"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
import problem_unittests as tests
source_path = 'data/small_vocab_en'
target_path = 'data/small_vocab_fr'
source_text = helper.load_data(source_path)
target_text = helper.load_data(target_path)
研究 view_sentence_range，查看并熟悉该数据的不同部分。
view_sentence_range = (0, 10)
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
print('Dataset Stats')
print('Roughly the number of unique words: {}'.format(len({word: None for word in source_text.split()})))
sentences = source_text.split('\n')
word_counts = [len(sentence.split()) for sentence in sentences]
print('Number of sentences: {}'.format(len(sentences)))
print('Average number of words in a sentence: {}'.format(np.average(word_counts)))
print()
print('English sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(source_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
print()
print('French sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(target_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
Dataset Stats Roughly the number of unique words: 227 Number of sentences: 137861 Average number of words in a sentence: 13.225277634719028 English sentences 0 to 10: new jersey is sometimes quiet during autumn , and it is snowy in april . the united states is usually chilly during july , and it is usually freezing in november . california is usually quiet during march , and it is usually hot in june . the united states is sometimes mild during june , and it is cold in september . your least liked fruit is the grape , but my least liked is the apple . his favorite fruit is the orange , but my favorite is the grape . paris is relaxing during december , but it is usually chilly in july . new jersey is busy during spring , and it is never hot in march . our least liked fruit is the lemon , but my least liked is the grape . the united states is sometimes busy during january , and it is sometimes warm in november . French sentences 0 to 10: new jersey est parfois calme pendant l' automne , et il est neigeux en avril . les états-unis est généralement froid en juillet , et il gèle habituellement en novembre . california est généralement calme en mars , et il est généralement chaud en juin . les états-unis est parfois légère en juin , et il fait froid en septembre . votre moins aimé fruit est le raisin , mais mon moins aimé est la pomme . son fruit préféré est l'orange , mais mon préféré est le raisin . paris est relaxant en décembre , mais il est généralement froid en juillet . new jersey est occupé au printemps , et il est jamais chaude en mars . notre fruit est moins aimé le citron , mais mon moins aimé est le raisin . les états-unis est parfois occupé en janvier , et il est parfois chaud en novembre .
def text_to_ids(source_text, target_text, source_vocab_to_int, target_vocab_to_int):
"""
Convert source and target text to proper word ids
:param source_text: String that contains all the source text.
:param target_text: String that contains all the target text.
:param source_vocab_to_int: Dictionary to go from the source words to an id
:param target_vocab_to_int: Dictionary to go from the target words to an id
:return: A tuple of lists (source_id_text, target_id_text)
"""
# TODO: Implement Function
#print(source_text)
#source_text = ' '.join(source_text.split())
#target_text = ''.join(c for c in target_text)
#print(source_text)
source_text = source_text.split('\n')
#source_text = ' '.join(source_text)
source_id_text = []
for i in range(len(source_text)):
temp = []
#source_text[i] = ' '.join(source_text[i].split())
#print(source_text[i])
for word in source_text[i].split():
#print(i, word)
temp.append(source_vocab_to_int[word])
source_id_text.append(temp)
target_text = target_text.split('\n')
#target_text = ' '.join(target_text)
target_id_text = []
for i in range(len(target_text)):
target_text[i] += ' <EOS>'
temp = []
#target_text[i] = ' '.join(target_text[i].split())
for word in target_text[i].split():
temp.append(target_vocab_to_int[word])
target_id_text.append(temp)
return source_id_text, target_id_text
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_text_to_ids(text_to_ids)
Tests Passed
运行以下代码单元，预处理所有数据，并保存到文件中。
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
helper.preprocess_and_save_data(source_path, target_path, text_to_ids)
这是你的第一个检查点。如果你什么时候决定再回到该记事本，或需要重新启动该记事本，可以从这里继续。预处理的数据已保存到磁盘上。
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
import helper
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
这一检查步骤，可以确保你使用的是正确版本的 TensorFlow，并且能够访问 GPU。
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) in [LooseVersion('1.0.0'), LooseVersion('1.0.1')], 'This project requires TensorFlow version 1.0 You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.1 Default GPU Device: /gpu:0
你将通过实现以下函数，构建出要构建一个序列到序列模型所需的组件：
model_inputsprocess_decoding_inputencoding_layerdecoding_layer_traindecoding_layer_inferdecoding_layerseq2seq_model实现 model_inputs() 函数，为神经网络创建 TF 占位符。该函数应该创建以下占位符：
在以下元祖（tuple）中返回占位符：（输入、目标、学习速率、保留率）
def model_inputs():
"""
Create TF Placeholders for input, targets, and learning rate.
:return: Tuple (input, targets, learning rate, keep probability)
"""
# TODO: Implement Function
inputs = tf.placeholder(tf.int32, [None, None], name = 'input')
targets = tf.placeholder(tf.int32, [None, None], name = 'target')
learning_rate = tf.placeholder(tf.float32, name = 'learning_rate')
keep_prob = tf.placeholder(tf.float32, name='keep_prob')
return inputs, targets, learning_rate, keep_prob
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed
使用 TensorFlow 实现 process_decoding_input，以便删掉 target_data 中每个批次的最后一个单词 ID，并将 GO ID 放到每个批次的开头。
def process_decoding_input(target_data, target_vocab_to_int, batch_size):
"""
Preprocess target data for dencoding
:param target_data: Target Placehoder
:param target_vocab_to_int: Dictionary to go from the target words to an id
:param batch_size: Batch Size
:return: Preprocessed target data
"""
# TODO: Implement Function
ending = tf.strided_slice(target_data, [0, 0], [batch_size, -1], [1, 1])
dec_input = tf.concat([tf.fill([batch_size, 1], target_vocab_to_int['<GO>']), ending], 1)
return dec_input
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_process_decoding_input(process_decoding_input)
Tests Passed
实现 encoding_layer()，以使用 tf.nn.dynamic_rnn() 创建编码器 RNN 层级。
def encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob):
"""
Create encoding layer
:param rnn_inputs: Inputs for the RNN
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param keep_prob: Dropout keep probability
:return: RNN state
"""
# TODO: Implement Function
enc_lstm = tf.contrib.rnn.BasicLSTMCell(rnn_size)
enc_drop = tf.contrib.rnn.DropoutWrapper(enc_lstm, output_keep_prob = keep_prob)
enc_cell = tf.contrib.rnn.MultiRNNCell([enc_drop] * num_layers)
_, enc_state = tf.nn.dynamic_rnn(enc_cell, rnn_inputs, dtype = tf.float32)
return enc_state
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_encoding_layer(encoding_layer)
Tests Passed
使用 tf.contrib.seq2seq.simple_decoder_fn_train() 和 tf.contrib.seq2seq.dynamic_rnn_decoder() 创建训练分对数（training logits）。将 output_fn 应用到 tf.contrib.seq2seq.dynamic_rnn_decoder() 输出上。
def decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope,
output_fn, keep_prob):
"""
Create a decoding layer for training
:param encoder_state: Encoder State
:param dec_cell: Decoder RNN Cell
:param dec_embed_input: Decoder embedded input
:param sequence_length: Sequence Length
:param decoding_scope: TenorFlow Variable Scope for decoding
:param output_fn: Function to apply the output layer
:param keep_prob: Dropout keep probability
:return: Train Logits
"""
# TODO: Implement Function
training_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_train(encoder_state)
training_logits, state, _= tf.contrib.seq2seq.dynamic_rnn_decoder(
decoder_fn=training_decoder_fn, cell=dec_cell, inputs=dec_embed_input,
sequence_length=sequence_length, scope=decoding_scope)
training_logits = output_fn(training_logits)
return training_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_train(decoding_layer_train)
Tests Passed
使用 tf.contrib.seq2seq.simple_decoder_fn_inference() 和 tf.contrib.seq2seq.dynamic_rnn_decoder() 创建推论分对数（inference logits）。
def decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
maximum_length, vocab_size, decoding_scope, output_fn, keep_prob):
"""
Create a decoding layer for inference
:param encoder_state: Encoder state
:param dec_cell: Decoder RNN Cell
:param dec_embeddings: Decoder embeddings
:param start_of_sequence_id: GO ID
:param end_of_sequence_id: EOS Id
:param maximum_length: The maximum allowed time steps to decode
:param vocab_size: Size of vocabulary
:param decoding_scope: TensorFlow Variable Scope for decoding
:param output_fn: Function to apply the output layer
:param keep_prob: Dropout keep probability
:return: Inference Logits
"""
# TODO: Implement Function
inference_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_inference(
output_fn, encoder_state, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
maximum_length, vocab_size)
inference_logits, _, _ = tf.contrib.seq2seq.dynamic_rnn_decoder(
dec_cell, inference_decoder_fn, scope=decoding_scope)
#inference_logits = output_fn(inference_logits)
return inference_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_infer(decoding_layer_infer)
Tests Passed
实现 decoding_layer() 以创建解码器 RNN 层级。
rnn_size 和 num_layers 创建解码 RNN 单元。lambda 创建输出函数，将输入，也就是分对数转换为类分对数（class logits）。decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope, output_fn, keep_prob) 函数获取训练分对数。decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id, maximum_length, vocab_size, decoding_scope, output_fn, keep_prob) 函数获取推论分对数。注意：你将需要使用 tf.variable_scope 在训练和推论分对数间分享变量。
def decoding_layer(dec_embed_input, dec_embeddings, encoder_state,
vocab_size, sequence_length, rnn_size,
num_layers, target_vocab_to_int, keep_prob):
"""
Create decoding layer
:param dec_embed_input: Decoder embedded input
:param dec_embeddings: Decoder embeddings
:param encoder_state: The encoded state
:param vocab_size: Size of vocabulary
:param sequence_length: Sequence Length
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param target_vocab_to_int: Dictionary to go from the target words to an id
:param keep_prob: Dropout keep probability
:return: Tuple of (Training Logits, Inference Logits)
"""
# TODO: Implement Function
target_vocab_size = len(target_vocab_to_int)
dec_lstm = tf.contrib.rnn.BasicLSTMCell(rnn_size)
dec_drop = tf.contrib.rnn.DropoutWrapper(dec_lstm, output_keep_prob=keep_prob)
dec_cell = tf.contrib.rnn.MultiRNNCell([dec_drop] * num_layers)
#dec_cell = tf.contrib.rnn.MultiRNNCell([tf.contrib.rnn.BasicLSTMCell(rnn_size)] * num_layers)
with tf.variable_scope('decoding') as decoding_scope:
output_fn = lambda x: tf.contrib.layers.fully_connected(
x, vocab_size, None, scope=decoding_scope)
training_logits = decoding_layer_train(
encoder_state, dec_cell, dec_embed_input, sequence_length,
decoding_scope, output_fn, keep_prob)
with tf.variable_scope('decoding', reuse=True) as decoding_scope:
inference_logits = decoding_layer_infer(
encoder_state, dec_cell, dec_embeddings, target_vocab_to_int['<GO>'],
target_vocab_to_int['<EOS>'], sequence_length, vocab_size,
decoding_scope, output_fn, keep_prob)
return training_logits, inference_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer(decoding_layer)
Tests Passed
应用你在上方实现的函数，以：
encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob) 编码输入。process_decoding_input(target_data, target_vocab_to_int, batch_size) 函数处理目标数据。decoding_layer(dec_embed_input, dec_embeddings, encoder_state, vocab_size, sequence_length, rnn_size, num_layers, target_vocab_to_int, keep_prob) 解码编码的输入数据。def seq2seq_model(input_data, target_data, keep_prob, batch_size, sequence_length, source_vocab_size, target_vocab_size,
enc_embedding_size, dec_embedding_size, rnn_size, num_layers, target_vocab_to_int):
"""
Build the Sequence-to-Sequence part of the neural network
:param input_data: Input placeholder
:param target_data: Target placeholder
:param keep_prob: Dropout keep probability placeholder
:param batch_size: Batch Size
:param sequence_length: Sequence Length
:param source_vocab_size: Source vocabulary size
:param target_vocab_size: Target vocabulary size
:param enc_embedding_size: Decoder embedding size
:param dec_embedding_size: Encoder embedding size
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param target_vocab_to_int: Dictionary to go from the target words to an id
:return: Tuple of (Training Logits, Inference Logits)
"""
# TODO: Implement Function
enc_embed_input = tf.contrib.layers.embed_sequence(input_data, source_vocab_size, enc_embedding_size)
rnn_inputs = enc_embed_input
encoder_state = encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob)
dec_input = process_decoding_input(target_data, target_vocab_to_int, batch_size)
dec_embeddings = tf.Variable(tf.random_uniform([target_vocab_size, dec_embedding_size]))
dec_embed_input = tf.nn.embedding_lookup(dec_embeddings, dec_input)
training_logits, inference_logits = decoding_layer(
dec_embed_input, dec_embeddings, encoder_state, target_vocab_size, sequence_length,
rnn_size, num_layers, target_vocab_to_int, keep_prob)
return training_logits, inference_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_seq2seq_model(seq2seq_model)
Tests Passed
# Number of Epochs
epochs = 60
# Batch Size
batch_size = 128
# RNN Size
rnn_size = 50
# Number of Layers
num_layers = 2
# Embedding Size
encoding_embedding_size = 200
decoding_embedding_size = 200
# Learning Rate
learning_rate = 0.001
# Dropout Keep Probability
keep_probability = 0.5
使用你实现的神经网络构建图表。
from os.path import isdir
if not isdir('checkpoints'):
!mkdir checkpoints
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
save_path = 'checkpoints/dev'
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
max_source_sentence_length = max([len(sentence) for sentence in source_int_text])
train_graph = tf.Graph()
with train_graph.as_default():
input_data, targets, lr, keep_prob = model_inputs()
sequence_length = tf.placeholder_with_default(max_source_sentence_length, None, name='sequence_length')
input_shape = tf.shape(input_data)
train_logits, inference_logits = seq2seq_model(
tf.reverse(input_data, [-1]), targets, keep_prob, batch_size, sequence_length, len(source_vocab_to_int), len(target_vocab_to_int),
encoding_embedding_size, decoding_embedding_size, rnn_size, num_layers, target_vocab_to_int)
tf.identity(inference_logits, 'logits')
with tf.name_scope("optimization"):
# Loss function
cost = tf.contrib.seq2seq.sequence_loss(
train_logits,
targets,
tf.ones([input_shape[0], sequence_length]))
# Optimizer
optimizer = tf.train.AdamOptimizer(lr)
# Gradient Clipping
gradients = optimizer.compute_gradients(cost)
capped_gradients = [(tf.clip_by_value(grad, -1., 1.), var) for grad, var in gradients if grad is not None]
train_op = optimizer.apply_gradients(capped_gradients)
利用预处理的数据训练神经网络。如果很难获得低损失值，请访问我们的论坛，看看其他人是否遇到了相同的问题。
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import time
def get_accuracy(target, logits):
"""
Calculate accuracy
"""
max_seq = max(target.shape[1], logits.shape[1])
if max_seq - target.shape[1]:
target = np.pad(
target,
[(0,0),(0,max_seq - target.shape[1])],
'constant')
if max_seq - logits.shape[1]:
logits = np.pad(
logits,
[(0,0),(0,max_seq - logits.shape[1]), (0,0)],
'constant')
return np.mean(np.equal(target, np.argmax(logits, 2)))
train_source = source_int_text[batch_size:]
train_target = target_int_text[batch_size:]
valid_source = helper.pad_sentence_batch(source_int_text[:batch_size])
valid_target = helper.pad_sentence_batch(target_int_text[:batch_size])
with tf.Session(graph=train_graph) as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epochs):
for batch_i, (source_batch, target_batch) in enumerate(
helper.batch_data(train_source, train_target, batch_size)):
start_time = time.time()
_, loss = sess.run(
[train_op, cost],
{input_data: source_batch,
targets: target_batch,
lr: learning_rate,
sequence_length: target_batch.shape[1],
keep_prob: keep_probability})
batch_train_logits = sess.run(
inference_logits,
{input_data: source_batch, keep_prob: 1.0})
batch_valid_logits = sess.run(
inference_logits,
{input_data: valid_source, keep_prob: 1.0})
train_acc = get_accuracy(target_batch, batch_train_logits)
valid_acc = get_accuracy(np.array(valid_target), batch_valid_logits)
end_time = time.time()
print('Epoch {:>3} Batch {:>4}/{} - Train Accuracy: {:>6.3f}, Validation Accuracy: {:>6.3f}, Loss: {:>6.3f}'
.format(epoch_i, batch_i, len(source_int_text) // batch_size, train_acc, valid_acc, loss))
# Save Model
saver = tf.train.Saver()
saver.save(sess, save_path)
print('Model Trained and Saved')
Epoch 0 Batch 0/1077 - Train Accuracy: 0.228, Validation Accuracy: 0.268, Loss: 5.889 Epoch 0 Batch 1/1077 - Train Accuracy: 0.223, Validation Accuracy: 0.306, Loss: 5.841 Epoch 0 Batch 2/1077 - Train Accuracy: 0.207, Validation Accuracy: 0.306, Loss: 5.808 Epoch 0 Batch 3/1077 - Train Accuracy: 0.239, Validation Accuracy: 0.305, Loss: 5.763 Epoch 0 Batch 4/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.305, Loss: 5.723 Epoch 0 Batch 5/1077 - Train Accuracy: 0.261, Validation Accuracy: 0.305, Loss: 5.668 Epoch 0 Batch 6/1077 - Train Accuracy: 0.243, Validation Accuracy: 0.305, Loss: 5.638 Epoch 0 Batch 7/1077 - Train Accuracy: 0.226, Validation Accuracy: 0.305, Loss: 5.611 Epoch 0 Batch 8/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.305, Loss: 5.554 Epoch 0 Batch 9/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.305, Loss: 5.505 Epoch 0 Batch 10/1077 - Train Accuracy: 0.198, Validation Accuracy: 0.305, Loss: 5.497 Epoch 0 Batch 11/1077 - Train Accuracy: 0.259, Validation Accuracy: 0.305, Loss: 5.388 Epoch 0 Batch 12/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.305, Loss: 5.374 Epoch 0 Batch 13/1077 - Train Accuracy: 0.281, Validation Accuracy: 0.305, Loss: 5.254 Epoch 0 Batch 14/1077 - Train Accuracy: 0.256, Validation Accuracy: 0.305, Loss: 5.219 Epoch 0 Batch 15/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.305, Loss: 5.205 Epoch 0 Batch 16/1077 - Train Accuracy: 0.254, Validation Accuracy: 0.305, Loss: 5.126 Epoch 0 Batch 17/1077 - Train Accuracy: 0.254, Validation Accuracy: 0.305, Loss: 5.069 Epoch 0 Batch 18/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.305, Loss: 5.033 Epoch 0 Batch 19/1077 - Train Accuracy: 0.254, Validation Accuracy: 0.305, Loss: 4.942 Epoch 0 Batch 20/1077 - Train Accuracy: 0.232, Validation Accuracy: 0.305, Loss: 4.917 Epoch 0 Batch 21/1077 - Train Accuracy: 0.214, Validation Accuracy: 0.305, Loss: 4.886 Epoch 0 Batch 22/1077 - Train Accuracy: 0.227, Validation Accuracy: 0.305, Loss: 4.792 Epoch 0 Batch 23/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.305, Loss: 4.732 Epoch 0 Batch 24/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.305, Loss: 4.656 Epoch 0 Batch 25/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.305, Loss: 4.608 Epoch 0 Batch 26/1077 - Train Accuracy: 0.224, Validation Accuracy: 0.309, Loss: 4.592 Epoch 0 Batch 27/1077 - Train Accuracy: 0.293, Validation Accuracy: 0.318, Loss: 4.401 Epoch 0 Batch 28/1077 - Train Accuracy: 0.264, Validation Accuracy: 0.319, Loss: 4.412 Epoch 0 Batch 29/1077 - Train Accuracy: 0.258, Validation Accuracy: 0.319, Loss: 4.369 Epoch 0 Batch 30/1077 - Train Accuracy: 0.240, Validation Accuracy: 0.319, Loss: 4.335 Epoch 0 Batch 31/1077 - Train Accuracy: 0.250, Validation Accuracy: 0.319, Loss: 4.280 Epoch 0 Batch 32/1077 - Train Accuracy: 0.312, Validation Accuracy: 0.319, Loss: 4.081 Epoch 0 Batch 33/1077 - Train Accuracy: 0.278, Validation Accuracy: 0.319, Loss: 4.092 Epoch 0 Batch 34/1077 - Train Accuracy: 0.246, Validation Accuracy: 0.322, Loss: 4.131 Epoch 0 Batch 35/1077 - Train Accuracy: 0.263, Validation Accuracy: 0.330, Loss: 4.099 Epoch 0 Batch 36/1077 - Train Accuracy: 0.295, Validation Accuracy: 0.333, Loss: 4.011 Epoch 0 Batch 37/1077 - Train Accuracy: 0.264, Validation Accuracy: 0.335, Loss: 4.065 Epoch 0 Batch 38/1077 - Train Accuracy: 0.235, Validation Accuracy: 0.335, Loss: 4.099 Epoch 0 Batch 39/1077 - Train Accuracy: 0.272, Validation Accuracy: 0.336, Loss: 3.973 Epoch 0 Batch 40/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.336, Loss: 3.942 Epoch 0 Batch 41/1077 - Train Accuracy: 0.288, Validation Accuracy: 0.336, Loss: 3.873 Epoch 0 Batch 42/1077 - Train Accuracy: 0.272, Validation Accuracy: 0.336, Loss: 3.891 Epoch 0 Batch 43/1077 - Train Accuracy: 0.225, Validation Accuracy: 0.336, Loss: 3.964 Epoch 0 Batch 44/1077 - Train Accuracy: 0.218, Validation Accuracy: 0.336, Loss: 3.979 Epoch 0 Batch 45/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.336, Loss: 3.841 Epoch 0 Batch 46/1077 - Train Accuracy: 0.250, Validation Accuracy: 0.336, Loss: 3.888 Epoch 0 Batch 47/1077 - Train Accuracy: 0.279, Validation Accuracy: 0.336, Loss: 3.783 Epoch 0 Batch 48/1077 - Train Accuracy: 0.287, Validation Accuracy: 0.336, Loss: 3.747 Epoch 0 Batch 49/1077 - Train Accuracy: 0.297, Validation Accuracy: 0.336, Loss: 3.698 Epoch 0 Batch 50/1077 - Train Accuracy: 0.261, Validation Accuracy: 0.336, Loss: 3.797 Epoch 0 Batch 51/1077 - Train Accuracy: 0.295, Validation Accuracy: 0.336, Loss: 3.694 Epoch 0 Batch 52/1077 - Train Accuracy: 0.268, Validation Accuracy: 0.337, Loss: 3.748 Epoch 0 Batch 53/1077 - Train Accuracy: 0.257, Validation Accuracy: 0.336, Loss: 3.760 Epoch 0 Batch 54/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.336, Loss: 3.778 Epoch 0 Batch 55/1077 - Train Accuracy: 0.291, Validation Accuracy: 0.336, Loss: 3.626 Epoch 0 Batch 56/1077 - Train Accuracy: 0.271, Validation Accuracy: 0.336, Loss: 3.730 Epoch 0 Batch 57/1077 - Train Accuracy: 0.342, Validation Accuracy: 0.336, Loss: 3.425 Epoch 0 Batch 58/1077 - Train Accuracy: 0.277, Validation Accuracy: 0.336, Loss: 3.655 Epoch 0 Batch 59/1077 - Train Accuracy: 0.230, Validation Accuracy: 0.336, Loss: 3.772 Epoch 0 Batch 60/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.336, Loss: 3.551 Epoch 0 Batch 61/1077 - Train Accuracy: 0.277, Validation Accuracy: 0.336, Loss: 3.626 Epoch 0 Batch 62/1077 - Train Accuracy: 0.234, Validation Accuracy: 0.336, Loss: 3.776 Epoch 0 Batch 63/1077 - Train Accuracy: 0.310, Validation Accuracy: 0.336, Loss: 3.482 Epoch 0 Batch 64/1077 - Train Accuracy: 0.272, Validation Accuracy: 0.336, Loss: 3.612 Epoch 0 Batch 65/1077 - Train Accuracy: 0.229, Validation Accuracy: 0.336, Loss: 3.731 Epoch 0 Batch 66/1077 - Train Accuracy: 0.265, Validation Accuracy: 0.336, Loss: 3.571 Epoch 0 Batch 67/1077 - Train Accuracy: 0.312, Validation Accuracy: 0.336, Loss: 3.459 Epoch 0 Batch 68/1077 - Train Accuracy: 0.261, Validation Accuracy: 0.336, Loss: 3.595 Epoch 0 Batch 69/1077 - Train Accuracy: 0.300, Validation Accuracy: 0.336, Loss: 3.516 Epoch 0 Batch 70/1077 - Train Accuracy: 0.231, Validation Accuracy: 0.336, Loss: 3.691 Epoch 0 Batch 71/1077 - Train Accuracy: 0.262, Validation Accuracy: 0.336, Loss: 3.537 Epoch 0 Batch 72/1077 - Train Accuracy: 0.267, Validation Accuracy: 0.336, Loss: 3.545 Epoch 0 Batch 73/1077 - Train Accuracy: 0.273, Validation Accuracy: 0.336, Loss: 3.535 Epoch 0 Batch 74/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.336, Loss: 3.401 Epoch 0 Batch 75/1077 - Train Accuracy: 0.281, Validation Accuracy: 0.336, Loss: 3.457 Epoch 0 Batch 76/1077 - Train Accuracy: 0.272, Validation Accuracy: 0.336, Loss: 3.498 Epoch 0 Batch 77/1077 - Train Accuracy: 0.262, Validation Accuracy: 0.337, Loss: 3.522 Epoch 0 Batch 78/1077 - Train Accuracy: 0.233, Validation Accuracy: 0.337, Loss: 3.620 Epoch 0 Batch 79/1077 - Train Accuracy: 0.283, Validation Accuracy: 0.338, Loss: 3.496 Epoch 0 Batch 80/1077 - Train Accuracy: 0.274, Validation Accuracy: 0.342, Loss: 3.461 Epoch 0 Batch 81/1077 - Train Accuracy: 0.279, Validation Accuracy: 0.344, Loss: 3.464 Epoch 0 Batch 82/1077 - Train Accuracy: 0.345, Validation Accuracy: 0.344, Loss: 3.219 Epoch 0 Batch 83/1077 - Train Accuracy: 0.242, Validation Accuracy: 0.344, Loss: 3.573 Epoch 0 Batch 84/1077 - Train Accuracy: 0.277, Validation Accuracy: 0.344, Loss: 3.424 Epoch 0 Batch 85/1077 - Train Accuracy: 0.287, Validation Accuracy: 0.345, Loss: 3.363 Epoch 0 Batch 86/1077 - Train Accuracy: 0.284, Validation Accuracy: 0.345, Loss: 3.428 Epoch 0 Batch 87/1077 - Train Accuracy: 0.298, Validation Accuracy: 0.345, Loss: 3.391 Epoch 0 Batch 88/1077 - Train Accuracy: 0.286, Validation Accuracy: 0.345, Loss: 3.402 Epoch 0 Batch 89/1077 - Train Accuracy: 0.271, Validation Accuracy: 0.345, Loss: 3.405 Epoch 0 Batch 90/1077 - Train Accuracy: 0.275, Validation Accuracy: 0.349, Loss: 3.423 Epoch 0 Batch 91/1077 - Train Accuracy: 0.347, Validation Accuracy: 0.350, Loss: 3.190 Epoch 0 Batch 92/1077 - Train Accuracy: 0.305, Validation Accuracy: 0.350, Loss: 3.300 Epoch 0 Batch 93/1077 - Train Accuracy: 0.283, Validation Accuracy: 0.350, Loss: 3.371 Epoch 0 Batch 94/1077 - Train Accuracy: 0.301, Validation Accuracy: 0.350, Loss: 3.294 Epoch 0 Batch 95/1077 - Train Accuracy: 0.328, Validation Accuracy: 0.350, Loss: 3.239 Epoch 0 Batch 96/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.350, Loss: 3.330 Epoch 0 Batch 97/1077 - Train Accuracy: 0.314, Validation Accuracy: 0.350, Loss: 3.282 Epoch 0 Batch 98/1077 - Train Accuracy: 0.341, Validation Accuracy: 0.350, Loss: 3.201 Epoch 0 Batch 99/1077 - Train Accuracy: 0.275, Validation Accuracy: 0.350, Loss: 3.381 Epoch 0 Batch 100/1077 - Train Accuracy: 0.276, Validation Accuracy: 0.352, Loss: 3.344 Epoch 0 Batch 101/1077 - Train Accuracy: 0.275, Validation Accuracy: 0.352, Loss: 3.314 Epoch 0 Batch 102/1077 - Train Accuracy: 0.315, Validation Accuracy: 0.352, Loss: 3.219 Epoch 0 Batch 103/1077 - Train Accuracy: 0.238, Validation Accuracy: 0.352, Loss: 3.449 Epoch 0 Batch 104/1077 - Train Accuracy: 0.236, Validation Accuracy: 0.356, Loss: 3.518 Epoch 0 Batch 105/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.356, Loss: 3.252 Epoch 0 Batch 106/1077 - Train Accuracy: 0.288, Validation Accuracy: 0.355, Loss: 3.374 Epoch 0 Batch 107/1077 - Train Accuracy: 0.327, Validation Accuracy: 0.355, Loss: 3.171 Epoch 0 Batch 108/1077 - Train Accuracy: 0.357, Validation Accuracy: 0.357, Loss: 3.034 Epoch 0 Batch 109/1077 - Train Accuracy: 0.309, Validation Accuracy: 0.358, Loss: 3.231 Epoch 0 Batch 110/1077 - Train Accuracy: 0.312, Validation Accuracy: 0.358, Loss: 3.212 Epoch 0 Batch 111/1077 - Train Accuracy: 0.287, Validation Accuracy: 0.358, Loss: 3.273 Epoch 0 Batch 112/1077 - Train Accuracy: 0.305, Validation Accuracy: 0.359, Loss: 3.245 Epoch 0 Batch 113/1077 - Train Accuracy: 0.292, Validation Accuracy: 0.362, Loss: 3.274 Epoch 0 Batch 114/1077 - Train Accuracy: 0.339, Validation Accuracy: 0.362, Loss: 3.115 Epoch 0 Batch 115/1077 - Train Accuracy: 0.305, Validation Accuracy: 0.362, Loss: 3.234 Epoch 0 Batch 116/1077 - Train Accuracy: 0.270, Validation Accuracy: 0.362, Loss: 3.300 Epoch 0 Batch 117/1077 - Train Accuracy: 0.276, Validation Accuracy: 0.362, Loss: 3.292 Epoch 0 Batch 118/1077 - Train Accuracy: 0.246, Validation Accuracy: 0.362, Loss: 3.385 Epoch 0 Batch 119/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.362, Loss: 3.227 Epoch 0 Batch 120/1077 - Train Accuracy: 0.296, Validation Accuracy: 0.362, Loss: 3.215 Epoch 0 Batch 121/1077 - Train Accuracy: 0.301, Validation Accuracy: 0.361, Loss: 3.181 Epoch 0 Batch 122/1077 - Train Accuracy: 0.307, Validation Accuracy: 0.365, Loss: 3.192 Epoch 0 Batch 123/1077 - Train Accuracy: 0.312, Validation Accuracy: 0.365, Loss: 3.117 Epoch 0 Batch 124/1077 - Train Accuracy: 0.302, Validation Accuracy: 0.366, Loss: 3.178 Epoch 0 Batch 125/1077 - Train Accuracy: 0.319, Validation Accuracy: 0.361, Loss: 3.099 Epoch 0 Batch 126/1077 - Train Accuracy: 0.315, Validation Accuracy: 0.359, Loss: 3.049 Epoch 0 Batch 127/1077 - Train Accuracy: 0.309, Validation Accuracy: 0.359, Loss: 3.135 Epoch 0 Batch 128/1077 - Train Accuracy: 0.339, Validation Accuracy: 0.359, Loss: 2.992 Epoch 0 Batch 129/1077 - Train Accuracy: 0.330, Validation Accuracy: 0.364, Loss: 3.126 Epoch 0 Batch 130/1077 - Train Accuracy: 0.330, Validation Accuracy: 0.365, Loss: 3.041 Epoch 0 Batch 131/1077 - Train Accuracy: 0.301, Validation Accuracy: 0.364, Loss: 3.164 Epoch 0 Batch 132/1077 - Train Accuracy: 0.293, Validation Accuracy: 0.363, Loss: 3.169 Epoch 0 Batch 133/1077 - Train Accuracy: 0.264, Validation Accuracy: 0.360, Loss: 3.205 Epoch 0 Batch 134/1077 - Train Accuracy: 0.335, Validation Accuracy: 0.365, Loss: 3.059 Epoch 0 Batch 135/1077 - Train Accuracy: 0.290, Validation Accuracy: 0.366, Loss: 3.188 Epoch 0 Batch 136/1077 - Train Accuracy: 0.318, Validation Accuracy: 0.368, Loss: 3.056 Epoch 0 Batch 137/1077 - Train Accuracy: 0.336, Validation Accuracy: 0.366, Loss: 2.960 Epoch 0 Batch 138/1077 - Train Accuracy: 0.293, Validation Accuracy: 0.365, Loss: 3.111 Epoch 0 Batch 139/1077 - Train Accuracy: 0.311, Validation Accuracy: 0.365, Loss: 3.053 Epoch 0 Batch 140/1077 - Train Accuracy: 0.266, Validation Accuracy: 0.366, Loss: 3.237 Epoch 0 Batch 141/1077 - Train Accuracy: 0.304, Validation Accuracy: 0.367, Loss: 3.101 Epoch 0 Batch 142/1077 - Train Accuracy: 0.337, Validation Accuracy: 0.368, Loss: 2.951 Epoch 0 Batch 143/1077 - Train Accuracy: 0.316, Validation Accuracy: 0.369, Loss: 3.066 Epoch 0 Batch 144/1077 - Train Accuracy: 0.279, Validation Accuracy: 0.370, Loss: 3.196 Epoch 0 Batch 145/1077 - Train Accuracy: 0.311, Validation Accuracy: 0.370, Loss: 3.037 Epoch 0 Batch 146/1077 - Train Accuracy: 0.346, Validation Accuracy: 0.373, Loss: 2.959 Epoch 0 Batch 147/1077 - Train Accuracy: 0.299, Validation Accuracy: 0.375, Loss: 3.097 Epoch 0 Batch 148/1077 - Train Accuracy: 0.335, Validation Accuracy: 0.375, Loss: 3.003 Epoch 0 Batch 149/1077 - Train Accuracy: 0.320, Validation Accuracy: 0.376, Loss: 3.034 Epoch 0 Batch 150/1077 - Train Accuracy: 0.352, Validation Accuracy: 0.377, Loss: 2.918 Epoch 0 Batch 151/1077 - Train Accuracy: 0.348, Validation Accuracy: 0.376, Loss: 2.912 Epoch 0 Batch 152/1077 - Train Accuracy: 0.335, Validation Accuracy: 0.377, Loss: 2.980 Epoch 0 Batch 153/1077 - Train Accuracy: 0.314, Validation Accuracy: 0.377, Loss: 3.031 Epoch 0 Batch 154/1077 - Train Accuracy: 0.278, Validation Accuracy: 0.377, Loss: 3.157 Epoch 0 Batch 155/1077 - Train Accuracy: 0.317, Validation Accuracy: 0.380, Loss: 2.991 Epoch 0 Batch 156/1077 - Train Accuracy: 0.309, Validation Accuracy: 0.380, Loss: 3.004 Epoch 0 Batch 157/1077 - Train Accuracy: 0.323, Validation Accuracy: 0.380, Loss: 2.991 Epoch 0 Batch 158/1077 - Train Accuracy: 0.358, Validation Accuracy: 0.381, Loss: 2.904 Epoch 0 Batch 159/1077 - Train Accuracy: 0.348, Validation Accuracy: 0.381, Loss: 2.875 Epoch 0 Batch 160/1077 - Train Accuracy: 0.319, Validation Accuracy: 0.382, Loss: 2.973 Epoch 0 Batch 161/1077 - Train Accuracy: 0.314, Validation Accuracy: 0.382, Loss: 3.016 Epoch 0 Batch 162/1077 - Train Accuracy: 0.319, Validation Accuracy: 0.383, Loss: 2.970 Epoch 0 Batch 163/1077 - Train Accuracy: 0.289, Validation Accuracy: 0.384, Loss: 3.086 Epoch 0 Batch 164/1077 - Train Accuracy: 0.314, Validation Accuracy: 0.386, Loss: 3.009 Epoch 0 Batch 165/1077 - Train Accuracy: 0.309, Validation Accuracy: 0.387, Loss: 2.978 Epoch 0 Batch 166/1077 - Train Accuracy: 0.358, Validation Accuracy: 0.387, Loss: 2.880 Epoch 0 Batch 167/1077 - Train Accuracy: 0.316, Validation Accuracy: 0.387, Loss: 2.979 Epoch 0 Batch 168/1077 - Train Accuracy: 0.300, Validation Accuracy: 0.388, Loss: 3.062 Epoch 0 Batch 169/1077 - Train Accuracy: 0.379, Validation Accuracy: 0.386, Loss: 2.797 Epoch 0 Batch 170/1077 - Train Accuracy: 0.296, Validation Accuracy: 0.384, Loss: 3.022 Epoch 0 Batch 171/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.382, Loss: 2.766 Epoch 0 Batch 172/1077 - Train Accuracy: 0.353, Validation Accuracy: 0.380, Loss: 2.803 Epoch 0 Batch 173/1077 - Train Accuracy: 0.280, Validation Accuracy: 0.380, Loss: 3.108 Epoch 0 Batch 174/1077 - Train Accuracy: 0.321, Validation Accuracy: 0.381, Loss: 2.903 Epoch 0 Batch 175/1077 - Train Accuracy: 0.350, Validation Accuracy: 0.384, Loss: 2.847 Epoch 0 Batch 176/1077 - Train Accuracy: 0.308, Validation Accuracy: 0.386, Loss: 2.954 Epoch 0 Batch 177/1077 - Train Accuracy: 0.300, Validation Accuracy: 0.388, Loss: 3.038 Epoch 0 Batch 178/1077 - Train Accuracy: 0.349, Validation Accuracy: 0.392, Loss: 2.846 Epoch 0 Batch 179/1077 - Train Accuracy: 0.322, Validation Accuracy: 0.393, Loss: 2.962 Epoch 0 Batch 180/1077 - Train Accuracy: 0.337, Validation Accuracy: 0.396, Loss: 2.894 Epoch 0 Batch 181/1077 - Train Accuracy: 0.343, Validation Accuracy: 0.395, Loss: 2.886 Epoch 0 Batch 182/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.393, Loss: 2.813 Epoch 0 Batch 183/1077 - Train Accuracy: 0.319, Validation Accuracy: 0.391, Loss: 2.937 Epoch 0 Batch 184/1077 - Train Accuracy: 0.333, Validation Accuracy: 0.396, Loss: 2.863 Epoch 0 Batch 185/1077 - Train Accuracy: 0.331, Validation Accuracy: 0.395, Loss: 2.917 Epoch 0 Batch 186/1077 - Train Accuracy: 0.325, Validation Accuracy: 0.397, Loss: 2.928 Epoch 0 Batch 187/1077 - Train Accuracy: 0.323, Validation Accuracy: 0.398, Loss: 2.900 Epoch 0 Batch 188/1077 - Train Accuracy: 0.333, Validation Accuracy: 0.400, Loss: 2.858 Epoch 0 Batch 189/1077 - Train Accuracy: 0.328, Validation Accuracy: 0.405, Loss: 2.917 Epoch 0 Batch 190/1077 - Train Accuracy: 0.337, Validation Accuracy: 0.404, Loss: 2.863 Epoch 0 Batch 191/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.403, Loss: 2.640 Epoch 0 Batch 192/1077 - Train Accuracy: 0.338, Validation Accuracy: 0.402, Loss: 2.846 Epoch 0 Batch 193/1077 - Train Accuracy: 0.367, Validation Accuracy: 0.404, Loss: 2.760 Epoch 0 Batch 194/1077 - Train Accuracy: 0.375, Validation Accuracy: 0.407, Loss: 2.739 Epoch 0 Batch 195/1077 - Train Accuracy: 0.323, Validation Accuracy: 0.400, Loss: 2.881 Epoch 0 Batch 196/1077 - Train Accuracy: 0.342, Validation Accuracy: 0.396, Loss: 2.794 Epoch 0 Batch 197/1077 - Train Accuracy: 0.362, Validation Accuracy: 0.397, Loss: 2.739 Epoch 0 Batch 198/1077 - Train Accuracy: 0.378, Validation Accuracy: 0.406, Loss: 2.678 Epoch 0 Batch 199/1077 - Train Accuracy: 0.344, Validation Accuracy: 0.406, Loss: 2.810 Epoch 0 Batch 200/1077 - Train Accuracy: 0.357, Validation Accuracy: 0.407, Loss: 2.824 Epoch 0 Batch 201/1077 - Train Accuracy: 0.359, Validation Accuracy: 0.408, Loss: 2.759 Epoch 0 Batch 202/1077 - Train Accuracy: 0.350, Validation Accuracy: 0.409, Loss: 2.816 Epoch 0 Batch 203/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.409, Loss: 2.746 Epoch 0 Batch 204/1077 - Train Accuracy: 0.348, Validation Accuracy: 0.406, Loss: 2.772 Epoch 0 Batch 205/1077 - Train Accuracy: 0.353, Validation Accuracy: 0.406, Loss: 2.790 Epoch 0 Batch 206/1077 - Train Accuracy: 0.349, Validation Accuracy: 0.403, Loss: 2.789 Epoch 0 Batch 207/1077 - Train Accuracy: 0.325, Validation Accuracy: 0.393, Loss: 2.838 Epoch 0 Batch 208/1077 - Train Accuracy: 0.369, Validation Accuracy: 0.396, Loss: 2.724 Epoch 0 Batch 209/1077 - Train Accuracy: 0.374, Validation Accuracy: 0.402, Loss: 2.642 Epoch 0 Batch 210/1077 - Train Accuracy: 0.374, Validation Accuracy: 0.405, Loss: 2.707 Epoch 0 Batch 211/1077 - Train Accuracy: 0.347, Validation Accuracy: 0.410, Loss: 2.781 Epoch 0 Batch 212/1077 - Train Accuracy: 0.379, Validation Accuracy: 0.407, Loss: 2.660 Epoch 0 Batch 213/1077 - Train Accuracy: 0.354, Validation Accuracy: 0.403, Loss: 2.729 Epoch 0 Batch 214/1077 - Train Accuracy: 0.341, Validation Accuracy: 0.401, Loss: 2.767 Epoch 0 Batch 215/1077 - Train Accuracy: 0.335, Validation Accuracy: 0.401, Loss: 2.785 Epoch 0 Batch 216/1077 - Train Accuracy: 0.348, Validation Accuracy: 0.402, Loss: 2.776 Epoch 0 Batch 217/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.410, Loss: 2.693 Epoch 0 Batch 218/1077 - Train Accuracy: 0.342, Validation Accuracy: 0.418, Loss: 2.842 Epoch 0 Batch 219/1077 - Train Accuracy: 0.357, Validation Accuracy: 0.420, Loss: 2.729 Epoch 0 Batch 220/1077 - Train Accuracy: 0.338, Validation Accuracy: 0.419, Loss: 2.812 Epoch 0 Batch 221/1077 - Train Accuracy: 0.357, Validation Accuracy: 0.420, Loss: 2.753 Epoch 0 Batch 222/1077 - Train Accuracy: 0.337, Validation Accuracy: 0.417, Loss: 2.818 Epoch 0 Batch 223/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.415, Loss: 2.618 Epoch 0 Batch 224/1077 - Train Accuracy: 0.364, Validation Accuracy: 0.415, Loss: 2.731 Epoch 0 Batch 225/1077 - Train Accuracy: 0.357, Validation Accuracy: 0.414, Loss: 2.719 Epoch 0 Batch 226/1077 - Train Accuracy: 0.355, Validation Accuracy: 0.413, Loss: 2.723 Epoch 0 Batch 227/1077 - Train Accuracy: 0.343, Validation Accuracy: 0.412, Loss: 2.784 Epoch 0 Batch 228/1077 - Train Accuracy: 0.374, Validation Accuracy: 0.418, Loss: 2.666 Epoch 0 Batch 229/1077 - Train Accuracy: 0.377, Validation Accuracy: 0.424, Loss: 2.694 Epoch 0 Batch 230/1077 - Train Accuracy: 0.405, Validation Accuracy: 0.424, Loss: 2.549 Epoch 0 Batch 231/1077 - Train Accuracy: 0.376, Validation Accuracy: 0.430, Loss: 2.676 Epoch 0 Batch 232/1077 - Train Accuracy: 0.351, Validation Accuracy: 0.439, Loss: 2.826 Epoch 0 Batch 233/1077 - Train Accuracy: 0.382, Validation Accuracy: 0.436, Loss: 2.709 Epoch 0 Batch 234/1077 - Train Accuracy: 0.420, Validation Accuracy: 0.436, Loss: 2.569 Epoch 0 Batch 235/1077 - Train Accuracy: 0.417, Validation Accuracy: 0.435, Loss: 2.521 Epoch 0 Batch 236/1077 - Train Accuracy: 0.367, Validation Accuracy: 0.423, Loss: 2.702 Epoch 0 Batch 237/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.427, Loss: 2.564 Epoch 0 Batch 238/1077 - Train Accuracy: 0.364, Validation Accuracy: 0.424, Loss: 2.675 Epoch 0 Batch 239/1077 - Train Accuracy: 0.388, Validation Accuracy: 0.425, Loss: 2.572 Epoch 0 Batch 240/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.423, Loss: 2.607 Epoch 0 Batch 241/1077 - Train Accuracy: 0.388, Validation Accuracy: 0.424, Loss: 2.571 Epoch 0 Batch 242/1077 - Train Accuracy: 0.359, Validation Accuracy: 0.430, Loss: 2.713 Epoch 0 Batch 243/1077 - Train Accuracy: 0.355, Validation Accuracy: 0.432, Loss: 2.742 Epoch 0 Batch 244/1077 - Train Accuracy: 0.422, Validation Accuracy: 0.430, Loss: 2.503 Epoch 0 Batch 245/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.438, Loss: 2.566 Epoch 0 Batch 246/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.436, Loss: 2.644 Epoch 0 Batch 247/1077 - Train Accuracy: 0.416, Validation Accuracy: 0.433, Loss: 2.487 Epoch 0 Batch 248/1077 - Train Accuracy: 0.397, Validation Accuracy: 0.435, Loss: 2.586 Epoch 0 Batch 249/1077 - Train Accuracy: 0.381, Validation Accuracy: 0.434, Loss: 2.631 Epoch 0 Batch 250/1077 - Train Accuracy: 0.413, Validation Accuracy: 0.430, Loss: 2.459 Epoch 0 Batch 251/1077 - Train Accuracy: 0.392, Validation Accuracy: 0.429, Loss: 2.575 Epoch 0 Batch 252/1077 - Train Accuracy: 0.380, Validation Accuracy: 0.425, Loss: 2.584 Epoch 0 Batch 253/1077 - Train Accuracy: 0.413, Validation Accuracy: 0.425, Loss: 2.447 Epoch 0 Batch 254/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.442, Loss: 2.593 Epoch 0 Batch 255/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.440, Loss: 2.589 Epoch 0 Batch 256/1077 - Train Accuracy: 0.370, Validation Accuracy: 0.436, Loss: 2.613 Epoch 0 Batch 257/1077 - Train Accuracy: 0.416, Validation Accuracy: 0.436, Loss: 2.496 Epoch 0 Batch 258/1077 - Train Accuracy: 0.419, Validation Accuracy: 0.436, Loss: 2.439 Epoch 0 Batch 259/1077 - Train Accuracy: 0.384, Validation Accuracy: 0.435, Loss: 2.571 Epoch 0 Batch 260/1077 - Train Accuracy: 0.412, Validation Accuracy: 0.441, Loss: 2.474 Epoch 0 Batch 261/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.434, Loss: 2.517 Epoch 0 Batch 262/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.442, Loss: 2.585 Epoch 0 Batch 263/1077 - Train Accuracy: 0.409, Validation Accuracy: 0.446, Loss: 2.531 Epoch 0 Batch 264/1077 - Train Accuracy: 0.377, Validation Accuracy: 0.444, Loss: 2.590 Epoch 0 Batch 265/1077 - Train Accuracy: 0.396, Validation Accuracy: 0.444, Loss: 2.537 Epoch 0 Batch 266/1077 - Train Accuracy: 0.414, Validation Accuracy: 0.439, Loss: 2.413 Epoch 0 Batch 267/1077 - Train Accuracy: 0.409, Validation Accuracy: 0.438, Loss: 2.425 Epoch 0 Batch 268/1077 - Train Accuracy: 0.398, Validation Accuracy: 0.435, Loss: 2.530 Epoch 0 Batch 269/1077 - Train Accuracy: 0.356, Validation Accuracy: 0.437, Loss: 2.660 Epoch 0 Batch 270/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.437, Loss: 2.644 Epoch 0 Batch 271/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.438, Loss: 2.536 Epoch 0 Batch 272/1077 - Train Accuracy: 0.412, Validation Accuracy: 0.437, Loss: 2.467 Epoch 0 Batch 273/1077 - Train Accuracy: 0.404, Validation Accuracy: 0.436, Loss: 2.442 Epoch 0 Batch 274/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.436, Loss: 2.460 Epoch 0 Batch 275/1077 - Train Accuracy: 0.416, Validation Accuracy: 0.438, Loss: 2.394 Epoch 0 Batch 276/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.431, Loss: 2.557 Epoch 0 Batch 277/1077 - Train Accuracy: 0.413, Validation Accuracy: 0.431, Loss: 2.403 Epoch 0 Batch 278/1077 - Train Accuracy: 0.386, Validation Accuracy: 0.440, Loss: 2.581 Epoch 0 Batch 279/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.439, Loss: 2.617 Epoch 0 Batch 280/1077 - Train Accuracy: 0.386, Validation Accuracy: 0.430, Loss: 2.489 Epoch 0 Batch 281/1077 - Train Accuracy: 0.395, Validation Accuracy: 0.427, Loss: 2.498 Epoch 0 Batch 282/1077 - Train Accuracy: 0.374, Validation Accuracy: 0.432, Loss: 2.539 Epoch 0 Batch 283/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.436, Loss: 2.473 Epoch 0 Batch 284/1077 - Train Accuracy: 0.370, Validation Accuracy: 0.438, Loss: 2.540 Epoch 0 Batch 285/1077 - Train Accuracy: 0.422, Validation Accuracy: 0.439, Loss: 2.376 Epoch 0 Batch 286/1077 - Train Accuracy: 0.437, Validation Accuracy: 0.443, Loss: 2.328 Epoch 0 Batch 287/1077 - Train Accuracy: 0.386, Validation Accuracy: 0.442, Loss: 2.469 Epoch 0 Batch 288/1077 - Train Accuracy: 0.366, Validation Accuracy: 0.440, Loss: 2.566 Epoch 0 Batch 289/1077 - Train Accuracy: 0.402, Validation Accuracy: 0.437, Loss: 2.421 Epoch 0 Batch 290/1077 - Train Accuracy: 0.382, Validation Accuracy: 0.444, Loss: 2.482 Epoch 0 Batch 291/1077 - Train Accuracy: 0.414, Validation Accuracy: 0.439, Loss: 2.399 Epoch 0 Batch 292/1077 - Train Accuracy: 0.421, Validation Accuracy: 0.435, Loss: 2.360 Epoch 0 Batch 293/1077 - Train Accuracy: 0.368, Validation Accuracy: 0.443, Loss: 2.546 Epoch 0 Batch 294/1077 - Train Accuracy: 0.449, Validation Accuracy: 0.447, Loss: 2.258 Epoch 0 Batch 295/1077 - Train Accuracy: 0.379, Validation Accuracy: 0.444, Loss: 2.529 Epoch 0 Batch 296/1077 - Train Accuracy: 0.415, Validation Accuracy: 0.436, Loss: 2.303 Epoch 0 Batch 297/1077 - Train Accuracy: 0.378, Validation Accuracy: 0.438, Loss: 2.487 Epoch 0 Batch 298/1077 - Train Accuracy: 0.396, Validation Accuracy: 0.450, Loss: 2.470 Epoch 0 Batch 299/1077 - Train Accuracy: 0.407, Validation Accuracy: 0.449, Loss: 2.375 Epoch 0 Batch 300/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.444, Loss: 2.551 Epoch 0 Batch 301/1077 - Train Accuracy: 0.388, Validation Accuracy: 0.440, Loss: 2.432 Epoch 0 Batch 302/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.444, Loss: 2.408 Epoch 0 Batch 303/1077 - Train Accuracy: 0.400, Validation Accuracy: 0.451, Loss: 2.463 Epoch 0 Batch 304/1077 - Train Accuracy: 0.444, Validation Accuracy: 0.450, Loss: 2.329 Epoch 0 Batch 305/1077 - Train Accuracy: 0.417, Validation Accuracy: 0.446, Loss: 2.421 Epoch 0 Batch 306/1077 - Train Accuracy: 0.404, Validation Accuracy: 0.439, Loss: 2.320 Epoch 0 Batch 307/1077 - Train Accuracy: 0.401, Validation Accuracy: 0.445, Loss: 2.405 Epoch 0 Batch 308/1077 - Train Accuracy: 0.389, Validation Accuracy: 0.446, Loss: 2.491 Epoch 0 Batch 309/1077 - Train Accuracy: 0.425, Validation Accuracy: 0.448, Loss: 2.314 Epoch 0 Batch 310/1077 - Train Accuracy: 0.381, Validation Accuracy: 0.449, Loss: 2.432 Epoch 0 Batch 311/1077 - Train Accuracy: 0.429, Validation Accuracy: 0.449, Loss: 2.272 Epoch 0 Batch 312/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.453, Loss: 2.435 Epoch 0 Batch 313/1077 - Train Accuracy: 0.412, Validation Accuracy: 0.452, Loss: 2.413 Epoch 0 Batch 314/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.450, Loss: 2.377 Epoch 0 Batch 315/1077 - Train Accuracy: 0.420, Validation Accuracy: 0.451, Loss: 2.300 Epoch 0 Batch 316/1077 - Train Accuracy: 0.424, Validation Accuracy: 0.450, Loss: 2.300 Epoch 0 Batch 317/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.448, Loss: 2.489 Epoch 0 Batch 318/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.452, Loss: 2.412 Epoch 0 Batch 319/1077 - Train Accuracy: 0.407, Validation Accuracy: 0.449, Loss: 2.393 Epoch 0 Batch 320/1077 - Train Accuracy: 0.410, Validation Accuracy: 0.447, Loss: 2.366 Epoch 0 Batch 321/1077 - Train Accuracy: 0.412, Validation Accuracy: 0.450, Loss: 2.360 Epoch 0 Batch 322/1077 - Train Accuracy: 0.407, Validation Accuracy: 0.451, Loss: 2.309 Epoch 0 Batch 323/1077 - Train Accuracy: 0.418, Validation Accuracy: 0.449, Loss: 2.302 Epoch 0 Batch 324/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.446, Loss: 2.372 Epoch 0 Batch 325/1077 - Train Accuracy: 0.438, Validation Accuracy: 0.446, Loss: 2.227 Epoch 0 Batch 326/1077 - Train Accuracy: 0.415, Validation Accuracy: 0.440, Loss: 2.210 Epoch 0 Batch 327/1077 - Train Accuracy: 0.389, Validation Accuracy: 0.440, Loss: 2.371 Epoch 0 Batch 328/1077 - Train Accuracy: 0.410, Validation Accuracy: 0.440, Loss: 2.292 Epoch 0 Batch 329/1077 - Train Accuracy: 0.387, Validation Accuracy: 0.444, Loss: 2.385 Epoch 0 Batch 330/1077 - Train Accuracy: 0.415, Validation Accuracy: 0.450, Loss: 2.307 Epoch 0 Batch 331/1077 - Train Accuracy: 0.389, Validation Accuracy: 0.452, Loss: 2.356 Epoch 0 Batch 332/1077 - Train Accuracy: 0.433, Validation Accuracy: 0.460, Loss: 2.210 Epoch 0 Batch 333/1077 - Train Accuracy: 0.400, Validation Accuracy: 0.457, Loss: 2.380 Epoch 0 Batch 334/1077 - Train Accuracy: 0.414, Validation Accuracy: 0.449, Loss: 2.299 Epoch 0 Batch 335/1077 - Train Accuracy: 0.426, Validation Accuracy: 0.438, Loss: 2.169 Epoch 0 Batch 336/1077 - Train Accuracy: 0.396, Validation Accuracy: 0.431, Loss: 2.307 Epoch 0 Batch 337/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.434, Loss: 2.325 Epoch 0 Batch 338/1077 - Train Accuracy: 0.409, Validation Accuracy: 0.445, Loss: 2.309 Epoch 0 Batch 339/1077 - Train Accuracy: 0.418, Validation Accuracy: 0.448, Loss: 2.251 Epoch 0 Batch 340/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.447, Loss: 2.412 Epoch 0 Batch 341/1077 - Train Accuracy: 0.399, Validation Accuracy: 0.447, Loss: 2.309 Epoch 0 Batch 342/1077 - Train Accuracy: 0.418, Validation Accuracy: 0.455, Loss: 2.241 Epoch 0 Batch 343/1077 - Train Accuracy: 0.410, Validation Accuracy: 0.459, Loss: 2.320 Epoch 0 Batch 344/1077 - Train Accuracy: 0.407, Validation Accuracy: 0.458, Loss: 2.336 Epoch 0 Batch 345/1077 - Train Accuracy: 0.416, Validation Accuracy: 0.456, Loss: 2.199 Epoch 0 Batch 346/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.450, Loss: 2.293 Epoch 0 Batch 347/1077 - Train Accuracy: 0.442, Validation Accuracy: 0.452, Loss: 2.188 Epoch 0 Batch 348/1077 - Train Accuracy: 0.431, Validation Accuracy: 0.455, Loss: 2.159 Epoch 0 Batch 349/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.462, Loss: 2.263 Epoch 0 Batch 350/1077 - Train Accuracy: 0.408, Validation Accuracy: 0.468, Loss: 2.322 Epoch 0 Batch 351/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.472, Loss: 2.394 Epoch 0 Batch 352/1077 - Train Accuracy: 0.402, Validation Accuracy: 0.471, Loss: 2.363 Epoch 0 Batch 353/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.469, Loss: 2.406 Epoch 0 Batch 354/1077 - Train Accuracy: 0.421, Validation Accuracy: 0.467, Loss: 2.284 Epoch 0 Batch 355/1077 - Train Accuracy: 0.431, Validation Accuracy: 0.464, Loss: 2.209 Epoch 0 Batch 356/1077 - Train Accuracy: 0.422, Validation Accuracy: 0.467, Loss: 2.251 Epoch 0 Batch 357/1077 - Train Accuracy: 0.454, Validation Accuracy: 0.467, Loss: 2.090 Epoch 0 Batch 358/1077 - Train Accuracy: 0.384, Validation Accuracy: 0.471, Loss: 2.313 Epoch 0 Batch 359/1077 - Train Accuracy: 0.422, Validation Accuracy: 0.471, Loss: 2.221 Epoch 0 Batch 360/1077 - Train Accuracy: 0.410, Validation Accuracy: 0.473, Loss: 2.229 Epoch 0 Batch 361/1077 - Train Accuracy: 0.392, Validation Accuracy: 0.475, Loss: 2.316 Epoch 0 Batch 362/1077 - Train Accuracy: 0.447, Validation Accuracy: 0.476, Loss: 2.166 Epoch 0 Batch 363/1077 - Train Accuracy: 0.418, Validation Accuracy: 0.471, Loss: 2.257 Epoch 0 Batch 364/1077 - Train Accuracy: 0.405, Validation Accuracy: 0.471, Loss: 2.231 Epoch 0 Batch 365/1077 - Train Accuracy: 0.408, Validation Accuracy: 0.466, Loss: 2.279 Epoch 0 Batch 366/1077 - Train Accuracy: 0.415, Validation Accuracy: 0.462, Loss: 2.226 Epoch 0 Batch 367/1077 - Train Accuracy: 0.448, Validation Accuracy: 0.462, Loss: 2.102 Epoch 0 Batch 368/1077 - Train Accuracy: 0.422, Validation Accuracy: 0.464, Loss: 2.229 Epoch 0 Batch 369/1077 - Train Accuracy: 0.430, Validation Accuracy: 0.459, Loss: 2.156 Epoch 0 Batch 370/1077 - Train Accuracy: 0.413, Validation Accuracy: 0.456, Loss: 2.149 Epoch 0 Batch 371/1077 - Train Accuracy: 0.418, Validation Accuracy: 0.473, Loss: 2.182 Epoch 0 Batch 372/1077 - Train Accuracy: 0.430, Validation Accuracy: 0.480, Loss: 2.166 Epoch 0 Batch 373/1077 - Train Accuracy: 0.456, Validation Accuracy: 0.485, Loss: 2.075 Epoch 0 Batch 374/1077 - Train Accuracy: 0.401, Validation Accuracy: 0.469, Loss: 2.271 Epoch 0 Batch 375/1077 - Train Accuracy: 0.477, Validation Accuracy: 0.464, Loss: 2.010 Epoch 0 Batch 376/1077 - Train Accuracy: 0.465, Validation Accuracy: 0.469, Loss: 2.027 Epoch 0 Batch 377/1077 - Train Accuracy: 0.429, Validation Accuracy: 0.468, Loss: 2.203 Epoch 0 Batch 378/1077 - Train Accuracy: 0.400, Validation Accuracy: 0.464, Loss: 2.210 Epoch 0 Batch 379/1077 - Train Accuracy: 0.414, Validation Accuracy: 0.461, Loss: 2.171 Epoch 0 Batch 380/1077 - Train Accuracy: 0.428, Validation Accuracy: 0.464, Loss: 2.137 Epoch 0 Batch 381/1077 - Train Accuracy: 0.423, Validation Accuracy: 0.454, Loss: 2.153 Epoch 0 Batch 382/1077 - Train Accuracy: 0.449, Validation Accuracy: 0.455, Loss: 2.118 Epoch 0 Batch 383/1077 - Train Accuracy: 0.460, Validation Accuracy: 0.457, Loss: 2.061 Epoch 0 Batch 384/1077 - Train Accuracy: 0.417, Validation Accuracy: 0.464, Loss: 2.168 Epoch 0 Batch 385/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.462, Loss: 2.183 Epoch 0 Batch 386/1077 - Train Accuracy: 0.438, Validation Accuracy: 0.447, Loss: 2.060 Epoch 0 Batch 387/1077 - Train Accuracy: 0.434, Validation Accuracy: 0.445, Loss: 2.080 Epoch 0 Batch 388/1077 - Train Accuracy: 0.428, Validation Accuracy: 0.454, Loss: 2.058 Epoch 0 Batch 389/1077 - Train Accuracy: 0.427, Validation Accuracy: 0.463, Loss: 2.111 Epoch 0 Batch 390/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.464, Loss: 2.219 Epoch 0 Batch 391/1077 - Train Accuracy: 0.450, Validation Accuracy: 0.464, Loss: 2.028 Epoch 0 Batch 392/1077 - Train Accuracy: 0.425, Validation Accuracy: 0.456, Loss: 2.077 Epoch 0 Batch 393/1077 - Train Accuracy: 0.448, Validation Accuracy: 0.451, Loss: 2.033 Epoch 0 Batch 394/1077 - Train Accuracy: 0.394, Validation Accuracy: 0.448, Loss: 2.174 Epoch 0 Batch 395/1077 - Train Accuracy: 0.442, Validation Accuracy: 0.455, Loss: 2.032 Epoch 0 Batch 396/1077 - Train Accuracy: 0.421, Validation Accuracy: 0.458, Loss: 2.096 Epoch 0 Batch 397/1077 - Train Accuracy: 0.439, Validation Accuracy: 0.458, Loss: 1.989 Epoch 0 Batch 398/1077 - Train Accuracy: 0.388, Validation Accuracy: 0.439, Loss: 2.193 Epoch 0 Batch 399/1077 - Train Accuracy: 0.344, Validation Accuracy: 0.435, Loss: 2.243 Epoch 0 Batch 400/1077 - Train Accuracy: 0.412, Validation Accuracy: 0.446, Loss: 2.122 Epoch 0 Batch 401/1077 - Train Accuracy: 0.429, Validation Accuracy: 0.454, Loss: 2.083 Epoch 0 Batch 402/1077 - Train Accuracy: 0.416, Validation Accuracy: 0.459, Loss: 2.096 Epoch 0 Batch 403/1077 - Train Accuracy: 0.418, Validation Accuracy: 0.441, Loss: 2.095 Epoch 0 Batch 404/1077 - Train Accuracy: 0.424, Validation Accuracy: 0.436, Loss: 1.962 Epoch 0 Batch 405/1077 - Train Accuracy: 0.395, Validation Accuracy: 0.452, Loss: 2.141 Epoch 0 Batch 406/1077 - Train Accuracy: 0.405, Validation Accuracy: 0.459, Loss: 2.109 Epoch 0 Batch 407/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.451, Loss: 2.124 Epoch 0 Batch 408/1077 - Train Accuracy: 0.417, Validation Accuracy: 0.448, Loss: 2.066 Epoch 0 Batch 409/1077 - Train Accuracy: 0.410, Validation Accuracy: 0.451, Loss: 2.076 Epoch 0 Batch 410/1077 - Train Accuracy: 0.384, Validation Accuracy: 0.452, Loss: 2.167 Epoch 0 Batch 411/1077 - Train Accuracy: 0.443, Validation Accuracy: 0.450, Loss: 1.968 Epoch 0 Batch 412/1077 - Train Accuracy: 0.399, Validation Accuracy: 0.445, Loss: 2.027 Epoch 0 Batch 413/1077 - Train Accuracy: 0.420, Validation Accuracy: 0.449, Loss: 2.043 Epoch 0 Batch 414/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.449, Loss: 2.108 Epoch 0 Batch 415/1077 - Train Accuracy: 0.438, Validation Accuracy: 0.445, Loss: 1.966 Epoch 0 Batch 416/1077 - Train Accuracy: 0.407, Validation Accuracy: 0.449, Loss: 2.035 Epoch 0 Batch 417/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.455, Loss: 2.045 Epoch 0 Batch 418/1077 - Train Accuracy: 0.412, Validation Accuracy: 0.457, Loss: 2.036 Epoch 0 Batch 419/1077 - Train Accuracy: 0.397, Validation Accuracy: 0.443, Loss: 2.066 Epoch 0 Batch 420/1077 - Train Accuracy: 0.402, Validation Accuracy: 0.442, Loss: 2.034 Epoch 0 Batch 421/1077 - Train Accuracy: 0.404, Validation Accuracy: 0.444, Loss: 2.042 Epoch 0 Batch 422/1077 - Train Accuracy: 0.438, Validation Accuracy: 0.453, Loss: 1.955 Epoch 0 Batch 423/1077 - Train Accuracy: 0.423, Validation Accuracy: 0.458, Loss: 2.068 Epoch 0 Batch 424/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.451, Loss: 2.049 Epoch 0 Batch 425/1077 - Train Accuracy: 0.424, Validation Accuracy: 0.443, Loss: 1.965 Epoch 0 Batch 426/1077 - Train Accuracy: 0.396, Validation Accuracy: 0.439, Loss: 2.026 Epoch 0 Batch 427/1077 - Train Accuracy: 0.415, Validation Accuracy: 0.437, Loss: 2.024 Epoch 0 Batch 428/1077 - Train Accuracy: 0.453, Validation Accuracy: 0.452, Loss: 1.926 Epoch 0 Batch 429/1077 - Train Accuracy: 0.419, Validation Accuracy: 0.450, Loss: 2.010 Epoch 0 Batch 430/1077 - Train Accuracy: 0.392, Validation Accuracy: 0.436, Loss: 2.007 Epoch 0 Batch 431/1077 - Train Accuracy: 0.380, Validation Accuracy: 0.431, Loss: 2.056 Epoch 0 Batch 432/1077 - Train Accuracy: 0.430, Validation Accuracy: 0.439, Loss: 1.993 Epoch 0 Batch 433/1077 - Train Accuracy: 0.396, Validation Accuracy: 0.449, Loss: 2.037 Epoch 0 Batch 434/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.444, Loss: 2.038 Epoch 0 Batch 435/1077 - Train Accuracy: 0.380, Validation Accuracy: 0.445, Loss: 2.093 Epoch 0 Batch 436/1077 - Train Accuracy: 0.423, Validation Accuracy: 0.438, Loss: 1.918 Epoch 0 Batch 437/1077 - Train Accuracy: 0.374, Validation Accuracy: 0.442, Loss: 2.037 Epoch 0 Batch 438/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.438, Loss: 1.971 Epoch 0 Batch 439/1077 - Train Accuracy: 0.408, Validation Accuracy: 0.444, Loss: 2.022 Epoch 0 Batch 440/1077 - Train Accuracy: 0.396, Validation Accuracy: 0.439, Loss: 1.986 Epoch 0 Batch 441/1077 - Train Accuracy: 0.396, Validation Accuracy: 0.447, Loss: 1.993 Epoch 0 Batch 442/1077 - Train Accuracy: 0.423, Validation Accuracy: 0.434, Loss: 1.917 Epoch 0 Batch 443/1077 - Train Accuracy: 0.420, Validation Accuracy: 0.436, Loss: 1.892 Epoch 0 Batch 444/1077 - Train Accuracy: 0.396, Validation Accuracy: 0.440, Loss: 1.989 Epoch 0 Batch 445/1077 - Train Accuracy: 0.372, Validation Accuracy: 0.441, Loss: 2.071 Epoch 0 Batch 446/1077 - Train Accuracy: 0.431, Validation Accuracy: 0.439, Loss: 1.843 Epoch 0 Batch 447/1077 - Train Accuracy: 0.386, Validation Accuracy: 0.431, Loss: 1.996 Epoch 0 Batch 448/1077 - Train Accuracy: 0.402, Validation Accuracy: 0.428, Loss: 1.964 Epoch 0 Batch 449/1077 - Train Accuracy: 0.380, Validation Accuracy: 0.437, Loss: 2.029 Epoch 0 Batch 450/1077 - Train Accuracy: 0.414, Validation Accuracy: 0.449, Loss: 1.967 Epoch 0 Batch 451/1077 - Train Accuracy: 0.430, Validation Accuracy: 0.450, Loss: 1.889 Epoch 0 Batch 452/1077 - Train Accuracy: 0.414, Validation Accuracy: 0.452, Loss: 1.913 Epoch 0 Batch 453/1077 - Train Accuracy: 0.430, Validation Accuracy: 0.451, Loss: 1.903 Epoch 0 Batch 454/1077 - Train Accuracy: 0.392, Validation Accuracy: 0.451, Loss: 1.922 Epoch 0 Batch 455/1077 - Train Accuracy: 0.448, Validation Accuracy: 0.442, Loss: 1.791 Epoch 0 Batch 456/1077 - Train Accuracy: 0.399, Validation Accuracy: 0.441, Loss: 1.922 Epoch 0 Batch 457/1077 - Train Accuracy: 0.417, Validation Accuracy: 0.438, Loss: 1.880 Epoch 0 Batch 458/1077 - Train Accuracy: 0.394, Validation Accuracy: 0.436, Loss: 1.921 Epoch 0 Batch 459/1077 - Train Accuracy: 0.428, Validation Accuracy: 0.438, Loss: 1.851 Epoch 0 Batch 460/1077 - Train Accuracy: 0.387, Validation Accuracy: 0.438, Loss: 1.946 Epoch 0 Batch 461/1077 - Train Accuracy: 0.383, Validation Accuracy: 0.424, Loss: 1.920 Epoch 0 Batch 462/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.418, Loss: 1.910 Epoch 0 Batch 463/1077 - Train Accuracy: 0.372, Validation Accuracy: 0.425, Loss: 1.934 Epoch 0 Batch 464/1077 - Train Accuracy: 0.417, Validation Accuracy: 0.434, Loss: 1.861 Epoch 0 Batch 465/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.439, Loss: 2.038 Epoch 0 Batch 466/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.431, Loss: 1.891 Epoch 0 Batch 467/1077 - Train Accuracy: 0.432, Validation Accuracy: 0.420, Loss: 1.781 Epoch 0 Batch 468/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.406, Loss: 1.887 Epoch 0 Batch 469/1077 - Train Accuracy: 0.365, Validation Accuracy: 0.412, Loss: 1.938 Epoch 0 Batch 470/1077 - Train Accuracy: 0.365, Validation Accuracy: 0.427, Loss: 1.956 Epoch 0 Batch 471/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.433, Loss: 1.862 Epoch 0 Batch 472/1077 - Train Accuracy: 0.405, Validation Accuracy: 0.436, Loss: 1.888 Epoch 0 Batch 473/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.427, Loss: 1.874 Epoch 0 Batch 474/1077 - Train Accuracy: 0.371, Validation Accuracy: 0.417, Loss: 1.916 Epoch 0 Batch 475/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.430, Loss: 1.814 Epoch 0 Batch 476/1077 - Train Accuracy: 0.375, Validation Accuracy: 0.436, Loss: 1.959 Epoch 0 Batch 477/1077 - Train Accuracy: 0.446, Validation Accuracy: 0.445, Loss: 1.757 Epoch 0 Batch 478/1077 - Train Accuracy: 0.352, Validation Accuracy: 0.447, Loss: 1.971 Epoch 0 Batch 479/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.440, Loss: 1.909 Epoch 0 Batch 480/1077 - Train Accuracy: 0.375, Validation Accuracy: 0.428, Loss: 1.911 Epoch 0 Batch 481/1077 - Train Accuracy: 0.372, Validation Accuracy: 0.434, Loss: 1.881 Epoch 0 Batch 482/1077 - Train Accuracy: 0.376, Validation Accuracy: 0.443, Loss: 1.926 Epoch 0 Batch 483/1077 - Train Accuracy: 0.387, Validation Accuracy: 0.445, Loss: 1.896 Epoch 0 Batch 484/1077 - Train Accuracy: 0.395, Validation Accuracy: 0.444, Loss: 1.853 Epoch 0 Batch 485/1077 - Train Accuracy: 0.388, Validation Accuracy: 0.435, Loss: 1.876 Epoch 0 Batch 486/1077 - Train Accuracy: 0.367, Validation Accuracy: 0.431, Loss: 1.954 Epoch 0 Batch 487/1077 - Train Accuracy: 0.352, Validation Accuracy: 0.429, Loss: 1.938 Epoch 0 Batch 488/1077 - Train Accuracy: 0.380, Validation Accuracy: 0.436, Loss: 1.911 Epoch 0 Batch 489/1077 - Train Accuracy: 0.417, Validation Accuracy: 0.447, Loss: 1.777 Epoch 0 Batch 490/1077 - Train Accuracy: 0.388, Validation Accuracy: 0.446, Loss: 1.881 Epoch 0 Batch 491/1077 - Train Accuracy: 0.409, Validation Accuracy: 0.441, Loss: 1.805 Epoch 0 Batch 492/1077 - Train Accuracy: 0.384, Validation Accuracy: 0.436, Loss: 1.838 Epoch 0 Batch 493/1077 - Train Accuracy: 0.435, Validation Accuracy: 0.431, Loss: 1.761 Epoch 0 Batch 494/1077 - Train Accuracy: 0.401, Validation Accuracy: 0.436, Loss: 1.819 Epoch 0 Batch 495/1077 - Train Accuracy: 0.398, Validation Accuracy: 0.450, Loss: 1.824 Epoch 0 Batch 496/1077 - Train Accuracy: 0.374, Validation Accuracy: 0.447, Loss: 1.895 Epoch 0 Batch 497/1077 - Train Accuracy: 0.354, Validation Accuracy: 0.449, Loss: 1.939 Epoch 0 Batch 498/1077 - Train Accuracy: 0.410, Validation Accuracy: 0.445, Loss: 1.806 Epoch 0 Batch 499/1077 - Train Accuracy: 0.417, Validation Accuracy: 0.451, Loss: 1.749 Epoch 0 Batch 500/1077 - Train Accuracy: 0.414, Validation Accuracy: 0.442, Loss: 1.818 Epoch 0 Batch 501/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.447, Loss: 1.827 Epoch 0 Batch 502/1077 - Train Accuracy: 0.404, Validation Accuracy: 0.446, Loss: 1.793 Epoch 0 Batch 503/1077 - Train Accuracy: 0.409, Validation Accuracy: 0.447, Loss: 1.789 Epoch 0 Batch 504/1077 - Train Accuracy: 0.369, Validation Accuracy: 0.441, Loss: 1.828 Epoch 0 Batch 505/1077 - Train Accuracy: 0.434, Validation Accuracy: 0.443, Loss: 1.718 Epoch 0 Batch 506/1077 - Train Accuracy: 0.404, Validation Accuracy: 0.440, Loss: 1.795 Epoch 0 Batch 507/1077 - Train Accuracy: 0.389, Validation Accuracy: 0.440, Loss: 1.779 Epoch 0 Batch 508/1077 - Train Accuracy: 0.401, Validation Accuracy: 0.442, Loss: 1.718 Epoch 0 Batch 509/1077 - Train Accuracy: 0.394, Validation Accuracy: 0.443, Loss: 1.768 Epoch 0 Batch 510/1077 - Train Accuracy: 0.416, Validation Accuracy: 0.444, Loss: 1.763 Epoch 0 Batch 511/1077 - Train Accuracy: 0.362, Validation Accuracy: 0.442, Loss: 1.858 Epoch 0 Batch 512/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.449, Loss: 1.826 Epoch 0 Batch 513/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.450, Loss: 1.790 Epoch 0 Batch 514/1077 - Train Accuracy: 0.405, Validation Accuracy: 0.452, Loss: 1.798 Epoch 0 Batch 515/1077 - Train Accuracy: 0.398, Validation Accuracy: 0.452, Loss: 1.812 Epoch 0 Batch 516/1077 - Train Accuracy: 0.459, Validation Accuracy: 0.448, Loss: 1.698 Epoch 0 Batch 517/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.445, Loss: 1.725 Epoch 0 Batch 518/1077 - Train Accuracy: 0.408, Validation Accuracy: 0.440, Loss: 1.732 Epoch 0 Batch 519/1077 - Train Accuracy: 0.382, Validation Accuracy: 0.445, Loss: 1.794 Epoch 0 Batch 520/1077 - Train Accuracy: 0.446, Validation Accuracy: 0.452, Loss: 1.699 Epoch 0 Batch 521/1077 - Train Accuracy: 0.425, Validation Accuracy: 0.450, Loss: 1.753 Epoch 0 Batch 522/1077 - Train Accuracy: 0.398, Validation Accuracy: 0.440, Loss: 1.793 Epoch 0 Batch 523/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.438, Loss: 1.795 Epoch 0 Batch 524/1077 - Train Accuracy: 0.382, Validation Accuracy: 0.432, Loss: 1.790 Epoch 0 Batch 525/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.434, Loss: 1.785 Epoch 0 Batch 526/1077 - Train Accuracy: 0.389, Validation Accuracy: 0.432, Loss: 1.818 Epoch 0 Batch 527/1077 - Train Accuracy: 0.369, Validation Accuracy: 0.434, Loss: 1.810 Epoch 0 Batch 528/1077 - Train Accuracy: 0.409, Validation Accuracy: 0.448, Loss: 1.737 Epoch 0 Batch 529/1077 - Train Accuracy: 0.418, Validation Accuracy: 0.460, Loss: 1.722 Epoch 0 Batch 530/1077 - Train Accuracy: 0.380, Validation Accuracy: 0.461, Loss: 1.793 Epoch 0 Batch 531/1077 - Train Accuracy: 0.425, Validation Accuracy: 0.455, Loss: 1.747 Epoch 0 Batch 532/1077 - Train Accuracy: 0.369, Validation Accuracy: 0.447, Loss: 1.797 Epoch 0 Batch 533/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.443, Loss: 1.755 Epoch 0 Batch 534/1077 - Train Accuracy: 0.400, Validation Accuracy: 0.446, Loss: 1.682 Epoch 0 Batch 535/1077 - Train Accuracy: 0.379, Validation Accuracy: 0.445, Loss: 1.740 Epoch 0 Batch 536/1077 - Train Accuracy: 0.426, Validation Accuracy: 0.438, Loss: 1.732 Epoch 0 Batch 537/1077 - Train Accuracy: 0.362, Validation Accuracy: 0.434, Loss: 1.779 Epoch 0 Batch 538/1077 - Train Accuracy: 0.410, Validation Accuracy: 0.428, Loss: 1.607 Epoch 0 Batch 539/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.420, Loss: 1.740 Epoch 0 Batch 540/1077 - Train Accuracy: 0.386, Validation Accuracy: 0.424, Loss: 1.685 Epoch 0 Batch 541/1077 - Train Accuracy: 0.378, Validation Accuracy: 0.438, Loss: 1.785 Epoch 0 Batch 542/1077 - Train Accuracy: 0.413, Validation Accuracy: 0.440, Loss: 1.696 Epoch 0 Batch 543/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.429, Loss: 1.735 Epoch 0 Batch 544/1077 - Train Accuracy: 0.329, Validation Accuracy: 0.423, Loss: 1.759 Epoch 0 Batch 545/1077 - Train Accuracy: 0.352, Validation Accuracy: 0.415, Loss: 1.782 Epoch 0 Batch 546/1077 - Train Accuracy: 0.354, Validation Accuracy: 0.415, Loss: 1.791 Epoch 0 Batch 547/1077 - Train Accuracy: 0.367, Validation Accuracy: 0.427, Loss: 1.725 Epoch 0 Batch 548/1077 - Train Accuracy: 0.405, Validation Accuracy: 0.431, Loss: 1.708 Epoch 0 Batch 549/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.434, Loss: 1.773 Epoch 0 Batch 550/1077 - Train Accuracy: 0.367, Validation Accuracy: 0.430, Loss: 1.758 Epoch 0 Batch 551/1077 - Train Accuracy: 0.355, Validation Accuracy: 0.425, Loss: 1.738 Epoch 0 Batch 552/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.423, Loss: 1.703 Epoch 0 Batch 553/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.426, Loss: 1.684 Epoch 0 Batch 554/1077 - Train Accuracy: 0.359, Validation Accuracy: 0.430, Loss: 1.731 Epoch 0 Batch 555/1077 - Train Accuracy: 0.387, Validation Accuracy: 0.424, Loss: 1.679 Epoch 0 Batch 556/1077 - Train Accuracy: 0.365, Validation Accuracy: 0.411, Loss: 1.685 Epoch 0 Batch 557/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.415, Loss: 1.677 Epoch 0 Batch 558/1077 - Train Accuracy: 0.370, Validation Accuracy: 0.428, Loss: 1.676 Epoch 0 Batch 559/1077 - Train Accuracy: 0.398, Validation Accuracy: 0.429, Loss: 1.662 Epoch 0 Batch 560/1077 - Train Accuracy: 0.412, Validation Accuracy: 0.429, Loss: 1.685 Epoch 0 Batch 561/1077 - Train Accuracy: 0.402, Validation Accuracy: 0.426, Loss: 1.605 Epoch 0 Batch 562/1077 - Train Accuracy: 0.419, Validation Accuracy: 0.413, Loss: 1.582 Epoch 0 Batch 563/1077 - Train Accuracy: 0.371, Validation Accuracy: 0.417, Loss: 1.677 Epoch 0 Batch 564/1077 - Train Accuracy: 0.371, Validation Accuracy: 0.414, Loss: 1.748 Epoch 0 Batch 565/1077 - Train Accuracy: 0.395, Validation Accuracy: 0.424, Loss: 1.666 Epoch 0 Batch 566/1077 - Train Accuracy: 0.416, Validation Accuracy: 0.434, Loss: 1.681 Epoch 0 Batch 567/1077 - Train Accuracy: 0.388, Validation Accuracy: 0.431, Loss: 1.679 Epoch 0 Batch 568/1077 - Train Accuracy: 0.408, Validation Accuracy: 0.422, Loss: 1.607 Epoch 0 Batch 569/1077 - Train Accuracy: 0.375, Validation Accuracy: 0.418, Loss: 1.664 Epoch 0 Batch 570/1077 - Train Accuracy: 0.324, Validation Accuracy: 0.410, Loss: 1.734 Epoch 0 Batch 571/1077 - Train Accuracy: 0.401, Validation Accuracy: 0.414, Loss: 1.590 Epoch 0 Batch 572/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.426, Loss: 1.595 Epoch 0 Batch 573/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.425, Loss: 1.683 Epoch 0 Batch 574/1077 - Train Accuracy: 0.359, Validation Accuracy: 0.425, Loss: 1.719 Epoch 0 Batch 575/1077 - Train Accuracy: 0.381, Validation Accuracy: 0.419, Loss: 1.587 Epoch 0 Batch 576/1077 - Train Accuracy: 0.329, Validation Accuracy: 0.420, Loss: 1.728 Epoch 0 Batch 577/1077 - Train Accuracy: 0.357, Validation Accuracy: 0.419, Loss: 1.738 Epoch 0 Batch 578/1077 - Train Accuracy: 0.363, Validation Accuracy: 0.428, Loss: 1.715 Epoch 0 Batch 579/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.428, Loss: 1.619 Epoch 0 Batch 580/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.428, Loss: 1.584 Epoch 0 Batch 581/1077 - Train Accuracy: 0.381, Validation Accuracy: 0.428, Loss: 1.657 Epoch 0 Batch 582/1077 - Train Accuracy: 0.391, Validation Accuracy: 0.425, Loss: 1.659 Epoch 0 Batch 583/1077 - Train Accuracy: 0.346, Validation Accuracy: 0.422, Loss: 1.729 Epoch 0 Batch 584/1077 - Train Accuracy: 0.375, Validation Accuracy: 0.412, Loss: 1.672 Epoch 0 Batch 585/1077 - Train Accuracy: 0.405, Validation Accuracy: 0.416, Loss: 1.519 Epoch 0 Batch 586/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.441, Loss: 1.756 Epoch 0 Batch 587/1077 - Train Accuracy: 0.437, Validation Accuracy: 0.444, Loss: 1.601 Epoch 0 Batch 588/1077 - Train Accuracy: 0.423, Validation Accuracy: 0.432, Loss: 1.622 Epoch 0 Batch 589/1077 - Train Accuracy: 0.359, Validation Accuracy: 0.418, Loss: 1.699 Epoch 0 Batch 590/1077 - Train Accuracy: 0.326, Validation Accuracy: 0.408, Loss: 1.718 Epoch 0 Batch 591/1077 - Train Accuracy: 0.395, Validation Accuracy: 0.398, Loss: 1.518 Epoch 0 Batch 592/1077 - Train Accuracy: 0.350, Validation Accuracy: 0.401, Loss: 1.648 Epoch 0 Batch 593/1077 - Train Accuracy: 0.372, Validation Accuracy: 0.398, Loss: 1.563 Epoch 0 Batch 594/1077 - Train Accuracy: 0.350, Validation Accuracy: 0.397, Loss: 1.655 Epoch 0 Batch 595/1077 - Train Accuracy: 0.349, Validation Accuracy: 0.399, Loss: 1.678 Epoch 0 Batch 596/1077 - Train Accuracy: 0.330, Validation Accuracy: 0.385, Loss: 1.659 Epoch 0 Batch 597/1077 - Train Accuracy: 0.323, Validation Accuracy: 0.383, Loss: 1.669 Epoch 0 Batch 598/1077 - Train Accuracy: 0.379, Validation Accuracy: 0.391, Loss: 1.594 Epoch 0 Batch 599/1077 - Train Accuracy: 0.356, Validation Accuracy: 0.400, Loss: 1.680 Epoch 0 Batch 600/1077 - Train Accuracy: 0.401, Validation Accuracy: 0.408, Loss: 1.568 Epoch 0 Batch 601/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.407, Loss: 1.545 Epoch 0 Batch 602/1077 - Train Accuracy: 0.360, Validation Accuracy: 0.409, Loss: 1.562 Epoch 0 Batch 603/1077 - Train Accuracy: 0.364, Validation Accuracy: 0.397, Loss: 1.577 Epoch 0 Batch 604/1077 - Train Accuracy: 0.335, Validation Accuracy: 0.387, Loss: 1.683 Epoch 0 Batch 605/1077 - Train Accuracy: 0.325, Validation Accuracy: 0.391, Loss: 1.683 Epoch 0 Batch 606/1077 - Train Accuracy: 0.397, Validation Accuracy: 0.413, Loss: 1.495 Epoch 0 Batch 607/1077 - Train Accuracy: 0.431, Validation Accuracy: 0.414, Loss: 1.460 Epoch 0 Batch 608/1077 - Train Accuracy: 0.372, Validation Accuracy: 0.416, Loss: 1.625 Epoch 0 Batch 609/1077 - Train Accuracy: 0.357, Validation Accuracy: 0.416, Loss: 1.652 Epoch 0 Batch 610/1077 - Train Accuracy: 0.353, Validation Accuracy: 0.407, Loss: 1.693 Epoch 0 Batch 611/1077 - Train Accuracy: 0.324, Validation Accuracy: 0.406, Loss: 1.652 Epoch 0 Batch 612/1077 - Train Accuracy: 0.406, Validation Accuracy: 0.407, Loss: 1.505 Epoch 0 Batch 613/1077 - Train Accuracy: 0.351, Validation Accuracy: 0.419, Loss: 1.621 Epoch 0 Batch 614/1077 - Train Accuracy: 0.398, Validation Accuracy: 0.420, Loss: 1.548 Epoch 0 Batch 615/1077 - Train Accuracy: 0.362, Validation Accuracy: 0.418, Loss: 1.556 Epoch 0 Batch 616/1077 - Train Accuracy: 0.340, Validation Accuracy: 0.419, Loss: 1.675 Epoch 0 Batch 617/1077 - Train Accuracy: 0.380, Validation Accuracy: 0.415, Loss: 1.588 Epoch 0 Batch 618/1077 - Train Accuracy: 0.362, Validation Accuracy: 0.411, Loss: 1.608 Epoch 0 Batch 619/1077 - Train Accuracy: 0.314, Validation Accuracy: 0.415, Loss: 1.724 Epoch 0 Batch 620/1077 - Train Accuracy: 0.371, Validation Accuracy: 0.410, Loss: 1.576 Epoch 0 Batch 621/1077 - Train Accuracy: 0.356, Validation Accuracy: 0.407, Loss: 1.616 Epoch 0 Batch 622/1077 - Train Accuracy: 0.337, Validation Accuracy: 0.409, Loss: 1.636 Epoch 0 Batch 623/1077 - Train Accuracy: 0.349, Validation Accuracy: 0.405, Loss: 1.599 Epoch 0 Batch 624/1077 - Train Accuracy: 0.395, Validation Accuracy: 0.398, Loss: 1.492 Epoch 0 Batch 625/1077 - Train Accuracy: 0.336, Validation Accuracy: 0.395, Loss: 1.558 Epoch 0 Batch 626/1077 - Train Accuracy: 0.413, Validation Accuracy: 0.401, Loss: 1.436 Epoch 0 Batch 627/1077 - Train Accuracy: 0.351, Validation Accuracy: 0.412, Loss: 1.541 Epoch 0 Batch 628/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.413, Loss: 1.590 Epoch 0 Batch 629/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.413, Loss: 1.582 Epoch 0 Batch 630/1077 - Train Accuracy: 0.355, Validation Accuracy: 0.405, Loss: 1.544 Epoch 0 Batch 631/1077 - Train Accuracy: 0.386, Validation Accuracy: 0.398, Loss: 1.517 Epoch 0 Batch 632/1077 - Train Accuracy: 0.343, Validation Accuracy: 0.395, Loss: 1.559 Epoch 0 Batch 633/1077 - Train Accuracy: 0.377, Validation Accuracy: 0.397, Loss: 1.564 Epoch 0 Batch 634/1077 - Train Accuracy: 0.365, Validation Accuracy: 0.395, Loss: 1.497 Epoch 0 Batch 635/1077 - Train Accuracy: 0.336, Validation Accuracy: 0.404, Loss: 1.641 Epoch 0 Batch 636/1077 - Train Accuracy: 0.345, Validation Accuracy: 0.406, Loss: 1.532 Epoch 0 Batch 637/1077 - Train Accuracy: 0.350, Validation Accuracy: 0.412, Loss: 1.541 Epoch 0 Batch 638/1077 - Train Accuracy: 0.380, Validation Accuracy: 0.411, Loss: 1.520 Epoch 0 Batch 639/1077 - Train Accuracy: 0.378, Validation Accuracy: 0.404, Loss: 1.533 Epoch 0 Batch 640/1077 - Train Accuracy: 0.379, Validation Accuracy: 0.397, Loss: 1.506 Epoch 0 Batch 641/1077 - Train Accuracy: 0.360, Validation Accuracy: 0.392, Loss: 1.573 Epoch 0 Batch 642/1077 - Train Accuracy: 0.383, Validation Accuracy: 0.395, Loss: 1.509 Epoch 0 Batch 643/1077 - Train Accuracy: 0.374, Validation Accuracy: 0.397, Loss: 1.505 Epoch 0 Batch 644/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.403, Loss: 1.522 Epoch 0 Batch 645/1077 - Train Accuracy: 0.392, Validation Accuracy: 0.401, Loss: 1.495 Epoch 0 Batch 646/1077 - Train Accuracy: 0.388, Validation Accuracy: 0.392, Loss: 1.516 Epoch 0 Batch 647/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.391, Loss: 1.548 Epoch 0 Batch 648/1077 - Train Accuracy: 0.354, Validation Accuracy: 0.390, Loss: 1.526 Epoch 0 Batch 649/1077 - Train Accuracy: 0.355, Validation Accuracy: 0.388, Loss: 1.598 Epoch 0 Batch 650/1077 - Train Accuracy: 0.339, Validation Accuracy: 0.390, Loss: 1.563 Epoch 0 Batch 651/1077 - Train Accuracy: 0.354, Validation Accuracy: 0.394, Loss: 1.482 Epoch 0 Batch 652/1077 - Train Accuracy: 0.301, Validation Accuracy: 0.400, Loss: 1.651 Epoch 0 Batch 653/1077 - Train Accuracy: 0.353, Validation Accuracy: 0.396, Loss: 1.526 Epoch 0 Batch 654/1077 - Train Accuracy: 0.356, Validation Accuracy: 0.398, Loss: 1.476 Epoch 0 Batch 655/1077 - Train Accuracy: 0.360, Validation Accuracy: 0.396, Loss: 1.540 Epoch 0 Batch 656/1077 - Train Accuracy: 0.336, Validation Accuracy: 0.399, Loss: 1.555 Epoch 0 Batch 657/1077 - Train Accuracy: 0.324, Validation Accuracy: 0.404, Loss: 1.590 Epoch 0 Batch 658/1077 - Train Accuracy: 0.365, Validation Accuracy: 0.413, Loss: 1.484 Epoch 0 Batch 659/1077 - Train Accuracy: 0.384, Validation Accuracy: 0.413, Loss: 1.476 Epoch 0 Batch 660/1077 - Train Accuracy: 0.371, Validation Accuracy: 0.406, Loss: 1.530 Epoch 0 Batch 661/1077 - Train Accuracy: 0.416, Validation Accuracy: 0.396, Loss: 1.415 Epoch 0 Batch 662/1077 - Train Accuracy: 0.385, Validation Accuracy: 0.391, Loss: 1.475 Epoch 0 Batch 663/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.395, Loss: 1.518 Epoch 0 Batch 664/1077 - Train Accuracy: 0.359, Validation Accuracy: 0.395, Loss: 1.485 Epoch 0 Batch 665/1077 - Train Accuracy: 0.338, Validation Accuracy: 0.392, Loss: 1.506 Epoch 0 Batch 666/1077 - Train Accuracy: 0.312, Validation Accuracy: 0.399, Loss: 1.589 Epoch 0 Batch 667/1077 - Train Accuracy: 0.336, Validation Accuracy: 0.405, Loss: 1.572 Epoch 0 Batch 668/1077 - Train Accuracy: 0.355, Validation Accuracy: 0.414, Loss: 1.467 Epoch 0 Batch 669/1077 - Train Accuracy: 0.357, Validation Accuracy: 0.419, Loss: 1.506 Epoch 0 Batch 670/1077 - Train Accuracy: 0.443, Validation Accuracy: 0.410, Loss: 1.351 Epoch 0 Batch 671/1077 - Train Accuracy: 0.338, Validation Accuracy: 0.419, Loss: 1.586 Epoch 0 Batch 672/1077 - Train Accuracy: 0.387, Validation Accuracy: 0.422, Loss: 1.448 Epoch 0 Batch 673/1077 - Train Accuracy: 0.394, Validation Accuracy: 0.421, Loss: 1.470 Epoch 0 Batch 674/1077 - Train Accuracy: 0.345, Validation Accuracy: 0.426, Loss: 1.497 Epoch 0 Batch 675/1077 - Train Accuracy: 0.419, Validation Accuracy: 0.424, Loss: 1.466 Epoch 0 Batch 676/1077 - Train Accuracy: 0.336, Validation Accuracy: 0.421, Loss: 1.564 Epoch 0 Batch 677/1077 - Train Accuracy: 0.341, Validation Accuracy: 0.422, Loss: 1.552 Epoch 0 Batch 678/1077 - Train Accuracy: 0.393, Validation Accuracy: 0.420, Loss: 1.426 Epoch 0 Batch 679/1077 - Train Accuracy: 0.369, Validation Accuracy: 0.419, Loss: 1.530 Epoch 0 Batch 680/1077 - Train Accuracy: 0.405, Validation Accuracy: 0.421, Loss: 1.464 Epoch 0 Batch 681/1077 - Train Accuracy: 0.373, Validation Accuracy: 0.428, Loss: 1.514 Epoch 0 Batch 682/1077 - Train Accuracy: 0.329, Validation Accuracy: 0.434, Loss: 1.535 Epoch 0 Batch 683/1077 - Train Accuracy: 0.377, Validation Accuracy: 0.431, Loss: 1.505 Epoch 0 Batch 684/1077 - Train Accuracy: 0.395, Validation Accuracy: 0.424, Loss: 1.484 Epoch 0 Batch 685/1077 - Train Accuracy: 0.358, Validation Accuracy: 0.418, Loss: 1.538 Epoch 0 Batch 686/1077 - Train Accuracy: 0.419, Validation Accuracy: 0.416, Loss: 1.370 Epoch 0 Batch 687/1077 - Train Accuracy: 0.387, Validation Accuracy: 0.413, Loss: 1.535 Epoch 0 Batch 688/1077 - Train Accuracy: 0.370, Validation Accuracy: 0.415, Loss: 1.443 Epoch 0 Batch 689/1077 - Train Accuracy: 0.347, Validation Accuracy: 0.418, Loss: 1.460 Epoch 0 Batch 690/1077 - Train Accuracy: 0.376, Validation Accuracy: 0.409, Loss: 1.441 Epoch 0 Batch 691/1077 - Train Accuracy: 0.317, Validation Accuracy: 0.418, Loss: 1.543 Epoch 0 Batch 692/1077 - Train Accuracy: 0.388, Validation Accuracy: 0.434, Loss: 1.395 Epoch 0 Batch 693/1077 - Train Accuracy: 0.338, Validation Accuracy: 0.442, Loss: 1.590 Epoch 0 Batch 694/1077 - Train Accuracy: 0.412, Validation Accuracy: 0.452, Loss: 1.446 Epoch 0 Batch 695/1077 - Train Accuracy: 0.410, Validation Accuracy: 0.450, Loss: 1.451 Epoch 0 Batch 696/1077 - Train Accuracy: 0.337, Validation Accuracy: 0.439, Loss: 1.544 Epoch 0 Batch 697/1077 - Train Accuracy: 0.359, Validation Accuracy: 0.436, Loss: 1.471 Epoch 0 Batch 698/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.442, Loss: 1.447 Epoch 0 Batch 699/1077 - Train Accuracy: 0.336, Validation Accuracy: 0.441, Loss: 1.535 Epoch 0 Batch 700/1077 - Train Accuracy: 0.396, Validation Accuracy: 0.443, Loss: 1.437 Epoch 0 Batch 701/1077 - Train Accuracy: 0.390, Validation Accuracy: 0.444, Loss: 1.524 Epoch 0 Batch 702/1077 - Train Accuracy: 0.410, Validation Accuracy: 0.443, Loss: 1.437 Epoch 0 Batch 703/1077 - Train Accuracy: 0.364, Validation Accuracy: 0.447, Loss: 1.500 Epoch 0 Batch 704/1077 - Train Accuracy: 0.381, Validation Accuracy: 0.451, Loss: 1.490 Epoch 0 Batch 705/1077 - Train Accuracy: 0.361, Validation Accuracy: 0.452, Loss: 1.508 Epoch 0 Batch 706/1077 - Train Accuracy: 0.436, Validation Accuracy: 0.461, Loss: 1.438 Epoch 0 Batch 707/1077 - Train Accuracy: 0.405, Validation Accuracy: 0.459, Loss: 1.457 Epoch 0 Batch 708/1077 - Train Accuracy: 0.418, Validation Accuracy: 0.457, Loss: 1.454 Epoch 0 Batch 709/1077 - Train Accuracy: 0.406, Validation Accuracy: 0.453, Loss: 1.484 Epoch 0 Batch 710/1077 - Train Accuracy: 0.398, Validation Accuracy: 0.452, Loss: 1.458 Epoch 0 Batch 711/1077 - Train Accuracy: 0.395, Validation Accuracy: 0.451, Loss: 1.533 Epoch 0 Batch 712/1077 - Train Accuracy: 0.400, Validation Accuracy: 0.452, Loss: 1.447 Epoch 0 Batch 713/1077 - Train Accuracy: 0.442, Validation Accuracy: 0.461, Loss: 1.325 Epoch 0 Batch 714/1077 - Train Accuracy: 0.408, Validation Accuracy: 0.471, Loss: 1.456 Epoch 0 Batch 715/1077 - Train Accuracy: 0.389, Validation Accuracy: 0.472, Loss: 1.488 Epoch 0 Batch 716/1077 - Train Accuracy: 0.439, Validation Accuracy: 0.474, Loss: 1.399 Epoch 0 Batch 717/1077 - Train Accuracy: 0.384, Validation Accuracy: 0.478, Loss: 1.452 Epoch 0 Batch 718/1077 - Train Accuracy: 0.402, Validation Accuracy: 0.478, Loss: 1.456 Epoch 0 Batch 719/1077 - Train Accuracy: 0.449, Validation Accuracy: 0.481, Loss: 1.388 Epoch 0 Batch 720/1077 - Train Accuracy: 0.411, Validation Accuracy: 0.475, Loss: 1.542 Epoch 0 Batch 721/1077 - Train Accuracy: 0.427, Validation Accuracy: 0.464, Loss: 1.463 Epoch 0 Batch 722/1077 - Train Accuracy: 0.380, Validation Accuracy: 0.463, Loss: 1.448 Epoch 0 Batch 723/1077 - Train Accuracy: 0.426, Validation Accuracy: 0.463, Loss: 1.394 Epoch 0 Batch 724/1077 - Train Accuracy: 0.386, Validation Accuracy: 0.463, Loss: 1.511 Epoch 0 Batch 725/1077 - Train Accuracy: 0.417, Validation Accuracy: 0.459, Loss: 1.349 Epoch 0 Batch 726/1077 - Train Accuracy: 0.441, Validation Accuracy: 0.469, Loss: 1.404 Epoch 0 Batch 727/1077 - Train Accuracy: 0.458, Validation Accuracy: 0.476, Loss: 1.386 Epoch 0 Batch 728/1077 - Train Accuracy: 0.448, Validation Accuracy: 0.476, Loss: 1.396 Epoch 0 Batch 729/1077 - Train Accuracy: 0.440, Validation Accuracy: 0.480, Loss: 1.476 Epoch 0 Batch 730/1077 - Train Accuracy: 0.414, Validation Accuracy: 0.480, Loss: 1.439 Epoch 0 Batch 731/1077 - Train Accuracy: 0.442, Validation Accuracy: 0.485, Loss: 1.402 Epoch 0 Batch 732/1077 - Train Accuracy: 0.416, Validation Accuracy: 0.488, Loss: 1.536 Epoch 0 Batch 733/1077 - Train Accuracy: 0.444, Validation Accuracy: 0.489, Loss: 1.446 Epoch 0 Batch 734/1077 - Train Accuracy: 0.440, Validation Accuracy: 0.488, Loss: 1.486 Epoch 0 Batch 735/1077 - Train Accuracy: 0.447, Validation Accuracy: 0.484, Loss: 1.446 Epoch 0 Batch 736/1077 - Train Accuracy: 0.399, Validation Accuracy: 0.471, Loss: 1.443 Epoch 0 Batch 737/1077 - Train Accuracy: 0.415, Validation Accuracy: 0.471, Loss: 1.429 Epoch 0 Batch 738/1077 - Train Accuracy: 0.496, Validation Accuracy: 0.475, Loss: 1.231 Epoch 0 Batch 739/1077 - Train Accuracy: 0.432, Validation Accuracy: 0.481, Loss: 1.387 Epoch 0 Batch 740/1077 - Train Accuracy: 0.467, Validation Accuracy: 0.499, Loss: 1.385 Epoch 0 Batch 741/1077 - Train Accuracy: 0.457, Validation Accuracy: 0.505, Loss: 1.387 Epoch 0 Batch 742/1077 - Train Accuracy: 0.444, Validation Accuracy: 0.497, Loss: 1.437 Epoch 0 Batch 743/1077 - Train Accuracy: 0.453, Validation Accuracy: 0.498, Loss: 1.427 Epoch 0 Batch 744/1077 - Train Accuracy: 0.459, Validation Accuracy: 0.496, Loss: 1.364 Epoch 0 Batch 745/1077 - Train Accuracy: 0.462, Validation Accuracy: 0.495, Loss: 1.391 Epoch 0 Batch 746/1077 - Train Accuracy: 0.461, Validation Accuracy: 0.491, Loss: 1.384 Epoch 0 Batch 747/1077 - Train Accuracy: 0.441, Validation Accuracy: 0.498, Loss: 1.397 Epoch 0 Batch 748/1077 - Train Accuracy: 0.474, Validation Accuracy: 0.499, Loss: 1.388 Epoch 0 Batch 749/1077 - Train Accuracy: 0.438, Validation Accuracy: 0.502, Loss: 1.434 Epoch 0 Batch 750/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.500, Loss: 1.378 Epoch 0 Batch 751/1077 - Train Accuracy: 0.474, Validation Accuracy: 0.500, Loss: 1.386 Epoch 0 Batch 752/1077 - Train Accuracy: 0.495, Validation Accuracy: 0.503, Loss: 1.304 Epoch 0 Batch 753/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.503, Loss: 1.395 Epoch 0 Batch 754/1077 - Train Accuracy: 0.481, Validation Accuracy: 0.501, Loss: 1.387 Epoch 0 Batch 755/1077 - Train Accuracy: 0.466, Validation Accuracy: 0.497, Loss: 1.369 Epoch 0 Batch 756/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.498, Loss: 1.327 Epoch 0 Batch 757/1077 - Train Accuracy: 0.473, Validation Accuracy: 0.504, Loss: 1.421 Epoch 0 Batch 758/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.491, Loss: 1.326 Epoch 0 Batch 759/1077 - Train Accuracy: 0.474, Validation Accuracy: 0.493, Loss: 1.324 Epoch 0 Batch 760/1077 - Train Accuracy: 0.454, Validation Accuracy: 0.489, Loss: 1.424 Epoch 0 Batch 761/1077 - Train Accuracy: 0.409, Validation Accuracy: 0.491, Loss: 1.472 Epoch 0 Batch 762/1077 - Train Accuracy: 0.469, Validation Accuracy: 0.489, Loss: 1.364 Epoch 0 Batch 763/1077 - Train Accuracy: 0.464, Validation Accuracy: 0.485, Loss: 1.327 Epoch 0 Batch 764/1077 - Train Accuracy: 0.441, Validation Accuracy: 0.499, Loss: 1.429 Epoch 0 Batch 765/1077 - Train Accuracy: 0.466, Validation Accuracy: 0.490, Loss: 1.335 Epoch 0 Batch 766/1077 - Train Accuracy: 0.429, Validation Accuracy: 0.502, Loss: 1.417 Epoch 0 Batch 767/1077 - Train Accuracy: 0.471, Validation Accuracy: 0.509, Loss: 1.333 Epoch 0 Batch 768/1077 - Train Accuracy: 0.459, Validation Accuracy: 0.510, Loss: 1.394 Epoch 0 Batch 769/1077 - Train Accuracy: 0.486, Validation Accuracy: 0.500, Loss: 1.412 Epoch 0 Batch 770/1077 - Train Accuracy: 0.493, Validation Accuracy: 0.505, Loss: 1.343 Epoch 0 Batch 771/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.503, Loss: 1.432 Epoch 0 Batch 772/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.503, Loss: 1.322 Epoch 0 Batch 773/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.490, Loss: 1.369 Epoch 0 Batch 774/1077 - Train Accuracy: 0.454, Validation Accuracy: 0.482, Loss: 1.380 Epoch 0 Batch 775/1077 - Train Accuracy: 0.475, Validation Accuracy: 0.484, Loss: 1.365 Epoch 0 Batch 776/1077 - Train Accuracy: 0.445, Validation Accuracy: 0.488, Loss: 1.399 Epoch 0 Batch 777/1077 - Train Accuracy: 0.465, Validation Accuracy: 0.483, Loss: 1.379 Epoch 0 Batch 778/1077 - Train Accuracy: 0.466, Validation Accuracy: 0.480, Loss: 1.323 Epoch 0 Batch 779/1077 - Train Accuracy: 0.462, Validation Accuracy: 0.483, Loss: 1.412 Epoch 0 Batch 780/1077 - Train Accuracy: 0.461, Validation Accuracy: 0.498, Loss: 1.394 Epoch 0 Batch 781/1077 - Train Accuracy: 0.524, Validation Accuracy: 0.502, Loss: 1.288 Epoch 0 Batch 782/1077 - Train Accuracy: 0.489, Validation Accuracy: 0.502, Loss: 1.317 Epoch 0 Batch 783/1077 - Train Accuracy: 0.499, Validation Accuracy: 0.502, Loss: 1.319 Epoch 0 Batch 784/1077 - Train Accuracy: 0.455, Validation Accuracy: 0.490, Loss: 1.377 Epoch 0 Batch 785/1077 - Train Accuracy: 0.474, Validation Accuracy: 0.483, Loss: 1.308 Epoch 0 Batch 786/1077 - Train Accuracy: 0.424, Validation Accuracy: 0.475, Loss: 1.410 Epoch 0 Batch 787/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.484, Loss: 1.272 Epoch 0 Batch 788/1077 - Train Accuracy: 0.477, Validation Accuracy: 0.485, Loss: 1.354 Epoch 0 Batch 789/1077 - Train Accuracy: 0.448, Validation Accuracy: 0.491, Loss: 1.415 Epoch 0 Batch 790/1077 - Train Accuracy: 0.420, Validation Accuracy: 0.491, Loss: 1.452 Epoch 0 Batch 791/1077 - Train Accuracy: 0.473, Validation Accuracy: 0.494, Loss: 1.350 Epoch 0 Batch 792/1077 - Train Accuracy: 0.450, Validation Accuracy: 0.492, Loss: 1.388 Epoch 0 Batch 793/1077 - Train Accuracy: 0.463, Validation Accuracy: 0.487, Loss: 1.346 Epoch 0 Batch 794/1077 - Train Accuracy: 0.465, Validation Accuracy: 0.490, Loss: 1.355 Epoch 0 Batch 795/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.494, Loss: 1.362 Epoch 0 Batch 796/1077 - Train Accuracy: 0.441, Validation Accuracy: 0.488, Loss: 1.399 Epoch 0 Batch 797/1077 - Train Accuracy: 0.466, Validation Accuracy: 0.488, Loss: 1.343 Epoch 0 Batch 798/1077 - Train Accuracy: 0.435, Validation Accuracy: 0.492, Loss: 1.395 Epoch 0 Batch 799/1077 - Train Accuracy: 0.457, Validation Accuracy: 0.490, Loss: 1.401 Epoch 0 Batch 800/1077 - Train Accuracy: 0.444, Validation Accuracy: 0.484, Loss: 1.372 Epoch 0 Batch 801/1077 - Train Accuracy: 0.457, Validation Accuracy: 0.493, Loss: 1.372 Epoch 0 Batch 802/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.498, Loss: 1.320 Epoch 0 Batch 803/1077 - Train Accuracy: 0.475, Validation Accuracy: 0.493, Loss: 1.343 Epoch 0 Batch 804/1077 - Train Accuracy: 0.458, Validation Accuracy: 0.491, Loss: 1.356 Epoch 0 Batch 805/1077 - Train Accuracy: 0.483, Validation Accuracy: 0.490, Loss: 1.350 Epoch 0 Batch 806/1077 - Train Accuracy: 0.474, Validation Accuracy: 0.499, Loss: 1.361 Epoch 0 Batch 807/1077 - Train Accuracy: 0.433, Validation Accuracy: 0.489, Loss: 1.378 Epoch 0 Batch 808/1077 - Train Accuracy: 0.455, Validation Accuracy: 0.490, Loss: 1.369 Epoch 0 Batch 809/1077 - Train Accuracy: 0.451, Validation Accuracy: 0.500, Loss: 1.436 Epoch 0 Batch 810/1077 - Train Accuracy: 0.509, Validation Accuracy: 0.503, Loss: 1.259 Epoch 0 Batch 811/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.502, Loss: 1.282 Epoch 0 Batch 812/1077 - Train Accuracy: 0.455, Validation Accuracy: 0.497, Loss: 1.359 Epoch 0 Batch 813/1077 - Train Accuracy: 0.463, Validation Accuracy: 0.489, Loss: 1.316 Epoch 0 Batch 814/1077 - Train Accuracy: 0.465, Validation Accuracy: 0.485, Loss: 1.361 Epoch 0 Batch 815/1077 - Train Accuracy: 0.439, Validation Accuracy: 0.490, Loss: 1.307 Epoch 0 Batch 816/1077 - Train Accuracy: 0.444, Validation Accuracy: 0.491, Loss: 1.356 Epoch 0 Batch 817/1077 - Train Accuracy: 0.449, Validation Accuracy: 0.489, Loss: 1.393 Epoch 0 Batch 818/1077 - Train Accuracy: 0.452, Validation Accuracy: 0.492, Loss: 1.340 Epoch 0 Batch 819/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.492, Loss: 1.319 Epoch 0 Batch 820/1077 - Train Accuracy: 0.422, Validation Accuracy: 0.491, Loss: 1.361 Epoch 0 Batch 821/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.493, Loss: 1.300 Epoch 0 Batch 822/1077 - Train Accuracy: 0.472, Validation Accuracy: 0.490, Loss: 1.297 Epoch 0 Batch 823/1077 - Train Accuracy: 0.442, Validation Accuracy: 0.493, Loss: 1.341 Epoch 0 Batch 824/1077 - Train Accuracy: 0.500, Validation Accuracy: 0.489, Loss: 1.256 Epoch 0 Batch 825/1077 - Train Accuracy: 0.455, Validation Accuracy: 0.489, Loss: 1.332 Epoch 0 Batch 826/1077 - Train Accuracy: 0.465, Validation Accuracy: 0.485, Loss: 1.237 Epoch 0 Batch 827/1077 - Train Accuracy: 0.374, Validation Accuracy: 0.485, Loss: 1.430 Epoch 0 Batch 828/1077 - Train Accuracy: 0.429, Validation Accuracy: 0.485, Loss: 1.332 Epoch 0 Batch 829/1077 - Train Accuracy: 0.461, Validation Accuracy: 0.490, Loss: 1.365 Epoch 0 Batch 830/1077 - Train Accuracy: 0.439, Validation Accuracy: 0.491, Loss: 1.303 Epoch 0 Batch 831/1077 - Train Accuracy: 0.425, Validation Accuracy: 0.491, Loss: 1.369 Epoch 0 Batch 832/1077 - Train Accuracy: 0.480, Validation Accuracy: 0.497, Loss: 1.324 Epoch 0 Batch 833/1077 - Train Accuracy: 0.462, Validation Accuracy: 0.499, Loss: 1.325 Epoch 0 Batch 834/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.497, Loss: 1.249 Epoch 0 Batch 835/1077 - Train Accuracy: 0.451, Validation Accuracy: 0.490, Loss: 1.336 Epoch 0 Batch 836/1077 - Train Accuracy: 0.424, Validation Accuracy: 0.489, Loss: 1.402 Epoch 0 Batch 837/1077 - Train Accuracy: 0.448, Validation Accuracy: 0.489, Loss: 1.357 Epoch 0 Batch 838/1077 - Train Accuracy: 0.458, Validation Accuracy: 0.491, Loss: 1.322 Epoch 0 Batch 839/1077 - Train Accuracy: 0.492, Validation Accuracy: 0.497, Loss: 1.287 Epoch 0 Batch 840/1077 - Train Accuracy: 0.488, Validation Accuracy: 0.499, Loss: 1.310 Epoch 0 Batch 841/1077 - Train Accuracy: 0.468, Validation Accuracy: 0.494, Loss: 1.302 Epoch 0 Batch 842/1077 - Train Accuracy: 0.430, Validation Accuracy: 0.490, Loss: 1.294 Epoch 0 Batch 843/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.487, Loss: 1.261 Epoch 0 Batch 844/1077 - Train Accuracy: 0.471, Validation Accuracy: 0.493, Loss: 1.278 Epoch 0 Batch 845/1077 - Train Accuracy: 0.480, Validation Accuracy: 0.495, Loss: 1.278 Epoch 0 Batch 846/1077 - Train Accuracy: 0.483, Validation Accuracy: 0.497, Loss: 1.279 Epoch 0 Batch 847/1077 - Train Accuracy: 0.511, Validation Accuracy: 0.504, Loss: 1.263 Epoch 0 Batch 848/1077 - Train Accuracy: 0.471, Validation Accuracy: 0.509, Loss: 1.302 Epoch 0 Batch 849/1077 - Train Accuracy: 0.485, Validation Accuracy: 0.506, Loss: 1.280 Epoch 0 Batch 850/1077 - Train Accuracy: 0.458, Validation Accuracy: 0.500, Loss: 1.319 Epoch 0 Batch 851/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.491, Loss: 1.237 Epoch 0 Batch 852/1077 - Train Accuracy: 0.459, Validation Accuracy: 0.493, Loss: 1.297 Epoch 0 Batch 853/1077 - Train Accuracy: 0.480, Validation Accuracy: 0.497, Loss: 1.231 Epoch 0 Batch 854/1077 - Train Accuracy: 0.471, Validation Accuracy: 0.491, Loss: 1.283 Epoch 0 Batch 855/1077 - Train Accuracy: 0.465, Validation Accuracy: 0.495, Loss: 1.279 Epoch 0 Batch 856/1077 - Train Accuracy: 0.463, Validation Accuracy: 0.507, Loss: 1.285 Epoch 0 Batch 857/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.499, Loss: 1.289 Epoch 0 Batch 858/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.502, Loss: 1.241 Epoch 0 Batch 859/1077 - Train Accuracy: 0.480, Validation Accuracy: 0.506, Loss: 1.298 Epoch 0 Batch 860/1077 - Train Accuracy: 0.465, Validation Accuracy: 0.507, Loss: 1.234 Epoch 0 Batch 861/1077 - Train Accuracy: 0.469, Validation Accuracy: 0.508, Loss: 1.274 Epoch 0 Batch 862/1077 - Train Accuracy: 0.457, Validation Accuracy: 0.508, Loss: 1.275 Epoch 0 Batch 863/1077 - Train Accuracy: 0.477, Validation Accuracy: 0.510, Loss: 1.263 Epoch 0 Batch 864/1077 - Train Accuracy: 0.455, Validation Accuracy: 0.517, Loss: 1.266 Epoch 0 Batch 865/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.518, Loss: 1.144 Epoch 0 Batch 866/1077 - Train Accuracy: 0.490, Validation Accuracy: 0.520, Loss: 1.230 Epoch 0 Batch 867/1077 - Train Accuracy: 0.464, Validation Accuracy: 0.511, Loss: 1.345 Epoch 0 Batch 868/1077 - Train Accuracy: 0.511, Validation Accuracy: 0.508, Loss: 1.271 Epoch 0 Batch 869/1077 - Train Accuracy: 0.445, Validation Accuracy: 0.510, Loss: 1.328 Epoch 0 Batch 870/1077 - Train Accuracy: 0.464, Validation Accuracy: 0.501, Loss: 1.410 Epoch 0 Batch 871/1077 - Train Accuracy: 0.436, Validation Accuracy: 0.512, Loss: 1.297 Epoch 0 Batch 872/1077 - Train Accuracy: 0.523, Validation Accuracy: 0.506, Loss: 1.244 Epoch 0 Batch 873/1077 - Train Accuracy: 0.461, Validation Accuracy: 0.510, Loss: 1.290 Epoch 0 Batch 874/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.511, Loss: 1.304 Epoch 0 Batch 875/1077 - Train Accuracy: 0.479, Validation Accuracy: 0.510, Loss: 1.303 Epoch 0 Batch 876/1077 - Train Accuracy: 0.468, Validation Accuracy: 0.507, Loss: 1.302 Epoch 0 Batch 877/1077 - Train Accuracy: 0.481, Validation Accuracy: 0.514, Loss: 1.284 Epoch 0 Batch 878/1077 - Train Accuracy: 0.523, Validation Accuracy: 0.504, Loss: 1.239 Epoch 0 Batch 879/1077 - Train Accuracy: 0.487, Validation Accuracy: 0.502, Loss: 1.239 Epoch 0 Batch 880/1077 - Train Accuracy: 0.505, Validation Accuracy: 0.505, Loss: 1.233 Epoch 0 Batch 881/1077 - Train Accuracy: 0.445, Validation Accuracy: 0.508, Loss: 1.313 Epoch 0 Batch 882/1077 - Train Accuracy: 0.451, Validation Accuracy: 0.504, Loss: 1.282 Epoch 0 Batch 883/1077 - Train Accuracy: 0.406, Validation Accuracy: 0.512, Loss: 1.435 Epoch 0 Batch 884/1077 - Train Accuracy: 0.489, Validation Accuracy: 0.510, Loss: 1.280 Epoch 0 Batch 885/1077 - Train Accuracy: 0.523, Validation Accuracy: 0.513, Loss: 1.133 Epoch 0 Batch 886/1077 - Train Accuracy: 0.446, Validation Accuracy: 0.510, Loss: 1.312 Epoch 0 Batch 887/1077 - Train Accuracy: 0.461, Validation Accuracy: 0.517, Loss: 1.302 Epoch 0 Batch 888/1077 - Train Accuracy: 0.506, Validation Accuracy: 0.515, Loss: 1.239 Epoch 0 Batch 889/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.512, Loss: 1.249 Epoch 0 Batch 890/1077 - Train Accuracy: 0.558, Validation Accuracy: 0.514, Loss: 1.147 Epoch 0 Batch 891/1077 - Train Accuracy: 0.459, Validation Accuracy: 0.515, Loss: 1.291 Epoch 0 Batch 892/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.520, Loss: 1.227 Epoch 0 Batch 893/1077 - Train Accuracy: 0.487, Validation Accuracy: 0.516, Loss: 1.221 Epoch 0 Batch 894/1077 - Train Accuracy: 0.520, Validation Accuracy: 0.519, Loss: 1.200 Epoch 0 Batch 895/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.519, Loss: 1.234 Epoch 0 Batch 896/1077 - Train Accuracy: 0.448, Validation Accuracy: 0.513, Loss: 1.335 Epoch 0 Batch 897/1077 - Train Accuracy: 0.497, Validation Accuracy: 0.506, Loss: 1.145 Epoch 0 Batch 898/1077 - Train Accuracy: 0.497, Validation Accuracy: 0.501, Loss: 1.190 Epoch 0 Batch 899/1077 - Train Accuracy: 0.493, Validation Accuracy: 0.499, Loss: 1.251 Epoch 0 Batch 900/1077 - Train Accuracy: 0.451, Validation Accuracy: 0.504, Loss: 1.296 Epoch 0 Batch 901/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.508, Loss: 1.241 Epoch 0 Batch 902/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.518, Loss: 1.198 Epoch 0 Batch 903/1077 - Train Accuracy: 0.509, Validation Accuracy: 0.517, Loss: 1.213 Epoch 0 Batch 904/1077 - Train Accuracy: 0.477, Validation Accuracy: 0.521, Loss: 1.287 Epoch 0 Batch 905/1077 - Train Accuracy: 0.513, Validation Accuracy: 0.518, Loss: 1.225 Epoch 0 Batch 906/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.507, Loss: 1.259 Epoch 0 Batch 907/1077 - Train Accuracy: 0.471, Validation Accuracy: 0.511, Loss: 1.253 Epoch 0 Batch 908/1077 - Train Accuracy: 0.477, Validation Accuracy: 0.507, Loss: 1.270 Epoch 0 Batch 909/1077 - Train Accuracy: 0.467, Validation Accuracy: 0.510, Loss: 1.224 Epoch 0 Batch 910/1077 - Train Accuracy: 0.475, Validation Accuracy: 0.508, Loss: 1.229 Epoch 0 Batch 911/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.506, Loss: 1.128 Epoch 0 Batch 912/1077 - Train Accuracy: 0.436, Validation Accuracy: 0.509, Loss: 1.264 Epoch 0 Batch 913/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.507, Loss: 1.265 Epoch 0 Batch 914/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.510, Loss: 1.057 Epoch 0 Batch 915/1077 - Train Accuracy: 0.403, Validation Accuracy: 0.513, Loss: 1.325 Epoch 0 Batch 916/1077 - Train Accuracy: 0.496, Validation Accuracy: 0.515, Loss: 1.275 Epoch 0 Batch 917/1077 - Train Accuracy: 0.446, Validation Accuracy: 0.513, Loss: 1.307 Epoch 0 Batch 918/1077 - Train Accuracy: 0.523, Validation Accuracy: 0.517, Loss: 1.186 Epoch 0 Batch 919/1077 - Train Accuracy: 0.509, Validation Accuracy: 0.515, Loss: 1.241 Epoch 0 Batch 920/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.512, Loss: 1.280 Epoch 0 Batch 921/1077 - Train Accuracy: 0.480, Validation Accuracy: 0.517, Loss: 1.264 Epoch 0 Batch 922/1077 - Train Accuracy: 0.474, Validation Accuracy: 0.508, Loss: 1.214 Epoch 0 Batch 923/1077 - Train Accuracy: 0.456, Validation Accuracy: 0.502, Loss: 1.303 Epoch 0 Batch 924/1077 - Train Accuracy: 0.463, Validation Accuracy: 0.508, Loss: 1.300 Epoch 0 Batch 925/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.510, Loss: 1.204 Epoch 0 Batch 926/1077 - Train Accuracy: 0.466, Validation Accuracy: 0.517, Loss: 1.294 Epoch 0 Batch 927/1077 - Train Accuracy: 0.454, Validation Accuracy: 0.521, Loss: 1.253 Epoch 0 Batch 928/1077 - Train Accuracy: 0.511, Validation Accuracy: 0.519, Loss: 1.209 Epoch 0 Batch 929/1077 - Train Accuracy: 0.484, Validation Accuracy: 0.514, Loss: 1.265 Epoch 0 Batch 930/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.516, Loss: 1.238 Epoch 0 Batch 931/1077 - Train Accuracy: 0.496, Validation Accuracy: 0.516, Loss: 1.200 Epoch 0 Batch 932/1077 - Train Accuracy: 0.459, Validation Accuracy: 0.517, Loss: 1.262 Epoch 0 Batch 933/1077 - Train Accuracy: 0.481, Validation Accuracy: 0.516, Loss: 1.239 Epoch 0 Batch 934/1077 - Train Accuracy: 0.437, Validation Accuracy: 0.518, Loss: 1.271 Epoch 0 Batch 935/1077 - Train Accuracy: 0.483, Validation Accuracy: 0.519, Loss: 1.248 Epoch 0 Batch 936/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.512, Loss: 1.184 Epoch 0 Batch 937/1077 - Train Accuracy: 0.481, Validation Accuracy: 0.511, Loss: 1.286 Epoch 0 Batch 938/1077 - Train Accuracy: 0.488, Validation Accuracy: 0.514, Loss: 1.274 Epoch 0 Batch 939/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.511, Loss: 1.217 Epoch 0 Batch 940/1077 - Train Accuracy: 0.500, Validation Accuracy: 0.512, Loss: 1.275 Epoch 0 Batch 941/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.514, Loss: 1.143 Epoch 0 Batch 942/1077 - Train Accuracy: 0.477, Validation Accuracy: 0.512, Loss: 1.279 Epoch 0 Batch 943/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.512, Loss: 1.250 Epoch 0 Batch 944/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.505, Loss: 1.191 Epoch 0 Batch 945/1077 - Train Accuracy: 0.509, Validation Accuracy: 0.515, Loss: 1.219 Epoch 0 Batch 946/1077 - Train Accuracy: 0.463, Validation Accuracy: 0.518, Loss: 1.273 Epoch 0 Batch 947/1077 - Train Accuracy: 0.451, Validation Accuracy: 0.516, Loss: 1.301 Epoch 0 Batch 948/1077 - Train Accuracy: 0.469, Validation Accuracy: 0.514, Loss: 1.222 Epoch 0 Batch 949/1077 - Train Accuracy: 0.540, Validation Accuracy: 0.511, Loss: 1.129 Epoch 0 Batch 950/1077 - Train Accuracy: 0.501, Validation Accuracy: 0.506, Loss: 1.217 Epoch 0 Batch 951/1077 - Train Accuracy: 0.515, Validation Accuracy: 0.500, Loss: 1.185 Epoch 0 Batch 952/1077 - Train Accuracy: 0.486, Validation Accuracy: 0.507, Loss: 1.180 Epoch 0 Batch 953/1077 - Train Accuracy: 0.471, Validation Accuracy: 0.502, Loss: 1.268 Epoch 0 Batch 954/1077 - Train Accuracy: 0.442, Validation Accuracy: 0.501, Loss: 1.259 Epoch 0 Batch 955/1077 - Train Accuracy: 0.476, Validation Accuracy: 0.501, Loss: 1.243 Epoch 0 Batch 956/1077 - Train Accuracy: 0.524, Validation Accuracy: 0.504, Loss: 1.177 Epoch 0 Batch 957/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.501, Loss: 1.178 Epoch 0 Batch 958/1077 - Train Accuracy: 0.471, Validation Accuracy: 0.506, Loss: 1.220 Epoch 0 Batch 959/1077 - Train Accuracy: 0.517, Validation Accuracy: 0.516, Loss: 1.184 Epoch 0 Batch 960/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.511, Loss: 1.161 Epoch 0 Batch 961/1077 - Train Accuracy: 0.480, Validation Accuracy: 0.512, Loss: 1.274 Epoch 0 Batch 962/1077 - Train Accuracy: 0.515, Validation Accuracy: 0.511, Loss: 1.137 Epoch 0 Batch 963/1077 - Train Accuracy: 0.467, Validation Accuracy: 0.509, Loss: 1.377 Epoch 0 Batch 964/1077 - Train Accuracy: 0.510, Validation Accuracy: 0.507, Loss: 1.184 Epoch 0 Batch 965/1077 - Train Accuracy: 0.469, Validation Accuracy: 0.510, Loss: 1.300 Epoch 0 Batch 966/1077 - Train Accuracy: 0.572, Validation Accuracy: 0.512, Loss: 1.083 Epoch 0 Batch 967/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.509, Loss: 1.168 Epoch 0 Batch 968/1077 - Train Accuracy: 0.479, Validation Accuracy: 0.509, Loss: 1.246 Epoch 0 Batch 969/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.509, Loss: 1.158 Epoch 0 Batch 970/1077 - Train Accuracy: 0.523, Validation Accuracy: 0.514, Loss: 1.231 Epoch 0 Batch 971/1077 - Train Accuracy: 0.543, Validation Accuracy: 0.513, Loss: 1.172 Epoch 0 Batch 972/1077 - Train Accuracy: 0.475, Validation Accuracy: 0.514, Loss: 1.220 Epoch 0 Batch 973/1077 - Train Accuracy: 0.540, Validation Accuracy: 0.516, Loss: 1.172 Epoch 0 Batch 974/1077 - Train Accuracy: 0.480, Validation Accuracy: 0.516, Loss: 1.189 Epoch 0 Batch 975/1077 - Train Accuracy: 0.517, Validation Accuracy: 0.517, Loss: 1.144 Epoch 0 Batch 976/1077 - Train Accuracy: 0.487, Validation Accuracy: 0.522, Loss: 1.203 Epoch 0 Batch 977/1077 - Train Accuracy: 0.512, Validation Accuracy: 0.519, Loss: 1.142 Epoch 0 Batch 978/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.517, Loss: 1.179 Epoch 0 Batch 979/1077 - Train Accuracy: 0.454, Validation Accuracy: 0.513, Loss: 1.290 Epoch 0 Batch 980/1077 - Train Accuracy: 0.484, Validation Accuracy: 0.515, Loss: 1.196 Epoch 0 Batch 981/1077 - Train Accuracy: 0.500, Validation Accuracy: 0.517, Loss: 1.169 Epoch 0 Batch 982/1077 - Train Accuracy: 0.511, Validation Accuracy: 0.519, Loss: 1.152 Epoch 0 Batch 983/1077 - Train Accuracy: 0.472, Validation Accuracy: 0.520, Loss: 1.254 Epoch 0 Batch 984/1077 - Train Accuracy: 0.476, Validation Accuracy: 0.514, Loss: 1.218 Epoch 0 Batch 985/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.516, Loss: 1.177 Epoch 0 Batch 986/1077 - Train Accuracy: 0.505, Validation Accuracy: 0.504, Loss: 1.229 Epoch 0 Batch 987/1077 - Train Accuracy: 0.468, Validation Accuracy: 0.505, Loss: 1.136 Epoch 0 Batch 988/1077 - Train Accuracy: 0.443, Validation Accuracy: 0.505, Loss: 1.247 Epoch 0 Batch 989/1077 - Train Accuracy: 0.466, Validation Accuracy: 0.506, Loss: 1.218 Epoch 0 Batch 990/1077 - Train Accuracy: 0.468, Validation Accuracy: 0.513, Loss: 1.258 Epoch 0 Batch 991/1077 - Train Accuracy: 0.483, Validation Accuracy: 0.515, Loss: 1.204 Epoch 0 Batch 992/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.520, Loss: 1.177 Epoch 0 Batch 993/1077 - Train Accuracy: 0.484, Validation Accuracy: 0.521, Loss: 1.155 Epoch 0 Batch 994/1077 - Train Accuracy: 0.490, Validation Accuracy: 0.522, Loss: 1.210 Epoch 0 Batch 995/1077 - Train Accuracy: 0.506, Validation Accuracy: 0.523, Loss: 1.156 Epoch 0 Batch 996/1077 - Train Accuracy: 0.461, Validation Accuracy: 0.524, Loss: 1.213 Epoch 0 Batch 997/1077 - Train Accuracy: 0.474, Validation Accuracy: 0.525, Loss: 1.246 Epoch 0 Batch 998/1077 - Train Accuracy: 0.474, Validation Accuracy: 0.521, Loss: 1.197 Epoch 0 Batch 999/1077 - Train Accuracy: 0.497, Validation Accuracy: 0.515, Loss: 1.200 Epoch 0 Batch 1000/1077 - Train Accuracy: 0.535, Validation Accuracy: 0.511, Loss: 1.136 Epoch 0 Batch 1001/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.511, Loss: 1.130 Epoch 0 Batch 1002/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.507, Loss: 1.165 Epoch 0 Batch 1003/1077 - Train Accuracy: 0.488, Validation Accuracy: 0.511, Loss: 1.228 Epoch 0 Batch 1004/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.511, Loss: 1.178 Epoch 0 Batch 1005/1077 - Train Accuracy: 0.481, Validation Accuracy: 0.510, Loss: 1.202 Epoch 0 Batch 1006/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.508, Loss: 1.147 Epoch 0 Batch 1007/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.509, Loss: 1.093 Epoch 0 Batch 1008/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.511, Loss: 1.191 Epoch 0 Batch 1009/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.512, Loss: 1.148 Epoch 0 Batch 1010/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.514, Loss: 1.192 Epoch 0 Batch 1011/1077 - Train Accuracy: 0.501, Validation Accuracy: 0.505, Loss: 1.216 Epoch 0 Batch 1012/1077 - Train Accuracy: 0.512, Validation Accuracy: 0.506, Loss: 1.155 Epoch 0 Batch 1013/1077 - Train Accuracy: 0.486, Validation Accuracy: 0.503, Loss: 1.115 Epoch 0 Batch 1014/1077 - Train Accuracy: 0.469, Validation Accuracy: 0.502, Loss: 1.220 Epoch 0 Batch 1015/1077 - Train Accuracy: 0.444, Validation Accuracy: 0.510, Loss: 1.206 Epoch 0 Batch 1016/1077 - Train Accuracy: 0.462, Validation Accuracy: 0.511, Loss: 1.196 Epoch 0 Batch 1017/1077 - Train Accuracy: 0.455, Validation Accuracy: 0.509, Loss: 1.215 Epoch 0 Batch 1018/1077 - Train Accuracy: 0.473, Validation Accuracy: 0.504, Loss: 1.100 Epoch 0 Batch 1019/1077 - Train Accuracy: 0.473, Validation Accuracy: 0.509, Loss: 1.244 Epoch 0 Batch 1020/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.508, Loss: 1.147 Epoch 0 Batch 1021/1077 - Train Accuracy: 0.520, Validation Accuracy: 0.505, Loss: 1.151 Epoch 0 Batch 1022/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.509, Loss: 1.128 Epoch 0 Batch 1023/1077 - Train Accuracy: 0.532, Validation Accuracy: 0.507, Loss: 1.065 Epoch 0 Batch 1024/1077 - Train Accuracy: 0.495, Validation Accuracy: 0.510, Loss: 1.223 Epoch 0 Batch 1025/1077 - Train Accuracy: 0.522, Validation Accuracy: 0.516, Loss: 1.149 Epoch 0 Batch 1026/1077 - Train Accuracy: 0.533, Validation Accuracy: 0.516, Loss: 1.102 Epoch 0 Batch 1027/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.521, Loss: 1.212 Epoch 0 Batch 1028/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.513, Loss: 1.148 Epoch 0 Batch 1029/1077 - Train Accuracy: 0.476, Validation Accuracy: 0.509, Loss: 1.184 Epoch 0 Batch 1030/1077 - Train Accuracy: 0.480, Validation Accuracy: 0.501, Loss: 1.187 Epoch 0 Batch 1031/1077 - Train Accuracy: 0.463, Validation Accuracy: 0.505, Loss: 1.222 Epoch 0 Batch 1032/1077 - Train Accuracy: 0.510, Validation Accuracy: 0.510, Loss: 1.134 Epoch 0 Batch 1033/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.517, Loss: 1.120 Epoch 0 Batch 1034/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.511, Loss: 1.217 Epoch 0 Batch 1035/1077 - Train Accuracy: 0.542, Validation Accuracy: 0.514, Loss: 1.104 Epoch 0 Batch 1036/1077 - Train Accuracy: 0.513, Validation Accuracy: 0.514, Loss: 1.130 Epoch 0 Batch 1037/1077 - Train Accuracy: 0.476, Validation Accuracy: 0.511, Loss: 1.212 Epoch 0 Batch 1038/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.509, Loss: 1.163 Epoch 0 Batch 1039/1077 - Train Accuracy: 0.528, Validation Accuracy: 0.510, Loss: 1.124 Epoch 0 Batch 1040/1077 - Train Accuracy: 0.490, Validation Accuracy: 0.510, Loss: 1.207 Epoch 0 Batch 1041/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.507, Loss: 1.207 Epoch 0 Batch 1042/1077 - Train Accuracy: 0.521, Validation Accuracy: 0.507, Loss: 1.149 Epoch 0 Batch 1043/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.506, Loss: 1.169 Epoch 0 Batch 1044/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.505, Loss: 1.169 Epoch 0 Batch 1045/1077 - Train Accuracy: 0.445, Validation Accuracy: 0.502, Loss: 1.180 Epoch 0 Batch 1046/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.502, Loss: 1.133 Epoch 0 Batch 1047/1077 - Train Accuracy: 0.479, Validation Accuracy: 0.503, Loss: 1.165 Epoch 0 Batch 1048/1077 - Train Accuracy: 0.479, Validation Accuracy: 0.508, Loss: 1.180 Epoch 0 Batch 1049/1077 - Train Accuracy: 0.473, Validation Accuracy: 0.507, Loss: 1.171 Epoch 0 Batch 1050/1077 - Train Accuracy: 0.442, Validation Accuracy: 0.507, Loss: 1.215 Epoch 0 Batch 1051/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.513, Loss: 1.135 Epoch 0 Batch 1052/1077 - Train Accuracy: 0.551, Validation Accuracy: 0.518, Loss: 1.071 Epoch 0 Batch 1053/1077 - Train Accuracy: 0.505, Validation Accuracy: 0.515, Loss: 1.118 Epoch 0 Batch 1054/1077 - Train Accuracy: 0.493, Validation Accuracy: 0.520, Loss: 1.198 Epoch 0 Batch 1055/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.517, Loss: 1.139 Epoch 0 Batch 1056/1077 - Train Accuracy: 0.521, Validation Accuracy: 0.518, Loss: 1.146 Epoch 0 Batch 1057/1077 - Train Accuracy: 0.455, Validation Accuracy: 0.516, Loss: 1.225 Epoch 0 Batch 1058/1077 - Train Accuracy: 0.465, Validation Accuracy: 0.513, Loss: 1.237 Epoch 0 Batch 1059/1077 - Train Accuracy: 0.430, Validation Accuracy: 0.512, Loss: 1.244 Epoch 0 Batch 1060/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.516, Loss: 1.136 Epoch 0 Batch 1061/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.513, Loss: 1.152 Epoch 0 Batch 1062/1077 - Train Accuracy: 0.471, Validation Accuracy: 0.513, Loss: 1.182 Epoch 0 Batch 1063/1077 - Train Accuracy: 0.493, Validation Accuracy: 0.512, Loss: 1.132 Epoch 0 Batch 1064/1077 - Train Accuracy: 0.508, Validation Accuracy: 0.516, Loss: 1.153 Epoch 0 Batch 1065/1077 - Train Accuracy: 0.472, Validation Accuracy: 0.520, Loss: 1.125 Epoch 0 Batch 1066/1077 - Train Accuracy: 0.513, Validation Accuracy: 0.521, Loss: 1.140 Epoch 0 Batch 1067/1077 - Train Accuracy: 0.543, Validation Accuracy: 0.522, Loss: 1.124 Epoch 0 Batch 1068/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.521, Loss: 1.142 Epoch 0 Batch 1069/1077 - Train Accuracy: 0.515, Validation Accuracy: 0.524, Loss: 1.091 Epoch 0 Batch 1070/1077 - Train Accuracy: 0.490, Validation Accuracy: 0.522, Loss: 1.182 Epoch 0 Batch 1071/1077 - Train Accuracy: 0.468, Validation Accuracy: 0.525, Loss: 1.165 Epoch 0 Batch 1072/1077 - Train Accuracy: 0.508, Validation Accuracy: 0.522, Loss: 1.130 Epoch 0 Batch 1073/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.523, Loss: 1.176 Epoch 0 Batch 1074/1077 - Train Accuracy: 0.520, Validation Accuracy: 0.528, Loss: 1.149 Epoch 0 Batch 1075/1077 - Train Accuracy: 0.479, Validation Accuracy: 0.525, Loss: 1.223 Epoch 1 Batch 0/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.513, Loss: 1.096 Epoch 1 Batch 1/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.512, Loss: 1.147 Epoch 1 Batch 2/1077 - Train Accuracy: 0.452, Validation Accuracy: 0.512, Loss: 1.174 Epoch 1 Batch 3/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.513, Loss: 1.142 Epoch 1 Batch 4/1077 - Train Accuracy: 0.494, Validation Accuracy: 0.513, Loss: 1.152 Epoch 1 Batch 5/1077 - Train Accuracy: 0.460, Validation Accuracy: 0.512, Loss: 1.167 Epoch 1 Batch 6/1077 - Train Accuracy: 0.528, Validation Accuracy: 0.516, Loss: 1.165 Epoch 1 Batch 7/1077 - Train Accuracy: 0.483, Validation Accuracy: 0.514, Loss: 1.156 Epoch 1 Batch 8/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.514, Loss: 1.126 Epoch 1 Batch 9/1077 - Train Accuracy: 0.517, Validation Accuracy: 0.511, Loss: 1.121 Epoch 1 Batch 10/1077 - Train Accuracy: 0.461, Validation Accuracy: 0.510, Loss: 1.210 Epoch 1 Batch 11/1077 - Train Accuracy: 0.483, Validation Accuracy: 0.500, Loss: 1.126 Epoch 1 Batch 12/1077 - Train Accuracy: 0.461, Validation Accuracy: 0.494, Loss: 1.189 Epoch 1 Batch 13/1077 - Train Accuracy: 0.506, Validation Accuracy: 0.493, Loss: 1.124 Epoch 1 Batch 14/1077 - Train Accuracy: 0.493, Validation Accuracy: 0.491, Loss: 1.075 Epoch 1 Batch 15/1077 - Train Accuracy: 0.490, Validation Accuracy: 0.497, Loss: 1.122 Epoch 1 Batch 16/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.507, Loss: 1.145 Epoch 1 Batch 17/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.506, Loss: 1.135 Epoch 1 Batch 18/1077 - Train Accuracy: 0.499, Validation Accuracy: 0.518, Loss: 1.147 Epoch 1 Batch 19/1077 - Train Accuracy: 0.513, Validation Accuracy: 0.518, Loss: 1.115 Epoch 1 Batch 20/1077 - Train Accuracy: 0.496, Validation Accuracy: 0.519, Loss: 1.102 Epoch 1 Batch 21/1077 - Train Accuracy: 0.446, Validation Accuracy: 0.509, Loss: 1.193 Epoch 1 Batch 22/1077 - Train Accuracy: 0.495, Validation Accuracy: 0.512, Loss: 1.150 Epoch 1 Batch 23/1077 - Train Accuracy: 0.473, Validation Accuracy: 0.518, Loss: 1.159 Epoch 1 Batch 24/1077 - Train Accuracy: 0.472, Validation Accuracy: 0.514, Loss: 1.128 Epoch 1 Batch 25/1077 - Train Accuracy: 0.496, Validation Accuracy: 0.518, Loss: 1.127 Epoch 1 Batch 26/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.517, Loss: 1.180 Epoch 1 Batch 27/1077 - Train Accuracy: 0.532, Validation Accuracy: 0.520, Loss: 1.027 Epoch 1 Batch 28/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.525, Loss: 1.092 Epoch 1 Batch 29/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.522, Loss: 1.105 Epoch 1 Batch 30/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.520, Loss: 1.086 Epoch 1 Batch 31/1077 - Train Accuracy: 0.465, Validation Accuracy: 0.514, Loss: 1.147 Epoch 1 Batch 32/1077 - Train Accuracy: 0.512, Validation Accuracy: 0.513, Loss: 1.033 Epoch 1 Batch 33/1077 - Train Accuracy: 0.503, Validation Accuracy: 0.512, Loss: 1.074 Epoch 1 Batch 34/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.514, Loss: 1.120 Epoch 1 Batch 35/1077 - Train Accuracy: 0.499, Validation Accuracy: 0.519, Loss: 1.118 Epoch 1 Batch 36/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.526, Loss: 1.111 Epoch 1 Batch 37/1077 - Train Accuracy: 0.509, Validation Accuracy: 0.519, Loss: 1.115 Epoch 1 Batch 38/1077 - Train Accuracy: 0.419, Validation Accuracy: 0.517, Loss: 1.226 Epoch 1 Batch 39/1077 - Train Accuracy: 0.461, Validation Accuracy: 0.517, Loss: 1.177 Epoch 1 Batch 40/1077 - Train Accuracy: 0.494, Validation Accuracy: 0.516, Loss: 1.125 Epoch 1 Batch 41/1077 - Train Accuracy: 0.500, Validation Accuracy: 0.513, Loss: 1.109 Epoch 1 Batch 42/1077 - Train Accuracy: 0.492, Validation Accuracy: 0.511, Loss: 1.116 Epoch 1 Batch 43/1077 - Train Accuracy: 0.463, Validation Accuracy: 0.512, Loss: 1.132 Epoch 1 Batch 44/1077 - Train Accuracy: 0.479, Validation Accuracy: 0.509, Loss: 1.175 Epoch 1 Batch 45/1077 - Train Accuracy: 0.480, Validation Accuracy: 0.515, Loss: 1.152 Epoch 1 Batch 46/1077 - Train Accuracy: 0.463, Validation Accuracy: 0.510, Loss: 1.186 Epoch 1 Batch 47/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.515, Loss: 1.099 Epoch 1 Batch 48/1077 - Train Accuracy: 0.492, Validation Accuracy: 0.511, Loss: 1.154 Epoch 1 Batch 49/1077 - Train Accuracy: 0.474, Validation Accuracy: 0.518, Loss: 1.132 Epoch 1 Batch 50/1077 - Train Accuracy: 0.494, Validation Accuracy: 0.519, Loss: 1.150 Epoch 1 Batch 51/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.518, Loss: 1.070 Epoch 1 Batch 52/1077 - Train Accuracy: 0.497, Validation Accuracy: 0.519, Loss: 1.145 Epoch 1 Batch 53/1077 - Train Accuracy: 0.503, Validation Accuracy: 0.537, Loss: 1.113 Epoch 1 Batch 54/1077 - Train Accuracy: 0.454, Validation Accuracy: 0.541, Loss: 1.208 Epoch 1 Batch 55/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.540, Loss: 1.097 Epoch 1 Batch 56/1077 - Train Accuracy: 0.467, Validation Accuracy: 0.527, Loss: 1.110 Epoch 1 Batch 57/1077 - Train Accuracy: 0.516, Validation Accuracy: 0.524, Loss: 1.020 Epoch 1 Batch 58/1077 - Train Accuracy: 0.501, Validation Accuracy: 0.524, Loss: 1.107 Epoch 1 Batch 59/1077 - Train Accuracy: 0.467, Validation Accuracy: 0.527, Loss: 1.163 Epoch 1 Batch 60/1077 - Train Accuracy: 0.506, Validation Accuracy: 0.538, Loss: 1.088 Epoch 1 Batch 61/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.536, Loss: 1.104 Epoch 1 Batch 62/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.540, Loss: 1.197 Epoch 1 Batch 63/1077 - Train Accuracy: 0.538, Validation Accuracy: 0.536, Loss: 1.058 Epoch 1 Batch 64/1077 - Train Accuracy: 0.493, Validation Accuracy: 0.534, Loss: 1.123 Epoch 1 Batch 65/1077 - Train Accuracy: 0.431, Validation Accuracy: 0.538, Loss: 1.161 Epoch 1 Batch 66/1077 - Train Accuracy: 0.494, Validation Accuracy: 0.534, Loss: 1.099 Epoch 1 Batch 67/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.536, Loss: 1.070 Epoch 1 Batch 68/1077 - Train Accuracy: 0.493, Validation Accuracy: 0.531, Loss: 1.140 Epoch 1 Batch 69/1077 - Train Accuracy: 0.520, Validation Accuracy: 0.534, Loss: 1.129 Epoch 1 Batch 70/1077 - Train Accuracy: 0.479, Validation Accuracy: 0.535, Loss: 1.153 Epoch 1 Batch 71/1077 - Train Accuracy: 0.492, Validation Accuracy: 0.531, Loss: 1.091 Epoch 1 Batch 72/1077 - Train Accuracy: 0.501, Validation Accuracy: 0.528, Loss: 1.115 Epoch 1 Batch 73/1077 - Train Accuracy: 0.484, Validation Accuracy: 0.521, Loss: 1.126 Epoch 1 Batch 74/1077 - Train Accuracy: 0.513, Validation Accuracy: 0.517, Loss: 1.037 Epoch 1 Batch 75/1077 - Train Accuracy: 0.536, Validation Accuracy: 0.520, Loss: 1.074 Epoch 1 Batch 76/1077 - Train Accuracy: 0.501, Validation Accuracy: 0.519, Loss: 1.086 Epoch 1 Batch 77/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.516, Loss: 1.120 Epoch 1 Batch 78/1077 - Train Accuracy: 0.435, Validation Accuracy: 0.516, Loss: 1.153 Epoch 1 Batch 79/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.515, Loss: 1.130 Epoch 1 Batch 80/1077 - Train Accuracy: 0.495, Validation Accuracy: 0.516, Loss: 1.098 Epoch 1 Batch 81/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.518, Loss: 1.120 Epoch 1 Batch 82/1077 - Train Accuracy: 0.539, Validation Accuracy: 0.522, Loss: 0.987 Epoch 1 Batch 83/1077 - Train Accuracy: 0.484, Validation Accuracy: 0.524, Loss: 1.200 Epoch 1 Batch 84/1077 - Train Accuracy: 0.496, Validation Accuracy: 0.526, Loss: 1.103 Epoch 1 Batch 85/1077 - Train Accuracy: 0.499, Validation Accuracy: 0.527, Loss: 1.032 Epoch 1 Batch 86/1077 - Train Accuracy: 0.520, Validation Accuracy: 0.526, Loss: 1.129 Epoch 1 Batch 87/1077 - Train Accuracy: 0.494, Validation Accuracy: 0.519, Loss: 1.141 Epoch 1 Batch 88/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.525, Loss: 1.112 Epoch 1 Batch 89/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.528, Loss: 1.101 Epoch 1 Batch 90/1077 - Train Accuracy: 0.483, Validation Accuracy: 0.532, Loss: 1.147 Epoch 1 Batch 91/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.526, Loss: 0.991 Epoch 1 Batch 92/1077 - Train Accuracy: 0.500, Validation Accuracy: 0.522, Loss: 1.099 Epoch 1 Batch 93/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.516, Loss: 1.126 Epoch 1 Batch 94/1077 - Train Accuracy: 0.489, Validation Accuracy: 0.517, Loss: 1.062 Epoch 1 Batch 95/1077 - Train Accuracy: 0.516, Validation Accuracy: 0.522, Loss: 1.124 Epoch 1 Batch 96/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.535, Loss: 1.084 Epoch 1 Batch 97/1077 - Train Accuracy: 0.494, Validation Accuracy: 0.536, Loss: 1.105 Epoch 1 Batch 98/1077 - Train Accuracy: 0.533, Validation Accuracy: 0.536, Loss: 1.043 Epoch 1 Batch 99/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.531, Loss: 1.148 Epoch 1 Batch 100/1077 - Train Accuracy: 0.527, Validation Accuracy: 0.540, Loss: 1.115 Epoch 1 Batch 101/1077 - Train Accuracy: 0.491, Validation Accuracy: 0.543, Loss: 1.078 Epoch 1 Batch 102/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.545, Loss: 1.063 Epoch 1 Batch 103/1077 - Train Accuracy: 0.494, Validation Accuracy: 0.546, Loss: 1.174 Epoch 1 Batch 104/1077 - Train Accuracy: 0.505, Validation Accuracy: 0.547, Loss: 1.168 Epoch 1 Batch 105/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.540, Loss: 1.066 Epoch 1 Batch 106/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.529, Loss: 1.203 Epoch 1 Batch 107/1077 - Train Accuracy: 0.520, Validation Accuracy: 0.531, Loss: 1.056 Epoch 1 Batch 108/1077 - Train Accuracy: 0.554, Validation Accuracy: 0.531, Loss: 0.998 Epoch 1 Batch 109/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.536, Loss: 1.093 Epoch 1 Batch 110/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.538, Loss: 1.043 Epoch 1 Batch 111/1077 - Train Accuracy: 0.505, Validation Accuracy: 0.540, Loss: 1.100 Epoch 1 Batch 112/1077 - Train Accuracy: 0.512, Validation Accuracy: 0.539, Loss: 1.099 Epoch 1 Batch 113/1077 - Train Accuracy: 0.481, Validation Accuracy: 0.536, Loss: 1.133 Epoch 1 Batch 114/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.528, Loss: 1.047 Epoch 1 Batch 115/1077 - Train Accuracy: 0.499, Validation Accuracy: 0.529, Loss: 1.137 Epoch 1 Batch 116/1077 - Train Accuracy: 0.494, Validation Accuracy: 0.525, Loss: 1.108 Epoch 1 Batch 117/1077 - Train Accuracy: 0.481, Validation Accuracy: 0.524, Loss: 1.153 Epoch 1 Batch 118/1077 - Train Accuracy: 0.497, Validation Accuracy: 0.522, Loss: 1.143 Epoch 1 Batch 119/1077 - Train Accuracy: 0.483, Validation Accuracy: 0.525, Loss: 1.069 Epoch 1 Batch 120/1077 - Train Accuracy: 0.493, Validation Accuracy: 0.516, Loss: 1.112 Epoch 1 Batch 121/1077 - Train Accuracy: 0.496, Validation Accuracy: 0.515, Loss: 1.081 Epoch 1 Batch 122/1077 - Train Accuracy: 0.522, Validation Accuracy: 0.519, Loss: 1.067 Epoch 1 Batch 123/1077 - Train Accuracy: 0.528, Validation Accuracy: 0.519, Loss: 1.044 Epoch 1 Batch 124/1077 - Train Accuracy: 0.499, Validation Accuracy: 0.520, Loss: 1.101 Epoch 1 Batch 125/1077 - Train Accuracy: 0.521, Validation Accuracy: 0.517, Loss: 1.075 Epoch 1 Batch 126/1077 - Train Accuracy: 0.542, Validation Accuracy: 0.520, Loss: 1.047 Epoch 1 Batch 127/1077 - Train Accuracy: 0.501, Validation Accuracy: 0.521, Loss: 1.072 Epoch 1 Batch 128/1077 - Train Accuracy: 0.558, Validation Accuracy: 0.526, Loss: 1.027 Epoch 1 Batch 129/1077 - Train Accuracy: 0.536, Validation Accuracy: 0.525, Loss: 1.101 Epoch 1 Batch 130/1077 - Train Accuracy: 0.542, Validation Accuracy: 0.524, Loss: 1.021 Epoch 1 Batch 131/1077 - Train Accuracy: 0.511, Validation Accuracy: 0.523, Loss: 1.106 Epoch 1 Batch 132/1077 - Train Accuracy: 0.486, Validation Accuracy: 0.532, Loss: 1.121 Epoch 1 Batch 133/1077 - Train Accuracy: 0.520, Validation Accuracy: 0.537, Loss: 1.091 Epoch 1 Batch 134/1077 - Train Accuracy: 0.560, Validation Accuracy: 0.537, Loss: 1.056 Epoch 1 Batch 135/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.524, Loss: 1.130 Epoch 1 Batch 136/1077 - Train Accuracy: 0.535, Validation Accuracy: 0.530, Loss: 1.073 Epoch 1 Batch 137/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.523, Loss: 0.991 Epoch 1 Batch 138/1077 - Train Accuracy: 0.515, Validation Accuracy: 0.518, Loss: 1.064 Epoch 1 Batch 139/1077 - Train Accuracy: 0.536, Validation Accuracy: 0.529, Loss: 1.082 Epoch 1 Batch 140/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.533, Loss: 1.146 Epoch 1 Batch 141/1077 - Train Accuracy: 0.496, Validation Accuracy: 0.533, Loss: 1.117 Epoch 1 Batch 142/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.540, Loss: 1.020 Epoch 1 Batch 143/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.535, Loss: 1.100 Epoch 1 Batch 144/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.523, Loss: 1.141 Epoch 1 Batch 145/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.515, Loss: 1.051 Epoch 1 Batch 146/1077 - Train Accuracy: 0.516, Validation Accuracy: 0.520, Loss: 1.072 Epoch 1 Batch 147/1077 - Train Accuracy: 0.454, Validation Accuracy: 0.526, Loss: 1.129 Epoch 1 Batch 148/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.525, Loss: 1.078 Epoch 1 Batch 149/1077 - Train Accuracy: 0.477, Validation Accuracy: 0.526, Loss: 1.104 Epoch 1 Batch 150/1077 - Train Accuracy: 0.554, Validation Accuracy: 0.531, Loss: 1.035 Epoch 1 Batch 151/1077 - Train Accuracy: 0.524, Validation Accuracy: 0.537, Loss: 1.036 Epoch 1 Batch 152/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.550, Loss: 1.083 Epoch 1 Batch 153/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.554, Loss: 1.101 Epoch 1 Batch 154/1077 - Train Accuracy: 0.494, Validation Accuracy: 0.555, Loss: 1.129 Epoch 1 Batch 155/1077 - Train Accuracy: 0.513, Validation Accuracy: 0.555, Loss: 1.075 Epoch 1 Batch 156/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.556, Loss: 1.070 Epoch 1 Batch 157/1077 - Train Accuracy: 0.503, Validation Accuracy: 0.555, Loss: 1.077 Epoch 1 Batch 158/1077 - Train Accuracy: 0.512, Validation Accuracy: 0.544, Loss: 1.077 Epoch 1 Batch 159/1077 - Train Accuracy: 0.526, Validation Accuracy: 0.538, Loss: 1.005 Epoch 1 Batch 160/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.534, Loss: 1.047 Epoch 1 Batch 161/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.534, Loss: 1.098 Epoch 1 Batch 162/1077 - Train Accuracy: 0.509, Validation Accuracy: 0.527, Loss: 1.091 Epoch 1 Batch 163/1077 - Train Accuracy: 0.475, Validation Accuracy: 0.535, Loss: 1.111 Epoch 1 Batch 164/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.532, Loss: 1.103 Epoch 1 Batch 165/1077 - Train Accuracy: 0.467, Validation Accuracy: 0.528, Loss: 1.070 Epoch 1 Batch 166/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.536, Loss: 1.047 Epoch 1 Batch 167/1077 - Train Accuracy: 0.503, Validation Accuracy: 0.536, Loss: 1.090 Epoch 1 Batch 168/1077 - Train Accuracy: 0.486, Validation Accuracy: 0.540, Loss: 1.126 Epoch 1 Batch 169/1077 - Train Accuracy: 0.538, Validation Accuracy: 0.547, Loss: 1.045 Epoch 1 Batch 170/1077 - Train Accuracy: 0.501, Validation Accuracy: 0.547, Loss: 1.087 Epoch 1 Batch 171/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.551, Loss: 1.005 Epoch 1 Batch 172/1077 - Train Accuracy: 0.545, Validation Accuracy: 0.553, Loss: 1.001 Epoch 1 Batch 173/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.544, Loss: 1.145 Epoch 1 Batch 174/1077 - Train Accuracy: 0.536, Validation Accuracy: 0.543, Loss: 1.059 Epoch 1 Batch 175/1077 - Train Accuracy: 0.547, Validation Accuracy: 0.545, Loss: 1.044 Epoch 1 Batch 176/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.535, Loss: 1.076 Epoch 1 Batch 177/1077 - Train Accuracy: 0.478, Validation Accuracy: 0.534, Loss: 1.129 Epoch 1 Batch 178/1077 - Train Accuracy: 0.522, Validation Accuracy: 0.543, Loss: 1.050 Epoch 1 Batch 179/1077 - Train Accuracy: 0.527, Validation Accuracy: 0.540, Loss: 1.092 Epoch 1 Batch 180/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.527, Loss: 1.054 Epoch 1 Batch 181/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.527, Loss: 1.092 Epoch 1 Batch 182/1077 - Train Accuracy: 0.516, Validation Accuracy: 0.527, Loss: 1.041 Epoch 1 Batch 183/1077 - Train Accuracy: 0.523, Validation Accuracy: 0.530, Loss: 1.113 Epoch 1 Batch 184/1077 - Train Accuracy: 0.516, Validation Accuracy: 0.529, Loss: 1.034 Epoch 1 Batch 185/1077 - Train Accuracy: 0.501, Validation Accuracy: 0.527, Loss: 1.073 Epoch 1 Batch 186/1077 - Train Accuracy: 0.486, Validation Accuracy: 0.524, Loss: 1.091 Epoch 1 Batch 187/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.534, Loss: 1.068 Epoch 1 Batch 188/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.534, Loss: 1.068 Epoch 1 Batch 189/1077 - Train Accuracy: 0.489, Validation Accuracy: 0.532, Loss: 1.086 Epoch 1 Batch 190/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.531, Loss: 1.065 Epoch 1 Batch 191/1077 - Train Accuracy: 0.561, Validation Accuracy: 0.538, Loss: 0.977 Epoch 1 Batch 192/1077 - Train Accuracy: 0.533, Validation Accuracy: 0.533, Loss: 1.085 Epoch 1 Batch 193/1077 - Train Accuracy: 0.526, Validation Accuracy: 0.533, Loss: 1.033 Epoch 1 Batch 194/1077 - Train Accuracy: 0.548, Validation Accuracy: 0.539, Loss: 0.993 Epoch 1 Batch 195/1077 - Train Accuracy: 0.500, Validation Accuracy: 0.540, Loss: 1.051 Epoch 1 Batch 196/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.538, Loss: 1.039 Epoch 1 Batch 197/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.540, Loss: 1.029 Epoch 1 Batch 198/1077 - Train Accuracy: 0.545, Validation Accuracy: 0.539, Loss: 1.006 Epoch 1 Batch 199/1077 - Train Accuracy: 0.492, Validation Accuracy: 0.541, Loss: 1.050 Epoch 1 Batch 200/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.540, Loss: 1.072 Epoch 1 Batch 201/1077 - Train Accuracy: 0.571, Validation Accuracy: 0.544, Loss: 1.000 Epoch 1 Batch 202/1077 - Train Accuracy: 0.550, Validation Accuracy: 0.545, Loss: 1.064 Epoch 1 Batch 203/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.536, Loss: 1.050 Epoch 1 Batch 204/1077 - Train Accuracy: 0.513, Validation Accuracy: 0.534, Loss: 1.057 Epoch 1 Batch 205/1077 - Train Accuracy: 0.532, Validation Accuracy: 0.532, Loss: 1.078 Epoch 1 Batch 206/1077 - Train Accuracy: 0.524, Validation Accuracy: 0.533, Loss: 1.056 Epoch 1 Batch 207/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.533, Loss: 1.070 Epoch 1 Batch 208/1077 - Train Accuracy: 0.546, Validation Accuracy: 0.532, Loss: 1.016 Epoch 1 Batch 209/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.525, Loss: 0.980 Epoch 1 Batch 210/1077 - Train Accuracy: 0.522, Validation Accuracy: 0.526, Loss: 1.043 Epoch 1 Batch 211/1077 - Train Accuracy: 0.489, Validation Accuracy: 0.531, Loss: 1.040 Epoch 1 Batch 212/1077 - Train Accuracy: 0.531, Validation Accuracy: 0.532, Loss: 1.029 Epoch 1 Batch 213/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.537, Loss: 1.019 Epoch 1 Batch 214/1077 - Train Accuracy: 0.510, Validation Accuracy: 0.545, Loss: 1.049 Epoch 1 Batch 215/1077 - Train Accuracy: 0.495, Validation Accuracy: 0.543, Loss: 1.065 Epoch 1 Batch 216/1077 - Train Accuracy: 0.505, Validation Accuracy: 0.528, Loss: 1.055 Epoch 1 Batch 217/1077 - Train Accuracy: 0.549, Validation Accuracy: 0.534, Loss: 1.017 Epoch 1 Batch 218/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.528, Loss: 1.134 Epoch 1 Batch 219/1077 - Train Accuracy: 0.547, Validation Accuracy: 0.522, Loss: 1.042 Epoch 1 Batch 220/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.526, Loss: 1.075 Epoch 1 Batch 221/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.525, Loss: 1.076 Epoch 1 Batch 222/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.524, Loss: 1.120 Epoch 1 Batch 223/1077 - Train Accuracy: 0.539, Validation Accuracy: 0.524, Loss: 0.982 Epoch 1 Batch 224/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.526, Loss: 1.054 Epoch 1 Batch 225/1077 - Train Accuracy: 0.505, Validation Accuracy: 0.528, Loss: 1.058 Epoch 1 Batch 226/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.532, Loss: 1.044 Epoch 1 Batch 227/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.532, Loss: 1.120 Epoch 1 Batch 228/1077 - Train Accuracy: 0.554, Validation Accuracy: 0.550, Loss: 1.014 Epoch 1 Batch 229/1077 - Train Accuracy: 0.549, Validation Accuracy: 0.553, Loss: 1.045 Epoch 1 Batch 230/1077 - Train Accuracy: 0.558, Validation Accuracy: 0.558, Loss: 0.998 Epoch 1 Batch 231/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.550, Loss: 1.044 Epoch 1 Batch 232/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.555, Loss: 1.082 Epoch 1 Batch 233/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.559, Loss: 1.090 Epoch 1 Batch 234/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.560, Loss: 1.020 Epoch 1 Batch 235/1077 - Train Accuracy: 0.544, Validation Accuracy: 0.564, Loss: 0.977 Epoch 1 Batch 236/1077 - Train Accuracy: 0.524, Validation Accuracy: 0.560, Loss: 1.064 Epoch 1 Batch 237/1077 - Train Accuracy: 0.564, Validation Accuracy: 0.559, Loss: 0.990 Epoch 1 Batch 238/1077 - Train Accuracy: 0.556, Validation Accuracy: 0.554, Loss: 1.086 Epoch 1 Batch 239/1077 - Train Accuracy: 0.569, Validation Accuracy: 0.552, Loss: 0.974 Epoch 1 Batch 240/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.550, Loss: 1.012 Epoch 1 Batch 241/1077 - Train Accuracy: 0.536, Validation Accuracy: 0.550, Loss: 1.003 Epoch 1 Batch 242/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.550, Loss: 1.064 Epoch 1 Batch 243/1077 - Train Accuracy: 0.497, Validation Accuracy: 0.555, Loss: 1.078 Epoch 1 Batch 244/1077 - Train Accuracy: 0.555, Validation Accuracy: 0.552, Loss: 0.993 Epoch 1 Batch 245/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.554, Loss: 1.002 Epoch 1 Batch 246/1077 - Train Accuracy: 0.496, Validation Accuracy: 0.553, Loss: 1.043 Epoch 1 Batch 247/1077 - Train Accuracy: 0.575, Validation Accuracy: 0.551, Loss: 0.996 Epoch 1 Batch 248/1077 - Train Accuracy: 0.546, Validation Accuracy: 0.553, Loss: 1.024 Epoch 1 Batch 249/1077 - Train Accuracy: 0.511, Validation Accuracy: 0.550, Loss: 1.040 Epoch 1 Batch 250/1077 - Train Accuracy: 0.532, Validation Accuracy: 0.552, Loss: 0.961 Epoch 1 Batch 251/1077 - Train Accuracy: 0.550, Validation Accuracy: 0.550, Loss: 1.003 Epoch 1 Batch 252/1077 - Train Accuracy: 0.544, Validation Accuracy: 0.543, Loss: 1.029 Epoch 1 Batch 253/1077 - Train Accuracy: 0.564, Validation Accuracy: 0.543, Loss: 0.991 Epoch 1 Batch 254/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.547, Loss: 1.058 Epoch 1 Batch 255/1077 - Train Accuracy: 0.504, Validation Accuracy: 0.552, Loss: 1.046 Epoch 1 Batch 256/1077 - Train Accuracy: 0.482, Validation Accuracy: 0.554, Loss: 1.063 Epoch 1 Batch 257/1077 - Train Accuracy: 0.563, Validation Accuracy: 0.548, Loss: 0.999 Epoch 1 Batch 258/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.549, Loss: 0.991 Epoch 1 Batch 259/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.550, Loss: 1.027 Epoch 1 Batch 260/1077 - Train Accuracy: 0.540, Validation Accuracy: 0.555, Loss: 0.994 Epoch 1 Batch 261/1077 - Train Accuracy: 0.564, Validation Accuracy: 0.557, Loss: 0.999 Epoch 1 Batch 262/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.553, Loss: 1.042 Epoch 1 Batch 263/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.550, Loss: 0.997 Epoch 1 Batch 264/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.549, Loss: 1.050 Epoch 1 Batch 265/1077 - Train Accuracy: 0.516, Validation Accuracy: 0.545, Loss: 1.037 Epoch 1 Batch 266/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.541, Loss: 0.980 Epoch 1 Batch 267/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.541, Loss: 0.980 Epoch 1 Batch 268/1077 - Train Accuracy: 0.502, Validation Accuracy: 0.542, Loss: 1.023 Epoch 1 Batch 269/1077 - Train Accuracy: 0.513, Validation Accuracy: 0.543, Loss: 1.105 Epoch 1 Batch 270/1077 - Train Accuracy: 0.495, Validation Accuracy: 0.537, Loss: 1.092 Epoch 1 Batch 271/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.537, Loss: 1.025 Epoch 1 Batch 272/1077 - Train Accuracy: 0.511, Validation Accuracy: 0.534, Loss: 1.035 Epoch 1 Batch 273/1077 - Train Accuracy: 0.522, Validation Accuracy: 0.539, Loss: 1.001 Epoch 1 Batch 274/1077 - Train Accuracy: 0.523, Validation Accuracy: 0.542, Loss: 1.008 Epoch 1 Batch 275/1077 - Train Accuracy: 0.528, Validation Accuracy: 0.546, Loss: 0.985 Epoch 1 Batch 276/1077 - Train Accuracy: 0.477, Validation Accuracy: 0.543, Loss: 1.055 Epoch 1 Batch 277/1077 - Train Accuracy: 0.552, Validation Accuracy: 0.548, Loss: 0.964 Epoch 1 Batch 278/1077 - Train Accuracy: 0.526, Validation Accuracy: 0.547, Loss: 1.073 Epoch 1 Batch 279/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.557, Loss: 1.114 Epoch 1 Batch 280/1077 - Train Accuracy: 0.510, Validation Accuracy: 0.563, Loss: 1.061 Epoch 1 Batch 281/1077 - Train Accuracy: 0.522, Validation Accuracy: 0.567, Loss: 1.047 Epoch 1 Batch 282/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.565, Loss: 1.057 Epoch 1 Batch 283/1077 - Train Accuracy: 0.548, Validation Accuracy: 0.567, Loss: 1.052 Epoch 1 Batch 284/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.562, Loss: 1.089 Epoch 1 Batch 285/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.558, Loss: 0.979 Epoch 1 Batch 286/1077 - Train Accuracy: 0.556, Validation Accuracy: 0.555, Loss: 0.938 Epoch 1 Batch 287/1077 - Train Accuracy: 0.546, Validation Accuracy: 0.558, Loss: 1.017 Epoch 1 Batch 288/1077 - Train Accuracy: 0.514, Validation Accuracy: 0.559, Loss: 1.076 Epoch 1 Batch 289/1077 - Train Accuracy: 0.538, Validation Accuracy: 0.556, Loss: 1.003 Epoch 1 Batch 290/1077 - Train Accuracy: 0.547, Validation Accuracy: 0.563, Loss: 1.059 Epoch 1 Batch 291/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.561, Loss: 1.039 Epoch 1 Batch 292/1077 - Train Accuracy: 0.540, Validation Accuracy: 0.560, Loss: 0.996 Epoch 1 Batch 293/1077 - Train Accuracy: 0.495, Validation Accuracy: 0.551, Loss: 1.077 Epoch 1 Batch 294/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.548, Loss: 0.936 Epoch 1 Batch 295/1077 - Train Accuracy: 0.506, Validation Accuracy: 0.550, Loss: 1.097 Epoch 1 Batch 296/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.551, Loss: 0.992 Epoch 1 Batch 297/1077 - Train Accuracy: 0.513, Validation Accuracy: 0.555, Loss: 1.078 Epoch 1 Batch 298/1077 - Train Accuracy: 0.527, Validation Accuracy: 0.559, Loss: 1.089 Epoch 1 Batch 299/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.560, Loss: 1.000 Epoch 1 Batch 300/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.562, Loss: 1.075 Epoch 1 Batch 301/1077 - Train Accuracy: 0.522, Validation Accuracy: 0.564, Loss: 1.022 Epoch 1 Batch 302/1077 - Train Accuracy: 0.572, Validation Accuracy: 0.562, Loss: 1.022 Epoch 1 Batch 303/1077 - Train Accuracy: 0.543, Validation Accuracy: 0.561, Loss: 1.024 Epoch 1 Batch 304/1077 - Train Accuracy: 0.555, Validation Accuracy: 0.567, Loss: 0.949 Epoch 1 Batch 305/1077 - Train Accuracy: 0.538, Validation Accuracy: 0.564, Loss: 1.000 Epoch 1 Batch 306/1077 - Train Accuracy: 0.555, Validation Accuracy: 0.564, Loss: 0.988 Epoch 1 Batch 307/1077 - Train Accuracy: 0.535, Validation Accuracy: 0.567, Loss: 1.015 Epoch 1 Batch 308/1077 - Train Accuracy: 0.512, Validation Accuracy: 0.561, Loss: 1.099 Epoch 1 Batch 309/1077 - Train Accuracy: 0.541, Validation Accuracy: 0.562, Loss: 0.992 Epoch 1 Batch 310/1077 - Train Accuracy: 0.516, Validation Accuracy: 0.567, Loss: 1.013 Epoch 1 Batch 311/1077 - Train Accuracy: 0.567, Validation Accuracy: 0.561, Loss: 0.956 Epoch 1 Batch 312/1077 - Train Accuracy: 0.528, Validation Accuracy: 0.555, Loss: 1.047 Epoch 1 Batch 313/1077 - Train Accuracy: 0.526, Validation Accuracy: 0.555, Loss: 1.026 Epoch 1 Batch 314/1077 - Train Accuracy: 0.550, Validation Accuracy: 0.557, Loss: 1.015 Epoch 1 Batch 315/1077 - Train Accuracy: 0.535, Validation Accuracy: 0.556, Loss: 0.983 Epoch 1 Batch 316/1077 - Train Accuracy: 0.544, Validation Accuracy: 0.555, Loss: 0.977 Epoch 1 Batch 317/1077 - Train Accuracy: 0.551, Validation Accuracy: 0.559, Loss: 1.088 Epoch 1 Batch 318/1077 - Train Accuracy: 0.500, Validation Accuracy: 0.559, Loss: 1.027 Epoch 1 Batch 319/1077 - Train Accuracy: 0.554, Validation Accuracy: 0.548, Loss: 1.021 Epoch 1 Batch 320/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.544, Loss: 1.032 Epoch 1 Batch 321/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.547, Loss: 0.994 Epoch 1 Batch 322/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.550, Loss: 0.975 Epoch 1 Batch 323/1077 - Train Accuracy: 0.573, Validation Accuracy: 0.551, Loss: 0.984 Epoch 1 Batch 324/1077 - Train Accuracy: 0.499, Validation Accuracy: 0.553, Loss: 1.017 Epoch 1 Batch 325/1077 - Train Accuracy: 0.561, Validation Accuracy: 0.555, Loss: 0.958 Epoch 1 Batch 326/1077 - Train Accuracy: 0.575, Validation Accuracy: 0.559, Loss: 0.987 Epoch 1 Batch 327/1077 - Train Accuracy: 0.531, Validation Accuracy: 0.556, Loss: 1.042 Epoch 1 Batch 328/1077 - Train Accuracy: 0.549, Validation Accuracy: 0.559, Loss: 1.002 Epoch 1 Batch 329/1077 - Train Accuracy: 0.506, Validation Accuracy: 0.559, Loss: 1.046 Epoch 1 Batch 330/1077 - Train Accuracy: 0.565, Validation Accuracy: 0.552, Loss: 1.009 Epoch 1 Batch 331/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.551, Loss: 1.028 Epoch 1 Batch 332/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.550, Loss: 0.935 Epoch 1 Batch 333/1077 - Train Accuracy: 0.505, Validation Accuracy: 0.552, Loss: 1.031 Epoch 1 Batch 334/1077 - Train Accuracy: 0.542, Validation Accuracy: 0.550, Loss: 1.015 Epoch 1 Batch 335/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.553, Loss: 0.927 Epoch 1 Batch 336/1077 - Train Accuracy: 0.547, Validation Accuracy: 0.559, Loss: 1.004 Epoch 1 Batch 337/1077 - Train Accuracy: 0.498, Validation Accuracy: 0.565, Loss: 1.039 Epoch 1 Batch 338/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.561, Loss: 1.046 Epoch 1 Batch 339/1077 - Train Accuracy: 0.564, Validation Accuracy: 0.561, Loss: 0.962 Epoch 1 Batch 340/1077 - Train Accuracy: 0.509, Validation Accuracy: 0.557, Loss: 1.037 Epoch 1 Batch 341/1077 - Train Accuracy: 0.549, Validation Accuracy: 0.561, Loss: 1.016 Epoch 1 Batch 342/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.559, Loss: 0.969 Epoch 1 Batch 343/1077 - Train Accuracy: 0.554, Validation Accuracy: 0.563, Loss: 1.020 Epoch 1 Batch 344/1077 - Train Accuracy: 0.501, Validation Accuracy: 0.565, Loss: 1.017 Epoch 1 Batch 345/1077 - Train Accuracy: 0.564, Validation Accuracy: 0.563, Loss: 0.962 Epoch 1 Batch 346/1077 - Train Accuracy: 0.528, Validation Accuracy: 0.564, Loss: 1.028 Epoch 1 Batch 347/1077 - Train Accuracy: 0.561, Validation Accuracy: 0.555, Loss: 0.959 Epoch 1 Batch 348/1077 - Train Accuracy: 0.542, Validation Accuracy: 0.548, Loss: 0.951 Epoch 1 Batch 349/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.546, Loss: 1.001 Epoch 1 Batch 350/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.552, Loss: 1.044 Epoch 1 Batch 351/1077 - Train Accuracy: 0.470, Validation Accuracy: 0.551, Loss: 1.076 Epoch 1 Batch 352/1077 - Train Accuracy: 0.499, Validation Accuracy: 0.556, Loss: 1.046 Epoch 1 Batch 353/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.556, Loss: 1.075 Epoch 1 Batch 354/1077 - Train Accuracy: 0.526, Validation Accuracy: 0.560, Loss: 1.033 Epoch 1 Batch 355/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.566, Loss: 0.993 Epoch 1 Batch 356/1077 - Train Accuracy: 0.560, Validation Accuracy: 0.564, Loss: 1.016 Epoch 1 Batch 357/1077 - Train Accuracy: 0.549, Validation Accuracy: 0.561, Loss: 0.938 Epoch 1 Batch 358/1077 - Train Accuracy: 0.507, Validation Accuracy: 0.558, Loss: 1.044 Epoch 1 Batch 359/1077 - Train Accuracy: 0.531, Validation Accuracy: 0.557, Loss: 0.991 Epoch 1 Batch 360/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.558, Loss: 1.006 Epoch 1 Batch 361/1077 - Train Accuracy: 0.557, Validation Accuracy: 0.557, Loss: 1.032 Epoch 1 Batch 362/1077 - Train Accuracy: 0.556, Validation Accuracy: 0.563, Loss: 0.991 Epoch 1 Batch 363/1077 - Train Accuracy: 0.519, Validation Accuracy: 0.565, Loss: 1.024 Epoch 1 Batch 364/1077 - Train Accuracy: 0.517, Validation Accuracy: 0.565, Loss: 1.006 Epoch 1 Batch 365/1077 - Train Accuracy: 0.521, Validation Accuracy: 0.562, Loss: 0.999 Epoch 1 Batch 366/1077 - Train Accuracy: 0.544, Validation Accuracy: 0.567, Loss: 1.005 Epoch 1 Batch 367/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.568, Loss: 0.927 Epoch 1 Batch 368/1077 - Train Accuracy: 0.539, Validation Accuracy: 0.577, Loss: 0.997 Epoch 1 Batch 369/1077 - Train Accuracy: 0.547, Validation Accuracy: 0.567, Loss: 0.976 Epoch 1 Batch 370/1077 - Train Accuracy: 0.547, Validation Accuracy: 0.566, Loss: 0.955 Epoch 1 Batch 371/1077 - Train Accuracy: 0.528, Validation Accuracy: 0.567, Loss: 0.977 Epoch 1 Batch 372/1077 - Train Accuracy: 0.568, Validation Accuracy: 0.576, Loss: 0.957 Epoch 1 Batch 373/1077 - Train Accuracy: 0.581, Validation Accuracy: 0.578, Loss: 0.930 Epoch 1 Batch 374/1077 - Train Accuracy: 0.510, Validation Accuracy: 0.579, Loss: 1.064 Epoch 1 Batch 375/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.578, Loss: 0.923 Epoch 1 Batch 376/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.571, Loss: 0.941 Epoch 1 Batch 377/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.568, Loss: 1.017 Epoch 1 Batch 378/1077 - Train Accuracy: 0.556, Validation Accuracy: 0.568, Loss: 0.974 Epoch 1 Batch 379/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.567, Loss: 1.011 Epoch 1 Batch 380/1077 - Train Accuracy: 0.547, Validation Accuracy: 0.566, Loss: 0.961 Epoch 1 Batch 381/1077 - Train Accuracy: 0.538, Validation Accuracy: 0.562, Loss: 0.993 Epoch 1 Batch 382/1077 - Train Accuracy: 0.543, Validation Accuracy: 0.560, Loss: 1.006 Epoch 1 Batch 383/1077 - Train Accuracy: 0.525, Validation Accuracy: 0.559, Loss: 0.963 Epoch 1 Batch 384/1077 - Train Accuracy: 0.548, Validation Accuracy: 0.549, Loss: 0.994 Epoch 1 Batch 385/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.551, Loss: 1.015 Epoch 1 Batch 386/1077 - Train Accuracy: 0.560, Validation Accuracy: 0.554, Loss: 0.959 Epoch 1 Batch 387/1077 - Train Accuracy: 0.542, Validation Accuracy: 0.559, Loss: 0.973 Epoch 1 Batch 388/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.572, Loss: 0.958 Epoch 1 Batch 389/1077 - Train Accuracy: 0.554, Validation Accuracy: 0.576, Loss: 0.969 Epoch 1 Batch 390/1077 - Train Accuracy: 0.534, Validation Accuracy: 0.576, Loss: 1.041 Epoch 1 Batch 391/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.575, Loss: 0.970 Epoch 1 Batch 392/1077 - Train Accuracy: 0.529, Validation Accuracy: 0.588, Loss: 0.963 Epoch 1 Batch 393/1077 - Train Accuracy: 0.597, Validation Accuracy: 0.592, Loss: 0.946 Epoch 1 Batch 394/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.595, Loss: 1.009 Epoch 1 Batch 395/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.594, Loss: 0.928 Epoch 1 Batch 396/1077 - Train Accuracy: 0.566, Validation Accuracy: 0.590, Loss: 1.000 Epoch 1 Batch 397/1077 - Train Accuracy: 0.593, Validation Accuracy: 0.589, Loss: 0.953 Epoch 1 Batch 398/1077 - Train Accuracy: 0.566, Validation Accuracy: 0.582, Loss: 1.049 Epoch 1 Batch 399/1077 - Train Accuracy: 0.505, Validation Accuracy: 0.582, Loss: 1.087 Epoch 1 Batch 400/1077 - Train Accuracy: 0.565, Validation Accuracy: 0.586, Loss: 0.987 Epoch 1 Batch 401/1077 - Train Accuracy: 0.572, Validation Accuracy: 0.583, Loss: 0.979 Epoch 1 Batch 402/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.580, Loss: 0.965 Epoch 1 Batch 403/1077 - Train Accuracy: 0.535, Validation Accuracy: 0.576, Loss: 1.016 Epoch 1 Batch 404/1077 - Train Accuracy: 0.563, Validation Accuracy: 0.573, Loss: 0.939 Epoch 1 Batch 405/1077 - Train Accuracy: 0.518, Validation Accuracy: 0.571, Loss: 1.037 Epoch 1 Batch 406/1077 - Train Accuracy: 0.557, Validation Accuracy: 0.574, Loss: 0.971 Epoch 1 Batch 407/1077 - Train Accuracy: 0.527, Validation Accuracy: 0.578, Loss: 1.052 Epoch 1 Batch 408/1077 - Train Accuracy: 0.546, Validation Accuracy: 0.580, Loss: 0.976 Epoch 1 Batch 409/1077 - Train Accuracy: 0.541, Validation Accuracy: 0.578, Loss: 0.985 Epoch 1 Batch 410/1077 - Train Accuracy: 0.512, Validation Accuracy: 0.580, Loss: 1.015 Epoch 1 Batch 411/1077 - Train Accuracy: 0.569, Validation Accuracy: 0.582, Loss: 0.946 Epoch 1 Batch 412/1077 - Train Accuracy: 0.550, Validation Accuracy: 0.585, Loss: 0.948 Epoch 1 Batch 413/1077 - Train Accuracy: 0.558, Validation Accuracy: 0.583, Loss: 0.974 Epoch 1 Batch 414/1077 - Train Accuracy: 0.508, Validation Accuracy: 0.587, Loss: 1.016 Epoch 1 Batch 415/1077 - Train Accuracy: 0.539, Validation Accuracy: 0.588, Loss: 0.928 Epoch 1 Batch 416/1077 - Train Accuracy: 0.549, Validation Accuracy: 0.588, Loss: 0.975 Epoch 1 Batch 417/1077 - Train Accuracy: 0.577, Validation Accuracy: 0.584, Loss: 1.001 Epoch 1 Batch 418/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.586, Loss: 0.967 Epoch 1 Batch 419/1077 - Train Accuracy: 0.549, Validation Accuracy: 0.589, Loss: 0.989 Epoch 1 Batch 420/1077 - Train Accuracy: 0.555, Validation Accuracy: 0.587, Loss: 0.964 Epoch 1 Batch 421/1077 - Train Accuracy: 0.561, Validation Accuracy: 0.585, Loss: 1.006 Epoch 1 Batch 422/1077 - Train Accuracy: 0.554, Validation Accuracy: 0.584, Loss: 0.934 Epoch 1 Batch 423/1077 - Train Accuracy: 0.555, Validation Accuracy: 0.585, Loss: 1.002 Epoch 1 Batch 424/1077 - Train Accuracy: 0.541, Validation Accuracy: 0.585, Loss: 0.995 Epoch 1 Batch 425/1077 - Train Accuracy: 0.588, Validation Accuracy: 0.586, Loss: 0.942 Epoch 1 Batch 426/1077 - Train Accuracy: 0.524, Validation Accuracy: 0.580, Loss: 1.012 Epoch 1 Batch 427/1077 - Train Accuracy: 0.552, Validation Accuracy: 0.580, Loss: 0.976 Epoch 1 Batch 428/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.591, Loss: 0.920 Epoch 1 Batch 429/1077 - Train Accuracy: 0.561, Validation Accuracy: 0.584, Loss: 0.959 Epoch 1 Batch 430/1077 - Train Accuracy: 0.554, Validation Accuracy: 0.583, Loss: 0.975 Epoch 1 Batch 431/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.579, Loss: 0.987 Epoch 1 Batch 432/1077 - Train Accuracy: 0.584, Validation Accuracy: 0.575, Loss: 0.992 Epoch 1 Batch 433/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.578, Loss: 0.997 Epoch 1 Batch 434/1077 - Train Accuracy: 0.557, Validation Accuracy: 0.572, Loss: 0.997 Epoch 1 Batch 435/1077 - Train Accuracy: 0.530, Validation Accuracy: 0.558, Loss: 1.024 Epoch 1 Batch 436/1077 - Train Accuracy: 0.584, Validation Accuracy: 0.555, Loss: 0.929 Epoch 1 Batch 437/1077 - Train Accuracy: 0.512, Validation Accuracy: 0.553, Loss: 0.984 Epoch 1 Batch 438/1077 - Train Accuracy: 0.536, Validation Accuracy: 0.560, Loss: 0.948 Epoch 1 Batch 439/1077 - Train Accuracy: 0.520, Validation Accuracy: 0.559, Loss: 1.002 Epoch 1 Batch 440/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.565, Loss: 1.020 Epoch 1 Batch 441/1077 - Train Accuracy: 0.516, Validation Accuracy: 0.567, Loss: 0.989 Epoch 1 Batch 442/1077 - Train Accuracy: 0.573, Validation Accuracy: 0.574, Loss: 0.950 Epoch 1 Batch 443/1077 - Train Accuracy: 0.576, Validation Accuracy: 0.586, Loss: 0.933 Epoch 1 Batch 444/1077 - Train Accuracy: 0.557, Validation Accuracy: 0.591, Loss: 0.980 Epoch 1 Batch 445/1077 - Train Accuracy: 0.523, Validation Accuracy: 0.594, Loss: 1.039 Epoch 1 Batch 446/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.596, Loss: 0.899 Epoch 1 Batch 447/1077 - Train Accuracy: 0.542, Validation Accuracy: 0.598, Loss: 0.999 Epoch 1 Batch 448/1077 - Train Accuracy: 0.565, Validation Accuracy: 0.591, Loss: 0.998 Epoch 1 Batch 449/1077 - Train Accuracy: 0.550, Validation Accuracy: 0.585, Loss: 1.024 Epoch 1 Batch 450/1077 - Train Accuracy: 0.569, Validation Accuracy: 0.578, Loss: 0.982 Epoch 1 Batch 451/1077 - Train Accuracy: 0.574, Validation Accuracy: 0.578, Loss: 0.944 Epoch 1 Batch 452/1077 - Train Accuracy: 0.571, Validation Accuracy: 0.583, Loss: 0.957 Epoch 1 Batch 453/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.582, Loss: 0.957 Epoch 1 Batch 454/1077 - Train Accuracy: 0.584, Validation Accuracy: 0.584, Loss: 0.944 Epoch 1 Batch 455/1077 - Train Accuracy: 0.591, Validation Accuracy: 0.588, Loss: 0.914 Epoch 1 Batch 456/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.589, Loss: 0.994 Epoch 1 Batch 457/1077 - Train Accuracy: 0.581, Validation Accuracy: 0.593, Loss: 0.936 Epoch 1 Batch 458/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.596, Loss: 0.959 Epoch 1 Batch 459/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.582, Loss: 0.909 Epoch 1 Batch 460/1077 - Train Accuracy: 0.533, Validation Accuracy: 0.573, Loss: 0.995 Epoch 1 Batch 461/1077 - Train Accuracy: 0.568, Validation Accuracy: 0.566, Loss: 0.980 Epoch 1 Batch 462/1077 - Train Accuracy: 0.548, Validation Accuracy: 0.568, Loss: 0.930 Epoch 1 Batch 463/1077 - Train Accuracy: 0.537, Validation Accuracy: 0.578, Loss: 0.975 Epoch 1 Batch 464/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.586, Loss: 0.938 Epoch 1 Batch 465/1077 - Train Accuracy: 0.558, Validation Accuracy: 0.594, Loss: 1.034 Epoch 1 Batch 466/1077 - Train Accuracy: 0.575, Validation Accuracy: 0.602, Loss: 0.952 Epoch 1 Batch 467/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.604, Loss: 0.926 Epoch 1 Batch 468/1077 - Train Accuracy: 0.584, Validation Accuracy: 0.594, Loss: 0.954 Epoch 1 Batch 469/1077 - Train Accuracy: 0.541, Validation Accuracy: 0.586, Loss: 0.984 Epoch 1 Batch 470/1077 - Train Accuracy: 0.523, Validation Accuracy: 0.581, Loss: 1.009 Epoch 1 Batch 471/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.581, Loss: 0.970 Epoch 1 Batch 472/1077 - Train Accuracy: 0.561, Validation Accuracy: 0.578, Loss: 0.954 Epoch 1 Batch 473/1077 - Train Accuracy: 0.550, Validation Accuracy: 0.594, Loss: 0.969 Epoch 1 Batch 474/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.608, Loss: 0.974 Epoch 1 Batch 475/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.604, Loss: 0.924 Epoch 1 Batch 476/1077 - Train Accuracy: 0.567, Validation Accuracy: 0.603, Loss: 0.974 Epoch 1 Batch 477/1077 - Train Accuracy: 0.617, Validation Accuracy: 0.603, Loss: 0.907 Epoch 1 Batch 478/1077 - Train Accuracy: 0.549, Validation Accuracy: 0.602, Loss: 1.009 Epoch 1 Batch 479/1077 - Train Accuracy: 0.546, Validation Accuracy: 0.598, Loss: 1.019 Epoch 1 Batch 480/1077 - Train Accuracy: 0.553, Validation Accuracy: 0.599, Loss: 0.979 Epoch 1 Batch 481/1077 - Train Accuracy: 0.585, Validation Accuracy: 0.602, Loss: 0.947 Epoch 1 Batch 482/1077 - Train Accuracy: 0.567, Validation Accuracy: 0.599, Loss: 1.016 Epoch 1 Batch 483/1077 - Train Accuracy: 0.531, Validation Accuracy: 0.600, Loss: 0.974 Epoch 1 Batch 484/1077 - Train Accuracy: 0.569, Validation Accuracy: 0.592, Loss: 0.962 Epoch 1 Batch 485/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.595, Loss: 0.946 Epoch 1 Batch 486/1077 - Train Accuracy: 0.588, Validation Accuracy: 0.610, Loss: 0.979 Epoch 1 Batch 487/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.611, Loss: 0.994 Epoch 1 Batch 488/1077 - Train Accuracy: 0.570, Validation Accuracy: 0.612, Loss: 0.982 Epoch 1 Batch 489/1077 - Train Accuracy: 0.593, Validation Accuracy: 0.603, Loss: 0.932 Epoch 1 Batch 490/1077 - Train Accuracy: 0.576, Validation Accuracy: 0.597, Loss: 0.972 Epoch 1 Batch 491/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.611, Loss: 0.949 Epoch 1 Batch 492/1077 - Train Accuracy: 0.571, Validation Accuracy: 0.618, Loss: 1.006 Epoch 1 Batch 493/1077 - Train Accuracy: 0.603, Validation Accuracy: 0.624, Loss: 0.918 Epoch 1 Batch 494/1077 - Train Accuracy: 0.584, Validation Accuracy: 0.623, Loss: 0.923 Epoch 1 Batch 495/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.623, Loss: 0.942 Epoch 1 Batch 496/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.608, Loss: 0.988 Epoch 1 Batch 497/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.598, Loss: 1.016 Epoch 1 Batch 498/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.597, Loss: 0.935 Epoch 1 Batch 499/1077 - Train Accuracy: 0.560, Validation Accuracy: 0.597, Loss: 0.916 Epoch 1 Batch 500/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.595, Loss: 0.960 Epoch 1 Batch 501/1077 - Train Accuracy: 0.576, Validation Accuracy: 0.587, Loss: 0.955 Epoch 1 Batch 502/1077 - Train Accuracy: 0.598, Validation Accuracy: 0.583, Loss: 0.932 Epoch 1 Batch 503/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.586, Loss: 0.946 Epoch 1 Batch 504/1077 - Train Accuracy: 0.593, Validation Accuracy: 0.589, Loss: 0.952 Epoch 1 Batch 505/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.593, Loss: 0.882 Epoch 1 Batch 506/1077 - Train Accuracy: 0.571, Validation Accuracy: 0.598, Loss: 0.945 Epoch 1 Batch 507/1077 - Train Accuracy: 0.540, Validation Accuracy: 0.601, Loss: 0.942 Epoch 1 Batch 508/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.602, Loss: 0.903 Epoch 1 Batch 509/1077 - Train Accuracy: 0.567, Validation Accuracy: 0.605, Loss: 0.936 Epoch 1 Batch 510/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.611, Loss: 0.929 Epoch 1 Batch 511/1077 - Train Accuracy: 0.587, Validation Accuracy: 0.613, Loss: 0.987 Epoch 1 Batch 512/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.616, Loss: 0.961 Epoch 1 Batch 513/1077 - Train Accuracy: 0.611, Validation Accuracy: 0.615, Loss: 0.946 Epoch 1 Batch 514/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.615, Loss: 0.976 Epoch 1 Batch 515/1077 - Train Accuracy: 0.611, Validation Accuracy: 0.618, Loss: 0.972 Epoch 1 Batch 516/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.622, Loss: 0.895 Epoch 1 Batch 517/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.616, Loss: 0.917 Epoch 1 Batch 518/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.615, Loss: 0.920 Epoch 1 Batch 519/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.613, Loss: 0.948 Epoch 1 Batch 520/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.612, Loss: 0.920 Epoch 1 Batch 521/1077 - Train Accuracy: 0.593, Validation Accuracy: 0.620, Loss: 0.923 Epoch 1 Batch 522/1077 - Train Accuracy: 0.587, Validation Accuracy: 0.614, Loss: 0.985 Epoch 1 Batch 523/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.614, Loss: 0.975 Epoch 1 Batch 524/1077 - Train Accuracy: 0.570, Validation Accuracy: 0.620, Loss: 0.973 Epoch 1 Batch 525/1077 - Train Accuracy: 0.570, Validation Accuracy: 0.615, Loss: 0.947 Epoch 1 Batch 526/1077 - Train Accuracy: 0.557, Validation Accuracy: 0.608, Loss: 0.951 Epoch 1 Batch 527/1077 - Train Accuracy: 0.567, Validation Accuracy: 0.604, Loss: 0.987 Epoch 1 Batch 528/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.613, Loss: 0.930 Epoch 1 Batch 529/1077 - Train Accuracy: 0.585, Validation Accuracy: 0.615, Loss: 0.935 Epoch 1 Batch 530/1077 - Train Accuracy: 0.571, Validation Accuracy: 0.614, Loss: 0.969 Epoch 1 Batch 531/1077 - Train Accuracy: 0.587, Validation Accuracy: 0.612, Loss: 0.950 Epoch 1 Batch 532/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.611, Loss: 0.986 Epoch 1 Batch 533/1077 - Train Accuracy: 0.610, Validation Accuracy: 0.614, Loss: 0.958 Epoch 1 Batch 534/1077 - Train Accuracy: 0.612, Validation Accuracy: 0.616, Loss: 0.920 Epoch 1 Batch 535/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.614, Loss: 0.947 Epoch 1 Batch 536/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.604, Loss: 0.945 Epoch 1 Batch 537/1077 - Train Accuracy: 0.578, Validation Accuracy: 0.602, Loss: 0.942 Epoch 1 Batch 538/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.606, Loss: 0.871 Epoch 1 Batch 539/1077 - Train Accuracy: 0.573, Validation Accuracy: 0.600, Loss: 0.948 Epoch 1 Batch 540/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.600, Loss: 0.906 Epoch 1 Batch 541/1077 - Train Accuracy: 0.559, Validation Accuracy: 0.608, Loss: 0.954 Epoch 1 Batch 542/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.607, Loss: 0.933 Epoch 1 Batch 543/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.612, Loss: 0.955 Epoch 1 Batch 544/1077 - Train Accuracy: 0.564, Validation Accuracy: 0.610, Loss: 0.940 Epoch 1 Batch 545/1077 - Train Accuracy: 0.606, Validation Accuracy: 0.599, Loss: 0.982 Epoch 1 Batch 546/1077 - Train Accuracy: 0.533, Validation Accuracy: 0.590, Loss: 1.013 Epoch 1 Batch 547/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.588, Loss: 0.940 Epoch 1 Batch 548/1077 - Train Accuracy: 0.572, Validation Accuracy: 0.586, Loss: 0.926 Epoch 1 Batch 549/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.587, Loss: 1.012 Epoch 1 Batch 550/1077 - Train Accuracy: 0.557, Validation Accuracy: 0.597, Loss: 0.979 Epoch 1 Batch 551/1077 - Train Accuracy: 0.583, Validation Accuracy: 0.611, Loss: 0.968 Epoch 1 Batch 552/1077 - Train Accuracy: 0.603, Validation Accuracy: 0.616, Loss: 0.969 Epoch 1 Batch 553/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.613, Loss: 0.944 Epoch 1 Batch 554/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.606, Loss: 0.959 Epoch 1 Batch 555/1077 - Train Accuracy: 0.562, Validation Accuracy: 0.604, Loss: 0.923 Epoch 1 Batch 556/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.610, Loss: 0.928 Epoch 1 Batch 557/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.612, Loss: 0.922 Epoch 1 Batch 558/1077 - Train Accuracy: 0.591, Validation Accuracy: 0.618, Loss: 0.908 Epoch 1 Batch 559/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.624, Loss: 0.926 Epoch 1 Batch 560/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.625, Loss: 0.936 Epoch 1 Batch 561/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.627, Loss: 0.882 Epoch 1 Batch 562/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.624, Loss: 0.875 Epoch 1 Batch 563/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.616, Loss: 0.966 Epoch 1 Batch 564/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.620, Loss: 0.986 Epoch 1 Batch 565/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.616, Loss: 0.927 Epoch 1 Batch 566/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.615, Loss: 0.945 Epoch 1 Batch 567/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.616, Loss: 0.927 Epoch 1 Batch 568/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.623, Loss: 0.907 Epoch 1 Batch 569/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.624, Loss: 0.918 Epoch 1 Batch 570/1077 - Train Accuracy: 0.590, Validation Accuracy: 0.627, Loss: 0.969 Epoch 1 Batch 571/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.623, Loss: 0.865 Epoch 1 Batch 572/1077 - Train Accuracy: 0.589, Validation Accuracy: 0.623, Loss: 0.872 Epoch 1 Batch 573/1077 - Train Accuracy: 0.588, Validation Accuracy: 0.623, Loss: 0.931 Epoch 1 Batch 574/1077 - Train Accuracy: 0.581, Validation Accuracy: 0.624, Loss: 0.971 Epoch 1 Batch 575/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.625, Loss: 0.909 Epoch 1 Batch 576/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.620, Loss: 0.969 Epoch 1 Batch 577/1077 - Train Accuracy: 0.578, Validation Accuracy: 0.618, Loss: 0.982 Epoch 1 Batch 578/1077 - Train Accuracy: 0.575, Validation Accuracy: 0.605, Loss: 0.966 Epoch 1 Batch 579/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.606, Loss: 0.905 Epoch 1 Batch 580/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.607, Loss: 0.881 Epoch 1 Batch 581/1077 - Train Accuracy: 0.586, Validation Accuracy: 0.609, Loss: 0.930 Epoch 1 Batch 582/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.613, Loss: 0.945 Epoch 1 Batch 583/1077 - Train Accuracy: 0.598, Validation Accuracy: 0.616, Loss: 0.952 Epoch 1 Batch 584/1077 - Train Accuracy: 0.586, Validation Accuracy: 0.615, Loss: 0.935 Epoch 1 Batch 585/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.614, Loss: 0.854 Epoch 1 Batch 586/1077 - Train Accuracy: 0.566, Validation Accuracy: 0.609, Loss: 1.016 Epoch 1 Batch 587/1077 - Train Accuracy: 0.610, Validation Accuracy: 0.608, Loss: 0.899 Epoch 1 Batch 588/1077 - Train Accuracy: 0.593, Validation Accuracy: 0.610, Loss: 0.928 Epoch 1 Batch 589/1077 - Train Accuracy: 0.586, Validation Accuracy: 0.606, Loss: 0.971 Epoch 1 Batch 590/1077 - Train Accuracy: 0.561, Validation Accuracy: 0.600, Loss: 0.968 Epoch 1 Batch 591/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.597, Loss: 0.865 Epoch 1 Batch 592/1077 - Train Accuracy: 0.603, Validation Accuracy: 0.599, Loss: 0.956 Epoch 1 Batch 593/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.607, Loss: 0.886 Epoch 1 Batch 594/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.605, Loss: 0.938 Epoch 1 Batch 595/1077 - Train Accuracy: 0.553, Validation Accuracy: 0.610, Loss: 0.940 Epoch 1 Batch 596/1077 - Train Accuracy: 0.603, Validation Accuracy: 0.611, Loss: 0.958 Epoch 1 Batch 597/1077 - Train Accuracy: 0.586, Validation Accuracy: 0.623, Loss: 0.963 Epoch 1 Batch 598/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.619, Loss: 0.913 Epoch 1 Batch 599/1077 - Train Accuracy: 0.584, Validation Accuracy: 0.625, Loss: 0.989 Epoch 1 Batch 600/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.625, Loss: 0.893 Epoch 1 Batch 601/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.625, Loss: 0.879 Epoch 1 Batch 602/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.624, Loss: 0.910 Epoch 1 Batch 603/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.627, Loss: 0.926 Epoch 1 Batch 604/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.627, Loss: 0.968 Epoch 1 Batch 605/1077 - Train Accuracy: 0.578, Validation Accuracy: 0.617, Loss: 0.973 Epoch 1 Batch 606/1077 - Train Accuracy: 0.610, Validation Accuracy: 0.616, Loss: 0.865 Epoch 1 Batch 607/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.609, Loss: 0.855 Epoch 1 Batch 608/1077 - Train Accuracy: 0.613, Validation Accuracy: 0.606, Loss: 0.961 Epoch 1 Batch 609/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.606, Loss: 0.928 Epoch 1 Batch 610/1077 - Train Accuracy: 0.587, Validation Accuracy: 0.603, Loss: 0.981 Epoch 1 Batch 611/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.608, Loss: 0.944 Epoch 1 Batch 612/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.612, Loss: 0.868 Epoch 1 Batch 613/1077 - Train Accuracy: 0.588, Validation Accuracy: 0.618, Loss: 0.957 Epoch 1 Batch 614/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.624, Loss: 0.884 Epoch 1 Batch 615/1077 - Train Accuracy: 0.610, Validation Accuracy: 0.625, Loss: 0.911 Epoch 1 Batch 616/1077 - Train Accuracy: 0.578, Validation Accuracy: 0.632, Loss: 0.979 Epoch 1 Batch 617/1077 - Train Accuracy: 0.585, Validation Accuracy: 0.635, Loss: 0.912 Epoch 1 Batch 618/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.627, Loss: 0.914 Epoch 1 Batch 619/1077 - Train Accuracy: 0.593, Validation Accuracy: 0.626, Loss: 0.980 Epoch 1 Batch 620/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.620, Loss: 0.916 Epoch 1 Batch 621/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.618, Loss: 0.923 Epoch 1 Batch 622/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.612, Loss: 0.952 Epoch 1 Batch 623/1077 - Train Accuracy: 0.574, Validation Accuracy: 0.612, Loss: 0.956 Epoch 1 Batch 624/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.608, Loss: 0.873 Epoch 1 Batch 625/1077 - Train Accuracy: 0.612, Validation Accuracy: 0.605, Loss: 0.916 Epoch 1 Batch 626/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.591, Loss: 0.840 Epoch 1 Batch 627/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.600, Loss: 0.918 Epoch 1 Batch 628/1077 - Train Accuracy: 0.557, Validation Accuracy: 0.610, Loss: 0.949 Epoch 1 Batch 629/1077 - Train Accuracy: 0.574, Validation Accuracy: 0.621, Loss: 0.944 Epoch 1 Batch 630/1077 - Train Accuracy: 0.592, Validation Accuracy: 0.614, Loss: 0.908 Epoch 1 Batch 631/1077 - Train Accuracy: 0.593, Validation Accuracy: 0.629, Loss: 0.902 Epoch 1 Batch 632/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.624, Loss: 0.918 Epoch 1 Batch 633/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.629, Loss: 0.922 Epoch 1 Batch 634/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.629, Loss: 0.870 Epoch 1 Batch 635/1077 - Train Accuracy: 0.588, Validation Accuracy: 0.627, Loss: 0.978 Epoch 1 Batch 636/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.628, Loss: 0.900 Epoch 1 Batch 637/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.630, Loss: 0.932 Epoch 1 Batch 638/1077 - Train Accuracy: 0.574, Validation Accuracy: 0.630, Loss: 0.914 Epoch 1 Batch 639/1077 - Train Accuracy: 0.586, Validation Accuracy: 0.624, Loss: 0.913 Epoch 1 Batch 640/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.621, Loss: 0.900 Epoch 1 Batch 641/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.627, Loss: 0.945 Epoch 1 Batch 642/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.626, Loss: 0.919 Epoch 1 Batch 643/1077 - Train Accuracy: 0.610, Validation Accuracy: 0.630, Loss: 0.885 Epoch 1 Batch 644/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.628, Loss: 0.902 Epoch 1 Batch 645/1077 - Train Accuracy: 0.590, Validation Accuracy: 0.629, Loss: 0.898 Epoch 1 Batch 646/1077 - Train Accuracy: 0.590, Validation Accuracy: 0.633, Loss: 0.894 Epoch 1 Batch 647/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.636, Loss: 0.914 Epoch 1 Batch 648/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.638, Loss: 0.880 Epoch 1 Batch 649/1077 - Train Accuracy: 0.592, Validation Accuracy: 0.637, Loss: 0.950 Epoch 1 Batch 650/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.640, Loss: 0.926 Epoch 1 Batch 651/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.640, Loss: 0.894 Epoch 1 Batch 652/1077 - Train Accuracy: 0.581, Validation Accuracy: 0.636, Loss: 1.002 Epoch 1 Batch 653/1077 - Train Accuracy: 0.617, Validation Accuracy: 0.630, Loss: 0.935 Epoch 1 Batch 654/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.632, Loss: 0.878 Epoch 1 Batch 655/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.634, Loss: 0.921 Epoch 1 Batch 656/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.634, Loss: 0.915 Epoch 1 Batch 657/1077 - Train Accuracy: 0.584, Validation Accuracy: 0.627, Loss: 0.933 Epoch 1 Batch 658/1077 - Train Accuracy: 0.587, Validation Accuracy: 0.631, Loss: 0.899 Epoch 1 Batch 659/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.632, Loss: 0.868 Epoch 1 Batch 660/1077 - Train Accuracy: 0.617, Validation Accuracy: 0.637, Loss: 0.939 Epoch 1 Batch 661/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.632, Loss: 0.845 Epoch 1 Batch 662/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.634, Loss: 0.888 Epoch 1 Batch 663/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.635, Loss: 0.900 Epoch 1 Batch 664/1077 - Train Accuracy: 0.613, Validation Accuracy: 0.633, Loss: 0.901 Epoch 1 Batch 665/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.626, Loss: 0.909 Epoch 1 Batch 666/1077 - Train Accuracy: 0.612, Validation Accuracy: 0.634, Loss: 0.954 Epoch 1 Batch 667/1077 - Train Accuracy: 0.572, Validation Accuracy: 0.624, Loss: 0.960 Epoch 1 Batch 668/1077 - Train Accuracy: 0.588, Validation Accuracy: 0.624, Loss: 0.878 Epoch 1 Batch 669/1077 - Train Accuracy: 0.589, Validation Accuracy: 0.611, Loss: 0.893 Epoch 1 Batch 670/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.611, Loss: 0.827 Epoch 1 Batch 671/1077 - Train Accuracy: 0.556, Validation Accuracy: 0.612, Loss: 0.954 Epoch 1 Batch 672/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.610, Loss: 0.880 Epoch 1 Batch 673/1077 - Train Accuracy: 0.606, Validation Accuracy: 0.610, Loss: 0.867 Epoch 1 Batch 674/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.616, Loss: 0.904 Epoch 1 Batch 675/1077 - Train Accuracy: 0.587, Validation Accuracy: 0.628, Loss: 0.905 Epoch 1 Batch 676/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.631, Loss: 0.961 Epoch 1 Batch 677/1077 - Train Accuracy: 0.574, Validation Accuracy: 0.634, Loss: 0.995 Epoch 1 Batch 678/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.634, Loss: 0.887 Epoch 1 Batch 679/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.638, Loss: 0.958 Epoch 1 Batch 680/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.638, Loss: 0.893 Epoch 1 Batch 681/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.633, Loss: 0.931 Epoch 1 Batch 682/1077 - Train Accuracy: 0.581, Validation Accuracy: 0.629, Loss: 0.935 Epoch 1 Batch 683/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.626, Loss: 0.906 Epoch 1 Batch 684/1077 - Train Accuracy: 0.598, Validation Accuracy: 0.625, Loss: 0.905 Epoch 1 Batch 685/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.626, Loss: 0.935 Epoch 1 Batch 686/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.621, Loss: 0.845 Epoch 1 Batch 687/1077 - Train Accuracy: 0.612, Validation Accuracy: 0.623, Loss: 0.947 Epoch 1 Batch 688/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.618, Loss: 0.903 Epoch 1 Batch 689/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.619, Loss: 0.865 Epoch 1 Batch 690/1077 - Train Accuracy: 0.617, Validation Accuracy: 0.625, Loss: 0.889 Epoch 1 Batch 691/1077 - Train Accuracy: 0.581, Validation Accuracy: 0.623, Loss: 0.953 Epoch 1 Batch 692/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.624, Loss: 0.850 Epoch 1 Batch 693/1077 - Train Accuracy: 0.578, Validation Accuracy: 0.625, Loss: 1.017 Epoch 1 Batch 694/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.623, Loss: 0.868 Epoch 1 Batch 695/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.628, Loss: 0.876 Epoch 1 Batch 696/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.630, Loss: 0.970 Epoch 1 Batch 697/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.629, Loss: 0.887 Epoch 1 Batch 698/1077 - Train Accuracy: 0.586, Validation Accuracy: 0.622, Loss: 0.871 Epoch 1 Batch 699/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.615, Loss: 0.962 Epoch 1 Batch 700/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.626, Loss: 0.899 Epoch 1 Batch 701/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.628, Loss: 0.962 Epoch 1 Batch 702/1077 - Train Accuracy: 0.613, Validation Accuracy: 0.627, Loss: 0.899 Epoch 1 Batch 703/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.628, Loss: 0.922 Epoch 1 Batch 704/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.626, Loss: 0.932 Epoch 1 Batch 705/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.624, Loss: 0.951 Epoch 1 Batch 706/1077 - Train Accuracy: 0.575, Validation Accuracy: 0.618, Loss: 0.900 Epoch 1 Batch 707/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.617, Loss: 0.911 Epoch 1 Batch 708/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.619, Loss: 0.904 Epoch 1 Batch 709/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.615, Loss: 0.935 Epoch 1 Batch 710/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.616, Loss: 0.914 Epoch 1 Batch 711/1077 - Train Accuracy: 0.611, Validation Accuracy: 0.604, Loss: 0.940 Epoch 1 Batch 712/1077 - Train Accuracy: 0.583, Validation Accuracy: 0.606, Loss: 0.876 Epoch 1 Batch 713/1077 - Train Accuracy: 0.610, Validation Accuracy: 0.607, Loss: 0.830 Epoch 1 Batch 714/1077 - Train Accuracy: 0.567, Validation Accuracy: 0.610, Loss: 0.904 Epoch 1 Batch 715/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.611, Loss: 0.917 Epoch 1 Batch 716/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.604, Loss: 0.844 Epoch 1 Batch 717/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.606, Loss: 0.901 Epoch 1 Batch 718/1077 - Train Accuracy: 0.581, Validation Accuracy: 0.610, Loss: 0.921 Epoch 1 Batch 719/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.613, Loss: 0.872 Epoch 1 Batch 720/1077 - Train Accuracy: 0.576, Validation Accuracy: 0.603, Loss: 0.965 Epoch 1 Batch 721/1077 - Train Accuracy: 0.575, Validation Accuracy: 0.606, Loss: 0.931 Epoch 1 Batch 722/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.600, Loss: 0.894 Epoch 1 Batch 723/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.612, Loss: 0.869 Epoch 1 Batch 724/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.614, Loss: 0.927 Epoch 1 Batch 725/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.609, Loss: 0.850 Epoch 1 Batch 726/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.601, Loss: 0.888 Epoch 1 Batch 727/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.592, Loss: 0.874 Epoch 1 Batch 728/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.588, Loss: 0.878 Epoch 1 Batch 729/1077 - Train Accuracy: 0.578, Validation Accuracy: 0.588, Loss: 0.946 Epoch 1 Batch 730/1077 - Train Accuracy: 0.611, Validation Accuracy: 0.593, Loss: 0.912 Epoch 1 Batch 731/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.607, Loss: 0.887 Epoch 1 Batch 732/1077 - Train Accuracy: 0.563, Validation Accuracy: 0.615, Loss: 0.964 Epoch 1 Batch 733/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.615, Loss: 0.908 Epoch 1 Batch 734/1077 - Train Accuracy: 0.588, Validation Accuracy: 0.605, Loss: 0.925 Epoch 1 Batch 735/1077 - Train Accuracy: 0.583, Validation Accuracy: 0.598, Loss: 0.911 Epoch 1 Batch 736/1077 - Train Accuracy: 0.569, Validation Accuracy: 0.591, Loss: 0.911 Epoch 1 Batch 737/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.590, Loss: 0.934 Epoch 1 Batch 738/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.587, Loss: 0.780 Epoch 1 Batch 739/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.603, Loss: 0.860 Epoch 1 Batch 740/1077 - Train Accuracy: 0.585, Validation Accuracy: 0.619, Loss: 0.897 Epoch 1 Batch 741/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.616, Loss: 0.895 Epoch 1 Batch 742/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.623, Loss: 0.914 Epoch 1 Batch 743/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.631, Loss: 0.922 Epoch 1 Batch 744/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.630, Loss: 0.854 Epoch 1 Batch 745/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.626, Loss: 0.893 Epoch 1 Batch 746/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.626, Loss: 0.884 Epoch 1 Batch 747/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.628, Loss: 0.869 Epoch 1 Batch 748/1077 - Train Accuracy: 0.589, Validation Accuracy: 0.634, Loss: 0.888 Epoch 1 Batch 749/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.639, Loss: 0.912 Epoch 1 Batch 750/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.645, Loss: 0.863 Epoch 1 Batch 751/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.643, Loss: 0.878 Epoch 1 Batch 752/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.637, Loss: 0.837 Epoch 1 Batch 753/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.631, Loss: 0.895 Epoch 1 Batch 754/1077 - Train Accuracy: 0.613, Validation Accuracy: 0.624, Loss: 0.917 Epoch 1 Batch 755/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.625, Loss: 0.871 Epoch 1 Batch 756/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.624, Loss: 0.858 Epoch 1 Batch 757/1077 - Train Accuracy: 0.590, Validation Accuracy: 0.630, Loss: 0.923 Epoch 1 Batch 758/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.636, Loss: 0.850 Epoch 1 Batch 759/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.637, Loss: 0.829 Epoch 1 Batch 760/1077 - Train Accuracy: 0.583, Validation Accuracy: 0.626, Loss: 0.896 Epoch 1 Batch 761/1077 - Train Accuracy: 0.557, Validation Accuracy: 0.624, Loss: 0.919 Epoch 1 Batch 762/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.622, Loss: 0.859 Epoch 1 Batch 763/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.623, Loss: 0.860 Epoch 1 Batch 764/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.632, Loss: 0.924 Epoch 1 Batch 765/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.634, Loss: 0.857 Epoch 1 Batch 766/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.640, Loss: 0.903 Epoch 1 Batch 767/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.640, Loss: 0.866 Epoch 1 Batch 768/1077 - Train Accuracy: 0.598, Validation Accuracy: 0.646, Loss: 0.888 Epoch 1 Batch 769/1077 - Train Accuracy: 0.606, Validation Accuracy: 0.642, Loss: 0.911 Epoch 1 Batch 770/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.634, Loss: 0.845 Epoch 1 Batch 771/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.620, Loss: 0.907 Epoch 1 Batch 772/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.605, Loss: 0.856 Epoch 1 Batch 773/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.600, Loss: 0.891 Epoch 1 Batch 774/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.602, Loss: 0.902 Epoch 1 Batch 775/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.611, Loss: 0.884 Epoch 1 Batch 776/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.627, Loss: 0.899 Epoch 1 Batch 777/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.632, Loss: 0.905 Epoch 1 Batch 778/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.635, Loss: 0.867 Epoch 1 Batch 779/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.634, Loss: 0.890 Epoch 1 Batch 780/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.630, Loss: 0.922 Epoch 1 Batch 781/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.627, Loss: 0.822 Epoch 1 Batch 782/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.629, Loss: 0.862 Epoch 1 Batch 783/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.623, Loss: 0.868 Epoch 1 Batch 784/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.622, Loss: 0.897 Epoch 1 Batch 785/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.625, Loss: 0.842 Epoch 1 Batch 786/1077 - Train Accuracy: 0.577, Validation Accuracy: 0.625, Loss: 0.901 Epoch 1 Batch 787/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.629, Loss: 0.818 Epoch 1 Batch 788/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.630, Loss: 0.879 Epoch 1 Batch 789/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.628, Loss: 0.901 Epoch 1 Batch 790/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.627, Loss: 0.944 Epoch 1 Batch 791/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.623, Loss: 0.885 Epoch 1 Batch 792/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.621, Loss: 0.913 Epoch 1 Batch 793/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.623, Loss: 0.868 Epoch 1 Batch 794/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.625, Loss: 0.873 Epoch 1 Batch 795/1077 - Train Accuracy: 0.610, Validation Accuracy: 0.620, Loss: 0.908 Epoch 1 Batch 796/1077 - Train Accuracy: 0.606, Validation Accuracy: 0.619, Loss: 0.929 Epoch 1 Batch 797/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.620, Loss: 0.874 Epoch 1 Batch 798/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.623, Loss: 0.900 Epoch 1 Batch 799/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.628, Loss: 0.928 Epoch 1 Batch 800/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.632, Loss: 0.902 Epoch 1 Batch 801/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.632, Loss: 0.906 Epoch 1 Batch 802/1077 - Train Accuracy: 0.617, Validation Accuracy: 0.624, Loss: 0.847 Epoch 1 Batch 803/1077 - Train Accuracy: 0.611, Validation Accuracy: 0.632, Loss: 0.872 Epoch 1 Batch 804/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.618, Loss: 0.886 Epoch 1 Batch 805/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.613, Loss: 0.891 Epoch 1 Batch 806/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.615, Loss: 0.885 Epoch 1 Batch 807/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.619, Loss: 0.878 Epoch 1 Batch 808/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.621, Loss: 0.912 Epoch 1 Batch 809/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.620, Loss: 0.933 Epoch 1 Batch 810/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.621, Loss: 0.830 Epoch 1 Batch 811/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.631, Loss: 0.805 Epoch 1 Batch 812/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.631, Loss: 0.886 Epoch 1 Batch 813/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.633, Loss: 0.849 Epoch 1 Batch 814/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.630, Loss: 0.903 Epoch 1 Batch 815/1077 - Train Accuracy: 0.612, Validation Accuracy: 0.630, Loss: 0.884 Epoch 1 Batch 816/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.628, Loss: 0.909 Epoch 1 Batch 817/1077 - Train Accuracy: 0.597, Validation Accuracy: 0.633, Loss: 0.936 Epoch 1 Batch 818/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.627, Loss: 0.910 Epoch 1 Batch 819/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.635, Loss: 0.853 Epoch 1 Batch 820/1077 - Train Accuracy: 0.603, Validation Accuracy: 0.630, Loss: 0.879 Epoch 1 Batch 821/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.629, Loss: 0.863 Epoch 1 Batch 822/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.633, Loss: 0.862 Epoch 1 Batch 823/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.629, Loss: 0.862 Epoch 1 Batch 824/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.623, Loss: 0.853 Epoch 1 Batch 825/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.620, Loss: 0.862 Epoch 1 Batch 826/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.625, Loss: 0.819 Epoch 1 Batch 827/1077 - Train Accuracy: 0.598, Validation Accuracy: 0.629, Loss: 0.936 Epoch 1 Batch 828/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.634, Loss: 0.874 Epoch 1 Batch 829/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.627, Loss: 0.891 Epoch 1 Batch 830/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.629, Loss: 0.856 Epoch 1 Batch 831/1077 - Train Accuracy: 0.575, Validation Accuracy: 0.625, Loss: 0.901 Epoch 1 Batch 832/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.624, Loss: 0.889 Epoch 1 Batch 833/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.624, Loss: 0.884 Epoch 1 Batch 834/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.622, Loss: 0.832 Epoch 1 Batch 835/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.618, Loss: 0.887 Epoch 1 Batch 836/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.622, Loss: 0.924 Epoch 1 Batch 837/1077 - Train Accuracy: 0.577, Validation Accuracy: 0.619, Loss: 0.908 Epoch 1 Batch 838/1077 - Train Accuracy: 0.610, Validation Accuracy: 0.619, Loss: 0.872 Epoch 1 Batch 839/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.627, Loss: 0.856 Epoch 1 Batch 840/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.624, Loss: 0.863 Epoch 1 Batch 841/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.621, Loss: 0.872 Epoch 1 Batch 842/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.624, Loss: 0.848 Epoch 1 Batch 843/1077 - Train Accuracy: 0.612, Validation Accuracy: 0.630, Loss: 0.833 Epoch 1 Batch 844/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.631, Loss: 0.849 Epoch 1 Batch 845/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.646, Loss: 0.867 Epoch 1 Batch 846/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.645, Loss: 0.862 Epoch 1 Batch 847/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.649, Loss: 0.871 Epoch 1 Batch 848/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.641, Loss: 0.882 Epoch 1 Batch 849/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.643, Loss: 0.846 Epoch 1 Batch 850/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.642, Loss: 0.886 Epoch 1 Batch 851/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.645, Loss: 0.828 Epoch 1 Batch 852/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.645, Loss: 0.880 Epoch 1 Batch 853/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.641, Loss: 0.826 Epoch 1 Batch 854/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.637, Loss: 0.861 Epoch 1 Batch 855/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.632, Loss: 0.854 Epoch 1 Batch 856/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.626, Loss: 0.875 Epoch 1 Batch 857/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.629, Loss: 0.873 Epoch 1 Batch 858/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.631, Loss: 0.825 Epoch 1 Batch 859/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.632, Loss: 0.875 Epoch 1 Batch 860/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.633, Loss: 0.831 Epoch 1 Batch 861/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.634, Loss: 0.878 Epoch 1 Batch 862/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.632, Loss: 0.843 Epoch 1 Batch 863/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.627, Loss: 0.832 Epoch 1 Batch 864/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.627, Loss: 0.849 Epoch 1 Batch 865/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.632, Loss: 0.786 Epoch 1 Batch 866/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.631, Loss: 0.838 Epoch 1 Batch 867/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.630, Loss: 0.912 Epoch 1 Batch 868/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.628, Loss: 0.870 Epoch 1 Batch 869/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.625, Loss: 0.894 Epoch 1 Batch 870/1077 - Train Accuracy: 0.569, Validation Accuracy: 0.621, Loss: 0.940 Epoch 1 Batch 871/1077 - Train Accuracy: 0.606, Validation Accuracy: 0.619, Loss: 0.871 Epoch 1 Batch 872/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.616, Loss: 0.843 Epoch 1 Batch 873/1077 - Train Accuracy: 0.589, Validation Accuracy: 0.615, Loss: 0.874 Epoch 1 Batch 874/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.626, Loss: 0.875 Epoch 1 Batch 875/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.627, Loss: 0.878 Epoch 1 Batch 876/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.632, Loss: 0.897 Epoch 1 Batch 877/1077 - Train Accuracy: 0.610, Validation Accuracy: 0.632, Loss: 0.848 Epoch 1 Batch 878/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.637, Loss: 0.848 Epoch 1 Batch 879/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.637, Loss: 0.815 Epoch 1 Batch 880/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.636, Loss: 0.853 Epoch 1 Batch 881/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.634, Loss: 0.880 Epoch 1 Batch 882/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.634, Loss: 0.886 Epoch 1 Batch 883/1077 - Train Accuracy: 0.590, Validation Accuracy: 0.626, Loss: 0.975 Epoch 1 Batch 884/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.625, Loss: 0.858 Epoch 1 Batch 885/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.622, Loss: 0.743 Epoch 1 Batch 886/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.623, Loss: 0.879 Epoch 1 Batch 887/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.624, Loss: 0.866 Epoch 1 Batch 888/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.628, Loss: 0.840 Epoch 1 Batch 889/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.635, Loss: 0.858 Epoch 1 Batch 890/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.637, Loss: 0.782 Epoch 1 Batch 891/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.631, Loss: 0.870 Epoch 1 Batch 892/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.628, Loss: 0.844 Epoch 1 Batch 893/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.619, Loss: 0.831 Epoch 1 Batch 894/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.618, Loss: 0.813 Epoch 1 Batch 895/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.627, Loss: 0.843 Epoch 1 Batch 896/1077 - Train Accuracy: 0.593, Validation Accuracy: 0.628, Loss: 0.922 Epoch 1 Batch 897/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.628, Loss: 0.806 Epoch 1 Batch 898/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.624, Loss: 0.815 Epoch 1 Batch 899/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.624, Loss: 0.902 Epoch 1 Batch 900/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.620, Loss: 0.872 Epoch 1 Batch 901/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.626, Loss: 0.859 Epoch 1 Batch 902/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.623, Loss: 0.835 Epoch 1 Batch 903/1077 - Train Accuracy: 0.603, Validation Accuracy: 0.626, Loss: 0.835 Epoch 1 Batch 904/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.621, Loss: 0.880 Epoch 1 Batch 905/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.631, Loss: 0.824 Epoch 1 Batch 906/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.640, Loss: 0.853 Epoch 1 Batch 907/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.638, Loss: 0.851 Epoch 1 Batch 908/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.641, Loss: 0.876 Epoch 1 Batch 909/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.635, Loss: 0.856 Epoch 1 Batch 910/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.629, Loss: 0.837 Epoch 1 Batch 911/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.634, Loss: 0.770 Epoch 1 Batch 912/1077 - Train Accuracy: 0.571, Validation Accuracy: 0.631, Loss: 0.854 Epoch 1 Batch 913/1077 - Train Accuracy: 0.596, Validation Accuracy: 0.640, Loss: 0.883 Epoch 1 Batch 914/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.630, Loss: 0.738 Epoch 1 Batch 915/1077 - Train Accuracy: 0.583, Validation Accuracy: 0.620, Loss: 0.904 Epoch 1 Batch 916/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.624, Loss: 0.880 Epoch 1 Batch 917/1077 - Train Accuracy: 0.585, Validation Accuracy: 0.623, Loss: 0.884 Epoch 1 Batch 918/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.623, Loss: 0.801 Epoch 1 Batch 919/1077 - Train Accuracy: 0.611, Validation Accuracy: 0.621, Loss: 0.840 Epoch 1 Batch 920/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.626, Loss: 0.874 Epoch 1 Batch 921/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.619, Loss: 0.868 Epoch 1 Batch 922/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.624, Loss: 0.823 Epoch 1 Batch 923/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.620, Loss: 0.898 Epoch 1 Batch 924/1077 - Train Accuracy: 0.584, Validation Accuracy: 0.615, Loss: 0.891 Epoch 1 Batch 925/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.604, Loss: 0.819 Epoch 1 Batch 926/1077 - Train Accuracy: 0.606, Validation Accuracy: 0.606, Loss: 0.872 Epoch 1 Batch 927/1077 - Train Accuracy: 0.580, Validation Accuracy: 0.614, Loss: 0.869 Epoch 1 Batch 928/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.630, Loss: 0.845 Epoch 1 Batch 929/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.636, Loss: 0.895 Epoch 1 Batch 930/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.628, Loss: 0.856 Epoch 1 Batch 931/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.624, Loss: 0.818 Epoch 1 Batch 932/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.627, Loss: 0.887 Epoch 1 Batch 933/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.624, Loss: 0.864 Epoch 1 Batch 934/1077 - Train Accuracy: 0.581, Validation Accuracy: 0.623, Loss: 0.858 Epoch 1 Batch 935/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.623, Loss: 0.864 Epoch 1 Batch 936/1077 - Train Accuracy: 0.613, Validation Accuracy: 0.626, Loss: 0.826 Epoch 1 Batch 937/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.632, Loss: 0.886 Epoch 1 Batch 938/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.633, Loss: 0.895 Epoch 1 Batch 939/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.630, Loss: 0.849 Epoch 1 Batch 940/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.624, Loss: 0.883 Epoch 1 Batch 941/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.611, Loss: 0.800 Epoch 1 Batch 942/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.606, Loss: 0.891 Epoch 1 Batch 943/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.616, Loss: 0.856 Epoch 1 Batch 944/1077 - Train Accuracy: 0.603, Validation Accuracy: 0.615, Loss: 0.832 Epoch 1 Batch 945/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.611, Loss: 0.831 Epoch 1 Batch 946/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.616, Loss: 0.881 Epoch 1 Batch 947/1077 - Train Accuracy: 0.574, Validation Accuracy: 0.626, Loss: 0.920 Epoch 1 Batch 948/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.632, Loss: 0.841 Epoch 1 Batch 949/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.634, Loss: 0.784 Epoch 1 Batch 950/1077 - Train Accuracy: 0.597, Validation Accuracy: 0.632, Loss: 0.846 Epoch 1 Batch 951/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.626, Loss: 0.817 Epoch 1 Batch 952/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.628, Loss: 0.833 Epoch 1 Batch 953/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.629, Loss: 0.849 Epoch 1 Batch 954/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.626, Loss: 0.873 Epoch 1 Batch 955/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.629, Loss: 0.873 Epoch 1 Batch 956/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.636, Loss: 0.829 Epoch 1 Batch 957/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.631, Loss: 0.807 Epoch 1 Batch 958/1077 - Train Accuracy: 0.598, Validation Accuracy: 0.634, Loss: 0.866 Epoch 1 Batch 959/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.629, Loss: 0.839 Epoch 1 Batch 960/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.625, Loss: 0.812 Epoch 1 Batch 961/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.625, Loss: 0.873 Epoch 1 Batch 962/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.618, Loss: 0.807 Epoch 1 Batch 963/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.628, Loss: 0.950 Epoch 1 Batch 964/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.638, Loss: 0.833 Epoch 1 Batch 965/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.641, Loss: 0.902 Epoch 1 Batch 966/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.643, Loss: 0.751 Epoch 1 Batch 967/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.642, Loss: 0.810 Epoch 1 Batch 968/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.647, Loss: 0.901 Epoch 1 Batch 969/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.640, Loss: 0.828 Epoch 1 Batch 970/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.631, Loss: 0.890 Epoch 1 Batch 971/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.626, Loss: 0.828 Epoch 1 Batch 972/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.627, Loss: 0.857 Epoch 1 Batch 973/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.629, Loss: 0.796 Epoch 1 Batch 974/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.633, Loss: 0.854 Epoch 1 Batch 975/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.638, Loss: 0.806 Epoch 1 Batch 976/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.643, Loss: 0.822 Epoch 1 Batch 977/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.642, Loss: 0.793 Epoch 1 Batch 978/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.641, Loss: 0.827 Epoch 1 Batch 979/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.636, Loss: 0.890 Epoch 1 Batch 980/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.635, Loss: 0.819 Epoch 1 Batch 981/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.629, Loss: 0.853 Epoch 1 Batch 982/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.627, Loss: 0.819 Epoch 1 Batch 983/1077 - Train Accuracy: 0.585, Validation Accuracy: 0.627, Loss: 0.900 Epoch 1 Batch 984/1077 - Train Accuracy: 0.594, Validation Accuracy: 0.632, Loss: 0.868 Epoch 1 Batch 985/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.636, Loss: 0.839 Epoch 1 Batch 986/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.642, Loss: 0.873 Epoch 1 Batch 987/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.647, Loss: 0.821 Epoch 1 Batch 988/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.650, Loss: 0.873 Epoch 1 Batch 989/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.647, Loss: 0.875 Epoch 1 Batch 990/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.639, Loss: 0.893 Epoch 1 Batch 991/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.637, Loss: 0.848 Epoch 1 Batch 992/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.638, Loss: 0.850 Epoch 1 Batch 993/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.638, Loss: 0.818 Epoch 1 Batch 994/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.640, Loss: 0.865 Epoch 1 Batch 995/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.634, Loss: 0.798 Epoch 1 Batch 996/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.639, Loss: 0.854 Epoch 1 Batch 997/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.641, Loss: 0.877 Epoch 1 Batch 998/1077 - Train Accuracy: 0.612, Validation Accuracy: 0.653, Loss: 0.825 Epoch 1 Batch 999/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.646, Loss: 0.861 Epoch 1 Batch 1000/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.647, Loss: 0.800 Epoch 1 Batch 1001/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.644, Loss: 0.805 Epoch 1 Batch 1002/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.645, Loss: 0.837 Epoch 1 Batch 1003/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.644, Loss: 0.864 Epoch 1 Batch 1004/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.641, Loss: 0.836 Epoch 1 Batch 1005/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.641, Loss: 0.856 Epoch 1 Batch 1006/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.647, Loss: 0.787 Epoch 1 Batch 1007/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.648, Loss: 0.781 Epoch 1 Batch 1008/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.645, Loss: 0.848 Epoch 1 Batch 1009/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.641, Loss: 0.781 Epoch 1 Batch 1010/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.636, Loss: 0.857 Epoch 1 Batch 1011/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.638, Loss: 0.855 Epoch 1 Batch 1012/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.634, Loss: 0.799 Epoch 1 Batch 1013/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.631, Loss: 0.784 Epoch 1 Batch 1014/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.630, Loss: 0.867 Epoch 1 Batch 1015/1077 - Train Accuracy: 0.599, Validation Accuracy: 0.631, Loss: 0.863 Epoch 1 Batch 1016/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.638, Loss: 0.864 Epoch 1 Batch 1017/1077 - Train Accuracy: 0.571, Validation Accuracy: 0.638, Loss: 0.859 Epoch 1 Batch 1018/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.642, Loss: 0.795 Epoch 1 Batch 1019/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.619, Loss: 0.867 Epoch 1 Batch 1020/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.625, Loss: 0.810 Epoch 1 Batch 1021/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.621, Loss: 0.830 Epoch 1 Batch 1022/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.629, Loss: 0.795 Epoch 1 Batch 1023/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.635, Loss: 0.787 Epoch 1 Batch 1024/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.626, Loss: 0.876 Epoch 1 Batch 1025/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.621, Loss: 0.820 Epoch 1 Batch 1026/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.622, Loss: 0.779 Epoch 1 Batch 1027/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.617, Loss: 0.883 Epoch 1 Batch 1028/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.626, Loss: 0.847 Epoch 1 Batch 1029/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.632, Loss: 0.835 Epoch 1 Batch 1030/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.642, Loss: 0.839 Epoch 1 Batch 1031/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.643, Loss: 0.883 Epoch 1 Batch 1032/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.636, Loss: 0.796 Epoch 1 Batch 1033/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.638, Loss: 0.810 Epoch 1 Batch 1034/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.640, Loss: 0.874 Epoch 1 Batch 1035/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.644, Loss: 0.769 Epoch 1 Batch 1036/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.646, Loss: 0.804 Epoch 1 Batch 1037/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.645, Loss: 0.864 Epoch 1 Batch 1038/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.648, Loss: 0.826 Epoch 1 Batch 1039/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.655, Loss: 0.788 Epoch 1 Batch 1040/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.649, Loss: 0.869 Epoch 1 Batch 1041/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.641, Loss: 0.866 Epoch 1 Batch 1042/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.638, Loss: 0.831 Epoch 1 Batch 1043/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.638, Loss: 0.857 Epoch 1 Batch 1044/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.641, Loss: 0.837 Epoch 1 Batch 1045/1077 - Train Accuracy: 0.613, Validation Accuracy: 0.648, Loss: 0.866 Epoch 1 Batch 1046/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.641, Loss: 0.804 Epoch 1 Batch 1047/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.650, Loss: 0.834 Epoch 1 Batch 1048/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.643, Loss: 0.837 Epoch 1 Batch 1049/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.644, Loss: 0.853 Epoch 1 Batch 1050/1077 - Train Accuracy: 0.597, Validation Accuracy: 0.642, Loss: 0.868 Epoch 1 Batch 1051/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.644, Loss: 0.807 Epoch 1 Batch 1052/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.645, Loss: 0.778 Epoch 1 Batch 1053/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.648, Loss: 0.820 Epoch 1 Batch 1054/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.651, Loss: 0.865 Epoch 1 Batch 1055/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.650, Loss: 0.805 Epoch 1 Batch 1056/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.651, Loss: 0.831 Epoch 1 Batch 1057/1077 - Train Accuracy: 0.585, Validation Accuracy: 0.646, Loss: 0.880 Epoch 1 Batch 1058/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.647, Loss: 0.884 Epoch 1 Batch 1059/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.640, Loss: 0.912 Epoch 1 Batch 1060/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.637, Loss: 0.827 Epoch 1 Batch 1061/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.636, Loss: 0.872 Epoch 1 Batch 1062/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.638, Loss: 0.844 Epoch 1 Batch 1063/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.639, Loss: 0.805 Epoch 1 Batch 1064/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.643, Loss: 0.832 Epoch 1 Batch 1065/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.644, Loss: 0.811 Epoch 1 Batch 1066/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.644, Loss: 0.833 Epoch 1 Batch 1067/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.634, Loss: 0.816 Epoch 1 Batch 1068/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.634, Loss: 0.810 Epoch 1 Batch 1069/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.641, Loss: 0.765 Epoch 1 Batch 1070/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.654, Loss: 0.857 Epoch 1 Batch 1071/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.640, Loss: 0.818 Epoch 1 Batch 1072/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.640, Loss: 0.816 Epoch 1 Batch 1073/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.637, Loss: 0.845 Epoch 1 Batch 1074/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.641, Loss: 0.833 Epoch 1 Batch 1075/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.638, Loss: 0.869 Epoch 2 Batch 0/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.640, Loss: 0.784 Epoch 2 Batch 1/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.640, Loss: 0.824 Epoch 2 Batch 2/1077 - Train Accuracy: 0.581, Validation Accuracy: 0.639, Loss: 0.833 Epoch 2 Batch 3/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.642, Loss: 0.836 Epoch 2 Batch 4/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.648, Loss: 0.831 Epoch 2 Batch 5/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.641, Loss: 0.850 Epoch 2 Batch 6/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.646, Loss: 0.831 Epoch 2 Batch 7/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.647, Loss: 0.811 Epoch 2 Batch 8/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.648, Loss: 0.797 Epoch 2 Batch 9/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.658, Loss: 0.807 Epoch 2 Batch 10/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.656, Loss: 0.860 Epoch 2 Batch 11/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.653, Loss: 0.816 Epoch 2 Batch 12/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.658, Loss: 0.860 Epoch 2 Batch 13/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.656, Loss: 0.810 Epoch 2 Batch 14/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.652, Loss: 0.776 Epoch 2 Batch 15/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.648, Loss: 0.783 Epoch 2 Batch 16/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.650, Loss: 0.817 Epoch 2 Batch 17/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.653, Loss: 0.809 Epoch 2 Batch 18/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.663, Loss: 0.811 Epoch 2 Batch 19/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.659, Loss: 0.802 Epoch 2 Batch 20/1077 - Train Accuracy: 0.617, Validation Accuracy: 0.651, Loss: 0.788 Epoch 2 Batch 21/1077 - Train Accuracy: 0.582, Validation Accuracy: 0.653, Loss: 0.843 Epoch 2 Batch 22/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.652, Loss: 0.847 Epoch 2 Batch 23/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.651, Loss: 0.840 Epoch 2 Batch 24/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.650, Loss: 0.827 Epoch 2 Batch 25/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.652, Loss: 0.807 Epoch 2 Batch 26/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.662, Loss: 0.852 Epoch 2 Batch 27/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.667, Loss: 0.750 Epoch 2 Batch 28/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.666, Loss: 0.777 Epoch 2 Batch 29/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.663, Loss: 0.789 Epoch 2 Batch 30/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.659, Loss: 0.799 Epoch 2 Batch 31/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.658, Loss: 0.831 Epoch 2 Batch 32/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.654, Loss: 0.780 Epoch 2 Batch 33/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.650, Loss: 0.763 Epoch 2 Batch 34/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.644, Loss: 0.796 Epoch 2 Batch 35/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.643, Loss: 0.807 Epoch 2 Batch 36/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.636, Loss: 0.826 Epoch 2 Batch 37/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.634, Loss: 0.825 Epoch 2 Batch 38/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.640, Loss: 0.881 Epoch 2 Batch 39/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.651, Loss: 0.879 Epoch 2 Batch 40/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.658, Loss: 0.826 Epoch 2 Batch 41/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.652, Loss: 0.811 Epoch 2 Batch 42/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.656, Loss: 0.834 Epoch 2 Batch 43/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.659, Loss: 0.810 Epoch 2 Batch 44/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.658, Loss: 0.858 Epoch 2 Batch 45/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.660, Loss: 0.819 Epoch 2 Batch 46/1077 - Train Accuracy: 0.613, Validation Accuracy: 0.663, Loss: 0.864 Epoch 2 Batch 47/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.663, Loss: 0.804 Epoch 2 Batch 48/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.658, Loss: 0.855 Epoch 2 Batch 49/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.665, Loss: 0.820 Epoch 2 Batch 50/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.665, Loss: 0.832 Epoch 2 Batch 51/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.663, Loss: 0.775 Epoch 2 Batch 52/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.656, Loss: 0.809 Epoch 2 Batch 53/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.657, Loss: 0.839 Epoch 2 Batch 54/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.659, Loss: 0.893 Epoch 2 Batch 55/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.661, Loss: 0.799 Epoch 2 Batch 56/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.656, Loss: 0.803 Epoch 2 Batch 57/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.651, Loss: 0.753 Epoch 2 Batch 58/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.646, Loss: 0.798 Epoch 2 Batch 59/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.644, Loss: 0.843 Epoch 2 Batch 60/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.637, Loss: 0.779 Epoch 2 Batch 61/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.638, Loss: 0.815 Epoch 2 Batch 62/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.643, Loss: 0.871 Epoch 2 Batch 63/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.643, Loss: 0.771 Epoch 2 Batch 64/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.647, Loss: 0.800 Epoch 2 Batch 65/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.648, Loss: 0.841 Epoch 2 Batch 66/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.653, Loss: 0.806 Epoch 2 Batch 67/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.658, Loss: 0.786 Epoch 2 Batch 68/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.649, Loss: 0.836 Epoch 2 Batch 69/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.645, Loss: 0.837 Epoch 2 Batch 70/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.659, Loss: 0.847 Epoch 2 Batch 71/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.652, Loss: 0.782 Epoch 2 Batch 72/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.650, Loss: 0.804 Epoch 2 Batch 73/1077 - Train Accuracy: 0.587, Validation Accuracy: 0.641, Loss: 0.844 Epoch 2 Batch 74/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.651, Loss: 0.741 Epoch 2 Batch 75/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.656, Loss: 0.808 Epoch 2 Batch 76/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.658, Loss: 0.785 Epoch 2 Batch 77/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.664, Loss: 0.839 Epoch 2 Batch 78/1077 - Train Accuracy: 0.579, Validation Accuracy: 0.669, Loss: 0.873 Epoch 2 Batch 79/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.656, Loss: 0.829 Epoch 2 Batch 80/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.662, Loss: 0.827 Epoch 2 Batch 81/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.662, Loss: 0.821 Epoch 2 Batch 82/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.673, Loss: 0.719 Epoch 2 Batch 83/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.669, Loss: 0.855 Epoch 2 Batch 84/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.673, Loss: 0.822 Epoch 2 Batch 85/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.670, Loss: 0.756 Epoch 2 Batch 86/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.659, Loss: 0.820 Epoch 2 Batch 87/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.659, Loss: 0.833 Epoch 2 Batch 88/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.655, Loss: 0.827 Epoch 2 Batch 89/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.657, Loss: 0.795 Epoch 2 Batch 90/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.661, Loss: 0.838 Epoch 2 Batch 91/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.658, Loss: 0.730 Epoch 2 Batch 92/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.662, Loss: 0.803 Epoch 2 Batch 93/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.668, Loss: 0.834 Epoch 2 Batch 94/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.669, Loss: 0.759 Epoch 2 Batch 95/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.661, Loss: 0.818 Epoch 2 Batch 96/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.661, Loss: 0.805 Epoch 2 Batch 97/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.663, Loss: 0.789 Epoch 2 Batch 98/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.661, Loss: 0.765 Epoch 2 Batch 99/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.657, Loss: 0.830 Epoch 2 Batch 100/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.660, Loss: 0.820 Epoch 2 Batch 101/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.655, Loss: 0.788 Epoch 2 Batch 102/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.646, Loss: 0.776 Epoch 2 Batch 103/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.643, Loss: 0.890 Epoch 2 Batch 104/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.652, Loss: 0.840 Epoch 2 Batch 105/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.651, Loss: 0.798 Epoch 2 Batch 106/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.652, Loss: 0.876 Epoch 2 Batch 107/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.654, Loss: 0.795 Epoch 2 Batch 108/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.647, Loss: 0.725 Epoch 2 Batch 109/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.652, Loss: 0.796 Epoch 2 Batch 110/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.650, Loss: 0.765 Epoch 2 Batch 111/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.654, Loss: 0.824 Epoch 2 Batch 112/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.656, Loss: 0.791 Epoch 2 Batch 113/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.653, Loss: 0.822 Epoch 2 Batch 114/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.652, Loss: 0.746 Epoch 2 Batch 115/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.656, Loss: 0.821 Epoch 2 Batch 116/1077 - Train Accuracy: 0.597, Validation Accuracy: 0.651, Loss: 0.835 Epoch 2 Batch 117/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.651, Loss: 0.826 Epoch 2 Batch 118/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.653, Loss: 0.865 Epoch 2 Batch 119/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.654, Loss: 0.798 Epoch 2 Batch 120/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.658, Loss: 0.806 Epoch 2 Batch 121/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.655, Loss: 0.779 Epoch 2 Batch 122/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.657, Loss: 0.790 Epoch 2 Batch 123/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.660, Loss: 0.755 Epoch 2 Batch 124/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.672, Loss: 0.827 Epoch 2 Batch 125/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.668, Loss: 0.811 Epoch 2 Batch 126/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.671, Loss: 0.765 Epoch 2 Batch 127/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.656, Loss: 0.795 Epoch 2 Batch 128/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.656, Loss: 0.754 Epoch 2 Batch 129/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.659, Loss: 0.784 Epoch 2 Batch 130/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.654, Loss: 0.756 Epoch 2 Batch 131/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.652, Loss: 0.809 Epoch 2 Batch 132/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.644, Loss: 0.826 Epoch 2 Batch 133/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.645, Loss: 0.812 Epoch 2 Batch 134/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.638, Loss: 0.749 Epoch 2 Batch 135/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.641, Loss: 0.816 Epoch 2 Batch 136/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.651, Loss: 0.778 Epoch 2 Batch 137/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.651, Loss: 0.735 Epoch 2 Batch 138/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.656, Loss: 0.786 Epoch 2 Batch 139/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.660, Loss: 0.817 Epoch 2 Batch 140/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.659, Loss: 0.850 Epoch 2 Batch 141/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.668, Loss: 0.831 Epoch 2 Batch 142/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.675, Loss: 0.738 Epoch 2 Batch 143/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.675, Loss: 0.810 Epoch 2 Batch 144/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.677, Loss: 0.842 Epoch 2 Batch 145/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.672, Loss: 0.791 Epoch 2 Batch 146/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.657, Loss: 0.793 Epoch 2 Batch 147/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.658, Loss: 0.834 Epoch 2 Batch 148/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.647, Loss: 0.805 Epoch 2 Batch 149/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.647, Loss: 0.808 Epoch 2 Batch 150/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.649, Loss: 0.759 Epoch 2 Batch 151/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.651, Loss: 0.739 Epoch 2 Batch 152/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.653, Loss: 0.785 Epoch 2 Batch 153/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.647, Loss: 0.833 Epoch 2 Batch 154/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.645, Loss: 0.827 Epoch 2 Batch 155/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.647, Loss: 0.822 Epoch 2 Batch 156/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.654, Loss: 0.785 Epoch 2 Batch 157/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.653, Loss: 0.801 Epoch 2 Batch 158/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.654, Loss: 0.801 Epoch 2 Batch 159/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.655, Loss: 0.734 Epoch 2 Batch 160/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.661, Loss: 0.770 Epoch 2 Batch 161/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.653, Loss: 0.817 Epoch 2 Batch 162/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.658, Loss: 0.827 Epoch 2 Batch 163/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.650, Loss: 0.825 Epoch 2 Batch 164/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.650, Loss: 0.793 Epoch 2 Batch 165/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.646, Loss: 0.778 Epoch 2 Batch 166/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.653, Loss: 0.785 Epoch 2 Batch 167/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.654, Loss: 0.816 Epoch 2 Batch 168/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.660, Loss: 0.836 Epoch 2 Batch 169/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.657, Loss: 0.770 Epoch 2 Batch 170/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.650, Loss: 0.848 Epoch 2 Batch 171/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.651, Loss: 0.750 Epoch 2 Batch 172/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.641, Loss: 0.751 Epoch 2 Batch 173/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.646, Loss: 0.845 Epoch 2 Batch 174/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.652, Loss: 0.808 Epoch 2 Batch 175/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.657, Loss: 0.757 Epoch 2 Batch 176/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.654, Loss: 0.804 Epoch 2 Batch 177/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.665, Loss: 0.841 Epoch 2 Batch 178/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.651, Loss: 0.770 Epoch 2 Batch 179/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.653, Loss: 0.831 Epoch 2 Batch 180/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.653, Loss: 0.783 Epoch 2 Batch 181/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.652, Loss: 0.822 Epoch 2 Batch 182/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.653, Loss: 0.773 Epoch 2 Batch 183/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.653, Loss: 0.813 Epoch 2 Batch 184/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.661, Loss: 0.772 Epoch 2 Batch 185/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.660, Loss: 0.823 Epoch 2 Batch 186/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.648, Loss: 0.817 Epoch 2 Batch 187/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.656, Loss: 0.775 Epoch 2 Batch 188/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.656, Loss: 0.800 Epoch 2 Batch 189/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.656, Loss: 0.800 Epoch 2 Batch 190/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.651, Loss: 0.784 Epoch 2 Batch 191/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.648, Loss: 0.729 Epoch 2 Batch 192/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.648, Loss: 0.796 Epoch 2 Batch 193/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.640, Loss: 0.773 Epoch 2 Batch 194/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.645, Loss: 0.732 Epoch 2 Batch 195/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.648, Loss: 0.788 Epoch 2 Batch 196/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.648, Loss: 0.769 Epoch 2 Batch 197/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.648, Loss: 0.783 Epoch 2 Batch 198/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.655, Loss: 0.732 Epoch 2 Batch 199/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.653, Loss: 0.763 Epoch 2 Batch 200/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.645, Loss: 0.821 Epoch 2 Batch 201/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.645, Loss: 0.756 Epoch 2 Batch 202/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.642, Loss: 0.781 Epoch 2 Batch 203/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.639, Loss: 0.776 Epoch 2 Batch 204/1077 - Train Accuracy: 0.606, Validation Accuracy: 0.644, Loss: 0.793 Epoch 2 Batch 205/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.648, Loss: 0.777 Epoch 2 Batch 206/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.649, Loss: 0.775 Epoch 2 Batch 207/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.646, Loss: 0.786 Epoch 2 Batch 208/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.651, Loss: 0.782 Epoch 2 Batch 209/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.653, Loss: 0.725 Epoch 2 Batch 210/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.651, Loss: 0.789 Epoch 2 Batch 211/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.652, Loss: 0.785 Epoch 2 Batch 212/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.652, Loss: 0.744 Epoch 2 Batch 213/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.655, Loss: 0.728 Epoch 2 Batch 214/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.656, Loss: 0.785 Epoch 2 Batch 215/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.647, Loss: 0.805 Epoch 2 Batch 216/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.643, Loss: 0.795 Epoch 2 Batch 217/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.636, Loss: 0.757 Epoch 2 Batch 218/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.648, Loss: 0.832 Epoch 2 Batch 219/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.648, Loss: 0.763 Epoch 2 Batch 220/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.650, Loss: 0.790 Epoch 2 Batch 221/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.656, Loss: 0.822 Epoch 2 Batch 222/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.646, Loss: 0.835 Epoch 2 Batch 223/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.646, Loss: 0.716 Epoch 2 Batch 224/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.643, Loss: 0.798 Epoch 2 Batch 225/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.640, Loss: 0.794 Epoch 2 Batch 226/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.640, Loss: 0.778 Epoch 2 Batch 227/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.648, Loss: 0.839 Epoch 2 Batch 228/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.653, Loss: 0.746 Epoch 2 Batch 229/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.647, Loss: 0.773 Epoch 2 Batch 230/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.661, Loss: 0.744 Epoch 2 Batch 231/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.654, Loss: 0.802 Epoch 2 Batch 232/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.656, Loss: 0.800 Epoch 2 Batch 233/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.657, Loss: 0.840 Epoch 2 Batch 234/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.653, Loss: 0.779 Epoch 2 Batch 235/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.654, Loss: 0.721 Epoch 2 Batch 236/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.654, Loss: 0.794 Epoch 2 Batch 237/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.657, Loss: 0.742 Epoch 2 Batch 238/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.662, Loss: 0.805 Epoch 2 Batch 239/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.662, Loss: 0.724 Epoch 2 Batch 240/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.659, Loss: 0.773 Epoch 2 Batch 241/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.653, Loss: 0.746 Epoch 2 Batch 242/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.651, Loss: 0.784 Epoch 2 Batch 243/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.648, Loss: 0.778 Epoch 2 Batch 244/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.651, Loss: 0.758 Epoch 2 Batch 245/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.650, Loss: 0.743 Epoch 2 Batch 246/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.657, Loss: 0.796 Epoch 2 Batch 247/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.663, Loss: 0.752 Epoch 2 Batch 248/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.662, Loss: 0.748 Epoch 2 Batch 249/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.659, Loss: 0.772 Epoch 2 Batch 250/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.657, Loss: 0.715 Epoch 2 Batch 251/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.662, Loss: 0.775 Epoch 2 Batch 252/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.661, Loss: 0.743 Epoch 2 Batch 253/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.654, Loss: 0.766 Epoch 2 Batch 254/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.656, Loss: 0.795 Epoch 2 Batch 255/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.664, Loss: 0.814 Epoch 2 Batch 256/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.664, Loss: 0.827 Epoch 2 Batch 257/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.665, Loss: 0.745 Epoch 2 Batch 258/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.665, Loss: 0.730 Epoch 2 Batch 259/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.668, Loss: 0.774 Epoch 2 Batch 260/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.651, Loss: 0.726 Epoch 2 Batch 261/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.654, Loss: 0.755 Epoch 2 Batch 262/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.659, Loss: 0.783 Epoch 2 Batch 263/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.657, Loss: 0.748 Epoch 2 Batch 264/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.644, Loss: 0.792 Epoch 2 Batch 265/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.643, Loss: 0.790 Epoch 2 Batch 266/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.643, Loss: 0.753 Epoch 2 Batch 267/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.637, Loss: 0.744 Epoch 2 Batch 268/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.634, Loss: 0.767 Epoch 2 Batch 269/1077 - Train Accuracy: 0.617, Validation Accuracy: 0.636, Loss: 0.819 Epoch 2 Batch 270/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.634, Loss: 0.815 Epoch 2 Batch 271/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.640, Loss: 0.746 Epoch 2 Batch 272/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.642, Loss: 0.793 Epoch 2 Batch 273/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.640, Loss: 0.753 Epoch 2 Batch 274/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.635, Loss: 0.743 Epoch 2 Batch 275/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.637, Loss: 0.750 Epoch 2 Batch 276/1077 - Train Accuracy: 0.600, Validation Accuracy: 0.645, Loss: 0.805 Epoch 2 Batch 277/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.651, Loss: 0.716 Epoch 2 Batch 278/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.651, Loss: 0.829 Epoch 2 Batch 279/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.646, Loss: 0.839 Epoch 2 Batch 280/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.651, Loss: 0.798 Epoch 2 Batch 281/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.643, Loss: 0.801 Epoch 2 Batch 282/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.657, Loss: 0.809 Epoch 2 Batch 283/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.659, Loss: 0.799 Epoch 2 Batch 284/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.663, Loss: 0.831 Epoch 2 Batch 285/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.655, Loss: 0.740 Epoch 2 Batch 286/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.660, Loss: 0.727 Epoch 2 Batch 287/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.657, Loss: 0.775 Epoch 2 Batch 288/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.655, Loss: 0.798 Epoch 2 Batch 289/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.657, Loss: 0.758 Epoch 2 Batch 290/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.655, Loss: 0.795 Epoch 2 Batch 291/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.657, Loss: 0.775 Epoch 2 Batch 292/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.659, Loss: 0.755 Epoch 2 Batch 293/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.661, Loss: 0.811 Epoch 2 Batch 294/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.654, Loss: 0.705 Epoch 2 Batch 295/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.647, Loss: 0.843 Epoch 2 Batch 296/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.654, Loss: 0.730 Epoch 2 Batch 297/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.643, Loss: 0.817 Epoch 2 Batch 298/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.653, Loss: 0.832 Epoch 2 Batch 299/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.659, Loss: 0.756 Epoch 2 Batch 300/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.661, Loss: 0.812 Epoch 2 Batch 301/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.658, Loss: 0.771 Epoch 2 Batch 302/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.658, Loss: 0.765 Epoch 2 Batch 303/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.645, Loss: 0.801 Epoch 2 Batch 304/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.653, Loss: 0.736 Epoch 2 Batch 305/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.650, Loss: 0.764 Epoch 2 Batch 306/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.646, Loss: 0.735 Epoch 2 Batch 307/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.643, Loss: 0.764 Epoch 2 Batch 308/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.646, Loss: 0.847 Epoch 2 Batch 309/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.639, Loss: 0.730 Epoch 2 Batch 310/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.639, Loss: 0.774 Epoch 2 Batch 311/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.640, Loss: 0.731 Epoch 2 Batch 312/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.634, Loss: 0.804 Epoch 2 Batch 313/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.626, Loss: 0.768 Epoch 2 Batch 314/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.629, Loss: 0.776 Epoch 2 Batch 315/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.631, Loss: 0.718 Epoch 2 Batch 316/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.626, Loss: 0.732 Epoch 2 Batch 317/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.625, Loss: 0.824 Epoch 2 Batch 318/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.636, Loss: 0.770 Epoch 2 Batch 319/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.646, Loss: 0.786 Epoch 2 Batch 320/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.647, Loss: 0.782 Epoch 2 Batch 321/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.647, Loss: 0.759 Epoch 2 Batch 322/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.652, Loss: 0.710 Epoch 2 Batch 323/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.657, Loss: 0.754 Epoch 2 Batch 324/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.657, Loss: 0.758 Epoch 2 Batch 325/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.659, Loss: 0.737 Epoch 2 Batch 326/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.647, Loss: 0.731 Epoch 2 Batch 327/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.649, Loss: 0.791 Epoch 2 Batch 328/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.654, Loss: 0.767 Epoch 2 Batch 329/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.658, Loss: 0.793 Epoch 2 Batch 330/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.653, Loss: 0.760 Epoch 2 Batch 331/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.651, Loss: 0.790 Epoch 2 Batch 332/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.653, Loss: 0.704 Epoch 2 Batch 333/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.647, Loss: 0.789 Epoch 2 Batch 334/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.654, Loss: 0.772 Epoch 2 Batch 335/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.655, Loss: 0.716 Epoch 2 Batch 336/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.658, Loss: 0.777 Epoch 2 Batch 337/1077 - Train Accuracy: 0.606, Validation Accuracy: 0.650, Loss: 0.782 Epoch 2 Batch 338/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.650, Loss: 0.801 Epoch 2 Batch 339/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.650, Loss: 0.726 Epoch 2 Batch 340/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.646, Loss: 0.771 Epoch 2 Batch 341/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.650, Loss: 0.784 Epoch 2 Batch 342/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.646, Loss: 0.736 Epoch 2 Batch 343/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.658, Loss: 0.773 Epoch 2 Batch 344/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.658, Loss: 0.766 Epoch 2 Batch 345/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.665, Loss: 0.736 Epoch 2 Batch 346/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.669, Loss: 0.778 Epoch 2 Batch 347/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.659, Loss: 0.722 Epoch 2 Batch 348/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.662, Loss: 0.735 Epoch 2 Batch 349/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.659, Loss: 0.763 Epoch 2 Batch 350/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.662, Loss: 0.812 Epoch 2 Batch 351/1077 - Train Accuracy: 0.611, Validation Accuracy: 0.669, Loss: 0.821 Epoch 2 Batch 352/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.663, Loss: 0.790 Epoch 2 Batch 353/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.658, Loss: 0.818 Epoch 2 Batch 354/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.663, Loss: 0.786 Epoch 2 Batch 355/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.661, Loss: 0.776 Epoch 2 Batch 356/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.657, Loss: 0.781 Epoch 2 Batch 357/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.657, Loss: 0.734 Epoch 2 Batch 358/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.661, Loss: 0.819 Epoch 2 Batch 359/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.656, Loss: 0.773 Epoch 2 Batch 360/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.648, Loss: 0.780 Epoch 2 Batch 361/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.655, Loss: 0.805 Epoch 2 Batch 362/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.655, Loss: 0.746 Epoch 2 Batch 363/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.657, Loss: 0.781 Epoch 2 Batch 364/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.661, Loss: 0.785 Epoch 2 Batch 365/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.654, Loss: 0.767 Epoch 2 Batch 366/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.649, Loss: 0.780 Epoch 2 Batch 367/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.652, Loss: 0.711 Epoch 2 Batch 368/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.659, Loss: 0.754 Epoch 2 Batch 369/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.661, Loss: 0.758 Epoch 2 Batch 370/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.656, Loss: 0.733 Epoch 2 Batch 371/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.659, Loss: 0.745 Epoch 2 Batch 372/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.657, Loss: 0.739 Epoch 2 Batch 373/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.660, Loss: 0.703 Epoch 2 Batch 374/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.664, Loss: 0.813 Epoch 2 Batch 375/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.663, Loss: 0.705 Epoch 2 Batch 376/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.652, Loss: 0.715 Epoch 2 Batch 377/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.659, Loss: 0.791 Epoch 2 Batch 378/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.666, Loss: 0.744 Epoch 2 Batch 379/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.663, Loss: 0.781 Epoch 2 Batch 380/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.665, Loss: 0.748 Epoch 2 Batch 381/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.664, Loss: 0.761 Epoch 2 Batch 382/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.654, Loss: 0.781 Epoch 2 Batch 383/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.657, Loss: 0.740 Epoch 2 Batch 384/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.661, Loss: 0.759 Epoch 2 Batch 385/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.661, Loss: 0.774 Epoch 2 Batch 386/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.656, Loss: 0.737 Epoch 2 Batch 387/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.665, Loss: 0.753 Epoch 2 Batch 388/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.661, Loss: 0.744 Epoch 2 Batch 389/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.649, Loss: 0.744 Epoch 2 Batch 390/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.658, Loss: 0.789 Epoch 2 Batch 391/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.664, Loss: 0.763 Epoch 2 Batch 392/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.667, Loss: 0.748 Epoch 2 Batch 393/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.668, Loss: 0.715 Epoch 2 Batch 394/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.659, Loss: 0.786 Epoch 2 Batch 395/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.664, Loss: 0.719 Epoch 2 Batch 396/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.665, Loss: 0.780 Epoch 2 Batch 397/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.669, Loss: 0.736 Epoch 2 Batch 398/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.670, Loss: 0.786 Epoch 2 Batch 399/1077 - Train Accuracy: 0.585, Validation Accuracy: 0.656, Loss: 0.830 Epoch 2 Batch 400/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.656, Loss: 0.780 Epoch 2 Batch 401/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.653, Loss: 0.743 Epoch 2 Batch 402/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.652, Loss: 0.726 Epoch 2 Batch 403/1077 - Train Accuracy: 0.607, Validation Accuracy: 0.648, Loss: 0.793 Epoch 2 Batch 404/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.664, Loss: 0.722 Epoch 2 Batch 405/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.651, Loss: 0.814 Epoch 2 Batch 406/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.651, Loss: 0.741 Epoch 2 Batch 407/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.651, Loss: 0.796 Epoch 2 Batch 408/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.662, Loss: 0.759 Epoch 2 Batch 409/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.663, Loss: 0.759 Epoch 2 Batch 410/1077 - Train Accuracy: 0.606, Validation Accuracy: 0.668, Loss: 0.774 Epoch 2 Batch 411/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.674, Loss: 0.747 Epoch 2 Batch 412/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.670, Loss: 0.713 Epoch 2 Batch 413/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.658, Loss: 0.758 Epoch 2 Batch 414/1077 - Train Accuracy: 0.609, Validation Accuracy: 0.662, Loss: 0.794 Epoch 2 Batch 415/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.662, Loss: 0.716 Epoch 2 Batch 416/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.664, Loss: 0.744 Epoch 2 Batch 417/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.661, Loss: 0.775 Epoch 2 Batch 418/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.667, Loss: 0.725 Epoch 2 Batch 419/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.664, Loss: 0.754 Epoch 2 Batch 420/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.655, Loss: 0.739 Epoch 2 Batch 421/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.655, Loss: 0.774 Epoch 2 Batch 422/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.653, Loss: 0.728 Epoch 2 Batch 423/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.654, Loss: 0.767 Epoch 2 Batch 424/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.654, Loss: 0.763 Epoch 2 Batch 425/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.665, Loss: 0.740 Epoch 2 Batch 426/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.668, Loss: 0.778 Epoch 2 Batch 427/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.664, Loss: 0.758 Epoch 2 Batch 428/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.655, Loss: 0.722 Epoch 2 Batch 429/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.657, Loss: 0.737 Epoch 2 Batch 430/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.649, Loss: 0.745 Epoch 2 Batch 431/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.659, Loss: 0.771 Epoch 2 Batch 432/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.657, Loss: 0.767 Epoch 2 Batch 433/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.643, Loss: 0.762 Epoch 2 Batch 434/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.643, Loss: 0.765 Epoch 2 Batch 435/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.649, Loss: 0.800 Epoch 2 Batch 436/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.649, Loss: 0.725 Epoch 2 Batch 437/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.644, Loss: 0.767 Epoch 2 Batch 438/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.641, Loss: 0.771 Epoch 2 Batch 439/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.639, Loss: 0.787 Epoch 2 Batch 440/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.635, Loss: 0.781 Epoch 2 Batch 441/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.640, Loss: 0.746 Epoch 2 Batch 442/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.657, Loss: 0.747 Epoch 2 Batch 443/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.657, Loss: 0.741 Epoch 2 Batch 444/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.662, Loss: 0.759 Epoch 2 Batch 445/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.651, Loss: 0.804 Epoch 2 Batch 446/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.647, Loss: 0.699 Epoch 2 Batch 447/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.650, Loss: 0.760 Epoch 2 Batch 448/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.649, Loss: 0.783 Epoch 2 Batch 449/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.643, Loss: 0.793 Epoch 2 Batch 450/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.652, Loss: 0.758 Epoch 2 Batch 451/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.650, Loss: 0.727 Epoch 2 Batch 452/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.657, Loss: 0.755 Epoch 2 Batch 453/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.661, Loss: 0.735 Epoch 2 Batch 454/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.661, Loss: 0.731 Epoch 2 Batch 455/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.663, Loss: 0.718 Epoch 2 Batch 456/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.668, Loss: 0.760 Epoch 2 Batch 457/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.668, Loss: 0.732 Epoch 2 Batch 458/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.663, Loss: 0.761 Epoch 2 Batch 459/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.656, Loss: 0.727 Epoch 2 Batch 460/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.659, Loss: 0.776 Epoch 2 Batch 461/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.658, Loss: 0.763 Epoch 2 Batch 462/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.658, Loss: 0.730 Epoch 2 Batch 463/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.653, Loss: 0.777 Epoch 2 Batch 464/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.656, Loss: 0.717 Epoch 2 Batch 465/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.656, Loss: 0.802 Epoch 2 Batch 466/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.656, Loss: 0.733 Epoch 2 Batch 467/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.660, Loss: 0.734 Epoch 2 Batch 468/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.667, Loss: 0.749 Epoch 2 Batch 469/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.662, Loss: 0.786 Epoch 2 Batch 470/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.670, Loss: 0.784 Epoch 2 Batch 471/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.668, Loss: 0.733 Epoch 2 Batch 472/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.666, Loss: 0.734 Epoch 2 Batch 473/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.664, Loss: 0.755 Epoch 2 Batch 474/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.670, Loss: 0.756 Epoch 2 Batch 475/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.667, Loss: 0.720 Epoch 2 Batch 476/1077 - Train Accuracy: 0.617, Validation Accuracy: 0.670, Loss: 0.756 Epoch 2 Batch 477/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.664, Loss: 0.722 Epoch 2 Batch 478/1077 - Train Accuracy: 0.616, Validation Accuracy: 0.669, Loss: 0.782 Epoch 2 Batch 479/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.670, Loss: 0.784 Epoch 2 Batch 480/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.668, Loss: 0.777 Epoch 2 Batch 481/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.669, Loss: 0.757 Epoch 2 Batch 482/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.661, Loss: 0.796 Epoch 2 Batch 483/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.667, Loss: 0.751 Epoch 2 Batch 484/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.661, Loss: 0.755 Epoch 2 Batch 485/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.665, Loss: 0.773 Epoch 2 Batch 486/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.663, Loss: 0.759 Epoch 2 Batch 487/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.653, Loss: 0.768 Epoch 2 Batch 488/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.663, Loss: 0.780 Epoch 2 Batch 489/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.662, Loss: 0.722 Epoch 2 Batch 490/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.663, Loss: 0.772 Epoch 2 Batch 491/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.661, Loss: 0.742 Epoch 2 Batch 492/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.660, Loss: 0.771 Epoch 2 Batch 493/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.665, Loss: 0.723 Epoch 2 Batch 494/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.665, Loss: 0.722 Epoch 2 Batch 495/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.664, Loss: 0.725 Epoch 2 Batch 496/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.660, Loss: 0.796 Epoch 2 Batch 497/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.664, Loss: 0.803 Epoch 2 Batch 498/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.663, Loss: 0.730 Epoch 2 Batch 499/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.662, Loss: 0.705 Epoch 2 Batch 500/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.665, Loss: 0.743 Epoch 2 Batch 501/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.666, Loss: 0.752 Epoch 2 Batch 502/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.662, Loss: 0.740 Epoch 2 Batch 503/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.656, Loss: 0.749 Epoch 2 Batch 504/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.657, Loss: 0.762 Epoch 2 Batch 505/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.658, Loss: 0.672 Epoch 2 Batch 506/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.660, Loss: 0.742 Epoch 2 Batch 507/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.659, Loss: 0.730 Epoch 2 Batch 508/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.661, Loss: 0.723 Epoch 2 Batch 509/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.663, Loss: 0.758 Epoch 2 Batch 510/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.656, Loss: 0.720 Epoch 2 Batch 511/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.656, Loss: 0.755 Epoch 2 Batch 512/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.656, Loss: 0.757 Epoch 2 Batch 513/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.660, Loss: 0.754 Epoch 2 Batch 514/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.652, Loss: 0.766 Epoch 2 Batch 515/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.652, Loss: 0.778 Epoch 2 Batch 516/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.649, Loss: 0.701 Epoch 2 Batch 517/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.652, Loss: 0.720 Epoch 2 Batch 518/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.657, Loss: 0.727 Epoch 2 Batch 519/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.656, Loss: 0.755 Epoch 2 Batch 520/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.654, Loss: 0.698 Epoch 2 Batch 521/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.654, Loss: 0.735 Epoch 2 Batch 522/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.653, Loss: 0.788 Epoch 2 Batch 523/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.654, Loss: 0.752 Epoch 2 Batch 524/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.659, Loss: 0.770 Epoch 2 Batch 525/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.660, Loss: 0.715 Epoch 2 Batch 526/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.665, Loss: 0.750 Epoch 2 Batch 527/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.669, Loss: 0.761 Epoch 2 Batch 528/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.663, Loss: 0.736 Epoch 2 Batch 529/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.667, Loss: 0.738 Epoch 2 Batch 530/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.661, Loss: 0.742 Epoch 2 Batch 531/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.655, Loss: 0.742 Epoch 2 Batch 532/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.658, Loss: 0.774 Epoch 2 Batch 533/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.647, Loss: 0.735 Epoch 2 Batch 534/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.648, Loss: 0.739 Epoch 2 Batch 535/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.649, Loss: 0.732 Epoch 2 Batch 536/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.652, Loss: 0.746 Epoch 2 Batch 537/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.657, Loss: 0.751 Epoch 2 Batch 538/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.657, Loss: 0.675 Epoch 2 Batch 539/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.656, Loss: 0.741 Epoch 2 Batch 540/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.656, Loss: 0.697 Epoch 2 Batch 541/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.664, Loss: 0.751 Epoch 2 Batch 542/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.652, Loss: 0.736 Epoch 2 Batch 543/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.654, Loss: 0.738 Epoch 2 Batch 544/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.657, Loss: 0.745 Epoch 2 Batch 545/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.655, Loss: 0.796 Epoch 2 Batch 546/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.664, Loss: 0.787 Epoch 2 Batch 547/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.663, Loss: 0.738 Epoch 2 Batch 548/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.665, Loss: 0.736 Epoch 2 Batch 549/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.675, Loss: 0.803 Epoch 2 Batch 550/1077 - Train Accuracy: 0.601, Validation Accuracy: 0.671, Loss: 0.767 Epoch 2 Batch 551/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.668, Loss: 0.765 Epoch 2 Batch 552/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.668, Loss: 0.745 Epoch 2 Batch 553/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.664, Loss: 0.734 Epoch 2 Batch 554/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.664, Loss: 0.752 Epoch 2 Batch 555/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.660, Loss: 0.758 Epoch 2 Batch 556/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.668, Loss: 0.705 Epoch 2 Batch 557/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.663, Loss: 0.722 Epoch 2 Batch 558/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.655, Loss: 0.713 Epoch 2 Batch 559/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.659, Loss: 0.724 Epoch 2 Batch 560/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.664, Loss: 0.732 Epoch 2 Batch 561/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.663, Loss: 0.707 Epoch 2 Batch 562/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.667, Loss: 0.694 Epoch 2 Batch 563/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.655, Loss: 0.761 Epoch 2 Batch 564/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.648, Loss: 0.784 Epoch 2 Batch 565/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.650, Loss: 0.736 Epoch 2 Batch 566/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.651, Loss: 0.761 Epoch 2 Batch 567/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.651, Loss: 0.747 Epoch 2 Batch 568/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.651, Loss: 0.716 Epoch 2 Batch 569/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.650, Loss: 0.725 Epoch 2 Batch 570/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.650, Loss: 0.757 Epoch 2 Batch 571/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.651, Loss: 0.699 Epoch 2 Batch 572/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.662, Loss: 0.705 Epoch 2 Batch 573/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.667, Loss: 0.741 Epoch 2 Batch 574/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.669, Loss: 0.776 Epoch 2 Batch 575/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.670, Loss: 0.726 Epoch 2 Batch 576/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.670, Loss: 0.775 Epoch 2 Batch 577/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.670, Loss: 0.788 Epoch 2 Batch 578/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.679, Loss: 0.741 Epoch 2 Batch 579/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.675, Loss: 0.693 Epoch 2 Batch 580/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.673, Loss: 0.678 Epoch 2 Batch 581/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.671, Loss: 0.707 Epoch 2 Batch 582/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.669, Loss: 0.740 Epoch 2 Batch 583/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.668, Loss: 0.753 Epoch 2 Batch 584/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.655, Loss: 0.731 Epoch 2 Batch 585/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.659, Loss: 0.671 Epoch 2 Batch 586/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.661, Loss: 0.781 Epoch 2 Batch 587/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.662, Loss: 0.701 Epoch 2 Batch 588/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.664, Loss: 0.736 Epoch 2 Batch 589/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.662, Loss: 0.766 Epoch 2 Batch 590/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.659, Loss: 0.766 Epoch 2 Batch 591/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.660, Loss: 0.692 Epoch 2 Batch 592/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.675, Loss: 0.745 Epoch 2 Batch 593/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.671, Loss: 0.712 Epoch 2 Batch 594/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.669, Loss: 0.742 Epoch 2 Batch 595/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.672, Loss: 0.759 Epoch 2 Batch 596/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.664, Loss: 0.730 Epoch 2 Batch 597/1077 - Train Accuracy: 0.613, Validation Accuracy: 0.667, Loss: 0.755 Epoch 2 Batch 598/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.663, Loss: 0.709 Epoch 2 Batch 599/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.661, Loss: 0.788 Epoch 2 Batch 600/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.662, Loss: 0.709 Epoch 2 Batch 601/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.663, Loss: 0.721 Epoch 2 Batch 602/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.665, Loss: 0.732 Epoch 2 Batch 603/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.659, Loss: 0.733 Epoch 2 Batch 604/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.658, Loss: 0.796 Epoch 2 Batch 605/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.661, Loss: 0.788 Epoch 2 Batch 606/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.663, Loss: 0.677 Epoch 2 Batch 607/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.662, Loss: 0.682 Epoch 2 Batch 608/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.664, Loss: 0.754 Epoch 2 Batch 609/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.669, Loss: 0.750 Epoch 2 Batch 610/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.676, Loss: 0.787 Epoch 2 Batch 611/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.677, Loss: 0.751 Epoch 2 Batch 612/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.672, Loss: 0.692 Epoch 2 Batch 613/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.672, Loss: 0.753 Epoch 2 Batch 614/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.667, Loss: 0.710 Epoch 2 Batch 615/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.669, Loss: 0.729 Epoch 2 Batch 616/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.669, Loss: 0.781 Epoch 2 Batch 617/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.671, Loss: 0.742 Epoch 2 Batch 618/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.671, Loss: 0.725 Epoch 2 Batch 619/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.672, Loss: 0.780 Epoch 2 Batch 620/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.674, Loss: 0.720 Epoch 2 Batch 621/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.670, Loss: 0.726 Epoch 2 Batch 622/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.669, Loss: 0.776 Epoch 2 Batch 623/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.670, Loss: 0.756 Epoch 2 Batch 624/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.675, Loss: 0.688 Epoch 2 Batch 625/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.670, Loss: 0.731 Epoch 2 Batch 626/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.669, Loss: 0.680 Epoch 2 Batch 627/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.668, Loss: 0.721 Epoch 2 Batch 628/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.674, Loss: 0.772 Epoch 2 Batch 629/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.675, Loss: 0.776 Epoch 2 Batch 630/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.673, Loss: 0.745 Epoch 2 Batch 631/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.668, Loss: 0.726 Epoch 2 Batch 632/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.661, Loss: 0.740 Epoch 2 Batch 633/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.660, Loss: 0.734 Epoch 2 Batch 634/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.658, Loss: 0.691 Epoch 2 Batch 635/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.668, Loss: 0.765 Epoch 2 Batch 636/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.660, Loss: 0.697 Epoch 2 Batch 637/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.656, Loss: 0.748 Epoch 2 Batch 638/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.663, Loss: 0.705 Epoch 2 Batch 639/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.663, Loss: 0.740 Epoch 2 Batch 640/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.661, Loss: 0.715 Epoch 2 Batch 641/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.661, Loss: 0.743 Epoch 2 Batch 642/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.667, Loss: 0.738 Epoch 2 Batch 643/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.676, Loss: 0.686 Epoch 2 Batch 644/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.675, Loss: 0.715 Epoch 2 Batch 645/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.676, Loss: 0.734 Epoch 2 Batch 646/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.681, Loss: 0.713 Epoch 2 Batch 647/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.680, Loss: 0.730 Epoch 2 Batch 648/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.684, Loss: 0.709 Epoch 2 Batch 649/1077 - Train Accuracy: 0.612, Validation Accuracy: 0.679, Loss: 0.765 Epoch 2 Batch 650/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.679, Loss: 0.751 Epoch 2 Batch 651/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.676, Loss: 0.715 Epoch 2 Batch 652/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.677, Loss: 0.791 Epoch 2 Batch 653/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.679, Loss: 0.736 Epoch 2 Batch 654/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.681, Loss: 0.708 Epoch 2 Batch 655/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.683, Loss: 0.746 Epoch 2 Batch 656/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.684, Loss: 0.718 Epoch 2 Batch 657/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.680, Loss: 0.761 Epoch 2 Batch 658/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.679, Loss: 0.711 Epoch 2 Batch 659/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.661, Loss: 0.684 Epoch 2 Batch 660/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.651, Loss: 0.752 Epoch 2 Batch 661/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.658, Loss: 0.667 Epoch 2 Batch 662/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.667, Loss: 0.709 Epoch 2 Batch 663/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.658, Loss: 0.702 Epoch 2 Batch 664/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.662, Loss: 0.727 Epoch 2 Batch 665/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.660, Loss: 0.748 Epoch 2 Batch 666/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.661, Loss: 0.749 Epoch 2 Batch 667/1077 - Train Accuracy: 0.602, Validation Accuracy: 0.660, Loss: 0.760 Epoch 2 Batch 668/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.663, Loss: 0.719 Epoch 2 Batch 669/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.661, Loss: 0.706 Epoch 2 Batch 670/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.664, Loss: 0.681 Epoch 2 Batch 671/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.662, Loss: 0.776 Epoch 2 Batch 672/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.662, Loss: 0.713 Epoch 2 Batch 673/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.661, Loss: 0.717 Epoch 2 Batch 674/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.659, Loss: 0.725 Epoch 2 Batch 675/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.661, Loss: 0.728 Epoch 2 Batch 676/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.661, Loss: 0.764 Epoch 2 Batch 677/1077 - Train Accuracy: 0.613, Validation Accuracy: 0.654, Loss: 0.774 Epoch 2 Batch 678/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.666, Loss: 0.707 Epoch 2 Batch 679/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.659, Loss: 0.771 Epoch 2 Batch 680/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.653, Loss: 0.700 Epoch 2 Batch 681/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.652, Loss: 0.741 Epoch 2 Batch 682/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.657, Loss: 0.749 Epoch 2 Batch 683/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.662, Loss: 0.737 Epoch 2 Batch 684/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.660, Loss: 0.727 Epoch 2 Batch 685/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.661, Loss: 0.757 Epoch 2 Batch 686/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.657, Loss: 0.683 Epoch 2 Batch 687/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.664, Loss: 0.765 Epoch 2 Batch 688/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.663, Loss: 0.727 Epoch 2 Batch 689/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.664, Loss: 0.699 Epoch 2 Batch 690/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.673, Loss: 0.702 Epoch 2 Batch 691/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.676, Loss: 0.775 Epoch 2 Batch 692/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.676, Loss: 0.689 Epoch 2 Batch 693/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.678, Loss: 0.818 Epoch 2 Batch 694/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.670, Loss: 0.712 Epoch 2 Batch 695/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.669, Loss: 0.706 Epoch 2 Batch 696/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.663, Loss: 0.784 Epoch 2 Batch 697/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.668, Loss: 0.722 Epoch 2 Batch 698/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.660, Loss: 0.714 Epoch 2 Batch 699/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.660, Loss: 0.782 Epoch 2 Batch 700/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.663, Loss: 0.703 Epoch 2 Batch 701/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.664, Loss: 0.754 Epoch 2 Batch 702/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.658, Loss: 0.719 Epoch 2 Batch 703/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.655, Loss: 0.740 Epoch 2 Batch 704/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.664, Loss: 0.766 Epoch 2 Batch 705/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.669, Loss: 0.779 Epoch 2 Batch 706/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.669, Loss: 0.725 Epoch 2 Batch 707/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.667, Loss: 0.739 Epoch 2 Batch 708/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.670, Loss: 0.733 Epoch 2 Batch 709/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.670, Loss: 0.743 Epoch 2 Batch 710/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.666, Loss: 0.718 Epoch 2 Batch 711/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.668, Loss: 0.755 Epoch 2 Batch 712/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.665, Loss: 0.711 Epoch 2 Batch 713/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.661, Loss: 0.669 Epoch 2 Batch 714/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.668, Loss: 0.715 Epoch 2 Batch 715/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.665, Loss: 0.743 Epoch 2 Batch 716/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.664, Loss: 0.686 Epoch 2 Batch 717/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.667, Loss: 0.723 Epoch 2 Batch 718/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.663, Loss: 0.732 Epoch 2 Batch 719/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.659, Loss: 0.716 Epoch 2 Batch 720/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.663, Loss: 0.765 Epoch 2 Batch 721/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.666, Loss: 0.744 Epoch 2 Batch 722/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.664, Loss: 0.714 Epoch 2 Batch 723/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.665, Loss: 0.699 Epoch 2 Batch 724/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.662, Loss: 0.759 Epoch 2 Batch 725/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.663, Loss: 0.682 Epoch 2 Batch 726/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.663, Loss: 0.703 Epoch 2 Batch 727/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.664, Loss: 0.701 Epoch 2 Batch 728/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.647, Loss: 0.717 Epoch 2 Batch 729/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.646, Loss: 0.774 Epoch 2 Batch 730/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.657, Loss: 0.748 Epoch 2 Batch 731/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.653, Loss: 0.714 Epoch 2 Batch 732/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.655, Loss: 0.779 Epoch 2 Batch 733/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.647, Loss: 0.738 Epoch 2 Batch 734/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.648, Loss: 0.753 Epoch 2 Batch 735/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.654, Loss: 0.714 Epoch 2 Batch 736/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.655, Loss: 0.713 Epoch 2 Batch 737/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.669, Loss: 0.745 Epoch 2 Batch 738/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.669, Loss: 0.633 Epoch 2 Batch 739/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.672, Loss: 0.694 Epoch 2 Batch 740/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.677, Loss: 0.723 Epoch 2 Batch 741/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.676, Loss: 0.722 Epoch 2 Batch 742/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.674, Loss: 0.744 Epoch 2 Batch 743/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.672, Loss: 0.738 Epoch 2 Batch 744/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.659, Loss: 0.681 Epoch 2 Batch 745/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.654, Loss: 0.722 Epoch 2 Batch 746/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.654, Loss: 0.724 Epoch 2 Batch 747/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.654, Loss: 0.691 Epoch 2 Batch 748/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.656, Loss: 0.721 Epoch 2 Batch 749/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.658, Loss: 0.754 Epoch 2 Batch 750/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.669, Loss: 0.698 Epoch 2 Batch 751/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.670, Loss: 0.714 Epoch 2 Batch 752/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.677, Loss: 0.669 Epoch 2 Batch 753/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.666, Loss: 0.706 Epoch 2 Batch 754/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.662, Loss: 0.750 Epoch 2 Batch 755/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.661, Loss: 0.700 Epoch 2 Batch 756/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.661, Loss: 0.690 Epoch 2 Batch 757/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.664, Loss: 0.744 Epoch 2 Batch 758/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.668, Loss: 0.678 Epoch 2 Batch 759/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.664, Loss: 0.678 Epoch 2 Batch 760/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.673, Loss: 0.738 Epoch 2 Batch 761/1077 - Train Accuracy: 0.603, Validation Accuracy: 0.679, Loss: 0.754 Epoch 2 Batch 762/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.678, Loss: 0.690 Epoch 2 Batch 763/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.672, Loss: 0.689 Epoch 2 Batch 764/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.674, Loss: 0.704 Epoch 2 Batch 765/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.670, Loss: 0.690 Epoch 2 Batch 766/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.669, Loss: 0.743 Epoch 2 Batch 767/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.670, Loss: 0.713 Epoch 2 Batch 768/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.661, Loss: 0.721 Epoch 2 Batch 769/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.664, Loss: 0.736 Epoch 2 Batch 770/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.654, Loss: 0.666 Epoch 2 Batch 771/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.652, Loss: 0.743 Epoch 2 Batch 772/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.651, Loss: 0.699 Epoch 2 Batch 773/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.654, Loss: 0.719 Epoch 2 Batch 774/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.654, Loss: 0.747 Epoch 2 Batch 775/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.652, Loss: 0.701 Epoch 2 Batch 776/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.661, Loss: 0.711 Epoch 2 Batch 777/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.673, Loss: 0.726 Epoch 2 Batch 778/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.661, Loss: 0.700 Epoch 2 Batch 779/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.661, Loss: 0.735 Epoch 2 Batch 780/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.661, Loss: 0.755 Epoch 2 Batch 781/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.670, Loss: 0.670 Epoch 2 Batch 782/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.665, Loss: 0.708 Epoch 2 Batch 783/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.659, Loss: 0.732 Epoch 2 Batch 784/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.659, Loss: 0.724 Epoch 2 Batch 785/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.668, Loss: 0.687 Epoch 2 Batch 786/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.665, Loss: 0.737 Epoch 2 Batch 787/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.663, Loss: 0.661 Epoch 2 Batch 788/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.666, Loss: 0.695 Epoch 2 Batch 789/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.667, Loss: 0.750 Epoch 2 Batch 790/1077 - Train Accuracy: 0.605, Validation Accuracy: 0.668, Loss: 0.768 Epoch 2 Batch 791/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.675, Loss: 0.714 Epoch 2 Batch 792/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.659, Loss: 0.736 Epoch 2 Batch 793/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.658, Loss: 0.712 Epoch 2 Batch 794/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.656, Loss: 0.720 Epoch 2 Batch 795/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.655, Loss: 0.745 Epoch 2 Batch 796/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.655, Loss: 0.749 Epoch 2 Batch 797/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.660, Loss: 0.729 Epoch 2 Batch 798/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.661, Loss: 0.741 Epoch 2 Batch 799/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.675, Loss: 0.767 Epoch 2 Batch 800/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.680, Loss: 0.750 Epoch 2 Batch 801/1077 - Train Accuracy: 0.626, Validation Accuracy: 0.675, Loss: 0.757 Epoch 2 Batch 802/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.660, Loss: 0.700 Epoch 2 Batch 803/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.662, Loss: 0.719 Epoch 2 Batch 804/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.665, Loss: 0.741 Epoch 2 Batch 805/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.666, Loss: 0.725 Epoch 2 Batch 806/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.668, Loss: 0.713 Epoch 2 Batch 807/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.667, Loss: 0.715 Epoch 2 Batch 808/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.672, Loss: 0.726 Epoch 2 Batch 809/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.667, Loss: 0.792 Epoch 2 Batch 810/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.661, Loss: 0.679 Epoch 2 Batch 811/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.656, Loss: 0.675 Epoch 2 Batch 812/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.653, Loss: 0.741 Epoch 2 Batch 813/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.656, Loss: 0.701 Epoch 2 Batch 814/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.665, Loss: 0.728 Epoch 2 Batch 815/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.667, Loss: 0.721 Epoch 2 Batch 816/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.673, Loss: 0.732 Epoch 2 Batch 817/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.676, Loss: 0.748 Epoch 2 Batch 818/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.672, Loss: 0.748 Epoch 2 Batch 819/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.668, Loss: 0.695 Epoch 2 Batch 820/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.671, Loss: 0.753 Epoch 2 Batch 821/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.667, Loss: 0.697 Epoch 2 Batch 822/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.668, Loss: 0.702 Epoch 2 Batch 823/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.663, Loss: 0.699 Epoch 2 Batch 824/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.668, Loss: 0.685 Epoch 2 Batch 825/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.660, Loss: 0.719 Epoch 2 Batch 826/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.661, Loss: 0.674 Epoch 2 Batch 827/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.664, Loss: 0.765 Epoch 2 Batch 828/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.663, Loss: 0.717 Epoch 2 Batch 829/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.667, Loss: 0.753 Epoch 2 Batch 830/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.668, Loss: 0.693 Epoch 2 Batch 831/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.665, Loss: 0.717 Epoch 2 Batch 832/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.668, Loss: 0.716 Epoch 2 Batch 833/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.667, Loss: 0.721 Epoch 2 Batch 834/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.665, Loss: 0.680 Epoch 2 Batch 835/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.666, Loss: 0.710 Epoch 2 Batch 836/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.662, Loss: 0.753 Epoch 2 Batch 837/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.660, Loss: 0.750 Epoch 2 Batch 838/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.666, Loss: 0.690 Epoch 2 Batch 839/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.665, Loss: 0.679 Epoch 2 Batch 840/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.665, Loss: 0.704 Epoch 2 Batch 841/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.660, Loss: 0.706 Epoch 2 Batch 842/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.659, Loss: 0.711 Epoch 2 Batch 843/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.655, Loss: 0.671 Epoch 2 Batch 844/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.655, Loss: 0.676 Epoch 2 Batch 845/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.663, Loss: 0.712 Epoch 2 Batch 846/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.665, Loss: 0.709 Epoch 2 Batch 847/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.661, Loss: 0.712 Epoch 2 Batch 848/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.666, Loss: 0.727 Epoch 2 Batch 849/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.666, Loss: 0.685 Epoch 2 Batch 850/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.664, Loss: 0.758 Epoch 2 Batch 851/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.663, Loss: 0.671 Epoch 2 Batch 852/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.661, Loss: 0.736 Epoch 2 Batch 853/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.660, Loss: 0.664 Epoch 2 Batch 854/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.649, Loss: 0.721 Epoch 2 Batch 855/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.658, Loss: 0.706 Epoch 2 Batch 856/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.660, Loss: 0.706 Epoch 2 Batch 857/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.659, Loss: 0.691 Epoch 2 Batch 858/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.662, Loss: 0.671 Epoch 2 Batch 859/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.662, Loss: 0.711 Epoch 2 Batch 860/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.657, Loss: 0.687 Epoch 2 Batch 861/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.666, Loss: 0.708 Epoch 2 Batch 862/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.667, Loss: 0.701 Epoch 2 Batch 863/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.662, Loss: 0.702 Epoch 2 Batch 864/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.664, Loss: 0.701 Epoch 2 Batch 865/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.663, Loss: 0.654 Epoch 2 Batch 866/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.662, Loss: 0.666 Epoch 2 Batch 867/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.663, Loss: 0.740 Epoch 2 Batch 868/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.665, Loss: 0.712 Epoch 2 Batch 869/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.667, Loss: 0.720 Epoch 2 Batch 870/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.667, Loss: 0.774 Epoch 2 Batch 871/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.662, Loss: 0.712 Epoch 2 Batch 872/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.659, Loss: 0.684 Epoch 2 Batch 873/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.658, Loss: 0.719 Epoch 2 Batch 874/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.657, Loss: 0.712 Epoch 2 Batch 875/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.657, Loss: 0.731 Epoch 2 Batch 876/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.657, Loss: 0.727 Epoch 2 Batch 877/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.658, Loss: 0.694 Epoch 2 Batch 878/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.666, Loss: 0.697 Epoch 2 Batch 879/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.669, Loss: 0.671 Epoch 2 Batch 880/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.663, Loss: 0.695 Epoch 2 Batch 881/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.658, Loss: 0.739 Epoch 2 Batch 882/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.663, Loss: 0.729 Epoch 2 Batch 883/1077 - Train Accuracy: 0.624, Validation Accuracy: 0.665, Loss: 0.801 Epoch 2 Batch 884/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.666, Loss: 0.694 Epoch 2 Batch 885/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.666, Loss: 0.611 Epoch 2 Batch 886/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.663, Loss: 0.717 Epoch 2 Batch 887/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.660, Loss: 0.733 Epoch 2 Batch 888/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.660, Loss: 0.696 Epoch 2 Batch 889/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.653, Loss: 0.696 Epoch 2 Batch 890/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.650, Loss: 0.659 Epoch 2 Batch 891/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.657, Loss: 0.714 Epoch 2 Batch 892/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.652, Loss: 0.686 Epoch 2 Batch 893/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.654, Loss: 0.691 Epoch 2 Batch 894/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.650, Loss: 0.664 Epoch 2 Batch 895/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.652, Loss: 0.699 Epoch 2 Batch 896/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.657, Loss: 0.740 Epoch 2 Batch 897/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.662, Loss: 0.659 Epoch 2 Batch 898/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.665, Loss: 0.687 Epoch 2 Batch 899/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.678, Loss: 0.726 Epoch 2 Batch 900/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.677, Loss: 0.715 Epoch 2 Batch 901/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.679, Loss: 0.716 Epoch 2 Batch 902/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.674, Loss: 0.696 Epoch 2 Batch 903/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.676, Loss: 0.676 Epoch 2 Batch 904/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.678, Loss: 0.715 Epoch 2 Batch 905/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.682, Loss: 0.672 Epoch 2 Batch 906/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.679, Loss: 0.688 Epoch 2 Batch 907/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.678, Loss: 0.698 Epoch 2 Batch 908/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.667, Loss: 0.737 Epoch 2 Batch 909/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.662, Loss: 0.702 Epoch 2 Batch 910/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.663, Loss: 0.696 Epoch 2 Batch 911/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.665, Loss: 0.643 Epoch 2 Batch 912/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.655, Loss: 0.711 Epoch 2 Batch 913/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.653, Loss: 0.738 Epoch 2 Batch 914/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.655, Loss: 0.608 Epoch 2 Batch 915/1077 - Train Accuracy: 0.629, Validation Accuracy: 0.670, Loss: 0.728 Epoch 2 Batch 916/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.673, Loss: 0.716 Epoch 2 Batch 917/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.678, Loss: 0.720 Epoch 2 Batch 918/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.675, Loss: 0.651 Epoch 2 Batch 919/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.676, Loss: 0.699 Epoch 2 Batch 920/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.685, Loss: 0.720 Epoch 2 Batch 921/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.685, Loss: 0.733 Epoch 2 Batch 922/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.680, Loss: 0.682 Epoch 2 Batch 923/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.677, Loss: 0.737 Epoch 2 Batch 924/1077 - Train Accuracy: 0.617, Validation Accuracy: 0.667, Loss: 0.739 Epoch 2 Batch 925/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.671, Loss: 0.679 Epoch 2 Batch 926/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.673, Loss: 0.728 Epoch 2 Batch 927/1077 - Train Accuracy: 0.618, Validation Accuracy: 0.659, Loss: 0.731 Epoch 2 Batch 928/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.659, Loss: 0.702 Epoch 2 Batch 929/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.653, Loss: 0.745 Epoch 2 Batch 930/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.659, Loss: 0.698 Epoch 2 Batch 931/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.658, Loss: 0.674 Epoch 2 Batch 932/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.672, Loss: 0.731 Epoch 2 Batch 933/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.665, Loss: 0.707 Epoch 2 Batch 934/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.669, Loss: 0.724 Epoch 2 Batch 935/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.666, Loss: 0.712 Epoch 2 Batch 936/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.669, Loss: 0.682 Epoch 2 Batch 937/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.666, Loss: 0.725 Epoch 2 Batch 938/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.662, Loss: 0.726 Epoch 2 Batch 939/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.663, Loss: 0.696 Epoch 2 Batch 940/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.659, Loss: 0.720 Epoch 2 Batch 941/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.659, Loss: 0.667 Epoch 2 Batch 942/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.654, Loss: 0.733 Epoch 2 Batch 943/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.650, Loss: 0.698 Epoch 2 Batch 944/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.652, Loss: 0.691 Epoch 2 Batch 945/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.653, Loss: 0.669 Epoch 2 Batch 946/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.653, Loss: 0.716 Epoch 2 Batch 947/1077 - Train Accuracy: 0.590, Validation Accuracy: 0.653, Loss: 0.766 Epoch 2 Batch 948/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.655, Loss: 0.683 Epoch 2 Batch 949/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.662, Loss: 0.640 Epoch 2 Batch 950/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.661, Loss: 0.667 Epoch 2 Batch 951/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.662, Loss: 0.690 Epoch 2 Batch 952/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.673, Loss: 0.687 Epoch 2 Batch 953/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.673, Loss: 0.698 Epoch 2 Batch 954/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.675, Loss: 0.732 Epoch 2 Batch 955/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.680, Loss: 0.721 Epoch 2 Batch 956/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.675, Loss: 0.700 Epoch 2 Batch 957/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.672, Loss: 0.653 Epoch 2 Batch 958/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.669, Loss: 0.691 Epoch 2 Batch 959/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.670, Loss: 0.686 Epoch 2 Batch 960/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.672, Loss: 0.673 Epoch 2 Batch 961/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.673, Loss: 0.726 Epoch 2 Batch 962/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.668, Loss: 0.663 Epoch 2 Batch 963/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.668, Loss: 0.783 Epoch 2 Batch 964/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.671, Loss: 0.666 Epoch 2 Batch 965/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.673, Loss: 0.734 Epoch 2 Batch 966/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.679, Loss: 0.622 Epoch 2 Batch 967/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.672, Loss: 0.678 Epoch 2 Batch 968/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.676, Loss: 0.733 Epoch 2 Batch 969/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.676, Loss: 0.678 Epoch 2 Batch 970/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.671, Loss: 0.739 Epoch 2 Batch 971/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.670, Loss: 0.683 Epoch 2 Batch 972/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.666, Loss: 0.690 Epoch 2 Batch 973/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.666, Loss: 0.650 Epoch 2 Batch 974/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.665, Loss: 0.689 Epoch 2 Batch 975/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.669, Loss: 0.643 Epoch 2 Batch 976/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.666, Loss: 0.690 Epoch 2 Batch 977/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.656, Loss: 0.662 Epoch 2 Batch 978/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.652, Loss: 0.686 Epoch 2 Batch 979/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.661, Loss: 0.736 Epoch 2 Batch 980/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.662, Loss: 0.701 Epoch 2 Batch 981/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.664, Loss: 0.702 Epoch 2 Batch 982/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.667, Loss: 0.666 Epoch 2 Batch 983/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.669, Loss: 0.737 Epoch 2 Batch 984/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.661, Loss: 0.732 Epoch 2 Batch 985/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.665, Loss: 0.677 Epoch 2 Batch 986/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.666, Loss: 0.725 Epoch 2 Batch 987/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.664, Loss: 0.671 Epoch 2 Batch 988/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.665, Loss: 0.713 Epoch 2 Batch 989/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.665, Loss: 0.720 Epoch 2 Batch 990/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.662, Loss: 0.740 Epoch 2 Batch 991/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.662, Loss: 0.694 Epoch 2 Batch 992/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.659, Loss: 0.704 Epoch 2 Batch 993/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.664, Loss: 0.660 Epoch 2 Batch 994/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.672, Loss: 0.698 Epoch 2 Batch 995/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.675, Loss: 0.670 Epoch 2 Batch 996/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.672, Loss: 0.722 Epoch 2 Batch 997/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.666, Loss: 0.733 Epoch 2 Batch 998/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.670, Loss: 0.669 Epoch 2 Batch 999/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.674, Loss: 0.707 Epoch 2 Batch 1000/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.673, Loss: 0.658 Epoch 2 Batch 1001/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.663, Loss: 0.656 Epoch 2 Batch 1002/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.661, Loss: 0.680 Epoch 2 Batch 1003/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.667, Loss: 0.697 Epoch 2 Batch 1004/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.670, Loss: 0.694 Epoch 2 Batch 1005/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.670, Loss: 0.710 Epoch 2 Batch 1006/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.673, Loss: 0.655 Epoch 2 Batch 1007/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.668, Loss: 0.655 Epoch 2 Batch 1008/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.670, Loss: 0.712 Epoch 2 Batch 1009/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.666, Loss: 0.661 Epoch 2 Batch 1010/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.668, Loss: 0.703 Epoch 2 Batch 1011/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.673, Loss: 0.712 Epoch 2 Batch 1012/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.672, Loss: 0.664 Epoch 2 Batch 1013/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.670, Loss: 0.661 Epoch 2 Batch 1014/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.666, Loss: 0.731 Epoch 2 Batch 1015/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.662, Loss: 0.720 Epoch 2 Batch 1016/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.665, Loss: 0.726 Epoch 2 Batch 1017/1077 - Train Accuracy: 0.608, Validation Accuracy: 0.667, Loss: 0.715 Epoch 2 Batch 1018/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.673, Loss: 0.675 Epoch 2 Batch 1019/1077 - Train Accuracy: 0.592, Validation Accuracy: 0.673, Loss: 0.736 Epoch 2 Batch 1020/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.673, Loss: 0.674 Epoch 2 Batch 1021/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.676, Loss: 0.675 Epoch 2 Batch 1022/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.672, Loss: 0.662 Epoch 2 Batch 1023/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.678, Loss: 0.640 Epoch 2 Batch 1024/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.679, Loss: 0.720 Epoch 2 Batch 1025/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.679, Loss: 0.679 Epoch 2 Batch 1026/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.684, Loss: 0.634 Epoch 2 Batch 1027/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.675, Loss: 0.718 Epoch 2 Batch 1028/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.670, Loss: 0.696 Epoch 2 Batch 1029/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.672, Loss: 0.688 Epoch 2 Batch 1030/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.669, Loss: 0.699 Epoch 2 Batch 1031/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.675, Loss: 0.722 Epoch 2 Batch 1032/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.675, Loss: 0.672 Epoch 2 Batch 1033/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.676, Loss: 0.669 Epoch 2 Batch 1034/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.673, Loss: 0.724 Epoch 2 Batch 1035/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.670, Loss: 0.669 Epoch 2 Batch 1036/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.674, Loss: 0.674 Epoch 2 Batch 1037/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.674, Loss: 0.710 Epoch 2 Batch 1038/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.672, Loss: 0.687 Epoch 2 Batch 1039/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.673, Loss: 0.663 Epoch 2 Batch 1040/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.665, Loss: 0.723 Epoch 2 Batch 1041/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.665, Loss: 0.705 Epoch 2 Batch 1042/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.670, Loss: 0.710 Epoch 2 Batch 1043/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.679, Loss: 0.733 Epoch 2 Batch 1044/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.678, Loss: 0.691 Epoch 2 Batch 1045/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.680, Loss: 0.712 Epoch 2 Batch 1046/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.680, Loss: 0.665 Epoch 2 Batch 1047/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.681, Loss: 0.686 Epoch 2 Batch 1048/1077 - Train Accuracy: 0.615, Validation Accuracy: 0.674, Loss: 0.697 Epoch 2 Batch 1049/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.677, Loss: 0.718 Epoch 2 Batch 1050/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.675, Loss: 0.715 Epoch 2 Batch 1051/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.678, Loss: 0.668 Epoch 2 Batch 1052/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.682, Loss: 0.661 Epoch 2 Batch 1053/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.681, Loss: 0.669 Epoch 2 Batch 1054/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.676, Loss: 0.715 Epoch 2 Batch 1055/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.669, Loss: 0.680 Epoch 2 Batch 1056/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.669, Loss: 0.674 Epoch 2 Batch 1057/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.674, Loss: 0.734 Epoch 2 Batch 1058/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.675, Loss: 0.735 Epoch 2 Batch 1059/1077 - Train Accuracy: 0.619, Validation Accuracy: 0.675, Loss: 0.743 Epoch 2 Batch 1060/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.676, Loss: 0.678 Epoch 2 Batch 1061/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.672, Loss: 0.702 Epoch 2 Batch 1062/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.670, Loss: 0.711 Epoch 2 Batch 1063/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.672, Loss: 0.689 Epoch 2 Batch 1064/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.686, Loss: 0.701 Epoch 2 Batch 1065/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.687, Loss: 0.678 Epoch 2 Batch 1066/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.678, Loss: 0.681 Epoch 2 Batch 1067/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.692, Loss: 0.696 Epoch 2 Batch 1068/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.678, Loss: 0.658 Epoch 2 Batch 1069/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.678, Loss: 0.643 Epoch 2 Batch 1070/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.686, Loss: 0.720 Epoch 2 Batch 1071/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.690, Loss: 0.684 Epoch 2 Batch 1072/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.682, Loss: 0.668 Epoch 2 Batch 1073/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.679, Loss: 0.715 Epoch 2 Batch 1074/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.679, Loss: 0.700 Epoch 2 Batch 1075/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.679, Loss: 0.737 Epoch 3 Batch 0/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.674, Loss: 0.655 Epoch 3 Batch 1/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.681, Loss: 0.686 Epoch 3 Batch 2/1077 - Train Accuracy: 0.604, Validation Accuracy: 0.676, Loss: 0.730 Epoch 3 Batch 3/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.675, Loss: 0.693 Epoch 3 Batch 4/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.674, Loss: 0.710 Epoch 3 Batch 5/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.674, Loss: 0.712 Epoch 3 Batch 6/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.675, Loss: 0.712 Epoch 3 Batch 7/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.683, Loss: 0.691 Epoch 3 Batch 8/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.669, Loss: 0.686 Epoch 3 Batch 9/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.669, Loss: 0.697 Epoch 3 Batch 10/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.672, Loss: 0.718 Epoch 3 Batch 11/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.670, Loss: 0.696 Epoch 3 Batch 12/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.670, Loss: 0.755 Epoch 3 Batch 13/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.674, Loss: 0.669 Epoch 3 Batch 14/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.667, Loss: 0.639 Epoch 3 Batch 15/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.675, Loss: 0.673 Epoch 3 Batch 16/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.675, Loss: 0.684 Epoch 3 Batch 17/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.676, Loss: 0.678 Epoch 3 Batch 18/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.686, Loss: 0.690 Epoch 3 Batch 19/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.689, Loss: 0.685 Epoch 3 Batch 20/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.683, Loss: 0.663 Epoch 3 Batch 21/1077 - Train Accuracy: 0.614, Validation Accuracy: 0.688, Loss: 0.729 Epoch 3 Batch 22/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.685, Loss: 0.699 Epoch 3 Batch 23/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.677, Loss: 0.700 Epoch 3 Batch 24/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.680, Loss: 0.683 Epoch 3 Batch 25/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.683, Loss: 0.657 Epoch 3 Batch 26/1077 - Train Accuracy: 0.622, Validation Accuracy: 0.679, Loss: 0.719 Epoch 3 Batch 27/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.672, Loss: 0.629 Epoch 3 Batch 28/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.668, Loss: 0.652 Epoch 3 Batch 29/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.673, Loss: 0.675 Epoch 3 Batch 30/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.669, Loss: 0.680 Epoch 3 Batch 31/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.667, Loss: 0.685 Epoch 3 Batch 32/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.669, Loss: 0.651 Epoch 3 Batch 33/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.667, Loss: 0.634 Epoch 3 Batch 34/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.670, Loss: 0.677 Epoch 3 Batch 35/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.663, Loss: 0.675 Epoch 3 Batch 36/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.660, Loss: 0.682 Epoch 3 Batch 37/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.668, Loss: 0.698 Epoch 3 Batch 38/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.668, Loss: 0.724 Epoch 3 Batch 39/1077 - Train Accuracy: 0.646, Validation Accuracy: 0.673, Loss: 0.732 Epoch 3 Batch 40/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.668, Loss: 0.671 Epoch 3 Batch 41/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.666, Loss: 0.688 Epoch 3 Batch 42/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.672, Loss: 0.700 Epoch 3 Batch 43/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.669, Loss: 0.691 Epoch 3 Batch 44/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.667, Loss: 0.725 Epoch 3 Batch 45/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.668, Loss: 0.695 Epoch 3 Batch 46/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.676, Loss: 0.734 Epoch 3 Batch 47/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.670, Loss: 0.689 Epoch 3 Batch 48/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.669, Loss: 0.706 Epoch 3 Batch 49/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.669, Loss: 0.685 Epoch 3 Batch 50/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.673, Loss: 0.708 Epoch 3 Batch 51/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.673, Loss: 0.643 Epoch 3 Batch 52/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.663, Loss: 0.691 Epoch 3 Batch 53/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.662, Loss: 0.719 Epoch 3 Batch 54/1077 - Train Accuracy: 0.628, Validation Accuracy: 0.664, Loss: 0.745 Epoch 3 Batch 55/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.665, Loss: 0.665 Epoch 3 Batch 56/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.661, Loss: 0.660 Epoch 3 Batch 57/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.661, Loss: 0.650 Epoch 3 Batch 58/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.668, Loss: 0.673 Epoch 3 Batch 59/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.669, Loss: 0.714 Epoch 3 Batch 60/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.665, Loss: 0.646 Epoch 3 Batch 61/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.668, Loss: 0.695 Epoch 3 Batch 62/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.671, Loss: 0.714 Epoch 3 Batch 63/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.666, Loss: 0.642 Epoch 3 Batch 64/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.666, Loss: 0.675 Epoch 3 Batch 65/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.673, Loss: 0.704 Epoch 3 Batch 66/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.676, Loss: 0.669 Epoch 3 Batch 67/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.674, Loss: 0.659 Epoch 3 Batch 68/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.676, Loss: 0.704 Epoch 3 Batch 69/1077 - Train Accuracy: 0.635, Validation Accuracy: 0.675, Loss: 0.706 Epoch 3 Batch 70/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.679, Loss: 0.727 Epoch 3 Batch 71/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.676, Loss: 0.681 Epoch 3 Batch 72/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.676, Loss: 0.682 Epoch 3 Batch 73/1077 - Train Accuracy: 0.621, Validation Accuracy: 0.673, Loss: 0.695 Epoch 3 Batch 74/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.670, Loss: 0.626 Epoch 3 Batch 75/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.673, Loss: 0.673 Epoch 3 Batch 76/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.674, Loss: 0.676 Epoch 3 Batch 77/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.674, Loss: 0.699 Epoch 3 Batch 78/1077 - Train Accuracy: 0.595, Validation Accuracy: 0.680, Loss: 0.727 Epoch 3 Batch 79/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.684, Loss: 0.691 Epoch 3 Batch 80/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.678, Loss: 0.681 Epoch 3 Batch 81/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.673, Loss: 0.680 Epoch 3 Batch 82/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.675, Loss: 0.604 Epoch 3 Batch 83/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.675, Loss: 0.737 Epoch 3 Batch 84/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.678, Loss: 0.668 Epoch 3 Batch 85/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.679, Loss: 0.647 Epoch 3 Batch 86/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.680, Loss: 0.680 Epoch 3 Batch 87/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.675, Loss: 0.696 Epoch 3 Batch 88/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.669, Loss: 0.674 Epoch 3 Batch 89/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.669, Loss: 0.676 Epoch 3 Batch 90/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.670, Loss: 0.714 Epoch 3 Batch 91/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.675, Loss: 0.618 Epoch 3 Batch 92/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.679, Loss: 0.681 Epoch 3 Batch 93/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.677, Loss: 0.677 Epoch 3 Batch 94/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.679, Loss: 0.630 Epoch 3 Batch 95/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.674, Loss: 0.697 Epoch 3 Batch 96/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.695, Loss: 0.654 Epoch 3 Batch 97/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.686, Loss: 0.653 Epoch 3 Batch 98/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.683, Loss: 0.658 Epoch 3 Batch 99/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.687, Loss: 0.696 Epoch 3 Batch 100/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.686, Loss: 0.687 Epoch 3 Batch 101/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.675, Loss: 0.682 Epoch 3 Batch 102/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.675, Loss: 0.652 Epoch 3 Batch 103/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.681, Loss: 0.755 Epoch 3 Batch 104/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.665, Loss: 0.711 Epoch 3 Batch 105/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.664, Loss: 0.664 Epoch 3 Batch 106/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.665, Loss: 0.770 Epoch 3 Batch 107/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.670, Loss: 0.667 Epoch 3 Batch 108/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.676, Loss: 0.620 Epoch 3 Batch 109/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.676, Loss: 0.676 Epoch 3 Batch 110/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.681, Loss: 0.641 Epoch 3 Batch 111/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.681, Loss: 0.688 Epoch 3 Batch 112/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.683, Loss: 0.671 Epoch 3 Batch 113/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.683, Loss: 0.704 Epoch 3 Batch 114/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.680, Loss: 0.640 Epoch 3 Batch 115/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.683, Loss: 0.700 Epoch 3 Batch 116/1077 - Train Accuracy: 0.611, Validation Accuracy: 0.682, Loss: 0.713 Epoch 3 Batch 117/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.684, Loss: 0.716 Epoch 3 Batch 118/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.686, Loss: 0.717 Epoch 3 Batch 119/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.686, Loss: 0.667 Epoch 3 Batch 120/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.687, Loss: 0.701 Epoch 3 Batch 121/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.685, Loss: 0.656 Epoch 3 Batch 122/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.684, Loss: 0.667 Epoch 3 Batch 123/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.682, Loss: 0.632 Epoch 3 Batch 124/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.686, Loss: 0.694 Epoch 3 Batch 125/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.686, Loss: 0.675 Epoch 3 Batch 126/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.688, Loss: 0.646 Epoch 3 Batch 127/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.686, Loss: 0.672 Epoch 3 Batch 128/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.683, Loss: 0.654 Epoch 3 Batch 129/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.689, Loss: 0.683 Epoch 3 Batch 130/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.690, Loss: 0.640 Epoch 3 Batch 131/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.692, Loss: 0.686 Epoch 3 Batch 132/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.684, Loss: 0.688 Epoch 3 Batch 133/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.687, Loss: 0.693 Epoch 3 Batch 134/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.685, Loss: 0.649 Epoch 3 Batch 135/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.686, Loss: 0.704 Epoch 3 Batch 136/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.689, Loss: 0.670 Epoch 3 Batch 137/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.690, Loss: 0.612 Epoch 3 Batch 138/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.693, Loss: 0.661 Epoch 3 Batch 139/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.683, Loss: 0.674 Epoch 3 Batch 140/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.686, Loss: 0.707 Epoch 3 Batch 141/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.692, Loss: 0.691 Epoch 3 Batch 142/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.694, Loss: 0.631 Epoch 3 Batch 143/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.688, Loss: 0.680 Epoch 3 Batch 144/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.684, Loss: 0.729 Epoch 3 Batch 145/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.684, Loss: 0.673 Epoch 3 Batch 146/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.684, Loss: 0.679 Epoch 3 Batch 147/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.676, Loss: 0.706 Epoch 3 Batch 148/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.672, Loss: 0.686 Epoch 3 Batch 149/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.678, Loss: 0.677 Epoch 3 Batch 150/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.681, Loss: 0.645 Epoch 3 Batch 151/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.682, Loss: 0.627 Epoch 3 Batch 152/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.677, Loss: 0.674 Epoch 3 Batch 153/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.675, Loss: 0.724 Epoch 3 Batch 154/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.681, Loss: 0.711 Epoch 3 Batch 155/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.682, Loss: 0.695 Epoch 3 Batch 156/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.682, Loss: 0.674 Epoch 3 Batch 157/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.679, Loss: 0.655 Epoch 3 Batch 158/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.673, Loss: 0.666 Epoch 3 Batch 159/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.680, Loss: 0.626 Epoch 3 Batch 160/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.680, Loss: 0.653 Epoch 3 Batch 161/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.676, Loss: 0.679 Epoch 3 Batch 162/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.680, Loss: 0.723 Epoch 3 Batch 163/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.676, Loss: 0.702 Epoch 3 Batch 164/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.679, Loss: 0.683 Epoch 3 Batch 165/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.683, Loss: 0.673 Epoch 3 Batch 166/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.681, Loss: 0.690 Epoch 3 Batch 167/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.692, Loss: 0.704 Epoch 3 Batch 168/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.685, Loss: 0.708 Epoch 3 Batch 169/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.688, Loss: 0.658 Epoch 3 Batch 170/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.694, Loss: 0.721 Epoch 3 Batch 171/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.687, Loss: 0.621 Epoch 3 Batch 172/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.689, Loss: 0.628 Epoch 3 Batch 173/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.686, Loss: 0.732 Epoch 3 Batch 174/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.688, Loss: 0.656 Epoch 3 Batch 175/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.686, Loss: 0.647 Epoch 3 Batch 176/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.689, Loss: 0.671 Epoch 3 Batch 177/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.692, Loss: 0.701 Epoch 3 Batch 178/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.686, Loss: 0.671 Epoch 3 Batch 179/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.681, Loss: 0.701 Epoch 3 Batch 180/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.687, Loss: 0.666 Epoch 3 Batch 181/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.685, Loss: 0.701 Epoch 3 Batch 182/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.682, Loss: 0.664 Epoch 3 Batch 183/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.674, Loss: 0.702 Epoch 3 Batch 184/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.671, Loss: 0.661 Epoch 3 Batch 185/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.669, Loss: 0.688 Epoch 3 Batch 186/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.669, Loss: 0.693 Epoch 3 Batch 187/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.672, Loss: 0.682 Epoch 3 Batch 188/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.674, Loss: 0.664 Epoch 3 Batch 189/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.676, Loss: 0.678 Epoch 3 Batch 190/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.681, Loss: 0.656 Epoch 3 Batch 191/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.685, Loss: 0.631 Epoch 3 Batch 192/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.680, Loss: 0.698 Epoch 3 Batch 193/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.685, Loss: 0.673 Epoch 3 Batch 194/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.681, Loss: 0.627 Epoch 3 Batch 195/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.682, Loss: 0.670 Epoch 3 Batch 196/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.682, Loss: 0.665 Epoch 3 Batch 197/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.681, Loss: 0.668 Epoch 3 Batch 198/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.676, Loss: 0.622 Epoch 3 Batch 199/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.680, Loss: 0.646 Epoch 3 Batch 200/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.681, Loss: 0.682 Epoch 3 Batch 201/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.669, Loss: 0.634 Epoch 3 Batch 202/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.670, Loss: 0.662 Epoch 3 Batch 203/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.669, Loss: 0.666 Epoch 3 Batch 204/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.668, Loss: 0.697 Epoch 3 Batch 205/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.664, Loss: 0.679 Epoch 3 Batch 206/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.667, Loss: 0.667 Epoch 3 Batch 207/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.668, Loss: 0.677 Epoch 3 Batch 208/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.675, Loss: 0.653 Epoch 3 Batch 209/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.675, Loss: 0.613 Epoch 3 Batch 210/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.679, Loss: 0.673 Epoch 3 Batch 211/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.686, Loss: 0.676 Epoch 3 Batch 212/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.675, Loss: 0.623 Epoch 3 Batch 213/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.670, Loss: 0.627 Epoch 3 Batch 214/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.675, Loss: 0.657 Epoch 3 Batch 215/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.674, Loss: 0.686 Epoch 3 Batch 216/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.673, Loss: 0.669 Epoch 3 Batch 217/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.670, Loss: 0.659 Epoch 3 Batch 218/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.670, Loss: 0.709 Epoch 3 Batch 219/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.672, Loss: 0.648 Epoch 3 Batch 220/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.683, Loss: 0.679 Epoch 3 Batch 221/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.685, Loss: 0.685 Epoch 3 Batch 222/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.689, Loss: 0.695 Epoch 3 Batch 223/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.688, Loss: 0.627 Epoch 3 Batch 224/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.690, Loss: 0.680 Epoch 3 Batch 225/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.685, Loss: 0.673 Epoch 3 Batch 226/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.683, Loss: 0.682 Epoch 3 Batch 227/1077 - Train Accuracy: 0.627, Validation Accuracy: 0.680, Loss: 0.710 Epoch 3 Batch 228/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.678, Loss: 0.642 Epoch 3 Batch 229/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.675, Loss: 0.673 Epoch 3 Batch 230/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.680, Loss: 0.630 Epoch 3 Batch 231/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.685, Loss: 0.684 Epoch 3 Batch 232/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.687, Loss: 0.706 Epoch 3 Batch 233/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.683, Loss: 0.711 Epoch 3 Batch 234/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.686, Loss: 0.673 Epoch 3 Batch 235/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.685, Loss: 0.599 Epoch 3 Batch 236/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.685, Loss: 0.704 Epoch 3 Batch 237/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.690, Loss: 0.643 Epoch 3 Batch 238/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.689, Loss: 0.665 Epoch 3 Batch 239/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.685, Loss: 0.603 Epoch 3 Batch 240/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.671, Loss: 0.643 Epoch 3 Batch 241/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.671, Loss: 0.631 Epoch 3 Batch 242/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.672, Loss: 0.673 Epoch 3 Batch 243/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.672, Loss: 0.673 Epoch 3 Batch 244/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.673, Loss: 0.637 Epoch 3 Batch 245/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.690, Loss: 0.621 Epoch 3 Batch 246/1077 - Train Accuracy: 0.639, Validation Accuracy: 0.692, Loss: 0.695 Epoch 3 Batch 247/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.694, Loss: 0.632 Epoch 3 Batch 248/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.692, Loss: 0.631 Epoch 3 Batch 249/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.690, Loss: 0.665 Epoch 3 Batch 250/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.684, Loss: 0.625 Epoch 3 Batch 251/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.690, Loss: 0.651 Epoch 3 Batch 252/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.693, Loss: 0.646 Epoch 3 Batch 253/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.691, Loss: 0.636 Epoch 3 Batch 254/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.687, Loss: 0.694 Epoch 3 Batch 255/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.685, Loss: 0.677 Epoch 3 Batch 256/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.687, Loss: 0.713 Epoch 3 Batch 257/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.689, Loss: 0.645 Epoch 3 Batch 258/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.688, Loss: 0.639 Epoch 3 Batch 259/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.688, Loss: 0.671 Epoch 3 Batch 260/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.690, Loss: 0.620 Epoch 3 Batch 261/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.684, Loss: 0.666 Epoch 3 Batch 262/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.681, Loss: 0.654 Epoch 3 Batch 263/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.686, Loss: 0.654 Epoch 3 Batch 264/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.678, Loss: 0.690 Epoch 3 Batch 265/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.678, Loss: 0.679 Epoch 3 Batch 266/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.673, Loss: 0.646 Epoch 3 Batch 267/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.675, Loss: 0.624 Epoch 3 Batch 268/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.676, Loss: 0.677 Epoch 3 Batch 269/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.671, Loss: 0.726 Epoch 3 Batch 270/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.669, Loss: 0.706 Epoch 3 Batch 271/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.669, Loss: 0.652 Epoch 3 Batch 272/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.668, Loss: 0.685 Epoch 3 Batch 273/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.677, Loss: 0.649 Epoch 3 Batch 274/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.683, Loss: 0.647 Epoch 3 Batch 275/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.681, Loss: 0.640 Epoch 3 Batch 276/1077 - Train Accuracy: 0.620, Validation Accuracy: 0.677, Loss: 0.692 Epoch 3 Batch 277/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.675, Loss: 0.618 Epoch 3 Batch 278/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.674, Loss: 0.695 Epoch 3 Batch 279/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.679, Loss: 0.728 Epoch 3 Batch 280/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.683, Loss: 0.686 Epoch 3 Batch 281/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.681, Loss: 0.680 Epoch 3 Batch 282/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.680, Loss: 0.697 Epoch 3 Batch 283/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.675, Loss: 0.686 Epoch 3 Batch 284/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.681, Loss: 0.713 Epoch 3 Batch 285/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.682, Loss: 0.637 Epoch 3 Batch 286/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.679, Loss: 0.631 Epoch 3 Batch 287/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.669, Loss: 0.648 Epoch 3 Batch 288/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.674, Loss: 0.686 Epoch 3 Batch 289/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.671, Loss: 0.651 Epoch 3 Batch 290/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.674, Loss: 0.677 Epoch 3 Batch 291/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.670, Loss: 0.670 Epoch 3 Batch 292/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.669, Loss: 0.655 Epoch 3 Batch 293/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.662, Loss: 0.706 Epoch 3 Batch 294/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.668, Loss: 0.618 Epoch 3 Batch 295/1077 - Train Accuracy: 0.640, Validation Accuracy: 0.667, Loss: 0.724 Epoch 3 Batch 296/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.672, Loss: 0.632 Epoch 3 Batch 297/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.679, Loss: 0.716 Epoch 3 Batch 298/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.689, Loss: 0.711 Epoch 3 Batch 299/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.684, Loss: 0.655 Epoch 3 Batch 300/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.680, Loss: 0.698 Epoch 3 Batch 301/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.685, Loss: 0.667 Epoch 3 Batch 302/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.683, Loss: 0.674 Epoch 3 Batch 303/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.680, Loss: 0.687 Epoch 3 Batch 304/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.673, Loss: 0.626 Epoch 3 Batch 305/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.685, Loss: 0.653 Epoch 3 Batch 306/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.691, Loss: 0.636 Epoch 3 Batch 307/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.684, Loss: 0.667 Epoch 3 Batch 308/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.680, Loss: 0.724 Epoch 3 Batch 309/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.673, Loss: 0.626 Epoch 3 Batch 310/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.670, Loss: 0.664 Epoch 3 Batch 311/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.671, Loss: 0.609 Epoch 3 Batch 312/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.675, Loss: 0.691 Epoch 3 Batch 313/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.673, Loss: 0.657 Epoch 3 Batch 314/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.683, Loss: 0.664 Epoch 3 Batch 315/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.681, Loss: 0.617 Epoch 3 Batch 316/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.677, Loss: 0.621 Epoch 3 Batch 317/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.680, Loss: 0.702 Epoch 3 Batch 318/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.680, Loss: 0.667 Epoch 3 Batch 319/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.681, Loss: 0.653 Epoch 3 Batch 320/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.680, Loss: 0.672 Epoch 3 Batch 321/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.679, Loss: 0.641 Epoch 3 Batch 322/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.671, Loss: 0.620 Epoch 3 Batch 323/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.667, Loss: 0.643 Epoch 3 Batch 324/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.672, Loss: 0.660 Epoch 3 Batch 325/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.665, Loss: 0.613 Epoch 3 Batch 326/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.669, Loss: 0.649 Epoch 3 Batch 327/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.668, Loss: 0.684 Epoch 3 Batch 328/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.668, Loss: 0.653 Epoch 3 Batch 329/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.669, Loss: 0.687 Epoch 3 Batch 330/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.669, Loss: 0.661 Epoch 3 Batch 331/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.667, Loss: 0.688 Epoch 3 Batch 332/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.668, Loss: 0.615 Epoch 3 Batch 333/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.685, Loss: 0.672 Epoch 3 Batch 334/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.690, Loss: 0.646 Epoch 3 Batch 335/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.690, Loss: 0.611 Epoch 3 Batch 336/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.686, Loss: 0.676 Epoch 3 Batch 337/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.684, Loss: 0.661 Epoch 3 Batch 338/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.678, Loss: 0.693 Epoch 3 Batch 339/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.675, Loss: 0.628 Epoch 3 Batch 340/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.681, Loss: 0.669 Epoch 3 Batch 341/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.685, Loss: 0.692 Epoch 3 Batch 342/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.681, Loss: 0.628 Epoch 3 Batch 343/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.679, Loss: 0.663 Epoch 3 Batch 344/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.674, Loss: 0.656 Epoch 3 Batch 345/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.682, Loss: 0.642 Epoch 3 Batch 346/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.682, Loss: 0.667 Epoch 3 Batch 347/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.683, Loss: 0.614 Epoch 3 Batch 348/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.682, Loss: 0.625 Epoch 3 Batch 349/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.690, Loss: 0.671 Epoch 3 Batch 350/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.692, Loss: 0.702 Epoch 3 Batch 351/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.690, Loss: 0.703 Epoch 3 Batch 352/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.686, Loss: 0.679 Epoch 3 Batch 353/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.688, Loss: 0.707 Epoch 3 Batch 354/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.678, Loss: 0.694 Epoch 3 Batch 355/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.686, Loss: 0.665 Epoch 3 Batch 356/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.684, Loss: 0.673 Epoch 3 Batch 357/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.676, Loss: 0.630 Epoch 3 Batch 358/1077 - Train Accuracy: 0.623, Validation Accuracy: 0.671, Loss: 0.697 Epoch 3 Batch 359/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.672, Loss: 0.662 Epoch 3 Batch 360/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.670, Loss: 0.647 Epoch 3 Batch 361/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.671, Loss: 0.694 Epoch 3 Batch 362/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.668, Loss: 0.646 Epoch 3 Batch 363/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.672, Loss: 0.678 Epoch 3 Batch 364/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.669, Loss: 0.673 Epoch 3 Batch 365/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.669, Loss: 0.644 Epoch 3 Batch 366/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.673, Loss: 0.655 Epoch 3 Batch 367/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.675, Loss: 0.601 Epoch 3 Batch 368/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.675, Loss: 0.663 Epoch 3 Batch 369/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.675, Loss: 0.642 Epoch 3 Batch 370/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.672, Loss: 0.627 Epoch 3 Batch 371/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.679, Loss: 0.658 Epoch 3 Batch 372/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.685, Loss: 0.622 Epoch 3 Batch 373/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.676, Loss: 0.607 Epoch 3 Batch 374/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.674, Loss: 0.700 Epoch 3 Batch 375/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.675, Loss: 0.617 Epoch 3 Batch 376/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.673, Loss: 0.613 Epoch 3 Batch 377/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.674, Loss: 0.677 Epoch 3 Batch 378/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.673, Loss: 0.641 Epoch 3 Batch 379/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.676, Loss: 0.677 Epoch 3 Batch 380/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.681, Loss: 0.652 Epoch 3 Batch 381/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.681, Loss: 0.659 Epoch 3 Batch 382/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.679, Loss: 0.698 Epoch 3 Batch 383/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.671, Loss: 0.638 Epoch 3 Batch 384/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.685, Loss: 0.643 Epoch 3 Batch 385/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.680, Loss: 0.653 Epoch 3 Batch 386/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.680, Loss: 0.648 Epoch 3 Batch 387/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.677, Loss: 0.652 Epoch 3 Batch 388/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.678, Loss: 0.655 Epoch 3 Batch 389/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.684, Loss: 0.638 Epoch 3 Batch 390/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.685, Loss: 0.676 Epoch 3 Batch 391/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.686, Loss: 0.650 Epoch 3 Batch 392/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.690, Loss: 0.654 Epoch 3 Batch 393/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.687, Loss: 0.614 Epoch 3 Batch 394/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.680, Loss: 0.682 Epoch 3 Batch 395/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.684, Loss: 0.615 Epoch 3 Batch 396/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.687, Loss: 0.672 Epoch 3 Batch 397/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.686, Loss: 0.639 Epoch 3 Batch 398/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.685, Loss: 0.687 Epoch 3 Batch 399/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.680, Loss: 0.696 Epoch 3 Batch 400/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.678, Loss: 0.674 Epoch 3 Batch 401/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.679, Loss: 0.655 Epoch 3 Batch 402/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.685, Loss: 0.635 Epoch 3 Batch 403/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.695, Loss: 0.682 Epoch 3 Batch 404/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.684, Loss: 0.616 Epoch 3 Batch 405/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.686, Loss: 0.683 Epoch 3 Batch 406/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.687, Loss: 0.660 Epoch 3 Batch 407/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.688, Loss: 0.694 Epoch 3 Batch 408/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.688, Loss: 0.665 Epoch 3 Batch 409/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.687, Loss: 0.666 Epoch 3 Batch 410/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.686, Loss: 0.677 Epoch 3 Batch 411/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.689, Loss: 0.647 Epoch 3 Batch 412/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.678, Loss: 0.658 Epoch 3 Batch 413/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.676, Loss: 0.646 Epoch 3 Batch 414/1077 - Train Accuracy: 0.630, Validation Accuracy: 0.676, Loss: 0.681 Epoch 3 Batch 415/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.677, Loss: 0.642 Epoch 3 Batch 416/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.675, Loss: 0.655 Epoch 3 Batch 417/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.676, Loss: 0.677 Epoch 3 Batch 418/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.675, Loss: 0.629 Epoch 3 Batch 419/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.681, Loss: 0.679 Epoch 3 Batch 420/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.681, Loss: 0.651 Epoch 3 Batch 421/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.687, Loss: 0.667 Epoch 3 Batch 422/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.695, Loss: 0.629 Epoch 3 Batch 423/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.698, Loss: 0.676 Epoch 3 Batch 424/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.695, Loss: 0.686 Epoch 3 Batch 425/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.682, Loss: 0.622 Epoch 3 Batch 426/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.679, Loss: 0.661 Epoch 3 Batch 427/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.683, Loss: 0.641 Epoch 3 Batch 428/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.685, Loss: 0.622 Epoch 3 Batch 429/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.681, Loss: 0.626 Epoch 3 Batch 430/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.672, Loss: 0.655 Epoch 3 Batch 431/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.667, Loss: 0.659 Epoch 3 Batch 432/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.668, Loss: 0.676 Epoch 3 Batch 433/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.664, Loss: 0.668 Epoch 3 Batch 434/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.668, Loss: 0.682 Epoch 3 Batch 435/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.669, Loss: 0.688 Epoch 3 Batch 436/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.671, Loss: 0.635 Epoch 3 Batch 437/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.671, Loss: 0.651 Epoch 3 Batch 438/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.672, Loss: 0.640 Epoch 3 Batch 439/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.671, Loss: 0.673 Epoch 3 Batch 440/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.673, Loss: 0.667 Epoch 3 Batch 441/1077 - Train Accuracy: 0.631, Validation Accuracy: 0.681, Loss: 0.648 Epoch 3 Batch 442/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.684, Loss: 0.636 Epoch 3 Batch 443/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.679, Loss: 0.642 Epoch 3 Batch 444/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.680, Loss: 0.668 Epoch 3 Batch 445/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.678, Loss: 0.702 Epoch 3 Batch 446/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.679, Loss: 0.595 Epoch 3 Batch 447/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.682, Loss: 0.671 Epoch 3 Batch 448/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.689, Loss: 0.681 Epoch 3 Batch 449/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.686, Loss: 0.678 Epoch 3 Batch 450/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.676, Loss: 0.646 Epoch 3 Batch 451/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.676, Loss: 0.631 Epoch 3 Batch 452/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.679, Loss: 0.669 Epoch 3 Batch 453/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.678, Loss: 0.639 Epoch 3 Batch 454/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.684, Loss: 0.654 Epoch 3 Batch 455/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.682, Loss: 0.632 Epoch 3 Batch 456/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.689, Loss: 0.646 Epoch 3 Batch 457/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.682, Loss: 0.614 Epoch 3 Batch 458/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.683, Loss: 0.662 Epoch 3 Batch 459/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.686, Loss: 0.630 Epoch 3 Batch 460/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.686, Loss: 0.673 Epoch 3 Batch 461/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.687, Loss: 0.652 Epoch 3 Batch 462/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.691, Loss: 0.636 Epoch 3 Batch 463/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.685, Loss: 0.662 Epoch 3 Batch 464/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.680, Loss: 0.640 Epoch 3 Batch 465/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.680, Loss: 0.721 Epoch 3 Batch 466/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.686, Loss: 0.618 Epoch 3 Batch 467/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.686, Loss: 0.638 Epoch 3 Batch 468/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.686, Loss: 0.671 Epoch 3 Batch 469/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.689, Loss: 0.688 Epoch 3 Batch 470/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.681, Loss: 0.678 Epoch 3 Batch 471/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.678, Loss: 0.617 Epoch 3 Batch 472/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.678, Loss: 0.630 Epoch 3 Batch 473/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.684, Loss: 0.664 Epoch 3 Batch 474/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.689, Loss: 0.645 Epoch 3 Batch 475/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.693, Loss: 0.628 Epoch 3 Batch 476/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.693, Loss: 0.640 Epoch 3 Batch 477/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.695, Loss: 0.624 Epoch 3 Batch 478/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.696, Loss: 0.697 Epoch 3 Batch 479/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.696, Loss: 0.685 Epoch 3 Batch 480/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.697, Loss: 0.669 Epoch 3 Batch 481/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.693, Loss: 0.645 Epoch 3 Batch 482/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.680, Loss: 0.710 Epoch 3 Batch 483/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.680, Loss: 0.653 Epoch 3 Batch 484/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.685, Loss: 0.626 Epoch 3 Batch 485/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.686, Loss: 0.671 Epoch 3 Batch 486/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.688, Loss: 0.657 Epoch 3 Batch 487/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.686, Loss: 0.676 Epoch 3 Batch 488/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.680, Loss: 0.680 Epoch 3 Batch 489/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.683, Loss: 0.627 Epoch 3 Batch 490/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.684, Loss: 0.670 Epoch 3 Batch 491/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.684, Loss: 0.649 Epoch 3 Batch 492/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.684, Loss: 0.675 Epoch 3 Batch 493/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.683, Loss: 0.621 Epoch 3 Batch 494/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.685, Loss: 0.618 Epoch 3 Batch 495/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.689, Loss: 0.635 Epoch 3 Batch 496/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.683, Loss: 0.654 Epoch 3 Batch 497/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.681, Loss: 0.694 Epoch 3 Batch 498/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.681, Loss: 0.643 Epoch 3 Batch 499/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.683, Loss: 0.616 Epoch 3 Batch 500/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.680, Loss: 0.657 Epoch 3 Batch 501/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.683, Loss: 0.656 Epoch 3 Batch 502/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.682, Loss: 0.628 Epoch 3 Batch 503/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.678, Loss: 0.652 Epoch 3 Batch 504/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.686, Loss: 0.663 Epoch 3 Batch 505/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.688, Loss: 0.591 Epoch 3 Batch 506/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.690, Loss: 0.647 Epoch 3 Batch 507/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.681, Loss: 0.638 Epoch 3 Batch 508/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.680, Loss: 0.626 Epoch 3 Batch 509/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.679, Loss: 0.671 Epoch 3 Batch 510/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.683, Loss: 0.622 Epoch 3 Batch 511/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.679, Loss: 0.670 Epoch 3 Batch 512/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.676, Loss: 0.657 Epoch 3 Batch 513/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.674, Loss: 0.654 Epoch 3 Batch 514/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.674, Loss: 0.679 Epoch 3 Batch 515/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.676, Loss: 0.665 Epoch 3 Batch 516/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.677, Loss: 0.609 Epoch 3 Batch 517/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.682, Loss: 0.627 Epoch 3 Batch 518/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.685, Loss: 0.631 Epoch 3 Batch 519/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.680, Loss: 0.654 Epoch 3 Batch 520/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.680, Loss: 0.612 Epoch 3 Batch 521/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.685, Loss: 0.637 Epoch 3 Batch 522/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.683, Loss: 0.688 Epoch 3 Batch 523/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.683, Loss: 0.668 Epoch 3 Batch 524/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.682, Loss: 0.664 Epoch 3 Batch 525/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.681, Loss: 0.644 Epoch 3 Batch 526/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.683, Loss: 0.660 Epoch 3 Batch 527/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.681, Loss: 0.656 Epoch 3 Batch 528/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.683, Loss: 0.630 Epoch 3 Batch 529/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.684, Loss: 0.643 Epoch 3 Batch 530/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.680, Loss: 0.659 Epoch 3 Batch 531/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.681, Loss: 0.665 Epoch 3 Batch 532/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.685, Loss: 0.676 Epoch 3 Batch 533/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.687, Loss: 0.648 Epoch 3 Batch 534/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.678, Loss: 0.646 Epoch 3 Batch 535/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.681, Loss: 0.647 Epoch 3 Batch 536/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.682, Loss: 0.651 Epoch 3 Batch 537/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.680, Loss: 0.643 Epoch 3 Batch 538/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.676, Loss: 0.590 Epoch 3 Batch 539/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.675, Loss: 0.660 Epoch 3 Batch 540/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.670, Loss: 0.610 Epoch 3 Batch 541/1077 - Train Accuracy: 0.643, Validation Accuracy: 0.676, Loss: 0.662 Epoch 3 Batch 542/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.681, Loss: 0.647 Epoch 3 Batch 543/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.688, Loss: 0.636 Epoch 3 Batch 544/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.690, Loss: 0.649 Epoch 3 Batch 545/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.692, Loss: 0.689 Epoch 3 Batch 546/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.690, Loss: 0.678 Epoch 3 Batch 547/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.685, Loss: 0.646 Epoch 3 Batch 548/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.687, Loss: 0.641 Epoch 3 Batch 549/1077 - Train Accuracy: 0.638, Validation Accuracy: 0.689, Loss: 0.699 Epoch 3 Batch 550/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.697, Loss: 0.673 Epoch 3 Batch 551/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.692, Loss: 0.672 Epoch 3 Batch 552/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.684, Loss: 0.646 Epoch 3 Batch 553/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.684, Loss: 0.644 Epoch 3 Batch 554/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.682, Loss: 0.664 Epoch 3 Batch 555/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.689, Loss: 0.648 Epoch 3 Batch 556/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.689, Loss: 0.621 Epoch 3 Batch 557/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.695, Loss: 0.626 Epoch 3 Batch 558/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.699, Loss: 0.627 Epoch 3 Batch 559/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.692, Loss: 0.641 Epoch 3 Batch 560/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.694, Loss: 0.616 Epoch 3 Batch 561/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.698, Loss: 0.616 Epoch 3 Batch 562/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.697, Loss: 0.590 Epoch 3 Batch 563/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.699, Loss: 0.658 Epoch 3 Batch 564/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.692, Loss: 0.668 Epoch 3 Batch 565/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.695, Loss: 0.638 Epoch 3 Batch 566/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.686, Loss: 0.674 Epoch 3 Batch 567/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.689, Loss: 0.643 Epoch 3 Batch 568/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.691, Loss: 0.633 Epoch 3 Batch 569/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.693, Loss: 0.651 Epoch 3 Batch 570/1077 - Train Accuracy: 0.648, Validation Accuracy: 0.688, Loss: 0.670 Epoch 3 Batch 571/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.690, Loss: 0.604 Epoch 3 Batch 572/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.695, Loss: 0.624 Epoch 3 Batch 573/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.694, Loss: 0.668 Epoch 3 Batch 574/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.695, Loss: 0.671 Epoch 3 Batch 575/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.691, Loss: 0.644 Epoch 3 Batch 576/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.681, Loss: 0.696 Epoch 3 Batch 577/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.688, Loss: 0.686 Epoch 3 Batch 578/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.690, Loss: 0.678 Epoch 3 Batch 579/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.692, Loss: 0.627 Epoch 3 Batch 580/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.692, Loss: 0.580 Epoch 3 Batch 581/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.690, Loss: 0.636 Epoch 3 Batch 582/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.690, Loss: 0.641 Epoch 3 Batch 583/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.684, Loss: 0.662 Epoch 3 Batch 584/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.687, Loss: 0.645 Epoch 3 Batch 585/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.691, Loss: 0.604 Epoch 3 Batch 586/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.692, Loss: 0.696 Epoch 3 Batch 587/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.691, Loss: 0.615 Epoch 3 Batch 588/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.690, Loss: 0.636 Epoch 3 Batch 589/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.690, Loss: 0.642 Epoch 3 Batch 590/1077 - Train Accuracy: 0.625, Validation Accuracy: 0.696, Loss: 0.670 Epoch 3 Batch 591/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.695, Loss: 0.602 Epoch 3 Batch 592/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.693, Loss: 0.649 Epoch 3 Batch 593/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.691, Loss: 0.618 Epoch 3 Batch 594/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.692, Loss: 0.651 Epoch 3 Batch 595/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.688, Loss: 0.657 Epoch 3 Batch 596/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.685, Loss: 0.646 Epoch 3 Batch 597/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.689, Loss: 0.659 Epoch 3 Batch 598/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.690, Loss: 0.616 Epoch 3 Batch 599/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.676, Loss: 0.706 Epoch 3 Batch 600/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.682, Loss: 0.613 Epoch 3 Batch 601/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.680, Loss: 0.625 Epoch 3 Batch 602/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.685, Loss: 0.653 Epoch 3 Batch 603/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.693, Loss: 0.655 Epoch 3 Batch 604/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.691, Loss: 0.662 Epoch 3 Batch 605/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.692, Loss: 0.685 Epoch 3 Batch 606/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.703, Loss: 0.590 Epoch 3 Batch 607/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.702, Loss: 0.587 Epoch 3 Batch 608/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.707, Loss: 0.667 Epoch 3 Batch 609/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.700, Loss: 0.666 Epoch 3 Batch 610/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.698, Loss: 0.656 Epoch 3 Batch 611/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.700, Loss: 0.668 Epoch 3 Batch 612/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.699, Loss: 0.601 Epoch 3 Batch 613/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.703, Loss: 0.687 Epoch 3 Batch 614/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.701, Loss: 0.627 Epoch 3 Batch 615/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.701, Loss: 0.626 Epoch 3 Batch 616/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.698, Loss: 0.673 Epoch 3 Batch 617/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.705, Loss: 0.644 Epoch 3 Batch 618/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.696, Loss: 0.650 Epoch 3 Batch 619/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.697, Loss: 0.672 Epoch 3 Batch 620/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.695, Loss: 0.647 Epoch 3 Batch 621/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.692, Loss: 0.636 Epoch 3 Batch 622/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.687, Loss: 0.683 Epoch 3 Batch 623/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.686, Loss: 0.667 Epoch 3 Batch 624/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.687, Loss: 0.618 Epoch 3 Batch 625/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.693, Loss: 0.647 Epoch 3 Batch 626/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.691, Loss: 0.594 Epoch 3 Batch 627/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.687, Loss: 0.629 Epoch 3 Batch 628/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.692, Loss: 0.686 Epoch 3 Batch 629/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.690, Loss: 0.669 Epoch 3 Batch 630/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.697, Loss: 0.652 Epoch 3 Batch 631/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.699, Loss: 0.632 Epoch 3 Batch 632/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.695, Loss: 0.645 Epoch 3 Batch 633/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.692, Loss: 0.646 Epoch 3 Batch 634/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.692, Loss: 0.609 Epoch 3 Batch 635/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.694, Loss: 0.702 Epoch 3 Batch 636/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.690, Loss: 0.618 Epoch 3 Batch 637/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.690, Loss: 0.657 Epoch 3 Batch 638/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.690, Loss: 0.618 Epoch 3 Batch 639/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.691, Loss: 0.644 Epoch 3 Batch 640/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.691, Loss: 0.608 Epoch 3 Batch 641/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.691, Loss: 0.648 Epoch 3 Batch 642/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.689, Loss: 0.645 Epoch 3 Batch 643/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.686, Loss: 0.618 Epoch 3 Batch 644/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.690, Loss: 0.617 Epoch 3 Batch 645/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.693, Loss: 0.637 Epoch 3 Batch 646/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.692, Loss: 0.622 Epoch 3 Batch 647/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.696, Loss: 0.632 Epoch 3 Batch 648/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.701, Loss: 0.621 Epoch 3 Batch 649/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.700, Loss: 0.664 Epoch 3 Batch 650/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.701, Loss: 0.656 Epoch 3 Batch 651/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.693, Loss: 0.631 Epoch 3 Batch 652/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.692, Loss: 0.672 Epoch 3 Batch 653/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.683, Loss: 0.648 Epoch 3 Batch 654/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.681, Loss: 0.610 Epoch 3 Batch 655/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.701, Loss: 0.640 Epoch 3 Batch 656/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.695, Loss: 0.629 Epoch 3 Batch 657/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.692, Loss: 0.661 Epoch 3 Batch 658/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.691, Loss: 0.608 Epoch 3 Batch 659/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.695, Loss: 0.619 Epoch 3 Batch 660/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.694, Loss: 0.656 Epoch 3 Batch 661/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.691, Loss: 0.586 Epoch 3 Batch 662/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.691, Loss: 0.607 Epoch 3 Batch 663/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.695, Loss: 0.621 Epoch 3 Batch 664/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.695, Loss: 0.635 Epoch 3 Batch 665/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.687, Loss: 0.629 Epoch 3 Batch 666/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.686, Loss: 0.677 Epoch 3 Batch 667/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.689, Loss: 0.679 Epoch 3 Batch 668/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.690, Loss: 0.628 Epoch 3 Batch 669/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.690, Loss: 0.627 Epoch 3 Batch 670/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.689, Loss: 0.580 Epoch 3 Batch 671/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.684, Loss: 0.670 Epoch 3 Batch 672/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.684, Loss: 0.623 Epoch 3 Batch 673/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.685, Loss: 0.612 Epoch 3 Batch 674/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.685, Loss: 0.641 Epoch 3 Batch 675/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.688, Loss: 0.614 Epoch 3 Batch 676/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.692, Loss: 0.670 Epoch 3 Batch 677/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.692, Loss: 0.664 Epoch 3 Batch 678/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.696, Loss: 0.612 Epoch 3 Batch 679/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.697, Loss: 0.667 Epoch 3 Batch 680/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.696, Loss: 0.605 Epoch 3 Batch 681/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.695, Loss: 0.676 Epoch 3 Batch 682/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.701, Loss: 0.651 Epoch 3 Batch 683/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.700, Loss: 0.626 Epoch 3 Batch 684/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.700, Loss: 0.638 Epoch 3 Batch 685/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.700, Loss: 0.668 Epoch 3 Batch 686/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.696, Loss: 0.606 Epoch 3 Batch 687/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.697, Loss: 0.680 Epoch 3 Batch 688/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.696, Loss: 0.626 Epoch 3 Batch 689/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.695, Loss: 0.612 Epoch 3 Batch 690/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.698, Loss: 0.643 Epoch 3 Batch 691/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.698, Loss: 0.692 Epoch 3 Batch 692/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.707, Loss: 0.591 Epoch 3 Batch 693/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.702, Loss: 0.714 Epoch 3 Batch 694/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.700, Loss: 0.625 Epoch 3 Batch 695/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.703, Loss: 0.606 Epoch 3 Batch 696/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.703, Loss: 0.693 Epoch 3 Batch 697/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.701, Loss: 0.630 Epoch 3 Batch 698/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.683, Loss: 0.617 Epoch 3 Batch 699/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.686, Loss: 0.666 Epoch 3 Batch 700/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.689, Loss: 0.630 Epoch 3 Batch 701/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.689, Loss: 0.670 Epoch 3 Batch 702/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.692, Loss: 0.642 Epoch 3 Batch 703/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.686, Loss: 0.653 Epoch 3 Batch 704/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.689, Loss: 0.668 Epoch 3 Batch 705/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.694, Loss: 0.688 Epoch 3 Batch 706/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.697, Loss: 0.638 Epoch 3 Batch 707/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.693, Loss: 0.634 Epoch 3 Batch 708/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.686, Loss: 0.643 Epoch 3 Batch 709/1077 - Train Accuracy: 0.657, Validation Accuracy: 0.689, Loss: 0.674 Epoch 3 Batch 710/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.694, Loss: 0.636 Epoch 3 Batch 711/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.695, Loss: 0.668 Epoch 3 Batch 712/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.695, Loss: 0.623 Epoch 3 Batch 713/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.680, Loss: 0.582 Epoch 3 Batch 714/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.681, Loss: 0.617 Epoch 3 Batch 715/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.678, Loss: 0.671 Epoch 3 Batch 716/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.676, Loss: 0.616 Epoch 3 Batch 717/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.677, Loss: 0.638 Epoch 3 Batch 718/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.676, Loss: 0.647 Epoch 3 Batch 719/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.683, Loss: 0.622 Epoch 3 Batch 720/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.691, Loss: 0.686 Epoch 3 Batch 721/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.687, Loss: 0.670 Epoch 3 Batch 722/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.685, Loss: 0.632 Epoch 3 Batch 723/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.684, Loss: 0.619 Epoch 3 Batch 724/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.683, Loss: 0.672 Epoch 3 Batch 725/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.690, Loss: 0.607 Epoch 3 Batch 726/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.684, Loss: 0.627 Epoch 3 Batch 727/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.690, Loss: 0.611 Epoch 3 Batch 728/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.689, Loss: 0.614 Epoch 3 Batch 729/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.691, Loss: 0.663 Epoch 3 Batch 730/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.695, Loss: 0.634 Epoch 3 Batch 731/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.682, Loss: 0.634 Epoch 3 Batch 732/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.681, Loss: 0.660 Epoch 3 Batch 733/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.673, Loss: 0.657 Epoch 3 Batch 734/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.681, Loss: 0.663 Epoch 3 Batch 735/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.683, Loss: 0.624 Epoch 3 Batch 736/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.688, Loss: 0.626 Epoch 3 Batch 737/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.695, Loss: 0.668 Epoch 3 Batch 738/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.688, Loss: 0.553 Epoch 3 Batch 739/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.693, Loss: 0.610 Epoch 3 Batch 740/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.686, Loss: 0.628 Epoch 3 Batch 741/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.686, Loss: 0.645 Epoch 3 Batch 742/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.686, Loss: 0.633 Epoch 3 Batch 743/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.686, Loss: 0.643 Epoch 3 Batch 744/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.686, Loss: 0.608 Epoch 3 Batch 745/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.686, Loss: 0.637 Epoch 3 Batch 746/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.692, Loss: 0.623 Epoch 3 Batch 747/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.690, Loss: 0.604 Epoch 3 Batch 748/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.691, Loss: 0.624 Epoch 3 Batch 749/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.690, Loss: 0.653 Epoch 3 Batch 750/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.691, Loss: 0.620 Epoch 3 Batch 751/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.699, Loss: 0.621 Epoch 3 Batch 752/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.695, Loss: 0.589 Epoch 3 Batch 753/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.696, Loss: 0.629 Epoch 3 Batch 754/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.692, Loss: 0.644 Epoch 3 Batch 755/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.695, Loss: 0.628 Epoch 3 Batch 756/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.690, Loss: 0.603 Epoch 3 Batch 757/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.695, Loss: 0.656 Epoch 3 Batch 758/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.693, Loss: 0.595 Epoch 3 Batch 759/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.694, Loss: 0.599 Epoch 3 Batch 760/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.694, Loss: 0.654 Epoch 3 Batch 761/1077 - Train Accuracy: 0.636, Validation Accuracy: 0.697, Loss: 0.658 Epoch 3 Batch 762/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.698, Loss: 0.602 Epoch 3 Batch 763/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.698, Loss: 0.599 Epoch 3 Batch 764/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.699, Loss: 0.636 Epoch 3 Batch 765/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.702, Loss: 0.593 Epoch 3 Batch 766/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.688, Loss: 0.658 Epoch 3 Batch 767/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.693, Loss: 0.623 Epoch 3 Batch 768/1077 - Train Accuracy: 0.649, Validation Accuracy: 0.689, Loss: 0.618 Epoch 3 Batch 769/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.693, Loss: 0.650 Epoch 3 Batch 770/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.698, Loss: 0.604 Epoch 3 Batch 771/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.693, Loss: 0.638 Epoch 3 Batch 772/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.698, Loss: 0.611 Epoch 3 Batch 773/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.695, Loss: 0.629 Epoch 3 Batch 774/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.695, Loss: 0.656 Epoch 3 Batch 775/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.695, Loss: 0.626 Epoch 3 Batch 776/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.685, Loss: 0.642 Epoch 3 Batch 777/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.691, Loss: 0.647 Epoch 3 Batch 778/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.682, Loss: 0.603 Epoch 3 Batch 779/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.678, Loss: 0.662 Epoch 3 Batch 780/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.681, Loss: 0.672 Epoch 3 Batch 781/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.690, Loss: 0.596 Epoch 3 Batch 782/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.691, Loss: 0.610 Epoch 3 Batch 783/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.696, Loss: 0.647 Epoch 3 Batch 784/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.697, Loss: 0.620 Epoch 3 Batch 785/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.700, Loss: 0.586 Epoch 3 Batch 786/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.699, Loss: 0.655 Epoch 3 Batch 787/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.704, Loss: 0.595 Epoch 3 Batch 788/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.705, Loss: 0.618 Epoch 3 Batch 789/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.707, Loss: 0.651 Epoch 3 Batch 790/1077 - Train Accuracy: 0.632, Validation Accuracy: 0.698, Loss: 0.683 Epoch 3 Batch 791/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.700, Loss: 0.648 Epoch 3 Batch 792/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.705, Loss: 0.627 Epoch 3 Batch 793/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.699, Loss: 0.629 Epoch 3 Batch 794/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.697, Loss: 0.614 Epoch 3 Batch 795/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.694, Loss: 0.674 Epoch 3 Batch 796/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.690, Loss: 0.648 Epoch 3 Batch 797/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.690, Loss: 0.641 Epoch 3 Batch 798/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.689, Loss: 0.644 Epoch 3 Batch 799/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.697, Loss: 0.681 Epoch 3 Batch 800/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.695, Loss: 0.624 Epoch 3 Batch 801/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.693, Loss: 0.652 Epoch 3 Batch 802/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.689, Loss: 0.609 Epoch 3 Batch 803/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.690, Loss: 0.640 Epoch 3 Batch 804/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.692, Loss: 0.636 Epoch 3 Batch 805/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.695, Loss: 0.631 Epoch 3 Batch 806/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.689, Loss: 0.616 Epoch 3 Batch 807/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.688, Loss: 0.630 Epoch 3 Batch 808/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.694, Loss: 0.650 Epoch 3 Batch 809/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.694, Loss: 0.689 Epoch 3 Batch 810/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.692, Loss: 0.597 Epoch 3 Batch 811/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.693, Loss: 0.588 Epoch 3 Batch 812/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.694, Loss: 0.643 Epoch 3 Batch 813/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.701, Loss: 0.611 Epoch 3 Batch 814/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.700, Loss: 0.631 Epoch 3 Batch 815/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.696, Loss: 0.626 Epoch 3 Batch 816/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.696, Loss: 0.657 Epoch 3 Batch 817/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.692, Loss: 0.660 Epoch 3 Batch 818/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.690, Loss: 0.658 Epoch 3 Batch 819/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.690, Loss: 0.614 Epoch 3 Batch 820/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.694, Loss: 0.668 Epoch 3 Batch 821/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.690, Loss: 0.619 Epoch 3 Batch 822/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.690, Loss: 0.635 Epoch 3 Batch 823/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.693, Loss: 0.612 Epoch 3 Batch 824/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.688, Loss: 0.600 Epoch 3 Batch 825/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.694, Loss: 0.628 Epoch 3 Batch 826/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.690, Loss: 0.597 Epoch 3 Batch 827/1077 - Train Accuracy: 0.647, Validation Accuracy: 0.690, Loss: 0.655 Epoch 3 Batch 828/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.689, Loss: 0.642 Epoch 3 Batch 829/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.692, Loss: 0.660 Epoch 3 Batch 830/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.685, Loss: 0.620 Epoch 3 Batch 831/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.691, Loss: 0.641 Epoch 3 Batch 832/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.690, Loss: 0.620 Epoch 3 Batch 833/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.689, Loss: 0.632 Epoch 3 Batch 834/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.692, Loss: 0.631 Epoch 3 Batch 835/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.689, Loss: 0.623 Epoch 3 Batch 836/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.686, Loss: 0.663 Epoch 3 Batch 837/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.686, Loss: 0.657 Epoch 3 Batch 838/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.689, Loss: 0.616 Epoch 3 Batch 839/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.688, Loss: 0.607 Epoch 3 Batch 840/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.690, Loss: 0.612 Epoch 3 Batch 841/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.691, Loss: 0.633 Epoch 3 Batch 842/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.696, Loss: 0.604 Epoch 3 Batch 843/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.696, Loss: 0.587 Epoch 3 Batch 844/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.689, Loss: 0.605 Epoch 3 Batch 845/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.690, Loss: 0.620 Epoch 3 Batch 846/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.690, Loss: 0.634 Epoch 3 Batch 847/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.688, Loss: 0.630 Epoch 3 Batch 848/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.688, Loss: 0.644 Epoch 3 Batch 849/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.687, Loss: 0.623 Epoch 3 Batch 850/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.692, Loss: 0.649 Epoch 3 Batch 851/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.695, Loss: 0.609 Epoch 3 Batch 852/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.693, Loss: 0.638 Epoch 3 Batch 853/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.693, Loss: 0.596 Epoch 3 Batch 854/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.691, Loss: 0.647 Epoch 3 Batch 855/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.691, Loss: 0.626 Epoch 3 Batch 856/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.691, Loss: 0.631 Epoch 3 Batch 857/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.690, Loss: 0.617 Epoch 3 Batch 858/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.689, Loss: 0.606 Epoch 3 Batch 859/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.689, Loss: 0.635 Epoch 3 Batch 860/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.689, Loss: 0.616 Epoch 3 Batch 861/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.696, Loss: 0.644 Epoch 3 Batch 862/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.709, Loss: 0.635 Epoch 3 Batch 863/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.699, Loss: 0.608 Epoch 3 Batch 864/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.698, Loss: 0.610 Epoch 3 Batch 865/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.702, Loss: 0.575 Epoch 3 Batch 866/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.701, Loss: 0.609 Epoch 3 Batch 867/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.700, Loss: 0.659 Epoch 3 Batch 868/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.703, Loss: 0.615 Epoch 3 Batch 869/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.700, Loss: 0.642 Epoch 3 Batch 870/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.699, Loss: 0.683 Epoch 3 Batch 871/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.695, Loss: 0.635 Epoch 3 Batch 872/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.685, Loss: 0.597 Epoch 3 Batch 873/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.689, Loss: 0.649 Epoch 3 Batch 874/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.680, Loss: 0.635 Epoch 3 Batch 875/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.679, Loss: 0.624 Epoch 3 Batch 876/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.676, Loss: 0.646 Epoch 3 Batch 877/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.692, Loss: 0.632 Epoch 3 Batch 878/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.695, Loss: 0.602 Epoch 3 Batch 879/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.695, Loss: 0.597 Epoch 3 Batch 880/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.694, Loss: 0.608 Epoch 3 Batch 881/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.694, Loss: 0.645 Epoch 3 Batch 882/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.692, Loss: 0.636 Epoch 3 Batch 883/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.696, Loss: 0.718 Epoch 3 Batch 884/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.689, Loss: 0.620 Epoch 3 Batch 885/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.689, Loss: 0.545 Epoch 3 Batch 886/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.690, Loss: 0.656 Epoch 3 Batch 887/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.691, Loss: 0.639 Epoch 3 Batch 888/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.691, Loss: 0.613 Epoch 3 Batch 889/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.692, Loss: 0.611 Epoch 3 Batch 890/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.691, Loss: 0.575 Epoch 3 Batch 891/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.689, Loss: 0.630 Epoch 3 Batch 892/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.686, Loss: 0.601 Epoch 3 Batch 893/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.695, Loss: 0.608 Epoch 3 Batch 894/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.691, Loss: 0.597 Epoch 3 Batch 895/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.692, Loss: 0.622 Epoch 3 Batch 896/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.691, Loss: 0.681 Epoch 3 Batch 897/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.686, Loss: 0.575 Epoch 3 Batch 898/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.691, Loss: 0.600 Epoch 3 Batch 899/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.691, Loss: 0.648 Epoch 3 Batch 900/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.695, Loss: 0.645 Epoch 3 Batch 901/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.696, Loss: 0.626 Epoch 3 Batch 902/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.693, Loss: 0.621 Epoch 3 Batch 903/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.689, Loss: 0.617 Epoch 3 Batch 904/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.700, Loss: 0.639 Epoch 3 Batch 905/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.689, Loss: 0.592 Epoch 3 Batch 906/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.681, Loss: 0.590 Epoch 3 Batch 907/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.678, Loss: 0.616 Epoch 3 Batch 908/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.678, Loss: 0.652 Epoch 3 Batch 909/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.681, Loss: 0.622 Epoch 3 Batch 910/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.694, Loss: 0.597 Epoch 3 Batch 911/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.694, Loss: 0.570 Epoch 3 Batch 912/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.690, Loss: 0.636 Epoch 3 Batch 913/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.683, Loss: 0.669 Epoch 3 Batch 914/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.690, Loss: 0.547 Epoch 3 Batch 915/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.691, Loss: 0.673 Epoch 3 Batch 916/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.684, Loss: 0.624 Epoch 3 Batch 917/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.686, Loss: 0.608 Epoch 3 Batch 918/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.689, Loss: 0.583 Epoch 3 Batch 919/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.692, Loss: 0.622 Epoch 3 Batch 920/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.699, Loss: 0.656 Epoch 3 Batch 921/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.697, Loss: 0.625 Epoch 3 Batch 922/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.694, Loss: 0.595 Epoch 3 Batch 923/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.691, Loss: 0.643 Epoch 3 Batch 924/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.689, Loss: 0.663 Epoch 3 Batch 925/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.689, Loss: 0.608 Epoch 3 Batch 926/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.684, Loss: 0.614 Epoch 3 Batch 927/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.684, Loss: 0.639 Epoch 3 Batch 928/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.676, Loss: 0.623 Epoch 3 Batch 929/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.672, Loss: 0.649 Epoch 3 Batch 930/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.675, Loss: 0.611 Epoch 3 Batch 931/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.681, Loss: 0.601 Epoch 3 Batch 932/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.691, Loss: 0.635 Epoch 3 Batch 933/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.690, Loss: 0.624 Epoch 3 Batch 934/1077 - Train Accuracy: 0.652, Validation Accuracy: 0.690, Loss: 0.622 Epoch 3 Batch 935/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.686, Loss: 0.635 Epoch 3 Batch 936/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.694, Loss: 0.617 Epoch 3 Batch 937/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.697, Loss: 0.649 Epoch 3 Batch 938/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.695, Loss: 0.644 Epoch 3 Batch 939/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.696, Loss: 0.622 Epoch 3 Batch 940/1077 - Train Accuracy: 0.665, Validation Accuracy: 0.696, Loss: 0.635 Epoch 3 Batch 941/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.702, Loss: 0.598 Epoch 3 Batch 942/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.707, Loss: 0.635 Epoch 3 Batch 943/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.697, Loss: 0.628 Epoch 3 Batch 944/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.696, Loss: 0.620 Epoch 3 Batch 945/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.697, Loss: 0.602 Epoch 3 Batch 946/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.688, Loss: 0.621 Epoch 3 Batch 947/1077 - Train Accuracy: 0.633, Validation Accuracy: 0.683, Loss: 0.686 Epoch 3 Batch 948/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.686, Loss: 0.616 Epoch 3 Batch 949/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.687, Loss: 0.567 Epoch 3 Batch 950/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.691, Loss: 0.597 Epoch 3 Batch 951/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.699, Loss: 0.597 Epoch 3 Batch 952/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.695, Loss: 0.605 Epoch 3 Batch 953/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.695, Loss: 0.623 Epoch 3 Batch 954/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.701, Loss: 0.650 Epoch 3 Batch 955/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.713, Loss: 0.639 Epoch 3 Batch 956/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.705, Loss: 0.611 Epoch 3 Batch 957/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.702, Loss: 0.586 Epoch 3 Batch 958/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.692, Loss: 0.614 Epoch 3 Batch 959/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.694, Loss: 0.597 Epoch 3 Batch 960/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.692, Loss: 0.600 Epoch 3 Batch 961/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.703, Loss: 0.646 Epoch 3 Batch 962/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.703, Loss: 0.591 Epoch 3 Batch 963/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.705, Loss: 0.684 Epoch 3 Batch 964/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.699, Loss: 0.587 Epoch 3 Batch 965/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.700, Loss: 0.648 Epoch 3 Batch 966/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.705, Loss: 0.564 Epoch 3 Batch 967/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.691, Loss: 0.610 Epoch 3 Batch 968/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.692, Loss: 0.656 Epoch 3 Batch 969/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.680, Loss: 0.624 Epoch 3 Batch 970/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.694, Loss: 0.681 Epoch 3 Batch 971/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.694, Loss: 0.596 Epoch 3 Batch 972/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.694, Loss: 0.617 Epoch 3 Batch 973/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.695, Loss: 0.584 Epoch 3 Batch 974/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.692, Loss: 0.606 Epoch 3 Batch 975/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.696, Loss: 0.578 Epoch 3 Batch 976/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.701, Loss: 0.593 Epoch 3 Batch 977/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.702, Loss: 0.593 Epoch 3 Batch 978/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.699, Loss: 0.612 Epoch 3 Batch 979/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.698, Loss: 0.664 Epoch 3 Batch 980/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.694, Loss: 0.603 Epoch 3 Batch 981/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.699, Loss: 0.626 Epoch 3 Batch 982/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.689, Loss: 0.598 Epoch 3 Batch 983/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.689, Loss: 0.647 Epoch 3 Batch 984/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.691, Loss: 0.654 Epoch 3 Batch 985/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.694, Loss: 0.598 Epoch 3 Batch 986/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.690, Loss: 0.633 Epoch 3 Batch 987/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.693, Loss: 0.600 Epoch 3 Batch 988/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.692, Loss: 0.632 Epoch 3 Batch 989/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.689, Loss: 0.646 Epoch 3 Batch 990/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.687, Loss: 0.662 Epoch 3 Batch 991/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.684, Loss: 0.635 Epoch 3 Batch 992/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.694, Loss: 0.618 Epoch 3 Batch 993/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.689, Loss: 0.594 Epoch 3 Batch 994/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.693, Loss: 0.618 Epoch 3 Batch 995/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.690, Loss: 0.591 Epoch 3 Batch 996/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.695, Loss: 0.617 Epoch 3 Batch 997/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.695, Loss: 0.644 Epoch 3 Batch 998/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.694, Loss: 0.598 Epoch 3 Batch 999/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.691, Loss: 0.637 Epoch 3 Batch 1000/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.699, Loss: 0.587 Epoch 3 Batch 1001/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.696, Loss: 0.586 Epoch 3 Batch 1002/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.690, Loss: 0.600 Epoch 3 Batch 1003/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.694, Loss: 0.637 Epoch 3 Batch 1004/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.687, Loss: 0.627 Epoch 3 Batch 1005/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.684, Loss: 0.651 Epoch 3 Batch 1006/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.679, Loss: 0.592 Epoch 3 Batch 1007/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.682, Loss: 0.573 Epoch 3 Batch 1008/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.687, Loss: 0.655 Epoch 3 Batch 1009/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.698, Loss: 0.589 Epoch 3 Batch 1010/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.700, Loss: 0.637 Epoch 3 Batch 1011/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.692, Loss: 0.637 Epoch 3 Batch 1012/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.690, Loss: 0.578 Epoch 3 Batch 1013/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.687, Loss: 0.588 Epoch 3 Batch 1014/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.691, Loss: 0.637 Epoch 3 Batch 1015/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.694, Loss: 0.624 Epoch 3 Batch 1016/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.697, Loss: 0.633 Epoch 3 Batch 1017/1077 - Train Accuracy: 0.653, Validation Accuracy: 0.698, Loss: 0.626 Epoch 3 Batch 1018/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.694, Loss: 0.586 Epoch 3 Batch 1019/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.691, Loss: 0.654 Epoch 3 Batch 1020/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.690, Loss: 0.595 Epoch 3 Batch 1021/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.685, Loss: 0.599 Epoch 3 Batch 1022/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.679, Loss: 0.571 Epoch 3 Batch 1023/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.684, Loss: 0.564 Epoch 3 Batch 1024/1077 - Train Accuracy: 0.637, Validation Accuracy: 0.687, Loss: 0.671 Epoch 3 Batch 1025/1077 - Train Accuracy: 0.656, Validation Accuracy: 0.683, Loss: 0.592 Epoch 3 Batch 1026/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.684, Loss: 0.581 Epoch 3 Batch 1027/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.687, Loss: 0.641 Epoch 3 Batch 1028/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.686, Loss: 0.622 Epoch 3 Batch 1029/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.686, Loss: 0.626 Epoch 3 Batch 1030/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.684, Loss: 0.628 Epoch 3 Batch 1031/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.691, Loss: 0.651 Epoch 3 Batch 1032/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.692, Loss: 0.596 Epoch 3 Batch 1033/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.694, Loss: 0.595 Epoch 3 Batch 1034/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.697, Loss: 0.639 Epoch 3 Batch 1035/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.678, Loss: 0.579 Epoch 3 Batch 1036/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.682, Loss: 0.616 Epoch 3 Batch 1037/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.682, Loss: 0.655 Epoch 3 Batch 1038/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.684, Loss: 0.616 Epoch 3 Batch 1039/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.682, Loss: 0.571 Epoch 3 Batch 1040/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.693, Loss: 0.651 Epoch 3 Batch 1041/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.691, Loss: 0.644 Epoch 3 Batch 1042/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.690, Loss: 0.621 Epoch 3 Batch 1043/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.691, Loss: 0.623 Epoch 3 Batch 1044/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.686, Loss: 0.618 Epoch 3 Batch 1045/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.697, Loss: 0.631 Epoch 3 Batch 1046/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.695, Loss: 0.578 Epoch 3 Batch 1047/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.683, Loss: 0.600 Epoch 3 Batch 1048/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.688, Loss: 0.643 Epoch 3 Batch 1049/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.692, Loss: 0.657 Epoch 3 Batch 1050/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.687, Loss: 0.624 Epoch 3 Batch 1051/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.686, Loss: 0.580 Epoch 3 Batch 1052/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.681, Loss: 0.586 Epoch 3 Batch 1053/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.682, Loss: 0.597 Epoch 3 Batch 1054/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.692, Loss: 0.630 Epoch 3 Batch 1055/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.694, Loss: 0.614 Epoch 3 Batch 1056/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.695, Loss: 0.593 Epoch 3 Batch 1057/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.712, Loss: 0.649 Epoch 3 Batch 1058/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.709, Loss: 0.672 Epoch 3 Batch 1059/1077 - Train Accuracy: 0.634, Validation Accuracy: 0.708, Loss: 0.664 Epoch 3 Batch 1060/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.695, Loss: 0.591 Epoch 3 Batch 1061/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.687, Loss: 0.637 Epoch 3 Batch 1062/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.698, Loss: 0.629 Epoch 3 Batch 1063/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.700, Loss: 0.605 Epoch 3 Batch 1064/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.690, Loss: 0.616 Epoch 3 Batch 1065/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.695, Loss: 0.602 Epoch 3 Batch 1066/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.692, Loss: 0.613 Epoch 3 Batch 1067/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.685, Loss: 0.623 Epoch 3 Batch 1068/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.685, Loss: 0.586 Epoch 3 Batch 1069/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.691, Loss: 0.553 Epoch 3 Batch 1070/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.695, Loss: 0.631 Epoch 3 Batch 1071/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.695, Loss: 0.599 Epoch 3 Batch 1072/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.698, Loss: 0.599 Epoch 3 Batch 1073/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.692, Loss: 0.640 Epoch 3 Batch 1074/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.697, Loss: 0.635 Epoch 3 Batch 1075/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.693, Loss: 0.659 Epoch 4 Batch 0/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.695, Loss: 0.580 Epoch 4 Batch 1/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.700, Loss: 0.609 Epoch 4 Batch 2/1077 - Train Accuracy: 0.641, Validation Accuracy: 0.701, Loss: 0.644 Epoch 4 Batch 3/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.710, Loss: 0.624 Epoch 4 Batch 4/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.705, Loss: 0.644 Epoch 4 Batch 5/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.698, Loss: 0.612 Epoch 4 Batch 6/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.700, Loss: 0.632 Epoch 4 Batch 7/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.694, Loss: 0.607 Epoch 4 Batch 8/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.707, Loss: 0.610 Epoch 4 Batch 9/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.696, Loss: 0.597 Epoch 4 Batch 10/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.692, Loss: 0.629 Epoch 4 Batch 11/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.698, Loss: 0.613 Epoch 4 Batch 12/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.696, Loss: 0.645 Epoch 4 Batch 13/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.691, Loss: 0.609 Epoch 4 Batch 14/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.694, Loss: 0.557 Epoch 4 Batch 15/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.694, Loss: 0.606 Epoch 4 Batch 16/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.696, Loss: 0.600 Epoch 4 Batch 17/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.699, Loss: 0.596 Epoch 4 Batch 18/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.703, Loss: 0.609 Epoch 4 Batch 19/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.703, Loss: 0.616 Epoch 4 Batch 20/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.701, Loss: 0.585 Epoch 4 Batch 21/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.698, Loss: 0.664 Epoch 4 Batch 22/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.698, Loss: 0.611 Epoch 4 Batch 23/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.700, Loss: 0.617 Epoch 4 Batch 24/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.702, Loss: 0.611 Epoch 4 Batch 25/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.696, Loss: 0.590 Epoch 4 Batch 26/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.692, Loss: 0.644 Epoch 4 Batch 27/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.694, Loss: 0.563 Epoch 4 Batch 28/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.695, Loss: 0.590 Epoch 4 Batch 29/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.700, Loss: 0.596 Epoch 4 Batch 30/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.699, Loss: 0.596 Epoch 4 Batch 31/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.697, Loss: 0.615 Epoch 4 Batch 32/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.701, Loss: 0.588 Epoch 4 Batch 33/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.701, Loss: 0.576 Epoch 4 Batch 34/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.703, Loss: 0.611 Epoch 4 Batch 35/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.701, Loss: 0.622 Epoch 4 Batch 36/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.696, Loss: 0.607 Epoch 4 Batch 37/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.691, Loss: 0.607 Epoch 4 Batch 38/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.690, Loss: 0.675 Epoch 4 Batch 39/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.693, Loss: 0.674 Epoch 4 Batch 40/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.699, Loss: 0.614 Epoch 4 Batch 41/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.690, Loss: 0.608 Epoch 4 Batch 42/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.690, Loss: 0.618 Epoch 4 Batch 43/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.693, Loss: 0.613 Epoch 4 Batch 44/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.692, Loss: 0.639 Epoch 4 Batch 45/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.688, Loss: 0.626 Epoch 4 Batch 46/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.686, Loss: 0.662 Epoch 4 Batch 47/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.683, Loss: 0.615 Epoch 4 Batch 48/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.684, Loss: 0.668 Epoch 4 Batch 49/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.685, Loss: 0.634 Epoch 4 Batch 50/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.686, Loss: 0.611 Epoch 4 Batch 51/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.690, Loss: 0.592 Epoch 4 Batch 52/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.691, Loss: 0.625 Epoch 4 Batch 53/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.691, Loss: 0.613 Epoch 4 Batch 54/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.696, Loss: 0.668 Epoch 4 Batch 55/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.692, Loss: 0.599 Epoch 4 Batch 56/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.689, Loss: 0.609 Epoch 4 Batch 57/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.686, Loss: 0.576 Epoch 4 Batch 58/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.685, Loss: 0.591 Epoch 4 Batch 59/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.675, Loss: 0.619 Epoch 4 Batch 60/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.680, Loss: 0.590 Epoch 4 Batch 61/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.687, Loss: 0.630 Epoch 4 Batch 62/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.681, Loss: 0.655 Epoch 4 Batch 63/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.686, Loss: 0.580 Epoch 4 Batch 64/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.689, Loss: 0.615 Epoch 4 Batch 65/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.682, Loss: 0.616 Epoch 4 Batch 66/1077 - Train Accuracy: 0.672, Validation Accuracy: 0.685, Loss: 0.585 Epoch 4 Batch 67/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.686, Loss: 0.599 Epoch 4 Batch 68/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.680, Loss: 0.626 Epoch 4 Batch 69/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.690, Loss: 0.641 Epoch 4 Batch 70/1077 - Train Accuracy: 0.644, Validation Accuracy: 0.690, Loss: 0.635 Epoch 4 Batch 71/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.688, Loss: 0.588 Epoch 4 Batch 72/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.693, Loss: 0.608 Epoch 4 Batch 73/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.694, Loss: 0.641 Epoch 4 Batch 74/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.692, Loss: 0.565 Epoch 4 Batch 75/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.700, Loss: 0.625 Epoch 4 Batch 76/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.693, Loss: 0.594 Epoch 4 Batch 77/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.692, Loss: 0.623 Epoch 4 Batch 78/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.689, Loss: 0.626 Epoch 4 Batch 79/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.686, Loss: 0.619 Epoch 4 Batch 80/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.683, Loss: 0.620 Epoch 4 Batch 81/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.691, Loss: 0.620 Epoch 4 Batch 82/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.690, Loss: 0.555 Epoch 4 Batch 83/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.687, Loss: 0.637 Epoch 4 Batch 84/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.691, Loss: 0.600 Epoch 4 Batch 85/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.698, Loss: 0.593 Epoch 4 Batch 86/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.707, Loss: 0.620 Epoch 4 Batch 87/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.705, Loss: 0.620 Epoch 4 Batch 88/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.705, Loss: 0.636 Epoch 4 Batch 89/1077 - Train Accuracy: 0.642, Validation Accuracy: 0.707, Loss: 0.591 Epoch 4 Batch 90/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.706, Loss: 0.628 Epoch 4 Batch 91/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.699, Loss: 0.548 Epoch 4 Batch 92/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.696, Loss: 0.612 Epoch 4 Batch 93/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.700, Loss: 0.623 Epoch 4 Batch 94/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.702, Loss: 0.573 Epoch 4 Batch 95/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.708, Loss: 0.615 Epoch 4 Batch 96/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.711, Loss: 0.603 Epoch 4 Batch 97/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.707, Loss: 0.608 Epoch 4 Batch 98/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.702, Loss: 0.569 Epoch 4 Batch 99/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.706, Loss: 0.619 Epoch 4 Batch 100/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.708, Loss: 0.602 Epoch 4 Batch 101/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.701, Loss: 0.609 Epoch 4 Batch 102/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.707, Loss: 0.572 Epoch 4 Batch 103/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.705, Loss: 0.664 Epoch 4 Batch 104/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.704, Loss: 0.630 Epoch 4 Batch 105/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.705, Loss: 0.594 Epoch 4 Batch 106/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.705, Loss: 0.665 Epoch 4 Batch 107/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.709, Loss: 0.595 Epoch 4 Batch 108/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.713, Loss: 0.562 Epoch 4 Batch 109/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.714, Loss: 0.598 Epoch 4 Batch 110/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.704, Loss: 0.578 Epoch 4 Batch 111/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.698, Loss: 0.634 Epoch 4 Batch 112/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.696, Loss: 0.591 Epoch 4 Batch 113/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.696, Loss: 0.623 Epoch 4 Batch 114/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.689, Loss: 0.573 Epoch 4 Batch 115/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.687, Loss: 0.627 Epoch 4 Batch 116/1077 - Train Accuracy: 0.645, Validation Accuracy: 0.690, Loss: 0.665 Epoch 4 Batch 117/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.699, Loss: 0.636 Epoch 4 Batch 118/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.697, Loss: 0.636 Epoch 4 Batch 119/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.703, Loss: 0.599 Epoch 4 Batch 120/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.703, Loss: 0.619 Epoch 4 Batch 121/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.707, Loss: 0.598 Epoch 4 Batch 122/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.702, Loss: 0.627 Epoch 4 Batch 123/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.705, Loss: 0.580 Epoch 4 Batch 124/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.705, Loss: 0.625 Epoch 4 Batch 125/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.695, Loss: 0.609 Epoch 4 Batch 126/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.692, Loss: 0.581 Epoch 4 Batch 127/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.693, Loss: 0.597 Epoch 4 Batch 128/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.706, Loss: 0.577 Epoch 4 Batch 129/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.705, Loss: 0.600 Epoch 4 Batch 130/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.704, Loss: 0.554 Epoch 4 Batch 131/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.705, Loss: 0.602 Epoch 4 Batch 132/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.706, Loss: 0.626 Epoch 4 Batch 133/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.703, Loss: 0.618 Epoch 4 Batch 134/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.701, Loss: 0.565 Epoch 4 Batch 135/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.701, Loss: 0.627 Epoch 4 Batch 136/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.698, Loss: 0.604 Epoch 4 Batch 137/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.693, Loss: 0.543 Epoch 4 Batch 138/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.694, Loss: 0.585 Epoch 4 Batch 139/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.688, Loss: 0.609 Epoch 4 Batch 140/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.687, Loss: 0.617 Epoch 4 Batch 141/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.695, Loss: 0.619 Epoch 4 Batch 142/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.700, Loss: 0.564 Epoch 4 Batch 143/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.701, Loss: 0.620 Epoch 4 Batch 144/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.704, Loss: 0.644 Epoch 4 Batch 145/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.696, Loss: 0.610 Epoch 4 Batch 146/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.688, Loss: 0.612 Epoch 4 Batch 147/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.688, Loss: 0.635 Epoch 4 Batch 148/1077 - Train Accuracy: 0.659, Validation Accuracy: 0.685, Loss: 0.587 Epoch 4 Batch 149/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.683, Loss: 0.594 Epoch 4 Batch 150/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.698, Loss: 0.575 Epoch 4 Batch 151/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.700, Loss: 0.561 Epoch 4 Batch 152/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.692, Loss: 0.597 Epoch 4 Batch 153/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.685, Loss: 0.629 Epoch 4 Batch 154/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.690, Loss: 0.632 Epoch 4 Batch 155/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.697, Loss: 0.598 Epoch 4 Batch 156/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.700, Loss: 0.604 Epoch 4 Batch 157/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.707, Loss: 0.597 Epoch 4 Batch 158/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.711, Loss: 0.583 Epoch 4 Batch 159/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.711, Loss: 0.561 Epoch 4 Batch 160/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.707, Loss: 0.585 Epoch 4 Batch 161/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.703, Loss: 0.612 Epoch 4 Batch 162/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.694, Loss: 0.649 Epoch 4 Batch 163/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.684, Loss: 0.631 Epoch 4 Batch 164/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.685, Loss: 0.603 Epoch 4 Batch 165/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.679, Loss: 0.585 Epoch 4 Batch 166/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.681, Loss: 0.600 Epoch 4 Batch 167/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.686, Loss: 0.617 Epoch 4 Batch 168/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.696, Loss: 0.644 Epoch 4 Batch 169/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.697, Loss: 0.594 Epoch 4 Batch 170/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.702, Loss: 0.642 Epoch 4 Batch 171/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.690, Loss: 0.569 Epoch 4 Batch 172/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.682, Loss: 0.559 Epoch 4 Batch 173/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.684, Loss: 0.644 Epoch 4 Batch 174/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.680, Loss: 0.588 Epoch 4 Batch 175/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.678, Loss: 0.578 Epoch 4 Batch 176/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.680, Loss: 0.607 Epoch 4 Batch 177/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.697, Loss: 0.627 Epoch 4 Batch 178/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.696, Loss: 0.590 Epoch 4 Batch 179/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.698, Loss: 0.641 Epoch 4 Batch 180/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.713, Loss: 0.599 Epoch 4 Batch 181/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.701, Loss: 0.623 Epoch 4 Batch 182/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.700, Loss: 0.598 Epoch 4 Batch 183/1077 - Train Accuracy: 0.666, Validation Accuracy: 0.699, Loss: 0.633 Epoch 4 Batch 184/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.697, Loss: 0.585 Epoch 4 Batch 185/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.694, Loss: 0.624 Epoch 4 Batch 186/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.698, Loss: 0.626 Epoch 4 Batch 187/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.704, Loss: 0.606 Epoch 4 Batch 188/1077 - Train Accuracy: 0.664, Validation Accuracy: 0.702, Loss: 0.617 Epoch 4 Batch 189/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.710, Loss: 0.601 Epoch 4 Batch 190/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.707, Loss: 0.614 Epoch 4 Batch 191/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.696, Loss: 0.557 Epoch 4 Batch 192/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.700, Loss: 0.623 Epoch 4 Batch 193/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.697, Loss: 0.595 Epoch 4 Batch 194/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.691, Loss: 0.569 Epoch 4 Batch 195/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.690, Loss: 0.607 Epoch 4 Batch 196/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.688, Loss: 0.602 Epoch 4 Batch 197/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.688, Loss: 0.594 Epoch 4 Batch 198/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.697, Loss: 0.563 Epoch 4 Batch 199/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.696, Loss: 0.571 Epoch 4 Batch 200/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.699, Loss: 0.616 Epoch 4 Batch 201/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.697, Loss: 0.577 Epoch 4 Batch 202/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.699, Loss: 0.610 Epoch 4 Batch 203/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.697, Loss: 0.590 Epoch 4 Batch 204/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.705, Loss: 0.626 Epoch 4 Batch 205/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.703, Loss: 0.605 Epoch 4 Batch 206/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.702, Loss: 0.589 Epoch 4 Batch 207/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.695, Loss: 0.600 Epoch 4 Batch 208/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.700, Loss: 0.570 Epoch 4 Batch 209/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.702, Loss: 0.549 Epoch 4 Batch 210/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.705, Loss: 0.613 Epoch 4 Batch 211/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.706, Loss: 0.605 Epoch 4 Batch 212/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.707, Loss: 0.564 Epoch 4 Batch 213/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.706, Loss: 0.565 Epoch 4 Batch 214/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.707, Loss: 0.582 Epoch 4 Batch 215/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.706, Loss: 0.622 Epoch 4 Batch 216/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.704, Loss: 0.603 Epoch 4 Batch 217/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.707, Loss: 0.597 Epoch 4 Batch 218/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.711, Loss: 0.649 Epoch 4 Batch 219/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.710, Loss: 0.584 Epoch 4 Batch 220/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.703, Loss: 0.613 Epoch 4 Batch 221/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.698, Loss: 0.623 Epoch 4 Batch 222/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.701, Loss: 0.624 Epoch 4 Batch 223/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.697, Loss: 0.550 Epoch 4 Batch 224/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.707, Loss: 0.606 Epoch 4 Batch 225/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.705, Loss: 0.588 Epoch 4 Batch 226/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.702, Loss: 0.608 Epoch 4 Batch 227/1077 - Train Accuracy: 0.651, Validation Accuracy: 0.708, Loss: 0.652 Epoch 4 Batch 228/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.705, Loss: 0.589 Epoch 4 Batch 229/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.705, Loss: 0.598 Epoch 4 Batch 230/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.705, Loss: 0.560 Epoch 4 Batch 231/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.706, Loss: 0.632 Epoch 4 Batch 232/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.700, Loss: 0.634 Epoch 4 Batch 233/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.697, Loss: 0.625 Epoch 4 Batch 234/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.697, Loss: 0.606 Epoch 4 Batch 235/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.699, Loss: 0.540 Epoch 4 Batch 236/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.702, Loss: 0.622 Epoch 4 Batch 237/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.703, Loss: 0.569 Epoch 4 Batch 238/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.711, Loss: 0.611 Epoch 4 Batch 239/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.711, Loss: 0.552 Epoch 4 Batch 240/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.709, Loss: 0.594 Epoch 4 Batch 241/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.702, Loss: 0.571 Epoch 4 Batch 242/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.700, Loss: 0.590 Epoch 4 Batch 243/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.693, Loss: 0.617 Epoch 4 Batch 244/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.694, Loss: 0.570 Epoch 4 Batch 245/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.704, Loss: 0.571 Epoch 4 Batch 246/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.704, Loss: 0.612 Epoch 4 Batch 247/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.698, Loss: 0.572 Epoch 4 Batch 248/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.695, Loss: 0.571 Epoch 4 Batch 249/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.695, Loss: 0.574 Epoch 4 Batch 250/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.696, Loss: 0.563 Epoch 4 Batch 251/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.690, Loss: 0.591 Epoch 4 Batch 252/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.692, Loss: 0.587 Epoch 4 Batch 253/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.699, Loss: 0.581 Epoch 4 Batch 254/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.706, Loss: 0.595 Epoch 4 Batch 255/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.710, Loss: 0.613 Epoch 4 Batch 256/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.711, Loss: 0.625 Epoch 4 Batch 257/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.710, Loss: 0.585 Epoch 4 Batch 258/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.710, Loss: 0.576 Epoch 4 Batch 259/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.706, Loss: 0.606 Epoch 4 Batch 260/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.704, Loss: 0.564 Epoch 4 Batch 261/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.705, Loss: 0.593 Epoch 4 Batch 262/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.704, Loss: 0.597 Epoch 4 Batch 263/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.703, Loss: 0.599 Epoch 4 Batch 264/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.700, Loss: 0.600 Epoch 4 Batch 265/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.705, Loss: 0.601 Epoch 4 Batch 266/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.706, Loss: 0.586 Epoch 4 Batch 267/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.702, Loss: 0.550 Epoch 4 Batch 268/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.701, Loss: 0.612 Epoch 4 Batch 269/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.695, Loss: 0.636 Epoch 4 Batch 270/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.695, Loss: 0.623 Epoch 4 Batch 271/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.695, Loss: 0.575 Epoch 4 Batch 272/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.691, Loss: 0.603 Epoch 4 Batch 273/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.686, Loss: 0.583 Epoch 4 Batch 274/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.693, Loss: 0.584 Epoch 4 Batch 275/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.695, Loss: 0.574 Epoch 4 Batch 276/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.702, Loss: 0.630 Epoch 4 Batch 277/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.696, Loss: 0.546 Epoch 4 Batch 278/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.695, Loss: 0.631 Epoch 4 Batch 279/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.697, Loss: 0.657 Epoch 4 Batch 280/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.698, Loss: 0.610 Epoch 4 Batch 281/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.695, Loss: 0.623 Epoch 4 Batch 282/1077 - Train Accuracy: 0.662, Validation Accuracy: 0.695, Loss: 0.625 Epoch 4 Batch 283/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.699, Loss: 0.607 Epoch 4 Batch 284/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.700, Loss: 0.636 Epoch 4 Batch 285/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.699, Loss: 0.592 Epoch 4 Batch 286/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.690, Loss: 0.551 Epoch 4 Batch 287/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.691, Loss: 0.603 Epoch 4 Batch 288/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.688, Loss: 0.625 Epoch 4 Batch 289/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.693, Loss: 0.579 Epoch 4 Batch 290/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.692, Loss: 0.629 Epoch 4 Batch 291/1077 - Train Accuracy: 0.669, Validation Accuracy: 0.697, Loss: 0.610 Epoch 4 Batch 292/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.696, Loss: 0.576 Epoch 4 Batch 293/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.699, Loss: 0.625 Epoch 4 Batch 294/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.699, Loss: 0.554 Epoch 4 Batch 295/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.693, Loss: 0.644 Epoch 4 Batch 296/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.692, Loss: 0.561 Epoch 4 Batch 297/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.696, Loss: 0.625 Epoch 4 Batch 298/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.696, Loss: 0.620 Epoch 4 Batch 299/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.697, Loss: 0.578 Epoch 4 Batch 300/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.697, Loss: 0.624 Epoch 4 Batch 301/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.701, Loss: 0.579 Epoch 4 Batch 302/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.696, Loss: 0.587 Epoch 4 Batch 303/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.695, Loss: 0.610 Epoch 4 Batch 304/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.697, Loss: 0.557 Epoch 4 Batch 305/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.697, Loss: 0.597 Epoch 4 Batch 306/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.697, Loss: 0.554 Epoch 4 Batch 307/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.696, Loss: 0.595 Epoch 4 Batch 308/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.694, Loss: 0.646 Epoch 4 Batch 309/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.701, Loss: 0.565 Epoch 4 Batch 310/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.703, Loss: 0.607 Epoch 4 Batch 311/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.703, Loss: 0.574 Epoch 4 Batch 312/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.698, Loss: 0.617 Epoch 4 Batch 313/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.700, Loss: 0.577 Epoch 4 Batch 314/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.705, Loss: 0.591 Epoch 4 Batch 315/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.699, Loss: 0.570 Epoch 4 Batch 316/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.698, Loss: 0.552 Epoch 4 Batch 317/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.699, Loss: 0.627 Epoch 4 Batch 318/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.693, Loss: 0.605 Epoch 4 Batch 319/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.696, Loss: 0.604 Epoch 4 Batch 320/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.689, Loss: 0.595 Epoch 4 Batch 321/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.698, Loss: 0.583 Epoch 4 Batch 322/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.702, Loss: 0.565 Epoch 4 Batch 323/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.705, Loss: 0.585 Epoch 4 Batch 324/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.706, Loss: 0.602 Epoch 4 Batch 325/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.705, Loss: 0.564 Epoch 4 Batch 326/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.706, Loss: 0.577 Epoch 4 Batch 327/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.711, Loss: 0.622 Epoch 4 Batch 328/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.717, Loss: 0.590 Epoch 4 Batch 329/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.709, Loss: 0.609 Epoch 4 Batch 330/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.706, Loss: 0.591 Epoch 4 Batch 331/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.709, Loss: 0.605 Epoch 4 Batch 332/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.711, Loss: 0.520 Epoch 4 Batch 333/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.710, Loss: 0.615 Epoch 4 Batch 334/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.704, Loss: 0.598 Epoch 4 Batch 335/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.709, Loss: 0.555 Epoch 4 Batch 336/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.712, Loss: 0.638 Epoch 4 Batch 337/1077 - Train Accuracy: 0.658, Validation Accuracy: 0.707, Loss: 0.610 Epoch 4 Batch 338/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.710, Loss: 0.628 Epoch 4 Batch 339/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.717, Loss: 0.575 Epoch 4 Batch 340/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.720, Loss: 0.603 Epoch 4 Batch 341/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.724, Loss: 0.644 Epoch 4 Batch 342/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.723, Loss: 0.568 Epoch 4 Batch 343/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.719, Loss: 0.600 Epoch 4 Batch 344/1077 - Train Accuracy: 0.676, Validation Accuracy: 0.719, Loss: 0.598 Epoch 4 Batch 345/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.711, Loss: 0.571 Epoch 4 Batch 346/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.701, Loss: 0.624 Epoch 4 Batch 347/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.703, Loss: 0.547 Epoch 4 Batch 348/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.708, Loss: 0.561 Epoch 4 Batch 349/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.711, Loss: 0.604 Epoch 4 Batch 350/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.699, Loss: 0.612 Epoch 4 Batch 351/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.696, Loss: 0.632 Epoch 4 Batch 352/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.701, Loss: 0.623 Epoch 4 Batch 353/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.705, Loss: 0.673 Epoch 4 Batch 354/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.696, Loss: 0.608 Epoch 4 Batch 355/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.691, Loss: 0.589 Epoch 4 Batch 356/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.693, Loss: 0.593 Epoch 4 Batch 357/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.706, Loss: 0.574 Epoch 4 Batch 358/1077 - Train Accuracy: 0.661, Validation Accuracy: 0.705, Loss: 0.628 Epoch 4 Batch 359/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.702, Loss: 0.600 Epoch 4 Batch 360/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.701, Loss: 0.621 Epoch 4 Batch 361/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.698, Loss: 0.622 Epoch 4 Batch 362/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.699, Loss: 0.591 Epoch 4 Batch 363/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.698, Loss: 0.620 Epoch 4 Batch 364/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.701, Loss: 0.627 Epoch 4 Batch 365/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.701, Loss: 0.591 Epoch 4 Batch 366/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.700, Loss: 0.611 Epoch 4 Batch 367/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.696, Loss: 0.536 Epoch 4 Batch 368/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.700, Loss: 0.602 Epoch 4 Batch 369/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.702, Loss: 0.571 Epoch 4 Batch 370/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.701, Loss: 0.578 Epoch 4 Batch 371/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.709, Loss: 0.592 Epoch 4 Batch 372/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.711, Loss: 0.564 Epoch 4 Batch 373/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.702, Loss: 0.545 Epoch 4 Batch 374/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.702, Loss: 0.634 Epoch 4 Batch 375/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.698, Loss: 0.566 Epoch 4 Batch 376/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.695, Loss: 0.559 Epoch 4 Batch 377/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.699, Loss: 0.608 Epoch 4 Batch 378/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.697, Loss: 0.543 Epoch 4 Batch 379/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.696, Loss: 0.607 Epoch 4 Batch 380/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.700, Loss: 0.584 Epoch 4 Batch 381/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.701, Loss: 0.608 Epoch 4 Batch 382/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.705, Loss: 0.630 Epoch 4 Batch 383/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.709, Loss: 0.571 Epoch 4 Batch 384/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.707, Loss: 0.575 Epoch 4 Batch 385/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.710, Loss: 0.601 Epoch 4 Batch 386/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.714, Loss: 0.577 Epoch 4 Batch 387/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.718, Loss: 0.594 Epoch 4 Batch 388/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.715, Loss: 0.585 Epoch 4 Batch 389/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.721, Loss: 0.583 Epoch 4 Batch 390/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.716, Loss: 0.623 Epoch 4 Batch 391/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.710, Loss: 0.586 Epoch 4 Batch 392/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.719, Loss: 0.588 Epoch 4 Batch 393/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.717, Loss: 0.562 Epoch 4 Batch 394/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.712, Loss: 0.607 Epoch 4 Batch 395/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.710, Loss: 0.556 Epoch 4 Batch 396/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.704, Loss: 0.598 Epoch 4 Batch 397/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.708, Loss: 0.567 Epoch 4 Batch 398/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.705, Loss: 0.628 Epoch 4 Batch 399/1077 - Train Accuracy: 0.650, Validation Accuracy: 0.703, Loss: 0.630 Epoch 4 Batch 400/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.701, Loss: 0.608 Epoch 4 Batch 401/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.703, Loss: 0.589 Epoch 4 Batch 402/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.705, Loss: 0.580 Epoch 4 Batch 403/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.707, Loss: 0.620 Epoch 4 Batch 404/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.712, Loss: 0.563 Epoch 4 Batch 405/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.717, Loss: 0.628 Epoch 4 Batch 406/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.713, Loss: 0.577 Epoch 4 Batch 407/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.712, Loss: 0.612 Epoch 4 Batch 408/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.711, Loss: 0.610 Epoch 4 Batch 409/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.721, Loss: 0.612 Epoch 4 Batch 410/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.714, Loss: 0.600 Epoch 4 Batch 411/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.712, Loss: 0.580 Epoch 4 Batch 412/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.712, Loss: 0.570 Epoch 4 Batch 413/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.712, Loss: 0.580 Epoch 4 Batch 414/1077 - Train Accuracy: 0.675, Validation Accuracy: 0.707, Loss: 0.618 Epoch 4 Batch 415/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.704, Loss: 0.573 Epoch 4 Batch 416/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.708, Loss: 0.569 Epoch 4 Batch 417/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.715, Loss: 0.598 Epoch 4 Batch 418/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.717, Loss: 0.569 Epoch 4 Batch 419/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.722, Loss: 0.584 Epoch 4 Batch 420/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.727, Loss: 0.559 Epoch 4 Batch 421/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.725, Loss: 0.609 Epoch 4 Batch 422/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.728, Loss: 0.573 Epoch 4 Batch 423/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.723, Loss: 0.599 Epoch 4 Batch 424/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.722, Loss: 0.634 Epoch 4 Batch 425/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.719, Loss: 0.564 Epoch 4 Batch 426/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.718, Loss: 0.595 Epoch 4 Batch 427/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.723, Loss: 0.596 Epoch 4 Batch 428/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.722, Loss: 0.565 Epoch 4 Batch 429/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.714, Loss: 0.571 Epoch 4 Batch 430/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.723, Loss: 0.575 Epoch 4 Batch 431/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.723, Loss: 0.585 Epoch 4 Batch 432/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.717, Loss: 0.592 Epoch 4 Batch 433/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.716, Loss: 0.602 Epoch 4 Batch 434/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.713, Loss: 0.616 Epoch 4 Batch 435/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.713, Loss: 0.623 Epoch 4 Batch 436/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.701, Loss: 0.581 Epoch 4 Batch 437/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.706, Loss: 0.597 Epoch 4 Batch 438/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.705, Loss: 0.587 Epoch 4 Batch 439/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.710, Loss: 0.611 Epoch 4 Batch 440/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.705, Loss: 0.599 Epoch 4 Batch 441/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.706, Loss: 0.595 Epoch 4 Batch 442/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.692, Loss: 0.570 Epoch 4 Batch 443/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.688, Loss: 0.582 Epoch 4 Batch 444/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.688, Loss: 0.607 Epoch 4 Batch 445/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.690, Loss: 0.635 Epoch 4 Batch 446/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.699, Loss: 0.546 Epoch 4 Batch 447/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.703, Loss: 0.613 Epoch 4 Batch 448/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.702, Loss: 0.600 Epoch 4 Batch 449/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.710, Loss: 0.617 Epoch 4 Batch 450/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.712, Loss: 0.589 Epoch 4 Batch 451/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.714, Loss: 0.573 Epoch 4 Batch 452/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.713, Loss: 0.603 Epoch 4 Batch 453/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.721, Loss: 0.580 Epoch 4 Batch 454/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.715, Loss: 0.594 Epoch 4 Batch 455/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.724, Loss: 0.581 Epoch 4 Batch 456/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.721, Loss: 0.603 Epoch 4 Batch 457/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.721, Loss: 0.563 Epoch 4 Batch 458/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.718, Loss: 0.605 Epoch 4 Batch 459/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.709, Loss: 0.560 Epoch 4 Batch 460/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.710, Loss: 0.611 Epoch 4 Batch 461/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.707, Loss: 0.594 Epoch 4 Batch 462/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.708, Loss: 0.586 Epoch 4 Batch 463/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.701, Loss: 0.612 Epoch 4 Batch 464/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.702, Loss: 0.584 Epoch 4 Batch 465/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.710, Loss: 0.641 Epoch 4 Batch 466/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.711, Loss: 0.558 Epoch 4 Batch 467/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.707, Loss: 0.571 Epoch 4 Batch 468/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.702, Loss: 0.607 Epoch 4 Batch 469/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.705, Loss: 0.604 Epoch 4 Batch 470/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.708, Loss: 0.612 Epoch 4 Batch 471/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.707, Loss: 0.561 Epoch 4 Batch 472/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.701, Loss: 0.569 Epoch 4 Batch 473/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.701, Loss: 0.597 Epoch 4 Batch 474/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.709, Loss: 0.608 Epoch 4 Batch 475/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.702, Loss: 0.569 Epoch 4 Batch 476/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.703, Loss: 0.594 Epoch 4 Batch 477/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.704, Loss: 0.559 Epoch 4 Batch 478/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.705, Loss: 0.607 Epoch 4 Batch 479/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.713, Loss: 0.622 Epoch 4 Batch 480/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.708, Loss: 0.595 Epoch 4 Batch 481/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.707, Loss: 0.585 Epoch 4 Batch 482/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.714, Loss: 0.636 Epoch 4 Batch 483/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.721, Loss: 0.604 Epoch 4 Batch 484/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.714, Loss: 0.576 Epoch 4 Batch 485/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.701, Loss: 0.604 Epoch 4 Batch 486/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.712, Loss: 0.586 Epoch 4 Batch 487/1077 - Train Accuracy: 0.684, Validation Accuracy: 0.702, Loss: 0.612 Epoch 4 Batch 488/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.701, Loss: 0.597 Epoch 4 Batch 489/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.694, Loss: 0.566 Epoch 4 Batch 490/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.701, Loss: 0.599 Epoch 4 Batch 491/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.702, Loss: 0.592 Epoch 4 Batch 492/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.706, Loss: 0.631 Epoch 4 Batch 493/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.706, Loss: 0.561 Epoch 4 Batch 494/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.714, Loss: 0.555 Epoch 4 Batch 495/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.721, Loss: 0.577 Epoch 4 Batch 496/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.721, Loss: 0.614 Epoch 4 Batch 497/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.718, Loss: 0.642 Epoch 4 Batch 498/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.710, Loss: 0.588 Epoch 4 Batch 499/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.713, Loss: 0.545 Epoch 4 Batch 500/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.706, Loss: 0.592 Epoch 4 Batch 501/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.710, Loss: 0.594 Epoch 4 Batch 502/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.705, Loss: 0.586 Epoch 4 Batch 503/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.714, Loss: 0.587 Epoch 4 Batch 504/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.713, Loss: 0.619 Epoch 4 Batch 505/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.712, Loss: 0.527 Epoch 4 Batch 506/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.710, Loss: 0.585 Epoch 4 Batch 507/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.705, Loss: 0.582 Epoch 4 Batch 508/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.702, Loss: 0.562 Epoch 4 Batch 509/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.695, Loss: 0.605 Epoch 4 Batch 510/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.693, Loss: 0.561 Epoch 4 Batch 511/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.697, Loss: 0.623 Epoch 4 Batch 512/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.704, Loss: 0.590 Epoch 4 Batch 513/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.705, Loss: 0.580 Epoch 4 Batch 514/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.697, Loss: 0.615 Epoch 4 Batch 515/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.697, Loss: 0.627 Epoch 4 Batch 516/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.708, Loss: 0.554 Epoch 4 Batch 517/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.707, Loss: 0.573 Epoch 4 Batch 518/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.700, Loss: 0.579 Epoch 4 Batch 519/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.703, Loss: 0.595 Epoch 4 Batch 520/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.710, Loss: 0.545 Epoch 4 Batch 521/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.710, Loss: 0.575 Epoch 4 Batch 522/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.706, Loss: 0.618 Epoch 4 Batch 523/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.704, Loss: 0.610 Epoch 4 Batch 524/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.713, Loss: 0.601 Epoch 4 Batch 525/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.701, Loss: 0.593 Epoch 4 Batch 526/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.705, Loss: 0.597 Epoch 4 Batch 527/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.712, Loss: 0.586 Epoch 4 Batch 528/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.703, Loss: 0.565 Epoch 4 Batch 529/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.703, Loss: 0.579 Epoch 4 Batch 530/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.703, Loss: 0.603 Epoch 4 Batch 531/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.708, Loss: 0.577 Epoch 4 Batch 532/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.708, Loss: 0.592 Epoch 4 Batch 533/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.709, Loss: 0.598 Epoch 4 Batch 534/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.713, Loss: 0.572 Epoch 4 Batch 535/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.706, Loss: 0.588 Epoch 4 Batch 536/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.714, Loss: 0.564 Epoch 4 Batch 537/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.707, Loss: 0.565 Epoch 4 Batch 538/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.711, Loss: 0.539 Epoch 4 Batch 539/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.705, Loss: 0.597 Epoch 4 Batch 540/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.706, Loss: 0.560 Epoch 4 Batch 541/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.708, Loss: 0.585 Epoch 4 Batch 542/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.702, Loss: 0.585 Epoch 4 Batch 543/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.707, Loss: 0.597 Epoch 4 Batch 544/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.706, Loss: 0.568 Epoch 4 Batch 545/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.701, Loss: 0.620 Epoch 4 Batch 546/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.700, Loss: 0.613 Epoch 4 Batch 547/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.706, Loss: 0.561 Epoch 4 Batch 548/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.698, Loss: 0.609 Epoch 4 Batch 549/1077 - Train Accuracy: 0.668, Validation Accuracy: 0.698, Loss: 0.634 Epoch 4 Batch 550/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.701, Loss: 0.603 Epoch 4 Batch 551/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.709, Loss: 0.604 Epoch 4 Batch 552/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.712, Loss: 0.603 Epoch 4 Batch 553/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.723, Loss: 0.604 Epoch 4 Batch 554/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.725, Loss: 0.594 Epoch 4 Batch 555/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.719, Loss: 0.578 Epoch 4 Batch 556/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.723, Loss: 0.582 Epoch 4 Batch 557/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.714, Loss: 0.582 Epoch 4 Batch 558/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.707, Loss: 0.571 Epoch 4 Batch 559/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.701, Loss: 0.582 Epoch 4 Batch 560/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.690, Loss: 0.570 Epoch 4 Batch 561/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.697, Loss: 0.577 Epoch 4 Batch 562/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.694, Loss: 0.552 Epoch 4 Batch 563/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.703, Loss: 0.612 Epoch 4 Batch 564/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.707, Loss: 0.628 Epoch 4 Batch 565/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.706, Loss: 0.581 Epoch 4 Batch 566/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.701, Loss: 0.611 Epoch 4 Batch 567/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.699, Loss: 0.593 Epoch 4 Batch 568/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.696, Loss: 0.567 Epoch 4 Batch 569/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.695, Loss: 0.581 Epoch 4 Batch 570/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.692, Loss: 0.612 Epoch 4 Batch 571/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.695, Loss: 0.537 Epoch 4 Batch 572/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.698, Loss: 0.567 Epoch 4 Batch 573/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.697, Loss: 0.609 Epoch 4 Batch 574/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.713, Loss: 0.603 Epoch 4 Batch 575/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.705, Loss: 0.585 Epoch 4 Batch 576/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.701, Loss: 0.607 Epoch 4 Batch 577/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.704, Loss: 0.600 Epoch 4 Batch 578/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.703, Loss: 0.600 Epoch 4 Batch 579/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.706, Loss: 0.554 Epoch 4 Batch 580/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.704, Loss: 0.555 Epoch 4 Batch 581/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.697, Loss: 0.557 Epoch 4 Batch 582/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.700, Loss: 0.579 Epoch 4 Batch 583/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.709, Loss: 0.599 Epoch 4 Batch 584/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.710, Loss: 0.586 Epoch 4 Batch 585/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.715, Loss: 0.536 Epoch 4 Batch 586/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.715, Loss: 0.631 Epoch 4 Batch 587/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.717, Loss: 0.554 Epoch 4 Batch 588/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.717, Loss: 0.592 Epoch 4 Batch 589/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.708, Loss: 0.600 Epoch 4 Batch 590/1077 - Train Accuracy: 0.670, Validation Accuracy: 0.707, Loss: 0.611 Epoch 4 Batch 591/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.708, Loss: 0.542 Epoch 4 Batch 592/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.700, Loss: 0.589 Epoch 4 Batch 593/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.694, Loss: 0.568 Epoch 4 Batch 594/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.703, Loss: 0.603 Epoch 4 Batch 595/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.703, Loss: 0.613 Epoch 4 Batch 596/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.701, Loss: 0.600 Epoch 4 Batch 597/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.700, Loss: 0.589 Epoch 4 Batch 598/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.698, Loss: 0.572 Epoch 4 Batch 599/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.696, Loss: 0.640 Epoch 4 Batch 600/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.693, Loss: 0.558 Epoch 4 Batch 601/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.707, Loss: 0.570 Epoch 4 Batch 602/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.707, Loss: 0.588 Epoch 4 Batch 603/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.710, Loss: 0.581 Epoch 4 Batch 604/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.709, Loss: 0.608 Epoch 4 Batch 605/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.708, Loss: 0.620 Epoch 4 Batch 606/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.704, Loss: 0.539 Epoch 4 Batch 607/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.705, Loss: 0.540 Epoch 4 Batch 608/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.705, Loss: 0.604 Epoch 4 Batch 609/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.702, Loss: 0.608 Epoch 4 Batch 610/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.701, Loss: 0.634 Epoch 4 Batch 611/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.697, Loss: 0.590 Epoch 4 Batch 612/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.705, Loss: 0.553 Epoch 4 Batch 613/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.704, Loss: 0.596 Epoch 4 Batch 614/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.710, Loss: 0.554 Epoch 4 Batch 615/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.706, Loss: 0.576 Epoch 4 Batch 616/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.710, Loss: 0.613 Epoch 4 Batch 617/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.710, Loss: 0.546 Epoch 4 Batch 618/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.715, Loss: 0.592 Epoch 4 Batch 619/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.716, Loss: 0.608 Epoch 4 Batch 620/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.714, Loss: 0.568 Epoch 4 Batch 621/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.703, Loss: 0.568 Epoch 4 Batch 622/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.702, Loss: 0.615 Epoch 4 Batch 623/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.706, Loss: 0.601 Epoch 4 Batch 624/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.707, Loss: 0.562 Epoch 4 Batch 625/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.710, Loss: 0.587 Epoch 4 Batch 626/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.711, Loss: 0.524 Epoch 4 Batch 627/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.711, Loss: 0.605 Epoch 4 Batch 628/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.717, Loss: 0.616 Epoch 4 Batch 629/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.727, Loss: 0.588 Epoch 4 Batch 630/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.721, Loss: 0.584 Epoch 4 Batch 631/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.717, Loss: 0.570 Epoch 4 Batch 632/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.719, Loss: 0.594 Epoch 4 Batch 633/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.709, Loss: 0.579 Epoch 4 Batch 634/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.713, Loss: 0.546 Epoch 4 Batch 635/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.707, Loss: 0.633 Epoch 4 Batch 636/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.705, Loss: 0.575 Epoch 4 Batch 637/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.706, Loss: 0.582 Epoch 4 Batch 638/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.707, Loss: 0.564 Epoch 4 Batch 639/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.715, Loss: 0.588 Epoch 4 Batch 640/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.714, Loss: 0.554 Epoch 4 Batch 641/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.713, Loss: 0.579 Epoch 4 Batch 642/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.718, Loss: 0.589 Epoch 4 Batch 643/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.718, Loss: 0.535 Epoch 4 Batch 644/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.712, Loss: 0.552 Epoch 4 Batch 645/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.710, Loss: 0.575 Epoch 4 Batch 646/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.710, Loss: 0.558 Epoch 4 Batch 647/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.712, Loss: 0.574 Epoch 4 Batch 648/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.721, Loss: 0.572 Epoch 4 Batch 649/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.721, Loss: 0.596 Epoch 4 Batch 650/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.711, Loss: 0.602 Epoch 4 Batch 651/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.722, Loss: 0.558 Epoch 4 Batch 652/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.723, Loss: 0.611 Epoch 4 Batch 653/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.733, Loss: 0.583 Epoch 4 Batch 654/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.730, Loss: 0.569 Epoch 4 Batch 655/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.728, Loss: 0.594 Epoch 4 Batch 656/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.730, Loss: 0.574 Epoch 4 Batch 657/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.724, Loss: 0.598 Epoch 4 Batch 658/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.726, Loss: 0.565 Epoch 4 Batch 659/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.720, Loss: 0.553 Epoch 4 Batch 660/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.721, Loss: 0.598 Epoch 4 Batch 661/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.723, Loss: 0.535 Epoch 4 Batch 662/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.712, Loss: 0.554 Epoch 4 Batch 663/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.711, Loss: 0.552 Epoch 4 Batch 664/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.709, Loss: 0.570 Epoch 4 Batch 665/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.716, Loss: 0.588 Epoch 4 Batch 666/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.718, Loss: 0.604 Epoch 4 Batch 667/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.707, Loss: 0.607 Epoch 4 Batch 668/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.705, Loss: 0.549 Epoch 4 Batch 669/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.705, Loss: 0.557 Epoch 4 Batch 670/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.703, Loss: 0.531 Epoch 4 Batch 671/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.714, Loss: 0.637 Epoch 4 Batch 672/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.712, Loss: 0.565 Epoch 4 Batch 673/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.706, Loss: 0.562 Epoch 4 Batch 674/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.708, Loss: 0.574 Epoch 4 Batch 675/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.716, Loss: 0.573 Epoch 4 Batch 676/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.717, Loss: 0.591 Epoch 4 Batch 677/1077 - Train Accuracy: 0.677, Validation Accuracy: 0.717, Loss: 0.626 Epoch 4 Batch 678/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.715, Loss: 0.555 Epoch 4 Batch 679/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.719, Loss: 0.597 Epoch 4 Batch 680/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.719, Loss: 0.560 Epoch 4 Batch 681/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.716, Loss: 0.591 Epoch 4 Batch 682/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.713, Loss: 0.591 Epoch 4 Batch 683/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.716, Loss: 0.575 Epoch 4 Batch 684/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.718, Loss: 0.563 Epoch 4 Batch 685/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.714, Loss: 0.608 Epoch 4 Batch 686/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.709, Loss: 0.553 Epoch 4 Batch 687/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.710, Loss: 0.612 Epoch 4 Batch 688/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.707, Loss: 0.583 Epoch 4 Batch 689/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.709, Loss: 0.551 Epoch 4 Batch 690/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.717, Loss: 0.557 Epoch 4 Batch 691/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.705, Loss: 0.615 Epoch 4 Batch 692/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.705, Loss: 0.542 Epoch 4 Batch 693/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.710, Loss: 0.657 Epoch 4 Batch 694/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.711, Loss: 0.554 Epoch 4 Batch 695/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.718, Loss: 0.565 Epoch 4 Batch 696/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.714, Loss: 0.627 Epoch 4 Batch 697/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.711, Loss: 0.561 Epoch 4 Batch 698/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.710, Loss: 0.564 Epoch 4 Batch 699/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.712, Loss: 0.619 Epoch 4 Batch 700/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.722, Loss: 0.572 Epoch 4 Batch 701/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.721, Loss: 0.600 Epoch 4 Batch 702/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.723, Loss: 0.590 Epoch 4 Batch 703/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.722, Loss: 0.620 Epoch 4 Batch 704/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.722, Loss: 0.583 Epoch 4 Batch 705/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.723, Loss: 0.634 Epoch 4 Batch 706/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.728, Loss: 0.575 Epoch 4 Batch 707/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.717, Loss: 0.577 Epoch 4 Batch 708/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.719, Loss: 0.593 Epoch 4 Batch 709/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.716, Loss: 0.616 Epoch 4 Batch 710/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.714, Loss: 0.575 Epoch 4 Batch 711/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.716, Loss: 0.594 Epoch 4 Batch 712/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.706, Loss: 0.575 Epoch 4 Batch 713/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.716, Loss: 0.525 Epoch 4 Batch 714/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.717, Loss: 0.559 Epoch 4 Batch 715/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.721, Loss: 0.598 Epoch 4 Batch 716/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.725, Loss: 0.554 Epoch 4 Batch 717/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.721, Loss: 0.594 Epoch 4 Batch 718/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.718, Loss: 0.588 Epoch 4 Batch 719/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.713, Loss: 0.562 Epoch 4 Batch 720/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.706, Loss: 0.618 Epoch 4 Batch 721/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.708, Loss: 0.606 Epoch 4 Batch 722/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.709, Loss: 0.581 Epoch 4 Batch 723/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.719, Loss: 0.566 Epoch 4 Batch 724/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.719, Loss: 0.606 Epoch 4 Batch 725/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.719, Loss: 0.529 Epoch 4 Batch 726/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.720, Loss: 0.558 Epoch 4 Batch 727/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.725, Loss: 0.544 Epoch 4 Batch 728/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.722, Loss: 0.566 Epoch 4 Batch 729/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.717, Loss: 0.600 Epoch 4 Batch 730/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.714, Loss: 0.596 Epoch 4 Batch 731/1077 - Train Accuracy: 0.680, Validation Accuracy: 0.716, Loss: 0.582 Epoch 4 Batch 732/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.722, Loss: 0.602 Epoch 4 Batch 733/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.721, Loss: 0.588 Epoch 4 Batch 734/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.718, Loss: 0.601 Epoch 4 Batch 735/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.714, Loss: 0.569 Epoch 4 Batch 736/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.714, Loss: 0.590 Epoch 4 Batch 737/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.714, Loss: 0.601 Epoch 4 Batch 738/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.713, Loss: 0.491 Epoch 4 Batch 739/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.712, Loss: 0.549 Epoch 4 Batch 740/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.711, Loss: 0.564 Epoch 4 Batch 741/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.719, Loss: 0.599 Epoch 4 Batch 742/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.712, Loss: 0.582 Epoch 4 Batch 743/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.708, Loss: 0.581 Epoch 4 Batch 744/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.704, Loss: 0.535 Epoch 4 Batch 745/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.711, Loss: 0.583 Epoch 4 Batch 746/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.713, Loss: 0.567 Epoch 4 Batch 747/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.714, Loss: 0.541 Epoch 4 Batch 748/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.713, Loss: 0.567 Epoch 4 Batch 749/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.716, Loss: 0.613 Epoch 4 Batch 750/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.718, Loss: 0.571 Epoch 4 Batch 751/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.715, Loss: 0.541 Epoch 4 Batch 752/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.714, Loss: 0.528 Epoch 4 Batch 753/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.716, Loss: 0.563 Epoch 4 Batch 754/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.713, Loss: 0.598 Epoch 4 Batch 755/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.715, Loss: 0.582 Epoch 4 Batch 756/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.710, Loss: 0.562 Epoch 4 Batch 757/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.722, Loss: 0.579 Epoch 4 Batch 758/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.710, Loss: 0.538 Epoch 4 Batch 759/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.711, Loss: 0.518 Epoch 4 Batch 760/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.716, Loss: 0.579 Epoch 4 Batch 761/1077 - Train Accuracy: 0.663, Validation Accuracy: 0.712, Loss: 0.598 Epoch 4 Batch 762/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.716, Loss: 0.540 Epoch 4 Batch 763/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.712, Loss: 0.538 Epoch 4 Batch 764/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.711, Loss: 0.564 Epoch 4 Batch 765/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.717, Loss: 0.550 Epoch 4 Batch 766/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.722, Loss: 0.590 Epoch 4 Batch 767/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.718, Loss: 0.571 Epoch 4 Batch 768/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.712, Loss: 0.570 Epoch 4 Batch 769/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.716, Loss: 0.587 Epoch 4 Batch 770/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.721, Loss: 0.542 Epoch 4 Batch 771/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.722, Loss: 0.578 Epoch 4 Batch 772/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.729, Loss: 0.554 Epoch 4 Batch 773/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.735, Loss: 0.556 Epoch 4 Batch 774/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.733, Loss: 0.605 Epoch 4 Batch 775/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.730, Loss: 0.571 Epoch 4 Batch 776/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.732, Loss: 0.575 Epoch 4 Batch 777/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.738, Loss: 0.582 Epoch 4 Batch 778/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.736, Loss: 0.540 Epoch 4 Batch 779/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.731, Loss: 0.576 Epoch 4 Batch 780/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.726, Loss: 0.600 Epoch 4 Batch 781/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.728, Loss: 0.532 Epoch 4 Batch 782/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.729, Loss: 0.563 Epoch 4 Batch 783/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.724, Loss: 0.585 Epoch 4 Batch 784/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.727, Loss: 0.571 Epoch 4 Batch 785/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.725, Loss: 0.536 Epoch 4 Batch 786/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.724, Loss: 0.575 Epoch 4 Batch 787/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.723, Loss: 0.539 Epoch 4 Batch 788/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.722, Loss: 0.565 Epoch 4 Batch 789/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.714, Loss: 0.601 Epoch 4 Batch 790/1077 - Train Accuracy: 0.654, Validation Accuracy: 0.711, Loss: 0.627 Epoch 4 Batch 791/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.708, Loss: 0.582 Epoch 4 Batch 792/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.695, Loss: 0.583 Epoch 4 Batch 793/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.716, Loss: 0.563 Epoch 4 Batch 794/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.713, Loss: 0.581 Epoch 4 Batch 795/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.707, Loss: 0.587 Epoch 4 Batch 796/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.710, Loss: 0.583 Epoch 4 Batch 797/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.715, Loss: 0.592 Epoch 4 Batch 798/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.714, Loss: 0.582 Epoch 4 Batch 799/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.713, Loss: 0.613 Epoch 4 Batch 800/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.713, Loss: 0.579 Epoch 4 Batch 801/1077 - Train Accuracy: 0.674, Validation Accuracy: 0.716, Loss: 0.595 Epoch 4 Batch 802/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.706, Loss: 0.559 Epoch 4 Batch 803/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.710, Loss: 0.586 Epoch 4 Batch 804/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.712, Loss: 0.577 Epoch 4 Batch 805/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.706, Loss: 0.586 Epoch 4 Batch 806/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.706, Loss: 0.575 Epoch 4 Batch 807/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.706, Loss: 0.557 Epoch 4 Batch 808/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.703, Loss: 0.588 Epoch 4 Batch 809/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.703, Loss: 0.626 Epoch 4 Batch 810/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.706, Loss: 0.549 Epoch 4 Batch 811/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.698, Loss: 0.529 Epoch 4 Batch 812/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.702, Loss: 0.583 Epoch 4 Batch 813/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.699, Loss: 0.557 Epoch 4 Batch 814/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.692, Loss: 0.584 Epoch 4 Batch 815/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.690, Loss: 0.591 Epoch 4 Batch 816/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.699, Loss: 0.588 Epoch 4 Batch 817/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.697, Loss: 0.604 Epoch 4 Batch 818/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.698, Loss: 0.585 Epoch 4 Batch 819/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.704, Loss: 0.559 Epoch 4 Batch 820/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.720, Loss: 0.588 Epoch 4 Batch 821/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.724, Loss: 0.555 Epoch 4 Batch 822/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.714, Loss: 0.569 Epoch 4 Batch 823/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.712, Loss: 0.554 Epoch 4 Batch 824/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.720, Loss: 0.535 Epoch 4 Batch 825/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.719, Loss: 0.554 Epoch 4 Batch 826/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.713, Loss: 0.534 Epoch 4 Batch 827/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.712, Loss: 0.611 Epoch 4 Batch 828/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.713, Loss: 0.585 Epoch 4 Batch 829/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.706, Loss: 0.594 Epoch 4 Batch 830/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.714, Loss: 0.586 Epoch 4 Batch 831/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.719, Loss: 0.584 Epoch 4 Batch 832/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.715, Loss: 0.565 Epoch 4 Batch 833/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.723, Loss: 0.573 Epoch 4 Batch 834/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.725, Loss: 0.585 Epoch 4 Batch 835/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.727, Loss: 0.580 Epoch 4 Batch 836/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.717, Loss: 0.598 Epoch 4 Batch 837/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.711, Loss: 0.585 Epoch 4 Batch 838/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.713, Loss: 0.552 Epoch 4 Batch 839/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.705, Loss: 0.556 Epoch 4 Batch 840/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.707, Loss: 0.547 Epoch 4 Batch 841/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.721, Loss: 0.569 Epoch 4 Batch 842/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.724, Loss: 0.544 Epoch 4 Batch 843/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.721, Loss: 0.544 Epoch 4 Batch 844/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.727, Loss: 0.536 Epoch 4 Batch 845/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.721, Loss: 0.573 Epoch 4 Batch 846/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.719, Loss: 0.586 Epoch 4 Batch 847/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.718, Loss: 0.595 Epoch 4 Batch 848/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.713, Loss: 0.569 Epoch 4 Batch 849/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.711, Loss: 0.567 Epoch 4 Batch 850/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.708, Loss: 0.618 Epoch 4 Batch 851/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.712, Loss: 0.563 Epoch 4 Batch 852/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.714, Loss: 0.582 Epoch 4 Batch 853/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.712, Loss: 0.527 Epoch 4 Batch 854/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.711, Loss: 0.582 Epoch 4 Batch 855/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.713, Loss: 0.574 Epoch 4 Batch 856/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.717, Loss: 0.599 Epoch 4 Batch 857/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.723, Loss: 0.568 Epoch 4 Batch 858/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.727, Loss: 0.545 Epoch 4 Batch 859/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.726, Loss: 0.575 Epoch 4 Batch 860/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.733, Loss: 0.547 Epoch 4 Batch 861/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.723, Loss: 0.581 Epoch 4 Batch 862/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.718, Loss: 0.562 Epoch 4 Batch 863/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.713, Loss: 0.545 Epoch 4 Batch 864/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.707, Loss: 0.550 Epoch 4 Batch 865/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.705, Loss: 0.524 Epoch 4 Batch 866/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.701, Loss: 0.555 Epoch 4 Batch 867/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.700, Loss: 0.594 Epoch 4 Batch 868/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.701, Loss: 0.561 Epoch 4 Batch 869/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.700, Loss: 0.560 Epoch 4 Batch 870/1077 - Train Accuracy: 0.660, Validation Accuracy: 0.703, Loss: 0.601 Epoch 4 Batch 871/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.704, Loss: 0.563 Epoch 4 Batch 872/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.711, Loss: 0.550 Epoch 4 Batch 873/1077 - Train Accuracy: 0.671, Validation Accuracy: 0.709, Loss: 0.585 Epoch 4 Batch 874/1077 - Train Accuracy: 0.655, Validation Accuracy: 0.715, Loss: 0.592 Epoch 4 Batch 875/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.712, Loss: 0.586 Epoch 4 Batch 876/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.713, Loss: 0.588 Epoch 4 Batch 877/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.716, Loss: 0.552 Epoch 4 Batch 878/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.717, Loss: 0.565 Epoch 4 Batch 879/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.723, Loss: 0.529 Epoch 4 Batch 880/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.725, Loss: 0.547 Epoch 4 Batch 881/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.718, Loss: 0.598 Epoch 4 Batch 882/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.719, Loss: 0.590 Epoch 4 Batch 883/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.720, Loss: 0.647 Epoch 4 Batch 884/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.719, Loss: 0.541 Epoch 4 Batch 885/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.724, Loss: 0.481 Epoch 4 Batch 886/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.723, Loss: 0.589 Epoch 4 Batch 887/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.718, Loss: 0.575 Epoch 4 Batch 888/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.724, Loss: 0.566 Epoch 4 Batch 889/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.720, Loss: 0.566 Epoch 4 Batch 890/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.716, Loss: 0.527 Epoch 4 Batch 891/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.714, Loss: 0.581 Epoch 4 Batch 892/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.712, Loss: 0.557 Epoch 4 Batch 893/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.713, Loss: 0.562 Epoch 4 Batch 894/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.714, Loss: 0.529 Epoch 4 Batch 895/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.719, Loss: 0.541 Epoch 4 Batch 896/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.718, Loss: 0.606 Epoch 4 Batch 897/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.710, Loss: 0.541 Epoch 4 Batch 898/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.719, Loss: 0.558 Epoch 4 Batch 899/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.709, Loss: 0.594 Epoch 4 Batch 900/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.708, Loss: 0.604 Epoch 4 Batch 901/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.709, Loss: 0.596 Epoch 4 Batch 902/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.704, Loss: 0.566 Epoch 4 Batch 903/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.706, Loss: 0.547 Epoch 4 Batch 904/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.701, Loss: 0.584 Epoch 4 Batch 905/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.704, Loss: 0.556 Epoch 4 Batch 906/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.709, Loss: 0.546 Epoch 4 Batch 907/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.714, Loss: 0.561 Epoch 4 Batch 908/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.716, Loss: 0.592 Epoch 4 Batch 909/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.726, Loss: 0.569 Epoch 4 Batch 910/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.725, Loss: 0.555 Epoch 4 Batch 911/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.712, Loss: 0.515 Epoch 4 Batch 912/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.714, Loss: 0.588 Epoch 4 Batch 913/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.724, Loss: 0.612 Epoch 4 Batch 914/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.727, Loss: 0.521 Epoch 4 Batch 915/1077 - Train Accuracy: 0.682, Validation Accuracy: 0.724, Loss: 0.605 Epoch 4 Batch 916/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.722, Loss: 0.586 Epoch 4 Batch 917/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.722, Loss: 0.582 Epoch 4 Batch 918/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.727, Loss: 0.520 Epoch 4 Batch 919/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.725, Loss: 0.584 Epoch 4 Batch 920/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.729, Loss: 0.588 Epoch 4 Batch 921/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.732, Loss: 0.576 Epoch 4 Batch 922/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.735, Loss: 0.558 Epoch 4 Batch 923/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.732, Loss: 0.599 Epoch 4 Batch 924/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.733, Loss: 0.595 Epoch 4 Batch 925/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.729, Loss: 0.548 Epoch 4 Batch 926/1077 - Train Accuracy: 0.694, Validation Accuracy: 0.721, Loss: 0.577 Epoch 4 Batch 927/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.718, Loss: 0.574 Epoch 4 Batch 928/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.719, Loss: 0.574 Epoch 4 Batch 929/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.719, Loss: 0.609 Epoch 4 Batch 930/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.727, Loss: 0.561 Epoch 4 Batch 931/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.723, Loss: 0.563 Epoch 4 Batch 932/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.729, Loss: 0.578 Epoch 4 Batch 933/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.723, Loss: 0.574 Epoch 4 Batch 934/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.726, Loss: 0.570 Epoch 4 Batch 935/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.724, Loss: 0.570 Epoch 4 Batch 936/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.722, Loss: 0.569 Epoch 4 Batch 937/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.729, Loss: 0.599 Epoch 4 Batch 938/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.726, Loss: 0.589 Epoch 4 Batch 939/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.721, Loss: 0.557 Epoch 4 Batch 940/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.725, Loss: 0.583 Epoch 4 Batch 941/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.733, Loss: 0.550 Epoch 4 Batch 942/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.729, Loss: 0.576 Epoch 4 Batch 943/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.721, Loss: 0.587 Epoch 4 Batch 944/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.718, Loss: 0.563 Epoch 4 Batch 945/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.721, Loss: 0.554 Epoch 4 Batch 946/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.722, Loss: 0.577 Epoch 4 Batch 947/1077 - Train Accuracy: 0.667, Validation Accuracy: 0.719, Loss: 0.635 Epoch 4 Batch 948/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.722, Loss: 0.577 Epoch 4 Batch 949/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.723, Loss: 0.522 Epoch 4 Batch 950/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.723, Loss: 0.577 Epoch 4 Batch 951/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.722, Loss: 0.561 Epoch 4 Batch 952/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.722, Loss: 0.557 Epoch 4 Batch 953/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.726, Loss: 0.553 Epoch 4 Batch 954/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.729, Loss: 0.593 Epoch 4 Batch 955/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.734, Loss: 0.575 Epoch 4 Batch 956/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.735, Loss: 0.573 Epoch 4 Batch 957/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.730, Loss: 0.535 Epoch 4 Batch 958/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.727, Loss: 0.554 Epoch 4 Batch 959/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.724, Loss: 0.546 Epoch 4 Batch 960/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.725, Loss: 0.542 Epoch 4 Batch 961/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.723, Loss: 0.597 Epoch 4 Batch 962/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.725, Loss: 0.560 Epoch 4 Batch 963/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.739, Loss: 0.629 Epoch 4 Batch 964/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.738, Loss: 0.540 Epoch 4 Batch 965/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.739, Loss: 0.600 Epoch 4 Batch 966/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.731, Loss: 0.502 Epoch 4 Batch 967/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.729, Loss: 0.543 Epoch 4 Batch 968/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.729, Loss: 0.581 Epoch 4 Batch 969/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.726, Loss: 0.560 Epoch 4 Batch 970/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.727, Loss: 0.594 Epoch 4 Batch 971/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.728, Loss: 0.550 Epoch 4 Batch 972/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.727, Loss: 0.568 Epoch 4 Batch 973/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.728, Loss: 0.515 Epoch 4 Batch 974/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.731, Loss: 0.551 Epoch 4 Batch 975/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.733, Loss: 0.535 Epoch 4 Batch 976/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.731, Loss: 0.536 Epoch 4 Batch 977/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.728, Loss: 0.546 Epoch 4 Batch 978/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.723, Loss: 0.584 Epoch 4 Batch 979/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.733, Loss: 0.594 Epoch 4 Batch 980/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.732, Loss: 0.561 Epoch 4 Batch 981/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.729, Loss: 0.576 Epoch 4 Batch 982/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.724, Loss: 0.551 Epoch 4 Batch 983/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.720, Loss: 0.591 Epoch 4 Batch 984/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.724, Loss: 0.604 Epoch 4 Batch 985/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.727, Loss: 0.545 Epoch 4 Batch 986/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.725, Loss: 0.572 Epoch 4 Batch 987/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.726, Loss: 0.535 Epoch 4 Batch 988/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.731, Loss: 0.573 Epoch 4 Batch 989/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.734, Loss: 0.581 Epoch 4 Batch 990/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.738, Loss: 0.593 Epoch 4 Batch 991/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.734, Loss: 0.582 Epoch 4 Batch 992/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.731, Loss: 0.562 Epoch 4 Batch 993/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.719, Loss: 0.544 Epoch 4 Batch 994/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.719, Loss: 0.542 Epoch 4 Batch 995/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.730, Loss: 0.549 Epoch 4 Batch 996/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.738, Loss: 0.565 Epoch 4 Batch 997/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.736, Loss: 0.583 Epoch 4 Batch 998/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.738, Loss: 0.543 Epoch 4 Batch 999/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.736, Loss: 0.559 Epoch 4 Batch 1000/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.737, Loss: 0.520 Epoch 4 Batch 1001/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.733, Loss: 0.522 Epoch 4 Batch 1002/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.728, Loss: 0.540 Epoch 4 Batch 1003/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.727, Loss: 0.561 Epoch 4 Batch 1004/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.729, Loss: 0.576 Epoch 4 Batch 1005/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.727, Loss: 0.575 Epoch 4 Batch 1006/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.724, Loss: 0.556 Epoch 4 Batch 1007/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.719, Loss: 0.522 Epoch 4 Batch 1008/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.713, Loss: 0.590 Epoch 4 Batch 1009/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.719, Loss: 0.525 Epoch 4 Batch 1010/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.723, Loss: 0.568 Epoch 4 Batch 1011/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.718, Loss: 0.572 Epoch 4 Batch 1012/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.714, Loss: 0.536 Epoch 4 Batch 1013/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.722, Loss: 0.531 Epoch 4 Batch 1014/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.723, Loss: 0.578 Epoch 4 Batch 1015/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.725, Loss: 0.580 Epoch 4 Batch 1016/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.724, Loss: 0.590 Epoch 4 Batch 1017/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.721, Loss: 0.592 Epoch 4 Batch 1018/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.716, Loss: 0.539 Epoch 4 Batch 1019/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.711, Loss: 0.611 Epoch 4 Batch 1020/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.714, Loss: 0.532 Epoch 4 Batch 1021/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.719, Loss: 0.553 Epoch 4 Batch 1022/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.720, Loss: 0.523 Epoch 4 Batch 1023/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.712, Loss: 0.527 Epoch 4 Batch 1024/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.705, Loss: 0.592 Epoch 4 Batch 1025/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.710, Loss: 0.555 Epoch 4 Batch 1026/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.707, Loss: 0.532 Epoch 4 Batch 1027/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.713, Loss: 0.586 Epoch 4 Batch 1028/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.710, Loss: 0.558 Epoch 4 Batch 1029/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.713, Loss: 0.562 Epoch 4 Batch 1030/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.718, Loss: 0.584 Epoch 4 Batch 1031/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.714, Loss: 0.608 Epoch 4 Batch 1032/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.718, Loss: 0.542 Epoch 4 Batch 1033/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.716, Loss: 0.540 Epoch 4 Batch 1034/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.715, Loss: 0.583 Epoch 4 Batch 1035/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.719, Loss: 0.521 Epoch 4 Batch 1036/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.717, Loss: 0.554 Epoch 4 Batch 1037/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.719, Loss: 0.585 Epoch 4 Batch 1038/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.712, Loss: 0.559 Epoch 4 Batch 1039/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.715, Loss: 0.535 Epoch 4 Batch 1040/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.716, Loss: 0.596 Epoch 4 Batch 1041/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.714, Loss: 0.585 Epoch 4 Batch 1042/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.715, Loss: 0.561 Epoch 4 Batch 1043/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.716, Loss: 0.571 Epoch 4 Batch 1044/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.718, Loss: 0.573 Epoch 4 Batch 1045/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.719, Loss: 0.590 Epoch 4 Batch 1046/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.716, Loss: 0.531 Epoch 4 Batch 1047/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.720, Loss: 0.559 Epoch 4 Batch 1048/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.718, Loss: 0.585 Epoch 4 Batch 1049/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.713, Loss: 0.588 Epoch 4 Batch 1050/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.720, Loss: 0.577 Epoch 4 Batch 1051/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.721, Loss: 0.547 Epoch 4 Batch 1052/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.724, Loss: 0.540 Epoch 4 Batch 1053/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.735, Loss: 0.550 Epoch 4 Batch 1054/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.730, Loss: 0.575 Epoch 4 Batch 1055/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.726, Loss: 0.551 Epoch 4 Batch 1056/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.725, Loss: 0.557 Epoch 4 Batch 1057/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.725, Loss: 0.591 Epoch 4 Batch 1058/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.724, Loss: 0.613 Epoch 4 Batch 1059/1077 - Train Accuracy: 0.696, Validation Accuracy: 0.727, Loss: 0.610 Epoch 4 Batch 1060/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.728, Loss: 0.533 Epoch 4 Batch 1061/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.725, Loss: 0.593 Epoch 4 Batch 1062/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.723, Loss: 0.570 Epoch 4 Batch 1063/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.721, Loss: 0.549 Epoch 4 Batch 1064/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.719, Loss: 0.561 Epoch 4 Batch 1065/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.721, Loss: 0.528 Epoch 4 Batch 1066/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.720, Loss: 0.550 Epoch 4 Batch 1067/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.723, Loss: 0.560 Epoch 4 Batch 1068/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.723, Loss: 0.553 Epoch 4 Batch 1069/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.719, Loss: 0.520 Epoch 4 Batch 1070/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.716, Loss: 0.561 Epoch 4 Batch 1071/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.716, Loss: 0.563 Epoch 4 Batch 1072/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.716, Loss: 0.551 Epoch 4 Batch 1073/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.714, Loss: 0.583 Epoch 4 Batch 1074/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.714, Loss: 0.587 Epoch 4 Batch 1075/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.718, Loss: 0.597 Epoch 5 Batch 0/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.720, Loss: 0.514 Epoch 5 Batch 1/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.719, Loss: 0.554 Epoch 5 Batch 2/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.722, Loss: 0.580 Epoch 5 Batch 3/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.718, Loss: 0.557 Epoch 5 Batch 4/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.718, Loss: 0.585 Epoch 5 Batch 5/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.716, Loss: 0.589 Epoch 5 Batch 6/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.723, Loss: 0.587 Epoch 5 Batch 7/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.721, Loss: 0.553 Epoch 5 Batch 8/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.721, Loss: 0.551 Epoch 5 Batch 9/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.719, Loss: 0.574 Epoch 5 Batch 10/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.714, Loss: 0.586 Epoch 5 Batch 11/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.714, Loss: 0.565 Epoch 5 Batch 12/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.719, Loss: 0.591 Epoch 5 Batch 13/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.711, Loss: 0.541 Epoch 5 Batch 14/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.721, Loss: 0.518 Epoch 5 Batch 15/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.721, Loss: 0.545 Epoch 5 Batch 16/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.725, Loss: 0.565 Epoch 5 Batch 17/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.730, Loss: 0.542 Epoch 5 Batch 18/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.729, Loss: 0.566 Epoch 5 Batch 19/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.728, Loss: 0.568 Epoch 5 Batch 20/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.727, Loss: 0.541 Epoch 5 Batch 21/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.721, Loss: 0.596 Epoch 5 Batch 22/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.723, Loss: 0.568 Epoch 5 Batch 23/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.729, Loss: 0.551 Epoch 5 Batch 24/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.722, Loss: 0.548 Epoch 5 Batch 25/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.714, Loss: 0.531 Epoch 5 Batch 26/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.716, Loss: 0.596 Epoch 5 Batch 27/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.715, Loss: 0.517 Epoch 5 Batch 28/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.715, Loss: 0.548 Epoch 5 Batch 29/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.720, Loss: 0.552 Epoch 5 Batch 30/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.730, Loss: 0.544 Epoch 5 Batch 31/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.729, Loss: 0.553 Epoch 5 Batch 32/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.725, Loss: 0.525 Epoch 5 Batch 33/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.721, Loss: 0.530 Epoch 5 Batch 34/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.720, Loss: 0.560 Epoch 5 Batch 35/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.725, Loss: 0.554 Epoch 5 Batch 36/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.727, Loss: 0.556 Epoch 5 Batch 37/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.730, Loss: 0.565 Epoch 5 Batch 38/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.729, Loss: 0.605 Epoch 5 Batch 39/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.736, Loss: 0.612 Epoch 5 Batch 40/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.729, Loss: 0.539 Epoch 5 Batch 41/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.730, Loss: 0.575 Epoch 5 Batch 42/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.729, Loss: 0.572 Epoch 5 Batch 43/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.727, Loss: 0.561 Epoch 5 Batch 44/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.737, Loss: 0.580 Epoch 5 Batch 45/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.737, Loss: 0.548 Epoch 5 Batch 46/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.735, Loss: 0.602 Epoch 5 Batch 47/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.727, Loss: 0.553 Epoch 5 Batch 48/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.721, Loss: 0.598 Epoch 5 Batch 49/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.723, Loss: 0.560 Epoch 5 Batch 50/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.725, Loss: 0.559 Epoch 5 Batch 51/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.729, Loss: 0.527 Epoch 5 Batch 52/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.728, Loss: 0.564 Epoch 5 Batch 53/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.729, Loss: 0.566 Epoch 5 Batch 54/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.728, Loss: 0.610 Epoch 5 Batch 55/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.742, Loss: 0.542 Epoch 5 Batch 56/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.739, Loss: 0.538 Epoch 5 Batch 57/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.738, Loss: 0.513 Epoch 5 Batch 58/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.736, Loss: 0.547 Epoch 5 Batch 59/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.727, Loss: 0.577 Epoch 5 Batch 60/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.725, Loss: 0.533 Epoch 5 Batch 61/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.719, Loss: 0.565 Epoch 5 Batch 62/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.715, Loss: 0.598 Epoch 5 Batch 63/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.722, Loss: 0.514 Epoch 5 Batch 64/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.725, Loss: 0.550 Epoch 5 Batch 65/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.726, Loss: 0.575 Epoch 5 Batch 66/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.721, Loss: 0.553 Epoch 5 Batch 67/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.721, Loss: 0.539 Epoch 5 Batch 68/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.721, Loss: 0.588 Epoch 5 Batch 69/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.719, Loss: 0.596 Epoch 5 Batch 70/1077 - Train Accuracy: 0.678, Validation Accuracy: 0.729, Loss: 0.589 Epoch 5 Batch 71/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.727, Loss: 0.532 Epoch 5 Batch 72/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.729, Loss: 0.558 Epoch 5 Batch 73/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.725, Loss: 0.570 Epoch 5 Batch 74/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.726, Loss: 0.517 Epoch 5 Batch 75/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.731, Loss: 0.575 Epoch 5 Batch 76/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.732, Loss: 0.533 Epoch 5 Batch 77/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.732, Loss: 0.572 Epoch 5 Batch 78/1077 - Train Accuracy: 0.685, Validation Accuracy: 0.730, Loss: 0.584 Epoch 5 Batch 79/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.723, Loss: 0.559 Epoch 5 Batch 80/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.723, Loss: 0.581 Epoch 5 Batch 81/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.729, Loss: 0.546 Epoch 5 Batch 82/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.723, Loss: 0.500 Epoch 5 Batch 83/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.727, Loss: 0.596 Epoch 5 Batch 84/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.725, Loss: 0.569 Epoch 5 Batch 85/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.730, Loss: 0.538 Epoch 5 Batch 86/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.732, Loss: 0.564 Epoch 5 Batch 87/1077 - Train Accuracy: 0.705, Validation Accuracy: 0.722, Loss: 0.591 Epoch 5 Batch 88/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.728, Loss: 0.562 Epoch 5 Batch 89/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.734, Loss: 0.561 Epoch 5 Batch 90/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.732, Loss: 0.580 Epoch 5 Batch 91/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.720, Loss: 0.503 Epoch 5 Batch 92/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.722, Loss: 0.551 Epoch 5 Batch 93/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.729, Loss: 0.554 Epoch 5 Batch 94/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.733, Loss: 0.516 Epoch 5 Batch 95/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.730, Loss: 0.580 Epoch 5 Batch 96/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.723, Loss: 0.564 Epoch 5 Batch 97/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.720, Loss: 0.563 Epoch 5 Batch 98/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.719, Loss: 0.541 Epoch 5 Batch 99/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.717, Loss: 0.574 Epoch 5 Batch 100/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.722, Loss: 0.559 Epoch 5 Batch 101/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.728, Loss: 0.566 Epoch 5 Batch 102/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.720, Loss: 0.525 Epoch 5 Batch 103/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.722, Loss: 0.622 Epoch 5 Batch 104/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.722, Loss: 0.573 Epoch 5 Batch 105/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.728, Loss: 0.547 Epoch 5 Batch 106/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.726, Loss: 0.603 Epoch 5 Batch 107/1077 - Train Accuracy: 0.693, Validation Accuracy: 0.721, Loss: 0.536 Epoch 5 Batch 108/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.719, Loss: 0.510 Epoch 5 Batch 109/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.721, Loss: 0.541 Epoch 5 Batch 110/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.715, Loss: 0.539 Epoch 5 Batch 111/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.726, Loss: 0.576 Epoch 5 Batch 112/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.733, Loss: 0.543 Epoch 5 Batch 113/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.733, Loss: 0.581 Epoch 5 Batch 114/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.735, Loss: 0.527 Epoch 5 Batch 115/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.733, Loss: 0.552 Epoch 5 Batch 116/1077 - Train Accuracy: 0.689, Validation Accuracy: 0.730, Loss: 0.596 Epoch 5 Batch 117/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.729, Loss: 0.557 Epoch 5 Batch 118/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.725, Loss: 0.599 Epoch 5 Batch 119/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.727, Loss: 0.550 Epoch 5 Batch 120/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.731, Loss: 0.559 Epoch 5 Batch 121/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.733, Loss: 0.551 Epoch 5 Batch 122/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.729, Loss: 0.556 Epoch 5 Batch 123/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.727, Loss: 0.535 Epoch 5 Batch 124/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.728, Loss: 0.574 Epoch 5 Batch 125/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.732, Loss: 0.556 Epoch 5 Batch 126/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.735, Loss: 0.543 Epoch 5 Batch 127/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.736, Loss: 0.554 Epoch 5 Batch 128/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.734, Loss: 0.530 Epoch 5 Batch 129/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.725, Loss: 0.534 Epoch 5 Batch 130/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.730, Loss: 0.525 Epoch 5 Batch 131/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.735, Loss: 0.566 Epoch 5 Batch 132/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.733, Loss: 0.576 Epoch 5 Batch 133/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.735, Loss: 0.555 Epoch 5 Batch 134/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.729, Loss: 0.525 Epoch 5 Batch 135/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.731, Loss: 0.578 Epoch 5 Batch 136/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.735, Loss: 0.563 Epoch 5 Batch 137/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.725, Loss: 0.508 Epoch 5 Batch 138/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.719, Loss: 0.547 Epoch 5 Batch 139/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.722, Loss: 0.561 Epoch 5 Batch 140/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.731, Loss: 0.586 Epoch 5 Batch 141/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.728, Loss: 0.566 Epoch 5 Batch 142/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.728, Loss: 0.512 Epoch 5 Batch 143/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.724, Loss: 0.560 Epoch 5 Batch 144/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.719, Loss: 0.614 Epoch 5 Batch 145/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.727, Loss: 0.556 Epoch 5 Batch 146/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.727, Loss: 0.578 Epoch 5 Batch 147/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.730, Loss: 0.592 Epoch 5 Batch 148/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.729, Loss: 0.552 Epoch 5 Batch 149/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.734, Loss: 0.544 Epoch 5 Batch 150/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.734, Loss: 0.540 Epoch 5 Batch 151/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.738, Loss: 0.518 Epoch 5 Batch 152/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.734, Loss: 0.545 Epoch 5 Batch 153/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.729, Loss: 0.584 Epoch 5 Batch 154/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.723, Loss: 0.584 Epoch 5 Batch 155/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.729, Loss: 0.568 Epoch 5 Batch 156/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.732, Loss: 0.544 Epoch 5 Batch 157/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.731, Loss: 0.557 Epoch 5 Batch 158/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.731, Loss: 0.542 Epoch 5 Batch 159/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.728, Loss: 0.509 Epoch 5 Batch 160/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.722, Loss: 0.536 Epoch 5 Batch 161/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.719, Loss: 0.551 Epoch 5 Batch 162/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.725, Loss: 0.591 Epoch 5 Batch 163/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.726, Loss: 0.589 Epoch 5 Batch 164/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.724, Loss: 0.553 Epoch 5 Batch 165/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.722, Loss: 0.525 Epoch 5 Batch 166/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.716, Loss: 0.575 Epoch 5 Batch 167/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.713, Loss: 0.600 Epoch 5 Batch 168/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.713, Loss: 0.595 Epoch 5 Batch 169/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.713, Loss: 0.546 Epoch 5 Batch 170/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.718, Loss: 0.592 Epoch 5 Batch 171/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.719, Loss: 0.512 Epoch 5 Batch 172/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.720, Loss: 0.512 Epoch 5 Batch 173/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.732, Loss: 0.589 Epoch 5 Batch 174/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.731, Loss: 0.538 Epoch 5 Batch 175/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.737, Loss: 0.519 Epoch 5 Batch 176/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.737, Loss: 0.555 Epoch 5 Batch 177/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.732, Loss: 0.584 Epoch 5 Batch 178/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.734, Loss: 0.540 Epoch 5 Batch 179/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.733, Loss: 0.592 Epoch 5 Batch 180/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.728, Loss: 0.568 Epoch 5 Batch 181/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.723, Loss: 0.558 Epoch 5 Batch 182/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.724, Loss: 0.562 Epoch 5 Batch 183/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.728, Loss: 0.568 Epoch 5 Batch 184/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.734, Loss: 0.533 Epoch 5 Batch 185/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.731, Loss: 0.575 Epoch 5 Batch 186/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.733, Loss: 0.585 Epoch 5 Batch 187/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.731, Loss: 0.565 Epoch 5 Batch 188/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.727, Loss: 0.567 Epoch 5 Batch 189/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.726, Loss: 0.547 Epoch 5 Batch 190/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.725, Loss: 0.542 Epoch 5 Batch 191/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.714, Loss: 0.492 Epoch 5 Batch 192/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.717, Loss: 0.565 Epoch 5 Batch 193/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.723, Loss: 0.526 Epoch 5 Batch 194/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.730, Loss: 0.517 Epoch 5 Batch 195/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.730, Loss: 0.548 Epoch 5 Batch 196/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.727, Loss: 0.546 Epoch 5 Batch 197/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.722, Loss: 0.536 Epoch 5 Batch 198/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.719, Loss: 0.511 Epoch 5 Batch 199/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.727, Loss: 0.539 Epoch 5 Batch 200/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.729, Loss: 0.553 Epoch 5 Batch 201/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.730, Loss: 0.531 Epoch 5 Batch 202/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.730, Loss: 0.571 Epoch 5 Batch 203/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.732, Loss: 0.548 Epoch 5 Batch 204/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.723, Loss: 0.578 Epoch 5 Batch 205/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.719, Loss: 0.556 Epoch 5 Batch 206/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.728, Loss: 0.550 Epoch 5 Batch 207/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.733, Loss: 0.556 Epoch 5 Batch 208/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.734, Loss: 0.535 Epoch 5 Batch 209/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.731, Loss: 0.502 Epoch 5 Batch 210/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.719, Loss: 0.555 Epoch 5 Batch 211/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.724, Loss: 0.553 Epoch 5 Batch 212/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.728, Loss: 0.512 Epoch 5 Batch 213/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.728, Loss: 0.512 Epoch 5 Batch 214/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.723, Loss: 0.545 Epoch 5 Batch 215/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.716, Loss: 0.552 Epoch 5 Batch 216/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.712, Loss: 0.544 Epoch 5 Batch 217/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.714, Loss: 0.527 Epoch 5 Batch 218/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.718, Loss: 0.590 Epoch 5 Batch 219/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.718, Loss: 0.541 Epoch 5 Batch 220/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.721, Loss: 0.565 Epoch 5 Batch 221/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.728, Loss: 0.553 Epoch 5 Batch 222/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.716, Loss: 0.559 Epoch 5 Batch 223/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.723, Loss: 0.500 Epoch 5 Batch 224/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.730, Loss: 0.552 Epoch 5 Batch 225/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.728, Loss: 0.546 Epoch 5 Batch 226/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.725, Loss: 0.554 Epoch 5 Batch 227/1077 - Train Accuracy: 0.679, Validation Accuracy: 0.725, Loss: 0.605 Epoch 5 Batch 228/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.722, Loss: 0.534 Epoch 5 Batch 229/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.723, Loss: 0.553 Epoch 5 Batch 230/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.727, Loss: 0.523 Epoch 5 Batch 231/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.731, Loss: 0.568 Epoch 5 Batch 232/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.723, Loss: 0.579 Epoch 5 Batch 233/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.728, Loss: 0.581 Epoch 5 Batch 234/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.728, Loss: 0.569 Epoch 5 Batch 235/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.731, Loss: 0.508 Epoch 5 Batch 236/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.729, Loss: 0.576 Epoch 5 Batch 237/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.732, Loss: 0.508 Epoch 5 Batch 238/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.733, Loss: 0.539 Epoch 5 Batch 239/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.727, Loss: 0.506 Epoch 5 Batch 240/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.731, Loss: 0.517 Epoch 5 Batch 241/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.734, Loss: 0.501 Epoch 5 Batch 242/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.732, Loss: 0.541 Epoch 5 Batch 243/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.730, Loss: 0.574 Epoch 5 Batch 244/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.730, Loss: 0.545 Epoch 5 Batch 245/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.729, Loss: 0.517 Epoch 5 Batch 246/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.727, Loss: 0.551 Epoch 5 Batch 247/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.736, Loss: 0.522 Epoch 5 Batch 248/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.738, Loss: 0.531 Epoch 5 Batch 249/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.739, Loss: 0.529 Epoch 5 Batch 250/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.741, Loss: 0.519 Epoch 5 Batch 251/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.739, Loss: 0.542 Epoch 5 Batch 252/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.737, Loss: 0.543 Epoch 5 Batch 253/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.729, Loss: 0.539 Epoch 5 Batch 254/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.730, Loss: 0.563 Epoch 5 Batch 255/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.733, Loss: 0.542 Epoch 5 Batch 256/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.733, Loss: 0.564 Epoch 5 Batch 257/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.737, Loss: 0.528 Epoch 5 Batch 258/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.730, Loss: 0.516 Epoch 5 Batch 259/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.727, Loss: 0.559 Epoch 5 Batch 260/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.727, Loss: 0.501 Epoch 5 Batch 261/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.731, Loss: 0.549 Epoch 5 Batch 262/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.738, Loss: 0.544 Epoch 5 Batch 263/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.736, Loss: 0.542 Epoch 5 Batch 264/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.733, Loss: 0.549 Epoch 5 Batch 265/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.729, Loss: 0.561 Epoch 5 Batch 266/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.722, Loss: 0.547 Epoch 5 Batch 267/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.714, Loss: 0.513 Epoch 5 Batch 268/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.722, Loss: 0.536 Epoch 5 Batch 269/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.727, Loss: 0.586 Epoch 5 Batch 270/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.718, Loss: 0.582 Epoch 5 Batch 271/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.717, Loss: 0.536 Epoch 5 Batch 272/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.717, Loss: 0.583 Epoch 5 Batch 273/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.718, Loss: 0.535 Epoch 5 Batch 274/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.717, Loss: 0.538 Epoch 5 Batch 275/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.717, Loss: 0.523 Epoch 5 Batch 276/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.717, Loss: 0.595 Epoch 5 Batch 277/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.714, Loss: 0.506 Epoch 5 Batch 278/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.711, Loss: 0.580 Epoch 5 Batch 279/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.710, Loss: 0.592 Epoch 5 Batch 280/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.710, Loss: 0.572 Epoch 5 Batch 281/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.713, Loss: 0.576 Epoch 5 Batch 282/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.715, Loss: 0.582 Epoch 5 Batch 283/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.710, Loss: 0.555 Epoch 5 Batch 284/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.712, Loss: 0.582 Epoch 5 Batch 285/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.711, Loss: 0.540 Epoch 5 Batch 286/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.727, Loss: 0.510 Epoch 5 Batch 287/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.729, Loss: 0.534 Epoch 5 Batch 288/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.733, Loss: 0.566 Epoch 5 Batch 289/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.729, Loss: 0.530 Epoch 5 Batch 290/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.725, Loss: 0.555 Epoch 5 Batch 291/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.724, Loss: 0.565 Epoch 5 Batch 292/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.730, Loss: 0.522 Epoch 5 Batch 293/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.726, Loss: 0.594 Epoch 5 Batch 294/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.721, Loss: 0.515 Epoch 5 Batch 295/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.722, Loss: 0.592 Epoch 5 Batch 296/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.726, Loss: 0.530 Epoch 5 Batch 297/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.726, Loss: 0.574 Epoch 5 Batch 298/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.726, Loss: 0.570 Epoch 5 Batch 299/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.728, Loss: 0.542 Epoch 5 Batch 300/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.730, Loss: 0.576 Epoch 5 Batch 301/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.734, Loss: 0.526 Epoch 5 Batch 302/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.733, Loss: 0.554 Epoch 5 Batch 303/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.732, Loss: 0.560 Epoch 5 Batch 304/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.730, Loss: 0.507 Epoch 5 Batch 305/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.734, Loss: 0.545 Epoch 5 Batch 306/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.722, Loss: 0.530 Epoch 5 Batch 307/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.724, Loss: 0.554 Epoch 5 Batch 308/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.732, Loss: 0.591 Epoch 5 Batch 309/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.733, Loss: 0.515 Epoch 5 Batch 310/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.730, Loss: 0.572 Epoch 5 Batch 311/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.723, Loss: 0.521 Epoch 5 Batch 312/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.717, Loss: 0.581 Epoch 5 Batch 313/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.722, Loss: 0.558 Epoch 5 Batch 314/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.728, Loss: 0.540 Epoch 5 Batch 315/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.719, Loss: 0.528 Epoch 5 Batch 316/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.720, Loss: 0.529 Epoch 5 Batch 317/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.721, Loss: 0.579 Epoch 5 Batch 318/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.718, Loss: 0.537 Epoch 5 Batch 319/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.716, Loss: 0.552 Epoch 5 Batch 320/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.728, Loss: 0.557 Epoch 5 Batch 321/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.729, Loss: 0.523 Epoch 5 Batch 322/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.723, Loss: 0.518 Epoch 5 Batch 323/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.725, Loss: 0.519 Epoch 5 Batch 324/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.722, Loss: 0.542 Epoch 5 Batch 325/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.720, Loss: 0.521 Epoch 5 Batch 326/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.723, Loss: 0.561 Epoch 5 Batch 327/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.723, Loss: 0.583 Epoch 5 Batch 328/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.724, Loss: 0.573 Epoch 5 Batch 329/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.725, Loss: 0.574 Epoch 5 Batch 330/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.721, Loss: 0.539 Epoch 5 Batch 331/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.723, Loss: 0.573 Epoch 5 Batch 332/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.724, Loss: 0.483 Epoch 5 Batch 333/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.726, Loss: 0.552 Epoch 5 Batch 334/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.723, Loss: 0.540 Epoch 5 Batch 335/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.723, Loss: 0.495 Epoch 5 Batch 336/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.715, Loss: 0.581 Epoch 5 Batch 337/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.717, Loss: 0.565 Epoch 5 Batch 338/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.724, Loss: 0.577 Epoch 5 Batch 339/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.726, Loss: 0.511 Epoch 5 Batch 340/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.732, Loss: 0.550 Epoch 5 Batch 341/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.731, Loss: 0.577 Epoch 5 Batch 342/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.732, Loss: 0.512 Epoch 5 Batch 343/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.729, Loss: 0.557 Epoch 5 Batch 344/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.727, Loss: 0.538 Epoch 5 Batch 345/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.727, Loss: 0.522 Epoch 5 Batch 346/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.736, Loss: 0.560 Epoch 5 Batch 347/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.738, Loss: 0.510 Epoch 5 Batch 348/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.741, Loss: 0.514 Epoch 5 Batch 349/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.746, Loss: 0.549 Epoch 5 Batch 350/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.738, Loss: 0.559 Epoch 5 Batch 351/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.729, Loss: 0.588 Epoch 5 Batch 352/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.735, Loss: 0.554 Epoch 5 Batch 353/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.736, Loss: 0.602 Epoch 5 Batch 354/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.739, Loss: 0.576 Epoch 5 Batch 355/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.734, Loss: 0.562 Epoch 5 Batch 356/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.732, Loss: 0.530 Epoch 5 Batch 357/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.733, Loss: 0.514 Epoch 5 Batch 358/1077 - Train Accuracy: 0.686, Validation Accuracy: 0.733, Loss: 0.583 Epoch 5 Batch 359/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.735, Loss: 0.547 Epoch 5 Batch 360/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.741, Loss: 0.536 Epoch 5 Batch 361/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.745, Loss: 0.577 Epoch 5 Batch 362/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.741, Loss: 0.546 Epoch 5 Batch 363/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.737, Loss: 0.556 Epoch 5 Batch 364/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.738, Loss: 0.560 Epoch 5 Batch 365/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.737, Loss: 0.538 Epoch 5 Batch 366/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.740, Loss: 0.564 Epoch 5 Batch 367/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.736, Loss: 0.479 Epoch 5 Batch 368/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.735, Loss: 0.554 Epoch 5 Batch 369/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.737, Loss: 0.516 Epoch 5 Batch 370/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.737, Loss: 0.527 Epoch 5 Batch 371/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.737, Loss: 0.545 Epoch 5 Batch 372/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.731, Loss: 0.513 Epoch 5 Batch 373/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.732, Loss: 0.509 Epoch 5 Batch 374/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.731, Loss: 0.577 Epoch 5 Batch 375/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.725, Loss: 0.526 Epoch 5 Batch 376/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.726, Loss: 0.485 Epoch 5 Batch 377/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.726, Loss: 0.567 Epoch 5 Batch 378/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.724, Loss: 0.504 Epoch 5 Batch 379/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.725, Loss: 0.558 Epoch 5 Batch 380/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.728, Loss: 0.532 Epoch 5 Batch 381/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.728, Loss: 0.550 Epoch 5 Batch 382/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.727, Loss: 0.575 Epoch 5 Batch 383/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.723, Loss: 0.533 Epoch 5 Batch 384/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.730, Loss: 0.523 Epoch 5 Batch 385/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.730, Loss: 0.544 Epoch 5 Batch 386/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.732, Loss: 0.543 Epoch 5 Batch 387/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.730, Loss: 0.535 Epoch 5 Batch 388/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.737, Loss: 0.535 Epoch 5 Batch 389/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.736, Loss: 0.529 Epoch 5 Batch 390/1077 - Train Accuracy: 0.698, Validation Accuracy: 0.733, Loss: 0.553 Epoch 5 Batch 391/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.731, Loss: 0.532 Epoch 5 Batch 392/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.730, Loss: 0.525 Epoch 5 Batch 393/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.732, Loss: 0.503 Epoch 5 Batch 394/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.734, Loss: 0.558 Epoch 5 Batch 395/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.743, Loss: 0.509 Epoch 5 Batch 396/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.743, Loss: 0.561 Epoch 5 Batch 397/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.749, Loss: 0.534 Epoch 5 Batch 398/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.747, Loss: 0.590 Epoch 5 Batch 399/1077 - Train Accuracy: 0.683, Validation Accuracy: 0.744, Loss: 0.576 Epoch 5 Batch 400/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.745, Loss: 0.560 Epoch 5 Batch 401/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.739, Loss: 0.521 Epoch 5 Batch 402/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.739, Loss: 0.532 Epoch 5 Batch 403/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.736, Loss: 0.565 Epoch 5 Batch 404/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.735, Loss: 0.504 Epoch 5 Batch 405/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.737, Loss: 0.570 Epoch 5 Batch 406/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.730, Loss: 0.540 Epoch 5 Batch 407/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.735, Loss: 0.598 Epoch 5 Batch 408/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.737, Loss: 0.554 Epoch 5 Batch 409/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.734, Loss: 0.559 Epoch 5 Batch 410/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.733, Loss: 0.567 Epoch 5 Batch 411/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.731, Loss: 0.519 Epoch 5 Batch 412/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.729, Loss: 0.528 Epoch 5 Batch 413/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.733, Loss: 0.535 Epoch 5 Batch 414/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.738, Loss: 0.569 Epoch 5 Batch 415/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.732, Loss: 0.525 Epoch 5 Batch 416/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.731, Loss: 0.535 Epoch 5 Batch 417/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.743, Loss: 0.569 Epoch 5 Batch 418/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.740, Loss: 0.537 Epoch 5 Batch 419/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.744, Loss: 0.554 Epoch 5 Batch 420/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.732, Loss: 0.533 Epoch 5 Batch 421/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.728, Loss: 0.553 Epoch 5 Batch 422/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.729, Loss: 0.514 Epoch 5 Batch 423/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.735, Loss: 0.551 Epoch 5 Batch 424/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.741, Loss: 0.567 Epoch 5 Batch 425/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.744, Loss: 0.512 Epoch 5 Batch 426/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.743, Loss: 0.552 Epoch 5 Batch 427/1077 - Train Accuracy: 0.692, Validation Accuracy: 0.745, Loss: 0.541 Epoch 5 Batch 428/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.746, Loss: 0.517 Epoch 5 Batch 429/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.749, Loss: 0.525 Epoch 5 Batch 430/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.746, Loss: 0.554 Epoch 5 Batch 431/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.738, Loss: 0.550 Epoch 5 Batch 432/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.739, Loss: 0.537 Epoch 5 Batch 433/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.736, Loss: 0.552 Epoch 5 Batch 434/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.729, Loss: 0.555 Epoch 5 Batch 435/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.721, Loss: 0.588 Epoch 5 Batch 436/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.716, Loss: 0.518 Epoch 5 Batch 437/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.726, Loss: 0.537 Epoch 5 Batch 438/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.727, Loss: 0.555 Epoch 5 Batch 439/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.728, Loss: 0.574 Epoch 5 Batch 440/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.733, Loss: 0.553 Epoch 5 Batch 441/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.736, Loss: 0.534 Epoch 5 Batch 442/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.726, Loss: 0.515 Epoch 5 Batch 443/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.733, Loss: 0.535 Epoch 5 Batch 444/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.740, Loss: 0.544 Epoch 5 Batch 445/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.738, Loss: 0.595 Epoch 5 Batch 446/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.725, Loss: 0.487 Epoch 5 Batch 447/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.728, Loss: 0.547 Epoch 5 Batch 448/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.724, Loss: 0.554 Epoch 5 Batch 449/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.721, Loss: 0.593 Epoch 5 Batch 450/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.718, Loss: 0.548 Epoch 5 Batch 451/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.723, Loss: 0.537 Epoch 5 Batch 452/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.718, Loss: 0.550 Epoch 5 Batch 453/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.716, Loss: 0.526 Epoch 5 Batch 454/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.726, Loss: 0.555 Epoch 5 Batch 455/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.725, Loss: 0.522 Epoch 5 Batch 456/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.730, Loss: 0.540 Epoch 5 Batch 457/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.737, Loss: 0.515 Epoch 5 Batch 458/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.736, Loss: 0.545 Epoch 5 Batch 459/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.736, Loss: 0.512 Epoch 5 Batch 460/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.739, Loss: 0.573 Epoch 5 Batch 461/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.730, Loss: 0.555 Epoch 5 Batch 462/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.724, Loss: 0.531 Epoch 5 Batch 463/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.718, Loss: 0.564 Epoch 5 Batch 464/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.723, Loss: 0.526 Epoch 5 Batch 465/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.729, Loss: 0.599 Epoch 5 Batch 466/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.735, Loss: 0.532 Epoch 5 Batch 467/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.735, Loss: 0.526 Epoch 5 Batch 468/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.738, Loss: 0.546 Epoch 5 Batch 469/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.743, Loss: 0.559 Epoch 5 Batch 470/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.740, Loss: 0.577 Epoch 5 Batch 471/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.740, Loss: 0.529 Epoch 5 Batch 472/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.732, Loss: 0.524 Epoch 5 Batch 473/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.725, Loss: 0.551 Epoch 5 Batch 474/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.724, Loss: 0.543 Epoch 5 Batch 475/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.723, Loss: 0.520 Epoch 5 Batch 476/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.724, Loss: 0.549 Epoch 5 Batch 477/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.731, Loss: 0.510 Epoch 5 Batch 478/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.738, Loss: 0.579 Epoch 5 Batch 479/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.736, Loss: 0.569 Epoch 5 Batch 480/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.739, Loss: 0.568 Epoch 5 Batch 481/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.735, Loss: 0.551 Epoch 5 Batch 482/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.732, Loss: 0.579 Epoch 5 Batch 483/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.736, Loss: 0.549 Epoch 5 Batch 484/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.737, Loss: 0.520 Epoch 5 Batch 485/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.738, Loss: 0.545 Epoch 5 Batch 486/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.735, Loss: 0.531 Epoch 5 Batch 487/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.733, Loss: 0.557 Epoch 5 Batch 488/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.736, Loss: 0.555 Epoch 5 Batch 489/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.735, Loss: 0.520 Epoch 5 Batch 490/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.728, Loss: 0.556 Epoch 5 Batch 491/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.718, Loss: 0.532 Epoch 5 Batch 492/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.725, Loss: 0.565 Epoch 5 Batch 493/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.719, Loss: 0.507 Epoch 5 Batch 494/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.719, Loss: 0.512 Epoch 5 Batch 495/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.723, Loss: 0.529 Epoch 5 Batch 496/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.729, Loss: 0.564 Epoch 5 Batch 497/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.728, Loss: 0.589 Epoch 5 Batch 498/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.727, Loss: 0.537 Epoch 5 Batch 499/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.729, Loss: 0.513 Epoch 5 Batch 500/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.727, Loss: 0.550 Epoch 5 Batch 501/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.727, Loss: 0.541 Epoch 5 Batch 502/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.732, Loss: 0.543 Epoch 5 Batch 503/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.729, Loss: 0.549 Epoch 5 Batch 504/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.730, Loss: 0.541 Epoch 5 Batch 505/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.728, Loss: 0.475 Epoch 5 Batch 506/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.723, Loss: 0.541 Epoch 5 Batch 507/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.721, Loss: 0.517 Epoch 5 Batch 508/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.720, Loss: 0.511 Epoch 5 Batch 509/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.724, Loss: 0.561 Epoch 5 Batch 510/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.726, Loss: 0.534 Epoch 5 Batch 511/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.726, Loss: 0.573 Epoch 5 Batch 512/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.725, Loss: 0.530 Epoch 5 Batch 513/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.728, Loss: 0.537 Epoch 5 Batch 514/1077 - Train Accuracy: 0.700, Validation Accuracy: 0.724, Loss: 0.548 Epoch 5 Batch 515/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.723, Loss: 0.585 Epoch 5 Batch 516/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.732, Loss: 0.498 Epoch 5 Batch 517/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.729, Loss: 0.525 Epoch 5 Batch 518/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.728, Loss: 0.534 Epoch 5 Batch 519/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.725, Loss: 0.534 Epoch 5 Batch 520/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.734, Loss: 0.518 Epoch 5 Batch 521/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.733, Loss: 0.510 Epoch 5 Batch 522/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.735, Loss: 0.568 Epoch 5 Batch 523/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.735, Loss: 0.537 Epoch 5 Batch 524/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.735, Loss: 0.549 Epoch 5 Batch 525/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.741, Loss: 0.530 Epoch 5 Batch 526/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.741, Loss: 0.538 Epoch 5 Batch 527/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.735, Loss: 0.545 Epoch 5 Batch 528/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.737, Loss: 0.522 Epoch 5 Batch 529/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.740, Loss: 0.528 Epoch 5 Batch 530/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.734, Loss: 0.549 Epoch 5 Batch 531/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.732, Loss: 0.530 Epoch 5 Batch 532/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.733, Loss: 0.571 Epoch 5 Batch 533/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.735, Loss: 0.583 Epoch 5 Batch 534/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.738, Loss: 0.530 Epoch 5 Batch 535/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.725, Loss: 0.532 Epoch 5 Batch 536/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.729, Loss: 0.519 Epoch 5 Batch 537/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.735, Loss: 0.549 Epoch 5 Batch 538/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.734, Loss: 0.498 Epoch 5 Batch 539/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.732, Loss: 0.568 Epoch 5 Batch 540/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.730, Loss: 0.498 Epoch 5 Batch 541/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.732, Loss: 0.560 Epoch 5 Batch 542/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.731, Loss: 0.553 Epoch 5 Batch 543/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.740, Loss: 0.553 Epoch 5 Batch 544/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.738, Loss: 0.533 Epoch 5 Batch 545/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.740, Loss: 0.576 Epoch 5 Batch 546/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.735, Loss: 0.564 Epoch 5 Batch 547/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.739, Loss: 0.533 Epoch 5 Batch 548/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.735, Loss: 0.540 Epoch 5 Batch 549/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.732, Loss: 0.574 Epoch 5 Batch 550/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.734, Loss: 0.559 Epoch 5 Batch 551/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.729, Loss: 0.553 Epoch 5 Batch 552/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.727, Loss: 0.542 Epoch 5 Batch 553/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.728, Loss: 0.560 Epoch 5 Batch 554/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.736, Loss: 0.553 Epoch 5 Batch 555/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.737, Loss: 0.527 Epoch 5 Batch 556/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.735, Loss: 0.542 Epoch 5 Batch 557/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.735, Loss: 0.546 Epoch 5 Batch 558/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.738, Loss: 0.523 Epoch 5 Batch 559/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.745, Loss: 0.518 Epoch 5 Batch 560/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.737, Loss: 0.523 Epoch 5 Batch 561/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.740, Loss: 0.524 Epoch 5 Batch 562/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.745, Loss: 0.501 Epoch 5 Batch 563/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.738, Loss: 0.566 Epoch 5 Batch 564/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.733, Loss: 0.569 Epoch 5 Batch 565/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.735, Loss: 0.552 Epoch 5 Batch 566/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.736, Loss: 0.563 Epoch 5 Batch 567/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.735, Loss: 0.538 Epoch 5 Batch 568/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.734, Loss: 0.525 Epoch 5 Batch 569/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.733, Loss: 0.537 Epoch 5 Batch 570/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.739, Loss: 0.565 Epoch 5 Batch 571/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.741, Loss: 0.505 Epoch 5 Batch 572/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.743, Loss: 0.509 Epoch 5 Batch 573/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.734, Loss: 0.564 Epoch 5 Batch 574/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.737, Loss: 0.553 Epoch 5 Batch 575/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.735, Loss: 0.535 Epoch 5 Batch 576/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.730, Loss: 0.541 Epoch 5 Batch 577/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.728, Loss: 0.556 Epoch 5 Batch 578/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.735, Loss: 0.570 Epoch 5 Batch 579/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.738, Loss: 0.520 Epoch 5 Batch 580/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.738, Loss: 0.502 Epoch 5 Batch 581/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.737, Loss: 0.522 Epoch 5 Batch 582/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.737, Loss: 0.537 Epoch 5 Batch 583/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.740, Loss: 0.548 Epoch 5 Batch 584/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.738, Loss: 0.538 Epoch 5 Batch 585/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.735, Loss: 0.493 Epoch 5 Batch 586/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.735, Loss: 0.565 Epoch 5 Batch 587/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.735, Loss: 0.514 Epoch 5 Batch 588/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.733, Loss: 0.539 Epoch 5 Batch 589/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.734, Loss: 0.556 Epoch 5 Batch 590/1077 - Train Accuracy: 0.697, Validation Accuracy: 0.735, Loss: 0.566 Epoch 5 Batch 591/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.728, Loss: 0.500 Epoch 5 Batch 592/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.739, Loss: 0.539 Epoch 5 Batch 593/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.739, Loss: 0.515 Epoch 5 Batch 594/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.738, Loss: 0.559 Epoch 5 Batch 595/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.737, Loss: 0.547 Epoch 5 Batch 596/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.730, Loss: 0.535 Epoch 5 Batch 597/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.730, Loss: 0.544 Epoch 5 Batch 598/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.731, Loss: 0.519 Epoch 5 Batch 599/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.736, Loss: 0.604 Epoch 5 Batch 600/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.741, Loss: 0.517 Epoch 5 Batch 601/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.744, Loss: 0.525 Epoch 5 Batch 602/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.739, Loss: 0.523 Epoch 5 Batch 603/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.746, Loss: 0.563 Epoch 5 Batch 604/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.746, Loss: 0.539 Epoch 5 Batch 605/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.743, Loss: 0.572 Epoch 5 Batch 606/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.740, Loss: 0.482 Epoch 5 Batch 607/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.731, Loss: 0.494 Epoch 5 Batch 608/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.739, Loss: 0.545 Epoch 5 Batch 609/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.735, Loss: 0.552 Epoch 5 Batch 610/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.737, Loss: 0.569 Epoch 5 Batch 611/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.739, Loss: 0.543 Epoch 5 Batch 612/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.744, Loss: 0.514 Epoch 5 Batch 613/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.745, Loss: 0.565 Epoch 5 Batch 614/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.740, Loss: 0.517 Epoch 5 Batch 615/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.743, Loss: 0.527 Epoch 5 Batch 616/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.748, Loss: 0.565 Epoch 5 Batch 617/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.745, Loss: 0.529 Epoch 5 Batch 618/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.748, Loss: 0.541 Epoch 5 Batch 619/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.748, Loss: 0.564 Epoch 5 Batch 620/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.749, Loss: 0.521 Epoch 5 Batch 621/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.748, Loss: 0.532 Epoch 5 Batch 622/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.748, Loss: 0.555 Epoch 5 Batch 623/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.748, Loss: 0.556 Epoch 5 Batch 624/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.746, Loss: 0.504 Epoch 5 Batch 625/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.748, Loss: 0.534 Epoch 5 Batch 626/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.746, Loss: 0.484 Epoch 5 Batch 627/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.740, Loss: 0.551 Epoch 5 Batch 628/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.740, Loss: 0.564 Epoch 5 Batch 629/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.740, Loss: 0.544 Epoch 5 Batch 630/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.742, Loss: 0.545 Epoch 5 Batch 631/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.739, Loss: 0.528 Epoch 5 Batch 632/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.737, Loss: 0.541 Epoch 5 Batch 633/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.743, Loss: 0.538 Epoch 5 Batch 634/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.748, Loss: 0.482 Epoch 5 Batch 635/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.752, Loss: 0.584 Epoch 5 Batch 636/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.745, Loss: 0.513 Epoch 5 Batch 637/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.748, Loss: 0.555 Epoch 5 Batch 638/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.742, Loss: 0.526 Epoch 5 Batch 639/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.742, Loss: 0.544 Epoch 5 Batch 640/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.740, Loss: 0.508 Epoch 5 Batch 641/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.741, Loss: 0.534 Epoch 5 Batch 642/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.738, Loss: 0.557 Epoch 5 Batch 643/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.739, Loss: 0.501 Epoch 5 Batch 644/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.738, Loss: 0.522 Epoch 5 Batch 645/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.745, Loss: 0.532 Epoch 5 Batch 646/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.746, Loss: 0.498 Epoch 5 Batch 647/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.746, Loss: 0.534 Epoch 5 Batch 648/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.746, Loss: 0.505 Epoch 5 Batch 649/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.754, Loss: 0.551 Epoch 5 Batch 650/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.748, Loss: 0.549 Epoch 5 Batch 651/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.744, Loss: 0.530 Epoch 5 Batch 652/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.744, Loss: 0.561 Epoch 5 Batch 653/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.747, Loss: 0.531 Epoch 5 Batch 654/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.744, Loss: 0.520 Epoch 5 Batch 655/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.745, Loss: 0.556 Epoch 5 Batch 656/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.738, Loss: 0.528 Epoch 5 Batch 657/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.739, Loss: 0.542 Epoch 5 Batch 658/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.736, Loss: 0.506 Epoch 5 Batch 659/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.734, Loss: 0.517 Epoch 5 Batch 660/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.729, Loss: 0.552 Epoch 5 Batch 661/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.723, Loss: 0.490 Epoch 5 Batch 662/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.724, Loss: 0.511 Epoch 5 Batch 663/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.724, Loss: 0.517 Epoch 5 Batch 664/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.727, Loss: 0.526 Epoch 5 Batch 665/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.727, Loss: 0.528 Epoch 5 Batch 666/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.729, Loss: 0.560 Epoch 5 Batch 667/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.734, Loss: 0.563 Epoch 5 Batch 668/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.733, Loss: 0.534 Epoch 5 Batch 669/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.735, Loss: 0.512 Epoch 5 Batch 670/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.736, Loss: 0.491 Epoch 5 Batch 671/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.738, Loss: 0.571 Epoch 5 Batch 672/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.737, Loss: 0.525 Epoch 5 Batch 673/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.740, Loss: 0.517 Epoch 5 Batch 674/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.743, Loss: 0.518 Epoch 5 Batch 675/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.743, Loss: 0.544 Epoch 5 Batch 676/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.743, Loss: 0.569 Epoch 5 Batch 677/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.742, Loss: 0.553 Epoch 5 Batch 678/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.745, Loss: 0.511 Epoch 5 Batch 679/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.744, Loss: 0.568 Epoch 5 Batch 680/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.729, Loss: 0.502 Epoch 5 Batch 681/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.731, Loss: 0.548 Epoch 5 Batch 682/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.729, Loss: 0.548 Epoch 5 Batch 683/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.723, Loss: 0.526 Epoch 5 Batch 684/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.724, Loss: 0.528 Epoch 5 Batch 685/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.727, Loss: 0.543 Epoch 5 Batch 686/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.734, Loss: 0.504 Epoch 5 Batch 687/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.738, Loss: 0.579 Epoch 5 Batch 688/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.736, Loss: 0.521 Epoch 5 Batch 689/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.735, Loss: 0.515 Epoch 5 Batch 690/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.734, Loss: 0.528 Epoch 5 Batch 691/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.734, Loss: 0.573 Epoch 5 Batch 692/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.729, Loss: 0.508 Epoch 5 Batch 693/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.720, Loss: 0.590 Epoch 5 Batch 694/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.726, Loss: 0.513 Epoch 5 Batch 695/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.723, Loss: 0.508 Epoch 5 Batch 696/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.729, Loss: 0.573 Epoch 5 Batch 697/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.734, Loss: 0.522 Epoch 5 Batch 698/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.742, Loss: 0.505 Epoch 5 Batch 699/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.738, Loss: 0.551 Epoch 5 Batch 700/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.733, Loss: 0.522 Epoch 5 Batch 701/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.736, Loss: 0.544 Epoch 5 Batch 702/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.736, Loss: 0.551 Epoch 5 Batch 703/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.731, Loss: 0.558 Epoch 5 Batch 704/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.736, Loss: 0.539 Epoch 5 Batch 705/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.738, Loss: 0.571 Epoch 5 Batch 706/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.744, Loss: 0.533 Epoch 5 Batch 707/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.744, Loss: 0.536 Epoch 5 Batch 708/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.739, Loss: 0.548 Epoch 5 Batch 709/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.732, Loss: 0.554 Epoch 5 Batch 710/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.742, Loss: 0.526 Epoch 5 Batch 711/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.755, Loss: 0.571 Epoch 5 Batch 712/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.750, Loss: 0.520 Epoch 5 Batch 713/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.755, Loss: 0.492 Epoch 5 Batch 714/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.749, Loss: 0.512 Epoch 5 Batch 715/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.749, Loss: 0.556 Epoch 5 Batch 716/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.735, Loss: 0.519 Epoch 5 Batch 717/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.735, Loss: 0.531 Epoch 5 Batch 718/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.729, Loss: 0.536 Epoch 5 Batch 719/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.737, Loss: 0.511 Epoch 5 Batch 720/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.743, Loss: 0.577 Epoch 5 Batch 721/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.747, Loss: 0.536 Epoch 5 Batch 722/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.744, Loss: 0.527 Epoch 5 Batch 723/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.740, Loss: 0.521 Epoch 5 Batch 724/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.730, Loss: 0.572 Epoch 5 Batch 725/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.727, Loss: 0.495 Epoch 5 Batch 726/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.728, Loss: 0.524 Epoch 5 Batch 727/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.732, Loss: 0.503 Epoch 5 Batch 728/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.736, Loss: 0.528 Epoch 5 Batch 729/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.739, Loss: 0.572 Epoch 5 Batch 730/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.742, Loss: 0.557 Epoch 5 Batch 731/1077 - Train Accuracy: 0.691, Validation Accuracy: 0.740, Loss: 0.549 Epoch 5 Batch 732/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.734, Loss: 0.551 Epoch 5 Batch 733/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.732, Loss: 0.547 Epoch 5 Batch 734/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.733, Loss: 0.558 Epoch 5 Batch 735/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.734, Loss: 0.513 Epoch 5 Batch 736/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.735, Loss: 0.545 Epoch 5 Batch 737/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.738, Loss: 0.571 Epoch 5 Batch 738/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.728, Loss: 0.464 Epoch 5 Batch 739/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.727, Loss: 0.498 Epoch 5 Batch 740/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.740, Loss: 0.538 Epoch 5 Batch 741/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.735, Loss: 0.542 Epoch 5 Batch 742/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.736, Loss: 0.525 Epoch 5 Batch 743/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.736, Loss: 0.545 Epoch 5 Batch 744/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.737, Loss: 0.504 Epoch 5 Batch 745/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.738, Loss: 0.521 Epoch 5 Batch 746/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.735, Loss: 0.533 Epoch 5 Batch 747/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.734, Loss: 0.495 Epoch 5 Batch 748/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.732, Loss: 0.516 Epoch 5 Batch 749/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.737, Loss: 0.559 Epoch 5 Batch 750/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.733, Loss: 0.513 Epoch 5 Batch 751/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.732, Loss: 0.513 Epoch 5 Batch 752/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.732, Loss: 0.500 Epoch 5 Batch 753/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.730, Loss: 0.530 Epoch 5 Batch 754/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.733, Loss: 0.557 Epoch 5 Batch 755/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.734, Loss: 0.530 Epoch 5 Batch 756/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.733, Loss: 0.518 Epoch 5 Batch 757/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.739, Loss: 0.558 Epoch 5 Batch 758/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.725, Loss: 0.494 Epoch 5 Batch 759/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.726, Loss: 0.495 Epoch 5 Batch 760/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.730, Loss: 0.547 Epoch 5 Batch 761/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.738, Loss: 0.565 Epoch 5 Batch 762/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.740, Loss: 0.515 Epoch 5 Batch 763/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.745, Loss: 0.483 Epoch 5 Batch 764/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.744, Loss: 0.543 Epoch 5 Batch 765/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.739, Loss: 0.502 Epoch 5 Batch 766/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.739, Loss: 0.560 Epoch 5 Batch 767/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.739, Loss: 0.514 Epoch 5 Batch 768/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.741, Loss: 0.510 Epoch 5 Batch 769/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.739, Loss: 0.559 Epoch 5 Batch 770/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.736, Loss: 0.500 Epoch 5 Batch 771/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.743, Loss: 0.553 Epoch 5 Batch 772/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.744, Loss: 0.519 Epoch 5 Batch 773/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.747, Loss: 0.517 Epoch 5 Batch 774/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.741, Loss: 0.562 Epoch 5 Batch 775/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.740, Loss: 0.530 Epoch 5 Batch 776/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.738, Loss: 0.524 Epoch 5 Batch 777/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.736, Loss: 0.543 Epoch 5 Batch 778/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.736, Loss: 0.508 Epoch 5 Batch 779/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.734, Loss: 0.549 Epoch 5 Batch 780/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.738, Loss: 0.565 Epoch 5 Batch 781/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.741, Loss: 0.512 Epoch 5 Batch 782/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.737, Loss: 0.517 Epoch 5 Batch 783/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.741, Loss: 0.534 Epoch 5 Batch 784/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.737, Loss: 0.520 Epoch 5 Batch 785/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.737, Loss: 0.505 Epoch 5 Batch 786/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.740, Loss: 0.529 Epoch 5 Batch 787/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.738, Loss: 0.495 Epoch 5 Batch 788/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.736, Loss: 0.539 Epoch 5 Batch 789/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.736, Loss: 0.559 Epoch 5 Batch 790/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.737, Loss: 0.561 Epoch 5 Batch 791/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.737, Loss: 0.525 Epoch 5 Batch 792/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.738, Loss: 0.553 Epoch 5 Batch 793/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.739, Loss: 0.513 Epoch 5 Batch 794/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.742, Loss: 0.530 Epoch 5 Batch 795/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.745, Loss: 0.558 Epoch 5 Batch 796/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.747, Loss: 0.537 Epoch 5 Batch 797/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.743, Loss: 0.535 Epoch 5 Batch 798/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.745, Loss: 0.534 Epoch 5 Batch 799/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.751, Loss: 0.567 Epoch 5 Batch 800/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.741, Loss: 0.529 Epoch 5 Batch 801/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.740, Loss: 0.564 Epoch 5 Batch 802/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.736, Loss: 0.529 Epoch 5 Batch 803/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.733, Loss: 0.547 Epoch 5 Batch 804/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.731, Loss: 0.538 Epoch 5 Batch 805/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.733, Loss: 0.543 Epoch 5 Batch 806/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.730, Loss: 0.530 Epoch 5 Batch 807/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.729, Loss: 0.502 Epoch 5 Batch 808/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.728, Loss: 0.545 Epoch 5 Batch 809/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.734, Loss: 0.557 Epoch 5 Batch 810/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.732, Loss: 0.508 Epoch 5 Batch 811/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.729, Loss: 0.502 Epoch 5 Batch 812/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.728, Loss: 0.548 Epoch 5 Batch 813/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.729, Loss: 0.528 Epoch 5 Batch 814/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.730, Loss: 0.545 Epoch 5 Batch 815/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.733, Loss: 0.524 Epoch 5 Batch 816/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.738, Loss: 0.534 Epoch 5 Batch 817/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.739, Loss: 0.547 Epoch 5 Batch 818/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.739, Loss: 0.548 Epoch 5 Batch 819/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.743, Loss: 0.530 Epoch 5 Batch 820/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.741, Loss: 0.548 Epoch 5 Batch 821/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.739, Loss: 0.534 Epoch 5 Batch 822/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.734, Loss: 0.533 Epoch 5 Batch 823/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.733, Loss: 0.524 Epoch 5 Batch 824/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.739, Loss: 0.507 Epoch 5 Batch 825/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.739, Loss: 0.522 Epoch 5 Batch 826/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.732, Loss: 0.507 Epoch 5 Batch 827/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.735, Loss: 0.549 Epoch 5 Batch 828/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.737, Loss: 0.539 Epoch 5 Batch 829/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.738, Loss: 0.548 Epoch 5 Batch 830/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.744, Loss: 0.543 Epoch 5 Batch 831/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.738, Loss: 0.545 Epoch 5 Batch 832/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.739, Loss: 0.543 Epoch 5 Batch 833/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.733, Loss: 0.548 Epoch 5 Batch 834/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.735, Loss: 0.507 Epoch 5 Batch 835/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.741, Loss: 0.523 Epoch 5 Batch 836/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.738, Loss: 0.548 Epoch 5 Batch 837/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.740, Loss: 0.556 Epoch 5 Batch 838/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.744, Loss: 0.507 Epoch 5 Batch 839/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.745, Loss: 0.510 Epoch 5 Batch 840/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.741, Loss: 0.511 Epoch 5 Batch 841/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.747, Loss: 0.523 Epoch 5 Batch 842/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.738, Loss: 0.517 Epoch 5 Batch 843/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.735, Loss: 0.518 Epoch 5 Batch 844/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.734, Loss: 0.494 Epoch 5 Batch 845/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.733, Loss: 0.525 Epoch 5 Batch 846/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.740, Loss: 0.537 Epoch 5 Batch 847/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.739, Loss: 0.530 Epoch 5 Batch 848/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.739, Loss: 0.516 Epoch 5 Batch 849/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.741, Loss: 0.511 Epoch 5 Batch 850/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.746, Loss: 0.569 Epoch 5 Batch 851/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.745, Loss: 0.515 Epoch 5 Batch 852/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.741, Loss: 0.549 Epoch 5 Batch 853/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.731, Loss: 0.518 Epoch 5 Batch 854/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.732, Loss: 0.536 Epoch 5 Batch 855/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.730, Loss: 0.535 Epoch 5 Batch 856/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.736, Loss: 0.536 Epoch 5 Batch 857/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.735, Loss: 0.514 Epoch 5 Batch 858/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.737, Loss: 0.505 Epoch 5 Batch 859/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.739, Loss: 0.535 Epoch 5 Batch 860/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.738, Loss: 0.516 Epoch 5 Batch 861/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.737, Loss: 0.537 Epoch 5 Batch 862/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.725, Loss: 0.523 Epoch 5 Batch 863/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.724, Loss: 0.502 Epoch 5 Batch 864/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.730, Loss: 0.507 Epoch 5 Batch 865/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.730, Loss: 0.484 Epoch 5 Batch 866/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.725, Loss: 0.497 Epoch 5 Batch 867/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.735, Loss: 0.592 Epoch 5 Batch 868/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.737, Loss: 0.520 Epoch 5 Batch 869/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.737, Loss: 0.542 Epoch 5 Batch 870/1077 - Train Accuracy: 0.681, Validation Accuracy: 0.739, Loss: 0.577 Epoch 5 Batch 871/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.739, Loss: 0.534 Epoch 5 Batch 872/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.744, Loss: 0.519 Epoch 5 Batch 873/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.741, Loss: 0.535 Epoch 5 Batch 874/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.749, Loss: 0.549 Epoch 5 Batch 875/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.752, Loss: 0.553 Epoch 5 Batch 876/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.738, Loss: 0.536 Epoch 5 Batch 877/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.737, Loss: 0.519 Epoch 5 Batch 878/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.740, Loss: 0.533 Epoch 5 Batch 879/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.740, Loss: 0.518 Epoch 5 Batch 880/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.733, Loss: 0.522 Epoch 5 Batch 881/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.729, Loss: 0.549 Epoch 5 Batch 882/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.723, Loss: 0.544 Epoch 5 Batch 883/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.730, Loss: 0.596 Epoch 5 Batch 884/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.729, Loss: 0.529 Epoch 5 Batch 885/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.728, Loss: 0.466 Epoch 5 Batch 886/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.725, Loss: 0.567 Epoch 5 Batch 887/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.726, Loss: 0.539 Epoch 5 Batch 888/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.728, Loss: 0.521 Epoch 5 Batch 889/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.734, Loss: 0.542 Epoch 5 Batch 890/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.730, Loss: 0.496 Epoch 5 Batch 891/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.729, Loss: 0.547 Epoch 5 Batch 892/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.724, Loss: 0.516 Epoch 5 Batch 893/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.730, Loss: 0.519 Epoch 5 Batch 894/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.723, Loss: 0.493 Epoch 5 Batch 895/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.730, Loss: 0.528 Epoch 5 Batch 896/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.729, Loss: 0.565 Epoch 5 Batch 897/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.733, Loss: 0.473 Epoch 5 Batch 898/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.735, Loss: 0.509 Epoch 5 Batch 899/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.740, Loss: 0.523 Epoch 5 Batch 900/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.735, Loss: 0.557 Epoch 5 Batch 901/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.736, Loss: 0.544 Epoch 5 Batch 902/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.736, Loss: 0.526 Epoch 5 Batch 903/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.734, Loss: 0.500 Epoch 5 Batch 904/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.736, Loss: 0.528 Epoch 5 Batch 905/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.740, Loss: 0.537 Epoch 5 Batch 906/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.741, Loss: 0.513 Epoch 5 Batch 907/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.739, Loss: 0.522 Epoch 5 Batch 908/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.739, Loss: 0.541 Epoch 5 Batch 909/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.735, Loss: 0.521 Epoch 5 Batch 910/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.735, Loss: 0.521 Epoch 5 Batch 911/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.742, Loss: 0.481 Epoch 5 Batch 912/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.739, Loss: 0.531 Epoch 5 Batch 913/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.740, Loss: 0.573 Epoch 5 Batch 914/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.740, Loss: 0.471 Epoch 5 Batch 915/1077 - Train Accuracy: 0.688, Validation Accuracy: 0.734, Loss: 0.562 Epoch 5 Batch 916/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.729, Loss: 0.547 Epoch 5 Batch 917/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.732, Loss: 0.537 Epoch 5 Batch 918/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.728, Loss: 0.495 Epoch 5 Batch 919/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.732, Loss: 0.527 Epoch 5 Batch 920/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.730, Loss: 0.525 Epoch 5 Batch 921/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.730, Loss: 0.541 Epoch 5 Batch 922/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.728, Loss: 0.506 Epoch 5 Batch 923/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.727, Loss: 0.542 Epoch 5 Batch 924/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.729, Loss: 0.556 Epoch 5 Batch 925/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.729, Loss: 0.513 Epoch 5 Batch 926/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.730, Loss: 0.562 Epoch 5 Batch 927/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.739, Loss: 0.546 Epoch 5 Batch 928/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.737, Loss: 0.517 Epoch 5 Batch 929/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.736, Loss: 0.544 Epoch 5 Batch 930/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.732, Loss: 0.535 Epoch 5 Batch 931/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.736, Loss: 0.519 Epoch 5 Batch 932/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.738, Loss: 0.547 Epoch 5 Batch 933/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.737, Loss: 0.540 Epoch 5 Batch 934/1077 - Train Accuracy: 0.708, Validation Accuracy: 0.730, Loss: 0.541 Epoch 5 Batch 935/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.730, Loss: 0.532 Epoch 5 Batch 936/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.733, Loss: 0.523 Epoch 5 Batch 937/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.739, Loss: 0.557 Epoch 5 Batch 938/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.739, Loss: 0.556 Epoch 5 Batch 939/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.739, Loss: 0.537 Epoch 5 Batch 940/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.734, Loss: 0.537 Epoch 5 Batch 941/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.733, Loss: 0.506 Epoch 5 Batch 942/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.733, Loss: 0.551 Epoch 5 Batch 943/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.726, Loss: 0.528 Epoch 5 Batch 944/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.729, Loss: 0.521 Epoch 5 Batch 945/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.727, Loss: 0.524 Epoch 5 Batch 946/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.732, Loss: 0.517 Epoch 5 Batch 947/1077 - Train Accuracy: 0.673, Validation Accuracy: 0.739, Loss: 0.573 Epoch 5 Batch 948/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.740, Loss: 0.513 Epoch 5 Batch 949/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.740, Loss: 0.474 Epoch 5 Batch 950/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.737, Loss: 0.507 Epoch 5 Batch 951/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.735, Loss: 0.512 Epoch 5 Batch 952/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.734, Loss: 0.510 Epoch 5 Batch 953/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.735, Loss: 0.533 Epoch 5 Batch 954/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.739, Loss: 0.550 Epoch 5 Batch 955/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.740, Loss: 0.549 Epoch 5 Batch 956/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.741, Loss: 0.518 Epoch 5 Batch 957/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.735, Loss: 0.500 Epoch 5 Batch 958/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.739, Loss: 0.530 Epoch 5 Batch 959/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.749, Loss: 0.513 Epoch 5 Batch 960/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.744, Loss: 0.502 Epoch 5 Batch 961/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.743, Loss: 0.553 Epoch 5 Batch 962/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.740, Loss: 0.520 Epoch 5 Batch 963/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.739, Loss: 0.597 Epoch 5 Batch 964/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.731, Loss: 0.493 Epoch 5 Batch 965/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.730, Loss: 0.570 Epoch 5 Batch 966/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.737, Loss: 0.472 Epoch 5 Batch 967/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.744, Loss: 0.495 Epoch 5 Batch 968/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.741, Loss: 0.548 Epoch 5 Batch 969/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.740, Loss: 0.546 Epoch 5 Batch 970/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.740, Loss: 0.560 Epoch 5 Batch 971/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.745, Loss: 0.515 Epoch 5 Batch 972/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.740, Loss: 0.513 Epoch 5 Batch 973/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.739, Loss: 0.484 Epoch 5 Batch 974/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.736, Loss: 0.513 Epoch 5 Batch 975/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.737, Loss: 0.496 Epoch 5 Batch 976/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.743, Loss: 0.493 Epoch 5 Batch 977/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.741, Loss: 0.493 Epoch 5 Batch 978/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.742, Loss: 0.508 Epoch 5 Batch 979/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.739, Loss: 0.570 Epoch 5 Batch 980/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.739, Loss: 0.529 Epoch 5 Batch 981/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.732, Loss: 0.531 Epoch 5 Batch 982/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.731, Loss: 0.502 Epoch 5 Batch 983/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.735, Loss: 0.552 Epoch 5 Batch 984/1077 - Train Accuracy: 0.699, Validation Accuracy: 0.737, Loss: 0.570 Epoch 5 Batch 985/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.743, Loss: 0.507 Epoch 5 Batch 986/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.745, Loss: 0.530 Epoch 5 Batch 987/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.743, Loss: 0.504 Epoch 5 Batch 988/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.745, Loss: 0.526 Epoch 5 Batch 989/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.750, Loss: 0.546 Epoch 5 Batch 990/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.746, Loss: 0.548 Epoch 5 Batch 991/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.741, Loss: 0.545 Epoch 5 Batch 992/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.746, Loss: 0.529 Epoch 5 Batch 993/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.740, Loss: 0.501 Epoch 5 Batch 994/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.742, Loss: 0.519 Epoch 5 Batch 995/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.751, Loss: 0.493 Epoch 5 Batch 996/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.751, Loss: 0.534 Epoch 5 Batch 997/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.750, Loss: 0.542 Epoch 5 Batch 998/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.748, Loss: 0.506 Epoch 5 Batch 999/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.737, Loss: 0.547 Epoch 5 Batch 1000/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.738, Loss: 0.488 Epoch 5 Batch 1001/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.748, Loss: 0.493 Epoch 5 Batch 1002/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.749, Loss: 0.501 Epoch 5 Batch 1003/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.749, Loss: 0.519 Epoch 5 Batch 1004/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.746, Loss: 0.538 Epoch 5 Batch 1005/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.737, Loss: 0.527 Epoch 5 Batch 1006/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.729, Loss: 0.506 Epoch 5 Batch 1007/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.729, Loss: 0.490 Epoch 5 Batch 1008/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.728, Loss: 0.551 Epoch 5 Batch 1009/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.727, Loss: 0.490 Epoch 5 Batch 1010/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.731, Loss: 0.537 Epoch 5 Batch 1011/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.735, Loss: 0.539 Epoch 5 Batch 1012/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.736, Loss: 0.485 Epoch 5 Batch 1013/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.728, Loss: 0.506 Epoch 5 Batch 1014/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.727, Loss: 0.546 Epoch 5 Batch 1015/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.735, Loss: 0.569 Epoch 5 Batch 1016/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.738, Loss: 0.545 Epoch 5 Batch 1017/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.740, Loss: 0.536 Epoch 5 Batch 1018/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.737, Loss: 0.514 Epoch 5 Batch 1019/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.735, Loss: 0.559 Epoch 5 Batch 1020/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.739, Loss: 0.498 Epoch 5 Batch 1021/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.737, Loss: 0.515 Epoch 5 Batch 1022/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.741, Loss: 0.476 Epoch 5 Batch 1023/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.742, Loss: 0.478 Epoch 5 Batch 1024/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.739, Loss: 0.579 Epoch 5 Batch 1025/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.732, Loss: 0.531 Epoch 5 Batch 1026/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.732, Loss: 0.506 Epoch 5 Batch 1027/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.734, Loss: 0.552 Epoch 5 Batch 1028/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.735, Loss: 0.520 Epoch 5 Batch 1029/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.735, Loss: 0.516 Epoch 5 Batch 1030/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.739, Loss: 0.527 Epoch 5 Batch 1031/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.741, Loss: 0.557 Epoch 5 Batch 1032/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.742, Loss: 0.514 Epoch 5 Batch 1033/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.734, Loss: 0.518 Epoch 5 Batch 1034/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.741, Loss: 0.548 Epoch 5 Batch 1035/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.729, Loss: 0.478 Epoch 5 Batch 1036/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.729, Loss: 0.523 Epoch 5 Batch 1037/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.737, Loss: 0.558 Epoch 5 Batch 1038/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.737, Loss: 0.515 Epoch 5 Batch 1039/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.740, Loss: 0.497 Epoch 5 Batch 1040/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.746, Loss: 0.545 Epoch 5 Batch 1041/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.745, Loss: 0.558 Epoch 5 Batch 1042/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.733, Loss: 0.520 Epoch 5 Batch 1043/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.739, Loss: 0.560 Epoch 5 Batch 1044/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.744, Loss: 0.522 Epoch 5 Batch 1045/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.750, Loss: 0.532 Epoch 5 Batch 1046/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.747, Loss: 0.476 Epoch 5 Batch 1047/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.736, Loss: 0.509 Epoch 5 Batch 1048/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.738, Loss: 0.534 Epoch 5 Batch 1049/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.745, Loss: 0.557 Epoch 5 Batch 1050/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.742, Loss: 0.536 Epoch 5 Batch 1051/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.735, Loss: 0.507 Epoch 5 Batch 1052/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.737, Loss: 0.485 Epoch 5 Batch 1053/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.735, Loss: 0.530 Epoch 5 Batch 1054/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.731, Loss: 0.532 Epoch 5 Batch 1055/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.728, Loss: 0.521 Epoch 5 Batch 1056/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.725, Loss: 0.510 Epoch 5 Batch 1057/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.726, Loss: 0.549 Epoch 5 Batch 1058/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.729, Loss: 0.579 Epoch 5 Batch 1059/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.730, Loss: 0.583 Epoch 5 Batch 1060/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.732, Loss: 0.494 Epoch 5 Batch 1061/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.738, Loss: 0.558 Epoch 5 Batch 1062/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.738, Loss: 0.525 Epoch 5 Batch 1063/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.743, Loss: 0.518 Epoch 5 Batch 1064/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.743, Loss: 0.525 Epoch 5 Batch 1065/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.742, Loss: 0.513 Epoch 5 Batch 1066/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.739, Loss: 0.505 Epoch 5 Batch 1067/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.745, Loss: 0.538 Epoch 5 Batch 1068/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.739, Loss: 0.514 Epoch 5 Batch 1069/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.733, Loss: 0.483 Epoch 5 Batch 1070/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.736, Loss: 0.533 Epoch 5 Batch 1071/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.741, Loss: 0.501 Epoch 5 Batch 1072/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.746, Loss: 0.524 Epoch 5 Batch 1073/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.741, Loss: 0.559 Epoch 5 Batch 1074/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.741, Loss: 0.532 Epoch 5 Batch 1075/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.737, Loss: 0.559 Epoch 6 Batch 0/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.735, Loss: 0.470 Epoch 6 Batch 1/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.739, Loss: 0.527 Epoch 6 Batch 2/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.741, Loss: 0.546 Epoch 6 Batch 3/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.737, Loss: 0.529 Epoch 6 Batch 4/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.743, Loss: 0.527 Epoch 6 Batch 5/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.746, Loss: 0.550 Epoch 6 Batch 6/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.750, Loss: 0.515 Epoch 6 Batch 7/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.749, Loss: 0.517 Epoch 6 Batch 8/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.746, Loss: 0.505 Epoch 6 Batch 9/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.745, Loss: 0.525 Epoch 6 Batch 10/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.745, Loss: 0.526 Epoch 6 Batch 11/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.749, Loss: 0.517 Epoch 6 Batch 12/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.745, Loss: 0.542 Epoch 6 Batch 13/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.746, Loss: 0.525 Epoch 6 Batch 14/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.741, Loss: 0.473 Epoch 6 Batch 15/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.739, Loss: 0.499 Epoch 6 Batch 16/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.736, Loss: 0.529 Epoch 6 Batch 17/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.737, Loss: 0.509 Epoch 6 Batch 18/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.738, Loss: 0.535 Epoch 6 Batch 19/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.737, Loss: 0.522 Epoch 6 Batch 20/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.739, Loss: 0.499 Epoch 6 Batch 21/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.740, Loss: 0.563 Epoch 6 Batch 22/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.740, Loss: 0.528 Epoch 6 Batch 23/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.735, Loss: 0.527 Epoch 6 Batch 24/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.731, Loss: 0.514 Epoch 6 Batch 25/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.735, Loss: 0.495 Epoch 6 Batch 26/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.737, Loss: 0.550 Epoch 6 Batch 27/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.737, Loss: 0.496 Epoch 6 Batch 28/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.733, Loss: 0.513 Epoch 6 Batch 29/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.734, Loss: 0.512 Epoch 6 Batch 30/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.732, Loss: 0.514 Epoch 6 Batch 31/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.730, Loss: 0.517 Epoch 6 Batch 32/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.732, Loss: 0.487 Epoch 6 Batch 33/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.733, Loss: 0.499 Epoch 6 Batch 34/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.733, Loss: 0.519 Epoch 6 Batch 35/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.737, Loss: 0.508 Epoch 6 Batch 36/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.738, Loss: 0.510 Epoch 6 Batch 37/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.734, Loss: 0.540 Epoch 6 Batch 38/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.739, Loss: 0.570 Epoch 6 Batch 39/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.747, Loss: 0.580 Epoch 6 Batch 40/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.743, Loss: 0.508 Epoch 6 Batch 41/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.736, Loss: 0.540 Epoch 6 Batch 42/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.733, Loss: 0.542 Epoch 6 Batch 43/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.728, Loss: 0.532 Epoch 6 Batch 44/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.736, Loss: 0.539 Epoch 6 Batch 45/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.735, Loss: 0.523 Epoch 6 Batch 46/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.732, Loss: 0.566 Epoch 6 Batch 47/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.733, Loss: 0.509 Epoch 6 Batch 48/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.730, Loss: 0.570 Epoch 6 Batch 49/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.734, Loss: 0.513 Epoch 6 Batch 50/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.735, Loss: 0.516 Epoch 6 Batch 51/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.725, Loss: 0.508 Epoch 6 Batch 52/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.723, Loss: 0.539 Epoch 6 Batch 53/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.723, Loss: 0.523 Epoch 6 Batch 54/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.727, Loss: 0.578 Epoch 6 Batch 55/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.727, Loss: 0.506 Epoch 6 Batch 56/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.724, Loss: 0.494 Epoch 6 Batch 57/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.722, Loss: 0.485 Epoch 6 Batch 58/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.720, Loss: 0.507 Epoch 6 Batch 59/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.722, Loss: 0.530 Epoch 6 Batch 60/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.723, Loss: 0.510 Epoch 6 Batch 61/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.730, Loss: 0.545 Epoch 6 Batch 62/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.727, Loss: 0.571 Epoch 6 Batch 63/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.731, Loss: 0.492 Epoch 6 Batch 64/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.727, Loss: 0.508 Epoch 6 Batch 65/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.726, Loss: 0.534 Epoch 6 Batch 66/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.729, Loss: 0.507 Epoch 6 Batch 67/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.731, Loss: 0.499 Epoch 6 Batch 68/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.731, Loss: 0.548 Epoch 6 Batch 69/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.734, Loss: 0.567 Epoch 6 Batch 70/1077 - Train Accuracy: 0.690, Validation Accuracy: 0.734, Loss: 0.537 Epoch 6 Batch 71/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.730, Loss: 0.504 Epoch 6 Batch 72/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.728, Loss: 0.519 Epoch 6 Batch 73/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.724, Loss: 0.527 Epoch 6 Batch 74/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.729, Loss: 0.477 Epoch 6 Batch 75/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.733, Loss: 0.529 Epoch 6 Batch 76/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.738, Loss: 0.489 Epoch 6 Batch 77/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.740, Loss: 0.532 Epoch 6 Batch 78/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.744, Loss: 0.540 Epoch 6 Batch 79/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.748, Loss: 0.523 Epoch 6 Batch 80/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.740, Loss: 0.540 Epoch 6 Batch 81/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.738, Loss: 0.520 Epoch 6 Batch 82/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.735, Loss: 0.452 Epoch 6 Batch 83/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.741, Loss: 0.544 Epoch 6 Batch 84/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.745, Loss: 0.518 Epoch 6 Batch 85/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.742, Loss: 0.487 Epoch 6 Batch 86/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.745, Loss: 0.530 Epoch 6 Batch 87/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.744, Loss: 0.525 Epoch 6 Batch 88/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.746, Loss: 0.527 Epoch 6 Batch 89/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.746, Loss: 0.525 Epoch 6 Batch 90/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.741, Loss: 0.533 Epoch 6 Batch 91/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.742, Loss: 0.462 Epoch 6 Batch 92/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.739, Loss: 0.512 Epoch 6 Batch 93/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.743, Loss: 0.516 Epoch 6 Batch 94/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.746, Loss: 0.503 Epoch 6 Batch 95/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.744, Loss: 0.522 Epoch 6 Batch 96/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.741, Loss: 0.499 Epoch 6 Batch 97/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.740, Loss: 0.502 Epoch 6 Batch 98/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.742, Loss: 0.502 Epoch 6 Batch 99/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.745, Loss: 0.538 Epoch 6 Batch 100/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.748, Loss: 0.528 Epoch 6 Batch 101/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.744, Loss: 0.504 Epoch 6 Batch 102/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.743, Loss: 0.502 Epoch 6 Batch 103/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.742, Loss: 0.580 Epoch 6 Batch 104/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.745, Loss: 0.542 Epoch 6 Batch 105/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.736, Loss: 0.521 Epoch 6 Batch 106/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.731, Loss: 0.558 Epoch 6 Batch 107/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.731, Loss: 0.507 Epoch 6 Batch 108/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.730, Loss: 0.479 Epoch 6 Batch 109/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.730, Loss: 0.505 Epoch 6 Batch 110/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.737, Loss: 0.485 Epoch 6 Batch 111/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.739, Loss: 0.527 Epoch 6 Batch 112/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.746, Loss: 0.527 Epoch 6 Batch 113/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.744, Loss: 0.526 Epoch 6 Batch 114/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.743, Loss: 0.491 Epoch 6 Batch 115/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.740, Loss: 0.529 Epoch 6 Batch 116/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.752, Loss: 0.551 Epoch 6 Batch 117/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.754, Loss: 0.541 Epoch 6 Batch 118/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.753, Loss: 0.548 Epoch 6 Batch 119/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.751, Loss: 0.521 Epoch 6 Batch 120/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.752, Loss: 0.525 Epoch 6 Batch 121/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.749, Loss: 0.503 Epoch 6 Batch 122/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.748, Loss: 0.514 Epoch 6 Batch 123/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.739, Loss: 0.489 Epoch 6 Batch 124/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.733, Loss: 0.533 Epoch 6 Batch 125/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.739, Loss: 0.511 Epoch 6 Batch 126/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.734, Loss: 0.490 Epoch 6 Batch 127/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.738, Loss: 0.518 Epoch 6 Batch 128/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.744, Loss: 0.497 Epoch 6 Batch 129/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.738, Loss: 0.523 Epoch 6 Batch 130/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.734, Loss: 0.475 Epoch 6 Batch 131/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.736, Loss: 0.533 Epoch 6 Batch 132/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.730, Loss: 0.533 Epoch 6 Batch 133/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.729, Loss: 0.520 Epoch 6 Batch 134/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.737, Loss: 0.471 Epoch 6 Batch 135/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.734, Loss: 0.519 Epoch 6 Batch 136/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.738, Loss: 0.498 Epoch 6 Batch 137/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.741, Loss: 0.463 Epoch 6 Batch 138/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.743, Loss: 0.507 Epoch 6 Batch 139/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.740, Loss: 0.518 Epoch 6 Batch 140/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.739, Loss: 0.539 Epoch 6 Batch 141/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.738, Loss: 0.531 Epoch 6 Batch 142/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.745, Loss: 0.484 Epoch 6 Batch 143/1077 - Train Accuracy: 0.712, Validation Accuracy: 0.744, Loss: 0.527 Epoch 6 Batch 144/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.745, Loss: 0.577 Epoch 6 Batch 145/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.745, Loss: 0.512 Epoch 6 Batch 146/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.745, Loss: 0.540 Epoch 6 Batch 147/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.748, Loss: 0.570 Epoch 6 Batch 148/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.757, Loss: 0.532 Epoch 6 Batch 149/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.753, Loss: 0.527 Epoch 6 Batch 150/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.739, Loss: 0.518 Epoch 6 Batch 151/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.746, Loss: 0.479 Epoch 6 Batch 152/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.748, Loss: 0.530 Epoch 6 Batch 153/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.744, Loss: 0.536 Epoch 6 Batch 154/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.747, Loss: 0.532 Epoch 6 Batch 155/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.755, Loss: 0.506 Epoch 6 Batch 156/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.755, Loss: 0.516 Epoch 6 Batch 157/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.755, Loss: 0.513 Epoch 6 Batch 158/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.754, Loss: 0.499 Epoch 6 Batch 159/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.748, Loss: 0.472 Epoch 6 Batch 160/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.745, Loss: 0.488 Epoch 6 Batch 161/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.744, Loss: 0.520 Epoch 6 Batch 162/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.740, Loss: 0.545 Epoch 6 Batch 163/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.737, Loss: 0.571 Epoch 6 Batch 164/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.738, Loss: 0.516 Epoch 6 Batch 165/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.738, Loss: 0.520 Epoch 6 Batch 166/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.741, Loss: 0.518 Epoch 6 Batch 167/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.746, Loss: 0.557 Epoch 6 Batch 168/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.743, Loss: 0.523 Epoch 6 Batch 169/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.744, Loss: 0.521 Epoch 6 Batch 170/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.744, Loss: 0.554 Epoch 6 Batch 171/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.748, Loss: 0.481 Epoch 6 Batch 172/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.750, Loss: 0.483 Epoch 6 Batch 173/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.749, Loss: 0.560 Epoch 6 Batch 174/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.748, Loss: 0.503 Epoch 6 Batch 175/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.746, Loss: 0.503 Epoch 6 Batch 176/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.741, Loss: 0.528 Epoch 6 Batch 177/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.739, Loss: 0.546 Epoch 6 Batch 178/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.748, Loss: 0.516 Epoch 6 Batch 179/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.745, Loss: 0.550 Epoch 6 Batch 180/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.756, Loss: 0.509 Epoch 6 Batch 181/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.751, Loss: 0.538 Epoch 6 Batch 182/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.748, Loss: 0.522 Epoch 6 Batch 183/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.742, Loss: 0.526 Epoch 6 Batch 184/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.745, Loss: 0.514 Epoch 6 Batch 185/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.750, Loss: 0.540 Epoch 6 Batch 186/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.757, Loss: 0.538 Epoch 6 Batch 187/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.756, Loss: 0.531 Epoch 6 Batch 188/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.746, Loss: 0.511 Epoch 6 Batch 189/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.742, Loss: 0.513 Epoch 6 Batch 190/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.745, Loss: 0.516 Epoch 6 Batch 191/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.754, Loss: 0.458 Epoch 6 Batch 192/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.749, Loss: 0.537 Epoch 6 Batch 193/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.744, Loss: 0.499 Epoch 6 Batch 194/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.748, Loss: 0.480 Epoch 6 Batch 195/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.750, Loss: 0.513 Epoch 6 Batch 196/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.745, Loss: 0.527 Epoch 6 Batch 197/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.748, Loss: 0.519 Epoch 6 Batch 198/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.749, Loss: 0.475 Epoch 6 Batch 199/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.745, Loss: 0.480 Epoch 6 Batch 200/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.741, Loss: 0.518 Epoch 6 Batch 201/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.736, Loss: 0.491 Epoch 6 Batch 202/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.733, Loss: 0.530 Epoch 6 Batch 203/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.736, Loss: 0.510 Epoch 6 Batch 204/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.730, Loss: 0.548 Epoch 6 Batch 205/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.735, Loss: 0.498 Epoch 6 Batch 206/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.735, Loss: 0.495 Epoch 6 Batch 207/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.739, Loss: 0.512 Epoch 6 Batch 208/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.741, Loss: 0.517 Epoch 6 Batch 209/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.741, Loss: 0.476 Epoch 6 Batch 210/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.741, Loss: 0.503 Epoch 6 Batch 211/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.739, Loss: 0.514 Epoch 6 Batch 212/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.737, Loss: 0.481 Epoch 6 Batch 213/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.739, Loss: 0.480 Epoch 6 Batch 214/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.738, Loss: 0.508 Epoch 6 Batch 215/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.740, Loss: 0.527 Epoch 6 Batch 216/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.741, Loss: 0.520 Epoch 6 Batch 217/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.743, Loss: 0.489 Epoch 6 Batch 218/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.747, Loss: 0.552 Epoch 6 Batch 219/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.745, Loss: 0.508 Epoch 6 Batch 220/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.744, Loss: 0.532 Epoch 6 Batch 221/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.750, Loss: 0.530 Epoch 6 Batch 222/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.753, Loss: 0.551 Epoch 6 Batch 223/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.742, Loss: 0.485 Epoch 6 Batch 224/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.744, Loss: 0.522 Epoch 6 Batch 225/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.743, Loss: 0.506 Epoch 6 Batch 226/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.742, Loss: 0.513 Epoch 6 Batch 227/1077 - Train Accuracy: 0.695, Validation Accuracy: 0.748, Loss: 0.556 Epoch 6 Batch 228/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.749, Loss: 0.496 Epoch 6 Batch 229/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.744, Loss: 0.525 Epoch 6 Batch 230/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.743, Loss: 0.475 Epoch 6 Batch 231/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.743, Loss: 0.534 Epoch 6 Batch 232/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.744, Loss: 0.540 Epoch 6 Batch 233/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.747, Loss: 0.536 Epoch 6 Batch 234/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.743, Loss: 0.523 Epoch 6 Batch 235/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.748, Loss: 0.467 Epoch 6 Batch 236/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.757, Loss: 0.540 Epoch 6 Batch 237/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.750, Loss: 0.482 Epoch 6 Batch 238/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.752, Loss: 0.503 Epoch 6 Batch 239/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.750, Loss: 0.480 Epoch 6 Batch 240/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.748, Loss: 0.487 Epoch 6 Batch 241/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.743, Loss: 0.476 Epoch 6 Batch 242/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.741, Loss: 0.529 Epoch 6 Batch 243/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.739, Loss: 0.525 Epoch 6 Batch 244/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.737, Loss: 0.502 Epoch 6 Batch 245/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.744, Loss: 0.472 Epoch 6 Batch 246/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.742, Loss: 0.518 Epoch 6 Batch 247/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.745, Loss: 0.477 Epoch 6 Batch 248/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.745, Loss: 0.493 Epoch 6 Batch 249/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.750, Loss: 0.490 Epoch 6 Batch 250/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.750, Loss: 0.475 Epoch 6 Batch 251/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.750, Loss: 0.532 Epoch 6 Batch 252/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.751, Loss: 0.505 Epoch 6 Batch 253/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.753, Loss: 0.484 Epoch 6 Batch 254/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.752, Loss: 0.510 Epoch 6 Batch 255/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.742, Loss: 0.502 Epoch 6 Batch 256/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.735, Loss: 0.539 Epoch 6 Batch 257/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.736, Loss: 0.497 Epoch 6 Batch 258/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.741, Loss: 0.499 Epoch 6 Batch 259/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.750, Loss: 0.505 Epoch 6 Batch 260/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.744, Loss: 0.471 Epoch 6 Batch 261/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.748, Loss: 0.503 Epoch 6 Batch 262/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.751, Loss: 0.501 Epoch 6 Batch 263/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.748, Loss: 0.495 Epoch 6 Batch 264/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.750, Loss: 0.519 Epoch 6 Batch 265/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.748, Loss: 0.526 Epoch 6 Batch 266/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.744, Loss: 0.492 Epoch 6 Batch 267/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.746, Loss: 0.488 Epoch 6 Batch 268/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.757, Loss: 0.523 Epoch 6 Batch 269/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.755, Loss: 0.546 Epoch 6 Batch 270/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.754, Loss: 0.540 Epoch 6 Batch 271/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.753, Loss: 0.483 Epoch 6 Batch 272/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.754, Loss: 0.538 Epoch 6 Batch 273/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.751, Loss: 0.484 Epoch 6 Batch 274/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.740, Loss: 0.495 Epoch 6 Batch 275/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.738, Loss: 0.495 Epoch 6 Batch 276/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.739, Loss: 0.541 Epoch 6 Batch 277/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.734, Loss: 0.467 Epoch 6 Batch 278/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.738, Loss: 0.537 Epoch 6 Batch 279/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.742, Loss: 0.587 Epoch 6 Batch 280/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.744, Loss: 0.517 Epoch 6 Batch 281/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.744, Loss: 0.521 Epoch 6 Batch 282/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.737, Loss: 0.554 Epoch 6 Batch 283/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.736, Loss: 0.512 Epoch 6 Batch 284/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.744, Loss: 0.551 Epoch 6 Batch 285/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.745, Loss: 0.497 Epoch 6 Batch 286/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.747, Loss: 0.491 Epoch 6 Batch 287/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.745, Loss: 0.505 Epoch 6 Batch 288/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.743, Loss: 0.538 Epoch 6 Batch 289/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.739, Loss: 0.492 Epoch 6 Batch 290/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.732, Loss: 0.518 Epoch 6 Batch 291/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.726, Loss: 0.531 Epoch 6 Batch 292/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.735, Loss: 0.496 Epoch 6 Batch 293/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.738, Loss: 0.527 Epoch 6 Batch 294/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.734, Loss: 0.473 Epoch 6 Batch 295/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.730, Loss: 0.542 Epoch 6 Batch 296/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.732, Loss: 0.481 Epoch 6 Batch 297/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.736, Loss: 0.543 Epoch 6 Batch 298/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.740, Loss: 0.548 Epoch 6 Batch 299/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.745, Loss: 0.504 Epoch 6 Batch 300/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.747, Loss: 0.523 Epoch 6 Batch 301/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.741, Loss: 0.498 Epoch 6 Batch 302/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.729, Loss: 0.501 Epoch 6 Batch 303/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.730, Loss: 0.534 Epoch 6 Batch 304/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.730, Loss: 0.492 Epoch 6 Batch 305/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.730, Loss: 0.505 Epoch 6 Batch 306/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.728, Loss: 0.503 Epoch 6 Batch 307/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.727, Loss: 0.526 Epoch 6 Batch 308/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.729, Loss: 0.557 Epoch 6 Batch 309/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.730, Loss: 0.471 Epoch 6 Batch 310/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.732, Loss: 0.520 Epoch 6 Batch 311/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.733, Loss: 0.490 Epoch 6 Batch 312/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.734, Loss: 0.549 Epoch 6 Batch 313/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.731, Loss: 0.496 Epoch 6 Batch 314/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.732, Loss: 0.515 Epoch 6 Batch 315/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.733, Loss: 0.483 Epoch 6 Batch 316/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.739, Loss: 0.488 Epoch 6 Batch 317/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.738, Loss: 0.543 Epoch 6 Batch 318/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.738, Loss: 0.517 Epoch 6 Batch 319/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.734, Loss: 0.510 Epoch 6 Batch 320/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.729, Loss: 0.512 Epoch 6 Batch 321/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.727, Loss: 0.505 Epoch 6 Batch 322/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.734, Loss: 0.486 Epoch 6 Batch 323/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.732, Loss: 0.504 Epoch 6 Batch 324/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.732, Loss: 0.518 Epoch 6 Batch 325/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.734, Loss: 0.489 Epoch 6 Batch 326/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.736, Loss: 0.504 Epoch 6 Batch 327/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.739, Loss: 0.529 Epoch 6 Batch 328/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.739, Loss: 0.526 Epoch 6 Batch 329/1077 - Train Accuracy: 0.707, Validation Accuracy: 0.740, Loss: 0.536 Epoch 6 Batch 330/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.746, Loss: 0.510 Epoch 6 Batch 331/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.742, Loss: 0.529 Epoch 6 Batch 332/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.740, Loss: 0.466 Epoch 6 Batch 333/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.734, Loss: 0.497 Epoch 6 Batch 334/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.737, Loss: 0.508 Epoch 6 Batch 335/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.732, Loss: 0.483 Epoch 6 Batch 336/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.738, Loss: 0.544 Epoch 6 Batch 337/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.744, Loss: 0.542 Epoch 6 Batch 338/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.749, Loss: 0.575 Epoch 6 Batch 339/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.754, Loss: 0.477 Epoch 6 Batch 340/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.753, Loss: 0.519 Epoch 6 Batch 341/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.753, Loss: 0.552 Epoch 6 Batch 342/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.754, Loss: 0.478 Epoch 6 Batch 343/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.753, Loss: 0.506 Epoch 6 Batch 344/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.753, Loss: 0.501 Epoch 6 Batch 345/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.754, Loss: 0.498 Epoch 6 Batch 346/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.750, Loss: 0.523 Epoch 6 Batch 347/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.742, Loss: 0.475 Epoch 6 Batch 348/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.741, Loss: 0.486 Epoch 6 Batch 349/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.744, Loss: 0.519 Epoch 6 Batch 350/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.732, Loss: 0.511 Epoch 6 Batch 351/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.736, Loss: 0.539 Epoch 6 Batch 352/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.733, Loss: 0.513 Epoch 6 Batch 353/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.731, Loss: 0.557 Epoch 6 Batch 354/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.730, Loss: 0.535 Epoch 6 Batch 355/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.732, Loss: 0.518 Epoch 6 Batch 356/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.735, Loss: 0.517 Epoch 6 Batch 357/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.734, Loss: 0.485 Epoch 6 Batch 358/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.743, Loss: 0.525 Epoch 6 Batch 359/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.744, Loss: 0.507 Epoch 6 Batch 360/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.753, Loss: 0.520 Epoch 6 Batch 361/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.749, Loss: 0.536 Epoch 6 Batch 362/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.740, Loss: 0.503 Epoch 6 Batch 363/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.744, Loss: 0.530 Epoch 6 Batch 364/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.747, Loss: 0.539 Epoch 6 Batch 365/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.742, Loss: 0.492 Epoch 6 Batch 366/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.746, Loss: 0.536 Epoch 6 Batch 367/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.747, Loss: 0.463 Epoch 6 Batch 368/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.739, Loss: 0.512 Epoch 6 Batch 369/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.735, Loss: 0.502 Epoch 6 Batch 370/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.743, Loss: 0.493 Epoch 6 Batch 371/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.744, Loss: 0.508 Epoch 6 Batch 372/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.746, Loss: 0.479 Epoch 6 Batch 373/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.741, Loss: 0.465 Epoch 6 Batch 374/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.745, Loss: 0.553 Epoch 6 Batch 375/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.748, Loss: 0.475 Epoch 6 Batch 376/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.743, Loss: 0.480 Epoch 6 Batch 377/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.739, Loss: 0.522 Epoch 6 Batch 378/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.745, Loss: 0.477 Epoch 6 Batch 379/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.744, Loss: 0.534 Epoch 6 Batch 380/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.747, Loss: 0.491 Epoch 6 Batch 381/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.744, Loss: 0.515 Epoch 6 Batch 382/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.743, Loss: 0.540 Epoch 6 Batch 383/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.748, Loss: 0.501 Epoch 6 Batch 384/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.744, Loss: 0.497 Epoch 6 Batch 385/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.746, Loss: 0.517 Epoch 6 Batch 386/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.745, Loss: 0.492 Epoch 6 Batch 387/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.744, Loss: 0.486 Epoch 6 Batch 388/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.750, Loss: 0.505 Epoch 6 Batch 389/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.751, Loss: 0.507 Epoch 6 Batch 390/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.756, Loss: 0.539 Epoch 6 Batch 391/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.756, Loss: 0.506 Epoch 6 Batch 392/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.751, Loss: 0.494 Epoch 6 Batch 393/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.749, Loss: 0.468 Epoch 6 Batch 394/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.750, Loss: 0.525 Epoch 6 Batch 395/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.748, Loss: 0.477 Epoch 6 Batch 396/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.746, Loss: 0.514 Epoch 6 Batch 397/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.747, Loss: 0.517 Epoch 6 Batch 398/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.749, Loss: 0.543 Epoch 6 Batch 399/1077 - Train Accuracy: 0.702, Validation Accuracy: 0.751, Loss: 0.561 Epoch 6 Batch 400/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.750, Loss: 0.534 Epoch 6 Batch 401/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.747, Loss: 0.502 Epoch 6 Batch 402/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.749, Loss: 0.477 Epoch 6 Batch 403/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.762, Loss: 0.519 Epoch 6 Batch 404/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.750, Loss: 0.477 Epoch 6 Batch 405/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.749, Loss: 0.523 Epoch 6 Batch 406/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.747, Loss: 0.490 Epoch 6 Batch 407/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.748, Loss: 0.547 Epoch 6 Batch 408/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.745, Loss: 0.522 Epoch 6 Batch 409/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.748, Loss: 0.540 Epoch 6 Batch 410/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.750, Loss: 0.539 Epoch 6 Batch 411/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.752, Loss: 0.502 Epoch 6 Batch 412/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.756, Loss: 0.478 Epoch 6 Batch 413/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.757, Loss: 0.503 Epoch 6 Batch 414/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.757, Loss: 0.533 Epoch 6 Batch 415/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.757, Loss: 0.503 Epoch 6 Batch 416/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.757, Loss: 0.494 Epoch 6 Batch 417/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.762, Loss: 0.527 Epoch 6 Batch 418/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.761, Loss: 0.497 Epoch 6 Batch 419/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.758, Loss: 0.518 Epoch 6 Batch 420/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.762, Loss: 0.482 Epoch 6 Batch 421/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.761, Loss: 0.522 Epoch 6 Batch 422/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.768, Loss: 0.503 Epoch 6 Batch 423/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.768, Loss: 0.525 Epoch 6 Batch 424/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.767, Loss: 0.517 Epoch 6 Batch 425/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.771, Loss: 0.484 Epoch 6 Batch 426/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.766, Loss: 0.538 Epoch 6 Batch 427/1077 - Train Accuracy: 0.714, Validation Accuracy: 0.769, Loss: 0.516 Epoch 6 Batch 428/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.759, Loss: 0.469 Epoch 6 Batch 429/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.750, Loss: 0.500 Epoch 6 Batch 430/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.744, Loss: 0.504 Epoch 6 Batch 431/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.754, Loss: 0.511 Epoch 6 Batch 432/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.756, Loss: 0.509 Epoch 6 Batch 433/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.752, Loss: 0.528 Epoch 6 Batch 434/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.749, Loss: 0.507 Epoch 6 Batch 435/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.751, Loss: 0.534 Epoch 6 Batch 436/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.743, Loss: 0.498 Epoch 6 Batch 437/1077 - Train Accuracy: 0.716, Validation Accuracy: 0.736, Loss: 0.513 Epoch 6 Batch 438/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.735, Loss: 0.507 Epoch 6 Batch 439/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.747, Loss: 0.545 Epoch 6 Batch 440/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.739, Loss: 0.508 Epoch 6 Batch 441/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.740, Loss: 0.525 Epoch 6 Batch 442/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.740, Loss: 0.505 Epoch 6 Batch 443/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.742, Loss: 0.494 Epoch 6 Batch 444/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.741, Loss: 0.496 Epoch 6 Batch 445/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.744, Loss: 0.539 Epoch 6 Batch 446/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.740, Loss: 0.447 Epoch 6 Batch 447/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.738, Loss: 0.527 Epoch 6 Batch 448/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.740, Loss: 0.527 Epoch 6 Batch 449/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.732, Loss: 0.536 Epoch 6 Batch 450/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.726, Loss: 0.514 Epoch 6 Batch 451/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.737, Loss: 0.500 Epoch 6 Batch 452/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.739, Loss: 0.514 Epoch 6 Batch 453/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.744, Loss: 0.493 Epoch 6 Batch 454/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.749, Loss: 0.508 Epoch 6 Batch 455/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.745, Loss: 0.484 Epoch 6 Batch 456/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.747, Loss: 0.513 Epoch 6 Batch 457/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.742, Loss: 0.488 Epoch 6 Batch 458/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.743, Loss: 0.536 Epoch 6 Batch 459/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.742, Loss: 0.486 Epoch 6 Batch 460/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.738, Loss: 0.535 Epoch 6 Batch 461/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.751, Loss: 0.532 Epoch 6 Batch 462/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.752, Loss: 0.501 Epoch 6 Batch 463/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.760, Loss: 0.513 Epoch 6 Batch 464/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.759, Loss: 0.495 Epoch 6 Batch 465/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.752, Loss: 0.560 Epoch 6 Batch 466/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.757, Loss: 0.462 Epoch 6 Batch 467/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.752, Loss: 0.482 Epoch 6 Batch 468/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.751, Loss: 0.509 Epoch 6 Batch 469/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.751, Loss: 0.520 Epoch 6 Batch 470/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.749, Loss: 0.537 Epoch 6 Batch 471/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.747, Loss: 0.486 Epoch 6 Batch 472/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.750, Loss: 0.491 Epoch 6 Batch 473/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.748, Loss: 0.526 Epoch 6 Batch 474/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.746, Loss: 0.521 Epoch 6 Batch 475/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.751, Loss: 0.481 Epoch 6 Batch 476/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.751, Loss: 0.499 Epoch 6 Batch 477/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.751, Loss: 0.473 Epoch 6 Batch 478/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.750, Loss: 0.536 Epoch 6 Batch 479/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.750, Loss: 0.529 Epoch 6 Batch 480/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.750, Loss: 0.535 Epoch 6 Batch 481/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.757, Loss: 0.517 Epoch 6 Batch 482/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.755, Loss: 0.546 Epoch 6 Batch 483/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.754, Loss: 0.505 Epoch 6 Batch 484/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.751, Loss: 0.502 Epoch 6 Batch 485/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.755, Loss: 0.517 Epoch 6 Batch 486/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.753, Loss: 0.513 Epoch 6 Batch 487/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.754, Loss: 0.516 Epoch 6 Batch 488/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.750, Loss: 0.511 Epoch 6 Batch 489/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.750, Loss: 0.496 Epoch 6 Batch 490/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.752, Loss: 0.519 Epoch 6 Batch 491/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.750, Loss: 0.515 Epoch 6 Batch 492/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.750, Loss: 0.524 Epoch 6 Batch 493/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.752, Loss: 0.457 Epoch 6 Batch 494/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.754, Loss: 0.490 Epoch 6 Batch 495/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.747, Loss: 0.498 Epoch 6 Batch 496/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.743, Loss: 0.509 Epoch 6 Batch 497/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.740, Loss: 0.542 Epoch 6 Batch 498/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.738, Loss: 0.507 Epoch 6 Batch 499/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.748, Loss: 0.485 Epoch 6 Batch 500/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.751, Loss: 0.511 Epoch 6 Batch 501/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.752, Loss: 0.539 Epoch 6 Batch 502/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.750, Loss: 0.513 Epoch 6 Batch 503/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.752, Loss: 0.503 Epoch 6 Batch 504/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.757, Loss: 0.510 Epoch 6 Batch 505/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.755, Loss: 0.449 Epoch 6 Batch 506/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.755, Loss: 0.503 Epoch 6 Batch 507/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.754, Loss: 0.497 Epoch 6 Batch 508/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.753, Loss: 0.483 Epoch 6 Batch 509/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.751, Loss: 0.539 Epoch 6 Batch 510/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.739, Loss: 0.484 Epoch 6 Batch 511/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.741, Loss: 0.517 Epoch 6 Batch 512/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.749, Loss: 0.517 Epoch 6 Batch 513/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.746, Loss: 0.507 Epoch 6 Batch 514/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.743, Loss: 0.520 Epoch 6 Batch 515/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.742, Loss: 0.530 Epoch 6 Batch 516/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.743, Loss: 0.467 Epoch 6 Batch 517/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.749, Loss: 0.509 Epoch 6 Batch 518/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.748, Loss: 0.494 Epoch 6 Batch 519/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.754, Loss: 0.489 Epoch 6 Batch 520/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.750, Loss: 0.481 Epoch 6 Batch 521/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.740, Loss: 0.487 Epoch 6 Batch 522/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.747, Loss: 0.530 Epoch 6 Batch 523/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.746, Loss: 0.514 Epoch 6 Batch 524/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.745, Loss: 0.512 Epoch 6 Batch 525/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.743, Loss: 0.524 Epoch 6 Batch 526/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.747, Loss: 0.505 Epoch 6 Batch 527/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.751, Loss: 0.511 Epoch 6 Batch 528/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.754, Loss: 0.498 Epoch 6 Batch 529/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.756, Loss: 0.497 Epoch 6 Batch 530/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.757, Loss: 0.506 Epoch 6 Batch 531/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.757, Loss: 0.493 Epoch 6 Batch 532/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.757, Loss: 0.532 Epoch 6 Batch 533/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.757, Loss: 0.526 Epoch 6 Batch 534/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.754, Loss: 0.494 Epoch 6 Batch 535/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.756, Loss: 0.499 Epoch 6 Batch 536/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.754, Loss: 0.501 Epoch 6 Batch 537/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.750, Loss: 0.517 Epoch 6 Batch 538/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.749, Loss: 0.475 Epoch 6 Batch 539/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.750, Loss: 0.529 Epoch 6 Batch 540/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.748, Loss: 0.462 Epoch 6 Batch 541/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.748, Loss: 0.502 Epoch 6 Batch 542/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.747, Loss: 0.494 Epoch 6 Batch 543/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.745, Loss: 0.508 Epoch 6 Batch 544/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.744, Loss: 0.502 Epoch 6 Batch 545/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.750, Loss: 0.537 Epoch 6 Batch 546/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.752, Loss: 0.536 Epoch 6 Batch 547/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.750, Loss: 0.497 Epoch 6 Batch 548/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.746, Loss: 0.495 Epoch 6 Batch 549/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.748, Loss: 0.541 Epoch 6 Batch 550/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.747, Loss: 0.521 Epoch 6 Batch 551/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.752, Loss: 0.523 Epoch 6 Batch 552/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.753, Loss: 0.519 Epoch 6 Batch 553/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.755, Loss: 0.522 Epoch 6 Batch 554/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.752, Loss: 0.519 Epoch 6 Batch 555/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.760, Loss: 0.515 Epoch 6 Batch 556/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.755, Loss: 0.482 Epoch 6 Batch 557/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.750, Loss: 0.487 Epoch 6 Batch 558/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.751, Loss: 0.491 Epoch 6 Batch 559/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.756, Loss: 0.516 Epoch 6 Batch 560/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.755, Loss: 0.486 Epoch 6 Batch 561/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.749, Loss: 0.474 Epoch 6 Batch 562/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.753, Loss: 0.455 Epoch 6 Batch 563/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.756, Loss: 0.524 Epoch 6 Batch 564/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.752, Loss: 0.528 Epoch 6 Batch 565/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.750, Loss: 0.512 Epoch 6 Batch 566/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.743, Loss: 0.539 Epoch 6 Batch 567/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.743, Loss: 0.509 Epoch 6 Batch 568/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.744, Loss: 0.494 Epoch 6 Batch 569/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.747, Loss: 0.517 Epoch 6 Batch 570/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.744, Loss: 0.528 Epoch 6 Batch 571/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.740, Loss: 0.467 Epoch 6 Batch 572/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.746, Loss: 0.483 Epoch 6 Batch 573/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.744, Loss: 0.528 Epoch 6 Batch 574/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.743, Loss: 0.539 Epoch 6 Batch 575/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.741, Loss: 0.506 Epoch 6 Batch 576/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.740, Loss: 0.519 Epoch 6 Batch 577/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.739, Loss: 0.531 Epoch 6 Batch 578/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.740, Loss: 0.520 Epoch 6 Batch 579/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.745, Loss: 0.479 Epoch 6 Batch 580/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.746, Loss: 0.474 Epoch 6 Batch 581/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.749, Loss: 0.494 Epoch 6 Batch 582/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.749, Loss: 0.512 Epoch 6 Batch 583/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.743, Loss: 0.518 Epoch 6 Batch 584/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.743, Loss: 0.507 Epoch 6 Batch 585/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.750, Loss: 0.466 Epoch 6 Batch 586/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.755, Loss: 0.538 Epoch 6 Batch 587/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.746, Loss: 0.492 Epoch 6 Batch 588/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.746, Loss: 0.497 Epoch 6 Batch 589/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.744, Loss: 0.533 Epoch 6 Batch 590/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.740, Loss: 0.527 Epoch 6 Batch 591/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.744, Loss: 0.490 Epoch 6 Batch 592/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.749, Loss: 0.523 Epoch 6 Batch 593/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.740, Loss: 0.500 Epoch 6 Batch 594/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.739, Loss: 0.507 Epoch 6 Batch 595/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.742, Loss: 0.532 Epoch 6 Batch 596/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.736, Loss: 0.518 Epoch 6 Batch 597/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.733, Loss: 0.500 Epoch 6 Batch 598/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.736, Loss: 0.499 Epoch 6 Batch 599/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.740, Loss: 0.574 Epoch 6 Batch 600/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.745, Loss: 0.488 Epoch 6 Batch 601/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.743, Loss: 0.500 Epoch 6 Batch 602/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.746, Loss: 0.492 Epoch 6 Batch 603/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.746, Loss: 0.512 Epoch 6 Batch 604/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.743, Loss: 0.523 Epoch 6 Batch 605/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.743, Loss: 0.553 Epoch 6 Batch 606/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.748, Loss: 0.460 Epoch 6 Batch 607/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.754, Loss: 0.472 Epoch 6 Batch 608/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.754, Loss: 0.536 Epoch 6 Batch 609/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.753, Loss: 0.530 Epoch 6 Batch 610/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.748, Loss: 0.534 Epoch 6 Batch 611/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.741, Loss: 0.517 Epoch 6 Batch 612/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.744, Loss: 0.472 Epoch 6 Batch 613/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.752, Loss: 0.536 Epoch 6 Batch 614/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.749, Loss: 0.495 Epoch 6 Batch 615/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.751, Loss: 0.495 Epoch 6 Batch 616/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.757, Loss: 0.539 Epoch 6 Batch 617/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.749, Loss: 0.493 Epoch 6 Batch 618/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.747, Loss: 0.503 Epoch 6 Batch 619/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.749, Loss: 0.519 Epoch 6 Batch 620/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.752, Loss: 0.483 Epoch 6 Batch 621/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.753, Loss: 0.512 Epoch 6 Batch 622/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.752, Loss: 0.531 Epoch 6 Batch 623/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.753, Loss: 0.517 Epoch 6 Batch 624/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.754, Loss: 0.463 Epoch 6 Batch 625/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.753, Loss: 0.515 Epoch 6 Batch 626/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.750, Loss: 0.443 Epoch 6 Batch 627/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.747, Loss: 0.504 Epoch 6 Batch 628/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.743, Loss: 0.540 Epoch 6 Batch 629/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.745, Loss: 0.519 Epoch 6 Batch 630/1077 - Train Accuracy: 0.710, Validation Accuracy: 0.744, Loss: 0.523 Epoch 6 Batch 631/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.747, Loss: 0.493 Epoch 6 Batch 632/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.751, Loss: 0.511 Epoch 6 Batch 633/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.750, Loss: 0.501 Epoch 6 Batch 634/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.754, Loss: 0.467 Epoch 6 Batch 635/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.752, Loss: 0.541 Epoch 6 Batch 636/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.749, Loss: 0.480 Epoch 6 Batch 637/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.751, Loss: 0.518 Epoch 6 Batch 638/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.746, Loss: 0.504 Epoch 6 Batch 639/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.750, Loss: 0.516 Epoch 6 Batch 640/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.754, Loss: 0.490 Epoch 6 Batch 641/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.748, Loss: 0.480 Epoch 6 Batch 642/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.753, Loss: 0.497 Epoch 6 Batch 643/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.748, Loss: 0.471 Epoch 6 Batch 644/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.745, Loss: 0.492 Epoch 6 Batch 645/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.749, Loss: 0.504 Epoch 6 Batch 646/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.753, Loss: 0.483 Epoch 6 Batch 647/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.751, Loss: 0.512 Epoch 6 Batch 648/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.759, Loss: 0.476 Epoch 6 Batch 649/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.761, Loss: 0.525 Epoch 6 Batch 650/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.753, Loss: 0.520 Epoch 6 Batch 651/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.760, Loss: 0.485 Epoch 6 Batch 652/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.762, Loss: 0.520 Epoch 6 Batch 653/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.761, Loss: 0.515 Epoch 6 Batch 654/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.758, Loss: 0.491 Epoch 6 Batch 655/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.753, Loss: 0.525 Epoch 6 Batch 656/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.753, Loss: 0.507 Epoch 6 Batch 657/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.752, Loss: 0.528 Epoch 6 Batch 658/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.755, Loss: 0.481 Epoch 6 Batch 659/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.759, Loss: 0.501 Epoch 6 Batch 660/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.762, Loss: 0.527 Epoch 6 Batch 661/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.768, Loss: 0.436 Epoch 6 Batch 662/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.768, Loss: 0.491 Epoch 6 Batch 663/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.766, Loss: 0.502 Epoch 6 Batch 664/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.755, Loss: 0.494 Epoch 6 Batch 665/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.752, Loss: 0.529 Epoch 6 Batch 666/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.752, Loss: 0.524 Epoch 6 Batch 667/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.750, Loss: 0.541 Epoch 6 Batch 668/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.757, Loss: 0.482 Epoch 6 Batch 669/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.756, Loss: 0.506 Epoch 6 Batch 670/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.751, Loss: 0.473 Epoch 6 Batch 671/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.753, Loss: 0.529 Epoch 6 Batch 672/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.751, Loss: 0.493 Epoch 6 Batch 673/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.749, Loss: 0.492 Epoch 6 Batch 674/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.749, Loss: 0.493 Epoch 6 Batch 675/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.749, Loss: 0.508 Epoch 6 Batch 676/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.749, Loss: 0.519 Epoch 6 Batch 677/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.751, Loss: 0.520 Epoch 6 Batch 678/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.747, Loss: 0.484 Epoch 6 Batch 679/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.749, Loss: 0.521 Epoch 6 Batch 680/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.751, Loss: 0.470 Epoch 6 Batch 681/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.749, Loss: 0.522 Epoch 6 Batch 682/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.751, Loss: 0.524 Epoch 6 Batch 683/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.741, Loss: 0.483 Epoch 6 Batch 684/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.744, Loss: 0.508 Epoch 6 Batch 685/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.755, Loss: 0.516 Epoch 6 Batch 686/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.754, Loss: 0.462 Epoch 6 Batch 687/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.748, Loss: 0.544 Epoch 6 Batch 688/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.748, Loss: 0.493 Epoch 6 Batch 689/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.748, Loss: 0.480 Epoch 6 Batch 690/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.756, Loss: 0.503 Epoch 6 Batch 691/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.759, Loss: 0.547 Epoch 6 Batch 692/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.759, Loss: 0.477 Epoch 6 Batch 693/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.759, Loss: 0.572 Epoch 6 Batch 694/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.753, Loss: 0.494 Epoch 6 Batch 695/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.757, Loss: 0.488 Epoch 6 Batch 696/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.757, Loss: 0.529 Epoch 6 Batch 697/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.756, Loss: 0.501 Epoch 6 Batch 698/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.758, Loss: 0.481 Epoch 6 Batch 699/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.759, Loss: 0.533 Epoch 6 Batch 700/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.757, Loss: 0.480 Epoch 6 Batch 701/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.756, Loss: 0.513 Epoch 6 Batch 702/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.754, Loss: 0.505 Epoch 6 Batch 703/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.753, Loss: 0.503 Epoch 6 Batch 704/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.752, Loss: 0.522 Epoch 6 Batch 705/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.757, Loss: 0.541 Epoch 6 Batch 706/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.757, Loss: 0.503 Epoch 6 Batch 707/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.754, Loss: 0.501 Epoch 6 Batch 708/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.754, Loss: 0.497 Epoch 6 Batch 709/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.752, Loss: 0.524 Epoch 6 Batch 710/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.745, Loss: 0.489 Epoch 6 Batch 711/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.749, Loss: 0.534 Epoch 6 Batch 712/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.759, Loss: 0.485 Epoch 6 Batch 713/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.761, Loss: 0.452 Epoch 6 Batch 714/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.757, Loss: 0.491 Epoch 6 Batch 715/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.748, Loss: 0.535 Epoch 6 Batch 716/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.752, Loss: 0.469 Epoch 6 Batch 717/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.756, Loss: 0.517 Epoch 6 Batch 718/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.751, Loss: 0.508 Epoch 6 Batch 719/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.756, Loss: 0.485 Epoch 6 Batch 720/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.756, Loss: 0.536 Epoch 6 Batch 721/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.749, Loss: 0.515 Epoch 6 Batch 722/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.750, Loss: 0.494 Epoch 6 Batch 723/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.751, Loss: 0.503 Epoch 6 Batch 724/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.751, Loss: 0.541 Epoch 6 Batch 725/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.739, Loss: 0.471 Epoch 6 Batch 726/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.737, Loss: 0.489 Epoch 6 Batch 727/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.747, Loss: 0.474 Epoch 6 Batch 728/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.747, Loss: 0.486 Epoch 6 Batch 729/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.750, Loss: 0.528 Epoch 6 Batch 730/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.751, Loss: 0.525 Epoch 6 Batch 731/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.751, Loss: 0.490 Epoch 6 Batch 732/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.745, Loss: 0.532 Epoch 6 Batch 733/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.748, Loss: 0.525 Epoch 6 Batch 734/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.743, Loss: 0.536 Epoch 6 Batch 735/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.744, Loss: 0.480 Epoch 6 Batch 736/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.741, Loss: 0.490 Epoch 6 Batch 737/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.739, Loss: 0.520 Epoch 6 Batch 738/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.738, Loss: 0.426 Epoch 6 Batch 739/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.737, Loss: 0.481 Epoch 6 Batch 740/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.740, Loss: 0.489 Epoch 6 Batch 741/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.740, Loss: 0.520 Epoch 6 Batch 742/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.741, Loss: 0.510 Epoch 6 Batch 743/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.745, Loss: 0.512 Epoch 6 Batch 744/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.746, Loss: 0.471 Epoch 6 Batch 745/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.744, Loss: 0.498 Epoch 6 Batch 746/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.746, Loss: 0.504 Epoch 6 Batch 747/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.742, Loss: 0.453 Epoch 6 Batch 748/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.747, Loss: 0.484 Epoch 6 Batch 749/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.748, Loss: 0.505 Epoch 6 Batch 750/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.747, Loss: 0.489 Epoch 6 Batch 751/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.748, Loss: 0.492 Epoch 6 Batch 752/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.747, Loss: 0.458 Epoch 6 Batch 753/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.744, Loss: 0.477 Epoch 6 Batch 754/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.743, Loss: 0.503 Epoch 6 Batch 755/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.743, Loss: 0.484 Epoch 6 Batch 756/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.750, Loss: 0.469 Epoch 6 Batch 757/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.752, Loss: 0.511 Epoch 6 Batch 758/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.752, Loss: 0.468 Epoch 6 Batch 759/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.756, Loss: 0.463 Epoch 6 Batch 760/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.756, Loss: 0.506 Epoch 6 Batch 761/1077 - Train Accuracy: 0.721, Validation Accuracy: 0.759, Loss: 0.512 Epoch 6 Batch 762/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.760, Loss: 0.479 Epoch 6 Batch 763/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.758, Loss: 0.460 Epoch 6 Batch 764/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.757, Loss: 0.501 Epoch 6 Batch 765/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.761, Loss: 0.485 Epoch 6 Batch 766/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.761, Loss: 0.515 Epoch 6 Batch 767/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.760, Loss: 0.506 Epoch 6 Batch 768/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.763, Loss: 0.509 Epoch 6 Batch 769/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.754, Loss: 0.506 Epoch 6 Batch 770/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.749, Loss: 0.474 Epoch 6 Batch 771/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.747, Loss: 0.519 Epoch 6 Batch 772/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.745, Loss: 0.479 Epoch 6 Batch 773/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.740, Loss: 0.491 Epoch 6 Batch 774/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.739, Loss: 0.529 Epoch 6 Batch 775/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.742, Loss: 0.483 Epoch 6 Batch 776/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.740, Loss: 0.499 Epoch 6 Batch 777/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.749, Loss: 0.506 Epoch 6 Batch 778/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.753, Loss: 0.474 Epoch 6 Batch 779/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.755, Loss: 0.502 Epoch 6 Batch 780/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.750, Loss: 0.527 Epoch 6 Batch 781/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.745, Loss: 0.486 Epoch 6 Batch 782/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.745, Loss: 0.490 Epoch 6 Batch 783/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.755, Loss: 0.509 Epoch 6 Batch 784/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.754, Loss: 0.481 Epoch 6 Batch 785/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.755, Loss: 0.465 Epoch 6 Batch 786/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.755, Loss: 0.498 Epoch 6 Batch 787/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.751, Loss: 0.467 Epoch 6 Batch 788/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.750, Loss: 0.490 Epoch 6 Batch 789/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.749, Loss: 0.519 Epoch 6 Batch 790/1077 - Train Accuracy: 0.704, Validation Accuracy: 0.751, Loss: 0.527 Epoch 6 Batch 791/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.746, Loss: 0.510 Epoch 6 Batch 792/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.745, Loss: 0.509 Epoch 6 Batch 793/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.751, Loss: 0.491 Epoch 6 Batch 794/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.750, Loss: 0.507 Epoch 6 Batch 795/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.749, Loss: 0.517 Epoch 6 Batch 796/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.746, Loss: 0.511 Epoch 6 Batch 797/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.747, Loss: 0.500 Epoch 6 Batch 798/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.749, Loss: 0.515 Epoch 6 Batch 799/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.750, Loss: 0.547 Epoch 6 Batch 800/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.749, Loss: 0.493 Epoch 6 Batch 801/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.743, Loss: 0.514 Epoch 6 Batch 802/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.740, Loss: 0.488 Epoch 6 Batch 803/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.741, Loss: 0.514 Epoch 6 Batch 804/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.744, Loss: 0.512 Epoch 6 Batch 805/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.749, Loss: 0.513 Epoch 6 Batch 806/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.755, Loss: 0.498 Epoch 6 Batch 807/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.752, Loss: 0.477 Epoch 6 Batch 808/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.753, Loss: 0.510 Epoch 6 Batch 809/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.741, Loss: 0.543 Epoch 6 Batch 810/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.742, Loss: 0.457 Epoch 6 Batch 811/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.745, Loss: 0.454 Epoch 6 Batch 812/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.744, Loss: 0.512 Epoch 6 Batch 813/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.751, Loss: 0.480 Epoch 6 Batch 814/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.751, Loss: 0.519 Epoch 6 Batch 815/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.752, Loss: 0.511 Epoch 6 Batch 816/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.752, Loss: 0.518 Epoch 6 Batch 817/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.752, Loss: 0.519 Epoch 6 Batch 818/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.752, Loss: 0.493 Epoch 6 Batch 819/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.751, Loss: 0.492 Epoch 6 Batch 820/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.750, Loss: 0.526 Epoch 6 Batch 821/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.752, Loss: 0.509 Epoch 6 Batch 822/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.755, Loss: 0.499 Epoch 6 Batch 823/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.751, Loss: 0.481 Epoch 6 Batch 824/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.746, Loss: 0.477 Epoch 6 Batch 825/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.747, Loss: 0.501 Epoch 6 Batch 826/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.749, Loss: 0.468 Epoch 6 Batch 827/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.752, Loss: 0.543 Epoch 6 Batch 828/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.759, Loss: 0.507 Epoch 6 Batch 829/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.757, Loss: 0.533 Epoch 6 Batch 830/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.758, Loss: 0.487 Epoch 6 Batch 831/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.757, Loss: 0.501 Epoch 6 Batch 832/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.756, Loss: 0.489 Epoch 6 Batch 833/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.757, Loss: 0.493 Epoch 6 Batch 834/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.762, Loss: 0.493 Epoch 6 Batch 835/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.761, Loss: 0.500 Epoch 6 Batch 836/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.764, Loss: 0.525 Epoch 6 Batch 837/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.763, Loss: 0.535 Epoch 6 Batch 838/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.762, Loss: 0.481 Epoch 6 Batch 839/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.762, Loss: 0.471 Epoch 6 Batch 840/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.763, Loss: 0.491 Epoch 6 Batch 841/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.756, Loss: 0.502 Epoch 6 Batch 842/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.760, Loss: 0.496 Epoch 6 Batch 843/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.765, Loss: 0.474 Epoch 6 Batch 844/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.762, Loss: 0.458 Epoch 6 Batch 845/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.761, Loss: 0.510 Epoch 6 Batch 846/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.756, Loss: 0.493 Epoch 6 Batch 847/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.758, Loss: 0.524 Epoch 6 Batch 848/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.760, Loss: 0.493 Epoch 6 Batch 849/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.769, Loss: 0.480 Epoch 6 Batch 850/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.770, Loss: 0.535 Epoch 6 Batch 851/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.766, Loss: 0.489 Epoch 6 Batch 852/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.766, Loss: 0.525 Epoch 6 Batch 853/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.766, Loss: 0.456 Epoch 6 Batch 854/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.760, Loss: 0.518 Epoch 6 Batch 855/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.761, Loss: 0.503 Epoch 6 Batch 856/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.757, Loss: 0.520 Epoch 6 Batch 857/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.761, Loss: 0.498 Epoch 6 Batch 858/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.765, Loss: 0.475 Epoch 6 Batch 859/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.768, Loss: 0.491 Epoch 6 Batch 860/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.764, Loss: 0.468 Epoch 6 Batch 861/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.763, Loss: 0.499 Epoch 6 Batch 862/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.771, Loss: 0.497 Epoch 6 Batch 863/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.773, Loss: 0.481 Epoch 6 Batch 864/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.768, Loss: 0.488 Epoch 6 Batch 865/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.761, Loss: 0.461 Epoch 6 Batch 866/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.759, Loss: 0.470 Epoch 6 Batch 867/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.760, Loss: 0.564 Epoch 6 Batch 868/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.760, Loss: 0.479 Epoch 6 Batch 869/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.761, Loss: 0.517 Epoch 6 Batch 870/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.767, Loss: 0.542 Epoch 6 Batch 871/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.765, Loss: 0.540 Epoch 6 Batch 872/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.766, Loss: 0.485 Epoch 6 Batch 873/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.761, Loss: 0.515 Epoch 6 Batch 874/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.762, Loss: 0.523 Epoch 6 Batch 875/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.751, Loss: 0.529 Epoch 6 Batch 876/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.750, Loss: 0.514 Epoch 6 Batch 877/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.746, Loss: 0.490 Epoch 6 Batch 878/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.739, Loss: 0.481 Epoch 6 Batch 879/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.747, Loss: 0.487 Epoch 6 Batch 880/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.740, Loss: 0.487 Epoch 6 Batch 881/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.742, Loss: 0.519 Epoch 6 Batch 882/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.745, Loss: 0.526 Epoch 6 Batch 883/1077 - Train Accuracy: 0.722, Validation Accuracy: 0.743, Loss: 0.571 Epoch 6 Batch 884/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.741, Loss: 0.489 Epoch 6 Batch 885/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.746, Loss: 0.419 Epoch 6 Batch 886/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.750, Loss: 0.532 Epoch 6 Batch 887/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.748, Loss: 0.516 Epoch 6 Batch 888/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.750, Loss: 0.493 Epoch 6 Batch 889/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.752, Loss: 0.500 Epoch 6 Batch 890/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.754, Loss: 0.471 Epoch 6 Batch 891/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.752, Loss: 0.502 Epoch 6 Batch 892/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.755, Loss: 0.487 Epoch 6 Batch 893/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.753, Loss: 0.484 Epoch 6 Batch 894/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.756, Loss: 0.459 Epoch 6 Batch 895/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.761, Loss: 0.497 Epoch 6 Batch 896/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.763, Loss: 0.545 Epoch 6 Batch 897/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.760, Loss: 0.471 Epoch 6 Batch 898/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.758, Loss: 0.481 Epoch 6 Batch 899/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.758, Loss: 0.502 Epoch 6 Batch 900/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.759, Loss: 0.523 Epoch 6 Batch 901/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.762, Loss: 0.498 Epoch 6 Batch 902/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.762, Loss: 0.499 Epoch 6 Batch 903/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.758, Loss: 0.462 Epoch 6 Batch 904/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.758, Loss: 0.495 Epoch 6 Batch 905/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.762, Loss: 0.485 Epoch 6 Batch 906/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.760, Loss: 0.462 Epoch 6 Batch 907/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.759, Loss: 0.474 Epoch 6 Batch 908/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.760, Loss: 0.500 Epoch 6 Batch 909/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.762, Loss: 0.489 Epoch 6 Batch 910/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.759, Loss: 0.482 Epoch 6 Batch 911/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.760, Loss: 0.456 Epoch 6 Batch 912/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.762, Loss: 0.508 Epoch 6 Batch 913/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.758, Loss: 0.524 Epoch 6 Batch 914/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.760, Loss: 0.456 Epoch 6 Batch 915/1077 - Train Accuracy: 0.687, Validation Accuracy: 0.763, Loss: 0.549 Epoch 6 Batch 916/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.769, Loss: 0.505 Epoch 6 Batch 917/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.768, Loss: 0.508 Epoch 6 Batch 918/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.765, Loss: 0.453 Epoch 6 Batch 919/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.763, Loss: 0.490 Epoch 6 Batch 920/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.765, Loss: 0.510 Epoch 6 Batch 921/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.761, Loss: 0.513 Epoch 6 Batch 922/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.762, Loss: 0.490 Epoch 6 Batch 923/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.757, Loss: 0.518 Epoch 6 Batch 924/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.752, Loss: 0.541 Epoch 6 Batch 925/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.748, Loss: 0.474 Epoch 6 Batch 926/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.747, Loss: 0.518 Epoch 6 Batch 927/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.749, Loss: 0.507 Epoch 6 Batch 928/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.746, Loss: 0.496 Epoch 6 Batch 929/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.752, Loss: 0.533 Epoch 6 Batch 930/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.750, Loss: 0.477 Epoch 6 Batch 931/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.753, Loss: 0.468 Epoch 6 Batch 932/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.749, Loss: 0.506 Epoch 6 Batch 933/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.748, Loss: 0.507 Epoch 6 Batch 934/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.741, Loss: 0.519 Epoch 6 Batch 935/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.740, Loss: 0.510 Epoch 6 Batch 936/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.739, Loss: 0.503 Epoch 6 Batch 937/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.739, Loss: 0.538 Epoch 6 Batch 938/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.741, Loss: 0.515 Epoch 6 Batch 939/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.748, Loss: 0.493 Epoch 6 Batch 940/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.751, Loss: 0.509 Epoch 6 Batch 941/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.748, Loss: 0.472 Epoch 6 Batch 942/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.751, Loss: 0.507 Epoch 6 Batch 943/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.755, Loss: 0.506 Epoch 6 Batch 944/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.751, Loss: 0.480 Epoch 6 Batch 945/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.753, Loss: 0.473 Epoch 6 Batch 946/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.756, Loss: 0.494 Epoch 6 Batch 947/1077 - Train Accuracy: 0.703, Validation Accuracy: 0.755, Loss: 0.547 Epoch 6 Batch 948/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.757, Loss: 0.503 Epoch 6 Batch 949/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.749, Loss: 0.452 Epoch 6 Batch 950/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.746, Loss: 0.475 Epoch 6 Batch 951/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.746, Loss: 0.485 Epoch 6 Batch 952/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.743, Loss: 0.491 Epoch 6 Batch 953/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.743, Loss: 0.488 Epoch 6 Batch 954/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.740, Loss: 0.512 Epoch 6 Batch 955/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.745, Loss: 0.480 Epoch 6 Batch 956/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.748, Loss: 0.487 Epoch 6 Batch 957/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.748, Loss: 0.470 Epoch 6 Batch 958/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.749, Loss: 0.479 Epoch 6 Batch 959/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.749, Loss: 0.471 Epoch 6 Batch 960/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.752, Loss: 0.483 Epoch 6 Batch 961/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.752, Loss: 0.526 Epoch 6 Batch 962/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.752, Loss: 0.476 Epoch 6 Batch 963/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.755, Loss: 0.557 Epoch 6 Batch 964/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.753, Loss: 0.462 Epoch 6 Batch 965/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.752, Loss: 0.533 Epoch 6 Batch 966/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.752, Loss: 0.445 Epoch 6 Batch 967/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.750, Loss: 0.478 Epoch 6 Batch 968/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.748, Loss: 0.510 Epoch 6 Batch 969/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.753, Loss: 0.510 Epoch 6 Batch 970/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.753, Loss: 0.520 Epoch 6 Batch 971/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.753, Loss: 0.471 Epoch 6 Batch 972/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.754, Loss: 0.484 Epoch 6 Batch 973/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.757, Loss: 0.459 Epoch 6 Batch 974/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.749, Loss: 0.482 Epoch 6 Batch 975/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.754, Loss: 0.466 Epoch 6 Batch 976/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.755, Loss: 0.489 Epoch 6 Batch 977/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.756, Loss: 0.467 Epoch 6 Batch 978/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.759, Loss: 0.489 Epoch 6 Batch 979/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.759, Loss: 0.528 Epoch 6 Batch 980/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.765, Loss: 0.478 Epoch 6 Batch 981/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.756, Loss: 0.493 Epoch 6 Batch 982/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.750, Loss: 0.473 Epoch 6 Batch 983/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.756, Loss: 0.516 Epoch 6 Batch 984/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.755, Loss: 0.530 Epoch 6 Batch 985/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.757, Loss: 0.485 Epoch 6 Batch 986/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.758, Loss: 0.501 Epoch 6 Batch 987/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.757, Loss: 0.474 Epoch 6 Batch 988/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.756, Loss: 0.494 Epoch 6 Batch 989/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.745, Loss: 0.505 Epoch 6 Batch 990/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.746, Loss: 0.520 Epoch 6 Batch 991/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.752, Loss: 0.509 Epoch 6 Batch 992/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.760, Loss: 0.506 Epoch 6 Batch 993/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.754, Loss: 0.460 Epoch 6 Batch 994/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.762, Loss: 0.498 Epoch 6 Batch 995/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.763, Loss: 0.476 Epoch 6 Batch 996/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.760, Loss: 0.469 Epoch 6 Batch 997/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.762, Loss: 0.519 Epoch 6 Batch 998/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.762, Loss: 0.477 Epoch 6 Batch 999/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.765, Loss: 0.522 Epoch 6 Batch 1000/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.760, Loss: 0.452 Epoch 6 Batch 1001/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.763, Loss: 0.465 Epoch 6 Batch 1002/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.758, Loss: 0.483 Epoch 6 Batch 1003/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.752, Loss: 0.498 Epoch 6 Batch 1004/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.753, Loss: 0.514 Epoch 6 Batch 1005/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.752, Loss: 0.502 Epoch 6 Batch 1006/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.745, Loss: 0.468 Epoch 6 Batch 1007/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.740, Loss: 0.457 Epoch 6 Batch 1008/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.739, Loss: 0.512 Epoch 6 Batch 1009/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.744, Loss: 0.460 Epoch 6 Batch 1010/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.756, Loss: 0.504 Epoch 6 Batch 1011/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.759, Loss: 0.501 Epoch 6 Batch 1012/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.759, Loss: 0.461 Epoch 6 Batch 1013/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.757, Loss: 0.462 Epoch 6 Batch 1014/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.756, Loss: 0.512 Epoch 6 Batch 1015/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.759, Loss: 0.529 Epoch 6 Batch 1016/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.761, Loss: 0.505 Epoch 6 Batch 1017/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.762, Loss: 0.507 Epoch 6 Batch 1018/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.767, Loss: 0.481 Epoch 6 Batch 1019/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.764, Loss: 0.522 Epoch 6 Batch 1020/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.766, Loss: 0.474 Epoch 6 Batch 1021/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.766, Loss: 0.490 Epoch 6 Batch 1022/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.756, Loss: 0.450 Epoch 6 Batch 1023/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.750, Loss: 0.453 Epoch 6 Batch 1024/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.759, Loss: 0.539 Epoch 6 Batch 1025/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.763, Loss: 0.494 Epoch 6 Batch 1026/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.765, Loss: 0.474 Epoch 6 Batch 1027/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.762, Loss: 0.511 Epoch 6 Batch 1028/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.760, Loss: 0.490 Epoch 6 Batch 1029/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.757, Loss: 0.490 Epoch 6 Batch 1030/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.757, Loss: 0.505 Epoch 6 Batch 1031/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.761, Loss: 0.534 Epoch 6 Batch 1032/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.770, Loss: 0.471 Epoch 6 Batch 1033/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.763, Loss: 0.470 Epoch 6 Batch 1034/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.763, Loss: 0.502 Epoch 6 Batch 1035/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.764, Loss: 0.464 Epoch 6 Batch 1036/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.761, Loss: 0.482 Epoch 6 Batch 1037/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.761, Loss: 0.530 Epoch 6 Batch 1038/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.760, Loss: 0.486 Epoch 6 Batch 1039/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.754, Loss: 0.470 Epoch 6 Batch 1040/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.752, Loss: 0.503 Epoch 6 Batch 1041/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.750, Loss: 0.531 Epoch 6 Batch 1042/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.747, Loss: 0.486 Epoch 6 Batch 1043/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.743, Loss: 0.520 Epoch 6 Batch 1044/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.745, Loss: 0.510 Epoch 6 Batch 1045/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.756, Loss: 0.507 Epoch 6 Batch 1046/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.757, Loss: 0.467 Epoch 6 Batch 1047/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.758, Loss: 0.494 Epoch 6 Batch 1048/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.763, Loss: 0.493 Epoch 6 Batch 1049/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.763, Loss: 0.517 Epoch 6 Batch 1050/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.764, Loss: 0.507 Epoch 6 Batch 1051/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.756, Loss: 0.476 Epoch 6 Batch 1052/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.758, Loss: 0.461 Epoch 6 Batch 1053/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.756, Loss: 0.468 Epoch 6 Batch 1054/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.760, Loss: 0.505 Epoch 6 Batch 1055/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.759, Loss: 0.489 Epoch 6 Batch 1056/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.761, Loss: 0.488 Epoch 6 Batch 1057/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.763, Loss: 0.504 Epoch 6 Batch 1058/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.765, Loss: 0.528 Epoch 6 Batch 1059/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.758, Loss: 0.552 Epoch 6 Batch 1060/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.759, Loss: 0.462 Epoch 6 Batch 1061/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.756, Loss: 0.510 Epoch 6 Batch 1062/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.756, Loss: 0.491 Epoch 6 Batch 1063/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.766, Loss: 0.492 Epoch 6 Batch 1064/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.761, Loss: 0.480 Epoch 6 Batch 1065/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.759, Loss: 0.461 Epoch 6 Batch 1066/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.758, Loss: 0.475 Epoch 6 Batch 1067/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.763, Loss: 0.483 Epoch 6 Batch 1068/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.761, Loss: 0.478 Epoch 6 Batch 1069/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.761, Loss: 0.455 Epoch 6 Batch 1070/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.764, Loss: 0.500 Epoch 6 Batch 1071/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.766, Loss: 0.479 Epoch 6 Batch 1072/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.759, Loss: 0.494 Epoch 6 Batch 1073/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.761, Loss: 0.506 Epoch 6 Batch 1074/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.760, Loss: 0.510 Epoch 6 Batch 1075/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.773, Loss: 0.534 Epoch 7 Batch 0/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.770, Loss: 0.451 Epoch 7 Batch 1/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.769, Loss: 0.502 Epoch 7 Batch 2/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.768, Loss: 0.519 Epoch 7 Batch 3/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.765, Loss: 0.489 Epoch 7 Batch 4/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.765, Loss: 0.494 Epoch 7 Batch 5/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.765, Loss: 0.521 Epoch 7 Batch 6/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.765, Loss: 0.508 Epoch 7 Batch 7/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.762, Loss: 0.484 Epoch 7 Batch 8/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.762, Loss: 0.484 Epoch 7 Batch 9/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.768, Loss: 0.482 Epoch 7 Batch 10/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.767, Loss: 0.494 Epoch 7 Batch 11/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.762, Loss: 0.504 Epoch 7 Batch 12/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.763, Loss: 0.524 Epoch 7 Batch 13/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.762, Loss: 0.474 Epoch 7 Batch 14/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.764, Loss: 0.453 Epoch 7 Batch 15/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.765, Loss: 0.477 Epoch 7 Batch 16/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.761, Loss: 0.500 Epoch 7 Batch 17/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.763, Loss: 0.471 Epoch 7 Batch 18/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.760, Loss: 0.491 Epoch 7 Batch 19/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.757, Loss: 0.487 Epoch 7 Batch 20/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.754, Loss: 0.474 Epoch 7 Batch 21/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.758, Loss: 0.519 Epoch 7 Batch 22/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.757, Loss: 0.508 Epoch 7 Batch 23/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.763, Loss: 0.498 Epoch 7 Batch 24/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.759, Loss: 0.490 Epoch 7 Batch 25/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.757, Loss: 0.458 Epoch 7 Batch 26/1077 - Train Accuracy: 0.709, Validation Accuracy: 0.757, Loss: 0.510 Epoch 7 Batch 27/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.757, Loss: 0.457 Epoch 7 Batch 28/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.756, Loss: 0.491 Epoch 7 Batch 29/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.756, Loss: 0.475 Epoch 7 Batch 30/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.761, Loss: 0.491 Epoch 7 Batch 31/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.761, Loss: 0.502 Epoch 7 Batch 32/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.761, Loss: 0.454 Epoch 7 Batch 33/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.760, Loss: 0.454 Epoch 7 Batch 34/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.762, Loss: 0.515 Epoch 7 Batch 35/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.762, Loss: 0.480 Epoch 7 Batch 36/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.761, Loss: 0.470 Epoch 7 Batch 37/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.758, Loss: 0.500 Epoch 7 Batch 38/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.755, Loss: 0.535 Epoch 7 Batch 39/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.756, Loss: 0.547 Epoch 7 Batch 40/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.754, Loss: 0.479 Epoch 7 Batch 41/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.755, Loss: 0.481 Epoch 7 Batch 42/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.756, Loss: 0.528 Epoch 7 Batch 43/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.754, Loss: 0.485 Epoch 7 Batch 44/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.759, Loss: 0.506 Epoch 7 Batch 45/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.755, Loss: 0.496 Epoch 7 Batch 46/1077 - Train Accuracy: 0.701, Validation Accuracy: 0.756, Loss: 0.514 Epoch 7 Batch 47/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.755, Loss: 0.489 Epoch 7 Batch 48/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.755, Loss: 0.524 Epoch 7 Batch 49/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.755, Loss: 0.497 Epoch 7 Batch 50/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.755, Loss: 0.479 Epoch 7 Batch 51/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.756, Loss: 0.473 Epoch 7 Batch 52/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.757, Loss: 0.486 Epoch 7 Batch 53/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.754, Loss: 0.494 Epoch 7 Batch 54/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.749, Loss: 0.535 Epoch 7 Batch 55/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.754, Loss: 0.470 Epoch 7 Batch 56/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.752, Loss: 0.459 Epoch 7 Batch 57/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.753, Loss: 0.447 Epoch 7 Batch 58/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.748, Loss: 0.456 Epoch 7 Batch 59/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.747, Loss: 0.506 Epoch 7 Batch 60/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.746, Loss: 0.466 Epoch 7 Batch 61/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.749, Loss: 0.505 Epoch 7 Batch 62/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.752, Loss: 0.526 Epoch 7 Batch 63/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.740, Loss: 0.464 Epoch 7 Batch 64/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.750, Loss: 0.464 Epoch 7 Batch 65/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.756, Loss: 0.496 Epoch 7 Batch 66/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.757, Loss: 0.471 Epoch 7 Batch 67/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.756, Loss: 0.458 Epoch 7 Batch 68/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.755, Loss: 0.499 Epoch 7 Batch 69/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.757, Loss: 0.522 Epoch 7 Batch 70/1077 - Train Accuracy: 0.706, Validation Accuracy: 0.758, Loss: 0.516 Epoch 7 Batch 71/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.758, Loss: 0.473 Epoch 7 Batch 72/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.759, Loss: 0.495 Epoch 7 Batch 73/1077 - Train Accuracy: 0.711, Validation Accuracy: 0.756, Loss: 0.517 Epoch 7 Batch 74/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.760, Loss: 0.443 Epoch 7 Batch 75/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.759, Loss: 0.520 Epoch 7 Batch 76/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.768, Loss: 0.458 Epoch 7 Batch 77/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.770, Loss: 0.485 Epoch 7 Batch 78/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.765, Loss: 0.510 Epoch 7 Batch 79/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.767, Loss: 0.494 Epoch 7 Batch 80/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.763, Loss: 0.496 Epoch 7 Batch 81/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.766, Loss: 0.474 Epoch 7 Batch 82/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.766, Loss: 0.432 Epoch 7 Batch 83/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.770, Loss: 0.509 Epoch 7 Batch 84/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.770, Loss: 0.477 Epoch 7 Batch 85/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.773, Loss: 0.462 Epoch 7 Batch 86/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.768, Loss: 0.463 Epoch 7 Batch 87/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.770, Loss: 0.510 Epoch 7 Batch 88/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.768, Loss: 0.512 Epoch 7 Batch 89/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.761, Loss: 0.490 Epoch 7 Batch 90/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.763, Loss: 0.509 Epoch 7 Batch 91/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.770, Loss: 0.412 Epoch 7 Batch 92/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.773, Loss: 0.482 Epoch 7 Batch 93/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.775, Loss: 0.493 Epoch 7 Batch 94/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.776, Loss: 0.451 Epoch 7 Batch 95/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.776, Loss: 0.520 Epoch 7 Batch 96/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.777, Loss: 0.477 Epoch 7 Batch 97/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.768, Loss: 0.486 Epoch 7 Batch 98/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.767, Loss: 0.469 Epoch 7 Batch 99/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.769, Loss: 0.495 Epoch 7 Batch 100/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.766, Loss: 0.486 Epoch 7 Batch 101/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.769, Loss: 0.501 Epoch 7 Batch 102/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.767, Loss: 0.464 Epoch 7 Batch 103/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.771, Loss: 0.537 Epoch 7 Batch 104/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.769, Loss: 0.514 Epoch 7 Batch 105/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.773, Loss: 0.481 Epoch 7 Batch 106/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.759, Loss: 0.517 Epoch 7 Batch 107/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.771, Loss: 0.489 Epoch 7 Batch 108/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.769, Loss: 0.445 Epoch 7 Batch 109/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.772, Loss: 0.494 Epoch 7 Batch 110/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.765, Loss: 0.461 Epoch 7 Batch 111/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.768, Loss: 0.486 Epoch 7 Batch 112/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.765, Loss: 0.480 Epoch 7 Batch 113/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.766, Loss: 0.506 Epoch 7 Batch 114/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.767, Loss: 0.465 Epoch 7 Batch 115/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.759, Loss: 0.508 Epoch 7 Batch 116/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.756, Loss: 0.539 Epoch 7 Batch 117/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.759, Loss: 0.521 Epoch 7 Batch 118/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.753, Loss: 0.524 Epoch 7 Batch 119/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.753, Loss: 0.490 Epoch 7 Batch 120/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.767, Loss: 0.506 Epoch 7 Batch 121/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.772, Loss: 0.484 Epoch 7 Batch 122/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.768, Loss: 0.473 Epoch 7 Batch 123/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.765, Loss: 0.445 Epoch 7 Batch 124/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.759, Loss: 0.502 Epoch 7 Batch 125/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.754, Loss: 0.487 Epoch 7 Batch 126/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.756, Loss: 0.481 Epoch 7 Batch 127/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.761, Loss: 0.505 Epoch 7 Batch 128/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.756, Loss: 0.486 Epoch 7 Batch 129/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.762, Loss: 0.494 Epoch 7 Batch 130/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.758, Loss: 0.451 Epoch 7 Batch 131/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.754, Loss: 0.496 Epoch 7 Batch 132/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.752, Loss: 0.500 Epoch 7 Batch 133/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.754, Loss: 0.487 Epoch 7 Batch 134/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.754, Loss: 0.473 Epoch 7 Batch 135/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.751, Loss: 0.520 Epoch 7 Batch 136/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.754, Loss: 0.479 Epoch 7 Batch 137/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.755, Loss: 0.439 Epoch 7 Batch 138/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.755, Loss: 0.476 Epoch 7 Batch 139/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.756, Loss: 0.491 Epoch 7 Batch 140/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.760, Loss: 0.504 Epoch 7 Batch 141/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.770, Loss: 0.497 Epoch 7 Batch 142/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.768, Loss: 0.460 Epoch 7 Batch 143/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.767, Loss: 0.501 Epoch 7 Batch 144/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.766, Loss: 0.521 Epoch 7 Batch 145/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.762, Loss: 0.505 Epoch 7 Batch 146/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.767, Loss: 0.499 Epoch 7 Batch 147/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.764, Loss: 0.516 Epoch 7 Batch 148/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.759, Loss: 0.494 Epoch 7 Batch 149/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.758, Loss: 0.493 Epoch 7 Batch 150/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.754, Loss: 0.479 Epoch 7 Batch 151/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.755, Loss: 0.442 Epoch 7 Batch 152/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.757, Loss: 0.493 Epoch 7 Batch 153/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.763, Loss: 0.518 Epoch 7 Batch 154/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.764, Loss: 0.499 Epoch 7 Batch 155/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.764, Loss: 0.494 Epoch 7 Batch 156/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.766, Loss: 0.484 Epoch 7 Batch 157/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.766, Loss: 0.485 Epoch 7 Batch 158/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.768, Loss: 0.486 Epoch 7 Batch 159/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.766, Loss: 0.441 Epoch 7 Batch 160/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.767, Loss: 0.471 Epoch 7 Batch 161/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.766, Loss: 0.487 Epoch 7 Batch 162/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.762, Loss: 0.524 Epoch 7 Batch 163/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.760, Loss: 0.506 Epoch 7 Batch 164/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.759, Loss: 0.496 Epoch 7 Batch 165/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.759, Loss: 0.483 Epoch 7 Batch 166/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.762, Loss: 0.478 Epoch 7 Batch 167/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.759, Loss: 0.506 Epoch 7 Batch 168/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.759, Loss: 0.503 Epoch 7 Batch 169/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.761, Loss: 0.485 Epoch 7 Batch 170/1077 - Train Accuracy: 0.713, Validation Accuracy: 0.766, Loss: 0.510 Epoch 7 Batch 171/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.759, Loss: 0.454 Epoch 7 Batch 172/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.749, Loss: 0.444 Epoch 7 Batch 173/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.746, Loss: 0.510 Epoch 7 Batch 174/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.743, Loss: 0.458 Epoch 7 Batch 175/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.756, Loss: 0.461 Epoch 7 Batch 176/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.751, Loss: 0.473 Epoch 7 Batch 177/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.750, Loss: 0.504 Epoch 7 Batch 178/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.750, Loss: 0.494 Epoch 7 Batch 179/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.762, Loss: 0.510 Epoch 7 Batch 180/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.754, Loss: 0.482 Epoch 7 Batch 181/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.757, Loss: 0.526 Epoch 7 Batch 182/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.762, Loss: 0.482 Epoch 7 Batch 183/1077 - Train Accuracy: 0.719, Validation Accuracy: 0.756, Loss: 0.511 Epoch 7 Batch 184/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.752, Loss: 0.472 Epoch 7 Batch 185/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.761, Loss: 0.503 Epoch 7 Batch 186/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.762, Loss: 0.485 Epoch 7 Batch 187/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.771, Loss: 0.505 Epoch 7 Batch 188/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.767, Loss: 0.478 Epoch 7 Batch 189/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.766, Loss: 0.500 Epoch 7 Batch 190/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.764, Loss: 0.478 Epoch 7 Batch 191/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.765, Loss: 0.452 Epoch 7 Batch 192/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.760, Loss: 0.493 Epoch 7 Batch 193/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.760, Loss: 0.470 Epoch 7 Batch 194/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.752, Loss: 0.454 Epoch 7 Batch 195/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.738, Loss: 0.475 Epoch 7 Batch 196/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.746, Loss: 0.492 Epoch 7 Batch 197/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.752, Loss: 0.466 Epoch 7 Batch 198/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.763, Loss: 0.451 Epoch 7 Batch 199/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.766, Loss: 0.453 Epoch 7 Batch 200/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.766, Loss: 0.479 Epoch 7 Batch 201/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.766, Loss: 0.460 Epoch 7 Batch 202/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.765, Loss: 0.504 Epoch 7 Batch 203/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.759, Loss: 0.478 Epoch 7 Batch 204/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.762, Loss: 0.523 Epoch 7 Batch 205/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.761, Loss: 0.511 Epoch 7 Batch 206/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.756, Loss: 0.474 Epoch 7 Batch 207/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.764, Loss: 0.498 Epoch 7 Batch 208/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.764, Loss: 0.469 Epoch 7 Batch 209/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.767, Loss: 0.442 Epoch 7 Batch 210/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.770, Loss: 0.485 Epoch 7 Batch 211/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.765, Loss: 0.477 Epoch 7 Batch 212/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.761, Loss: 0.448 Epoch 7 Batch 213/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.757, Loss: 0.449 Epoch 7 Batch 214/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.761, Loss: 0.483 Epoch 7 Batch 215/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.752, Loss: 0.494 Epoch 7 Batch 216/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.750, Loss: 0.490 Epoch 7 Batch 217/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.755, Loss: 0.475 Epoch 7 Batch 218/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.771, Loss: 0.519 Epoch 7 Batch 219/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.766, Loss: 0.482 Epoch 7 Batch 220/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.768, Loss: 0.497 Epoch 7 Batch 221/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.760, Loss: 0.482 Epoch 7 Batch 222/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.756, Loss: 0.494 Epoch 7 Batch 223/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.759, Loss: 0.451 Epoch 7 Batch 224/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.761, Loss: 0.501 Epoch 7 Batch 225/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.763, Loss: 0.484 Epoch 7 Batch 226/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.763, Loss: 0.478 Epoch 7 Batch 227/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.756, Loss: 0.514 Epoch 7 Batch 228/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.754, Loss: 0.466 Epoch 7 Batch 229/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.753, Loss: 0.468 Epoch 7 Batch 230/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.759, Loss: 0.475 Epoch 7 Batch 231/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.760, Loss: 0.512 Epoch 7 Batch 232/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.765, Loss: 0.511 Epoch 7 Batch 233/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.757, Loss: 0.530 Epoch 7 Batch 234/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.757, Loss: 0.488 Epoch 7 Batch 235/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.759, Loss: 0.447 Epoch 7 Batch 236/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.761, Loss: 0.500 Epoch 7 Batch 237/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.748, Loss: 0.443 Epoch 7 Batch 238/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.748, Loss: 0.489 Epoch 7 Batch 239/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.749, Loss: 0.451 Epoch 7 Batch 240/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.753, Loss: 0.458 Epoch 7 Batch 241/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.754, Loss: 0.450 Epoch 7 Batch 242/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.756, Loss: 0.483 Epoch 7 Batch 243/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.761, Loss: 0.491 Epoch 7 Batch 244/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.759, Loss: 0.462 Epoch 7 Batch 245/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.759, Loss: 0.452 Epoch 7 Batch 246/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.760, Loss: 0.475 Epoch 7 Batch 247/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.762, Loss: 0.454 Epoch 7 Batch 248/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.756, Loss: 0.478 Epoch 7 Batch 249/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.749, Loss: 0.468 Epoch 7 Batch 250/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.748, Loss: 0.457 Epoch 7 Batch 251/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.749, Loss: 0.483 Epoch 7 Batch 252/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.749, Loss: 0.482 Epoch 7 Batch 253/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.742, Loss: 0.466 Epoch 7 Batch 254/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.750, Loss: 0.479 Epoch 7 Batch 255/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.755, Loss: 0.491 Epoch 7 Batch 256/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.755, Loss: 0.531 Epoch 7 Batch 257/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.758, Loss: 0.468 Epoch 7 Batch 258/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.758, Loss: 0.453 Epoch 7 Batch 259/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.752, Loss: 0.504 Epoch 7 Batch 260/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.755, Loss: 0.453 Epoch 7 Batch 261/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.751, Loss: 0.486 Epoch 7 Batch 262/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.742, Loss: 0.470 Epoch 7 Batch 263/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.742, Loss: 0.478 Epoch 7 Batch 264/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.742, Loss: 0.492 Epoch 7 Batch 265/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.743, Loss: 0.489 Epoch 7 Batch 266/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.741, Loss: 0.486 Epoch 7 Batch 267/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.744, Loss: 0.447 Epoch 7 Batch 268/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.759, Loss: 0.475 Epoch 7 Batch 269/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.759, Loss: 0.529 Epoch 7 Batch 270/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.755, Loss: 0.520 Epoch 7 Batch 271/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.751, Loss: 0.456 Epoch 7 Batch 272/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.750, Loss: 0.512 Epoch 7 Batch 273/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.749, Loss: 0.460 Epoch 7 Batch 274/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.750, Loss: 0.468 Epoch 7 Batch 275/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.750, Loss: 0.478 Epoch 7 Batch 276/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.748, Loss: 0.513 Epoch 7 Batch 277/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.747, Loss: 0.441 Epoch 7 Batch 278/1077 - Train Accuracy: 0.730, Validation Accuracy: 0.744, Loss: 0.533 Epoch 7 Batch 279/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.740, Loss: 0.547 Epoch 7 Batch 280/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.739, Loss: 0.493 Epoch 7 Batch 281/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.741, Loss: 0.502 Epoch 7 Batch 282/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.740, Loss: 0.509 Epoch 7 Batch 283/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.734, Loss: 0.483 Epoch 7 Batch 284/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.743, Loss: 0.507 Epoch 7 Batch 285/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.745, Loss: 0.465 Epoch 7 Batch 286/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.752, Loss: 0.450 Epoch 7 Batch 287/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.754, Loss: 0.474 Epoch 7 Batch 288/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.752, Loss: 0.511 Epoch 7 Batch 289/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.747, Loss: 0.485 Epoch 7 Batch 290/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.743, Loss: 0.491 Epoch 7 Batch 291/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.753, Loss: 0.506 Epoch 7 Batch 292/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.754, Loss: 0.471 Epoch 7 Batch 293/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.761, Loss: 0.497 Epoch 7 Batch 294/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.757, Loss: 0.466 Epoch 7 Batch 295/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.754, Loss: 0.516 Epoch 7 Batch 296/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.749, Loss: 0.459 Epoch 7 Batch 297/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.750, Loss: 0.492 Epoch 7 Batch 298/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.751, Loss: 0.515 Epoch 7 Batch 299/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.749, Loss: 0.464 Epoch 7 Batch 300/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.750, Loss: 0.485 Epoch 7 Batch 301/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.744, Loss: 0.477 Epoch 7 Batch 302/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.744, Loss: 0.470 Epoch 7 Batch 303/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.746, Loss: 0.505 Epoch 7 Batch 304/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.743, Loss: 0.456 Epoch 7 Batch 305/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.746, Loss: 0.471 Epoch 7 Batch 306/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.745, Loss: 0.464 Epoch 7 Batch 307/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.741, Loss: 0.488 Epoch 7 Batch 308/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.747, Loss: 0.514 Epoch 7 Batch 309/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.743, Loss: 0.447 Epoch 7 Batch 310/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.731, Loss: 0.496 Epoch 7 Batch 311/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.734, Loss: 0.464 Epoch 7 Batch 312/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.737, Loss: 0.512 Epoch 7 Batch 313/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.748, Loss: 0.477 Epoch 7 Batch 314/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.758, Loss: 0.478 Epoch 7 Batch 315/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.755, Loss: 0.449 Epoch 7 Batch 316/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.757, Loss: 0.446 Epoch 7 Batch 317/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.758, Loss: 0.503 Epoch 7 Batch 318/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.750, Loss: 0.475 Epoch 7 Batch 319/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.751, Loss: 0.484 Epoch 7 Batch 320/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.749, Loss: 0.486 Epoch 7 Batch 321/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.746, Loss: 0.466 Epoch 7 Batch 322/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.743, Loss: 0.470 Epoch 7 Batch 323/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.739, Loss: 0.492 Epoch 7 Batch 324/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.739, Loss: 0.479 Epoch 7 Batch 325/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.741, Loss: 0.457 Epoch 7 Batch 326/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.748, Loss: 0.447 Epoch 7 Batch 327/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.749, Loss: 0.496 Epoch 7 Batch 328/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.758, Loss: 0.486 Epoch 7 Batch 329/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.754, Loss: 0.515 Epoch 7 Batch 330/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.753, Loss: 0.472 Epoch 7 Batch 331/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.750, Loss: 0.500 Epoch 7 Batch 332/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.754, Loss: 0.431 Epoch 7 Batch 333/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.751, Loss: 0.485 Epoch 7 Batch 334/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.755, Loss: 0.467 Epoch 7 Batch 335/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.758, Loss: 0.456 Epoch 7 Batch 336/1077 - Train Accuracy: 0.723, Validation Accuracy: 0.760, Loss: 0.515 Epoch 7 Batch 337/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.756, Loss: 0.487 Epoch 7 Batch 338/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.752, Loss: 0.504 Epoch 7 Batch 339/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.762, Loss: 0.454 Epoch 7 Batch 340/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.769, Loss: 0.481 Epoch 7 Batch 341/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.766, Loss: 0.517 Epoch 7 Batch 342/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.766, Loss: 0.466 Epoch 7 Batch 343/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.762, Loss: 0.484 Epoch 7 Batch 344/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.760, Loss: 0.471 Epoch 7 Batch 345/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.753, Loss: 0.458 Epoch 7 Batch 346/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.762, Loss: 0.488 Epoch 7 Batch 347/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.767, Loss: 0.440 Epoch 7 Batch 348/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.765, Loss: 0.457 Epoch 7 Batch 349/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.760, Loss: 0.490 Epoch 7 Batch 350/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.761, Loss: 0.503 Epoch 7 Batch 351/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.766, Loss: 0.510 Epoch 7 Batch 352/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.765, Loss: 0.479 Epoch 7 Batch 353/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.754, Loss: 0.507 Epoch 7 Batch 354/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.755, Loss: 0.495 Epoch 7 Batch 355/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.750, Loss: 0.498 Epoch 7 Batch 356/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.761, Loss: 0.482 Epoch 7 Batch 357/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.762, Loss: 0.466 Epoch 7 Batch 358/1077 - Train Accuracy: 0.718, Validation Accuracy: 0.753, Loss: 0.488 Epoch 7 Batch 359/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.759, Loss: 0.489 Epoch 7 Batch 360/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.762, Loss: 0.475 Epoch 7 Batch 361/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.762, Loss: 0.494 Epoch 7 Batch 362/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.763, Loss: 0.467 Epoch 7 Batch 363/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.762, Loss: 0.489 Epoch 7 Batch 364/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.756, Loss: 0.499 Epoch 7 Batch 365/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.750, Loss: 0.474 Epoch 7 Batch 366/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.745, Loss: 0.488 Epoch 7 Batch 367/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.751, Loss: 0.425 Epoch 7 Batch 368/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.748, Loss: 0.486 Epoch 7 Batch 369/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.754, Loss: 0.469 Epoch 7 Batch 370/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.761, Loss: 0.466 Epoch 7 Batch 371/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.753, Loss: 0.495 Epoch 7 Batch 372/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.752, Loss: 0.453 Epoch 7 Batch 373/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.748, Loss: 0.451 Epoch 7 Batch 374/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.753, Loss: 0.514 Epoch 7 Batch 375/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.758, Loss: 0.454 Epoch 7 Batch 376/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.757, Loss: 0.453 Epoch 7 Batch 377/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.750, Loss: 0.514 Epoch 7 Batch 378/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.751, Loss: 0.456 Epoch 7 Batch 379/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.755, Loss: 0.489 Epoch 7 Batch 380/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.754, Loss: 0.476 Epoch 7 Batch 381/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.763, Loss: 0.497 Epoch 7 Batch 382/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.760, Loss: 0.502 Epoch 7 Batch 383/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.762, Loss: 0.481 Epoch 7 Batch 384/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.768, Loss: 0.480 Epoch 7 Batch 385/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.766, Loss: 0.480 Epoch 7 Batch 386/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.765, Loss: 0.475 Epoch 7 Batch 387/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.767, Loss: 0.453 Epoch 7 Batch 388/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.769, Loss: 0.467 Epoch 7 Batch 389/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.763, Loss: 0.475 Epoch 7 Batch 390/1077 - Train Accuracy: 0.724, Validation Accuracy: 0.764, Loss: 0.496 Epoch 7 Batch 391/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.768, Loss: 0.461 Epoch 7 Batch 392/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.763, Loss: 0.442 Epoch 7 Batch 393/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.768, Loss: 0.447 Epoch 7 Batch 394/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.772, Loss: 0.497 Epoch 7 Batch 395/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.773, Loss: 0.439 Epoch 7 Batch 396/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.773, Loss: 0.493 Epoch 7 Batch 397/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.771, Loss: 0.479 Epoch 7 Batch 398/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.767, Loss: 0.505 Epoch 7 Batch 399/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.763, Loss: 0.515 Epoch 7 Batch 400/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.754, Loss: 0.506 Epoch 7 Batch 401/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.751, Loss: 0.465 Epoch 7 Batch 402/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.752, Loss: 0.465 Epoch 7 Batch 403/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.753, Loss: 0.498 Epoch 7 Batch 404/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.749, Loss: 0.450 Epoch 7 Batch 405/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.755, Loss: 0.489 Epoch 7 Batch 406/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.760, Loss: 0.471 Epoch 7 Batch 407/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.761, Loss: 0.516 Epoch 7 Batch 408/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.766, Loss: 0.501 Epoch 7 Batch 409/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.761, Loss: 0.514 Epoch 7 Batch 410/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.760, Loss: 0.524 Epoch 7 Batch 411/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.766, Loss: 0.457 Epoch 7 Batch 412/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.765, Loss: 0.465 Epoch 7 Batch 413/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.763, Loss: 0.462 Epoch 7 Batch 414/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.760, Loss: 0.494 Epoch 7 Batch 415/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.765, Loss: 0.468 Epoch 7 Batch 416/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.773, Loss: 0.480 Epoch 7 Batch 417/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.772, Loss: 0.534 Epoch 7 Batch 418/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.774, Loss: 0.461 Epoch 7 Batch 419/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.776, Loss: 0.482 Epoch 7 Batch 420/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.763, Loss: 0.461 Epoch 7 Batch 421/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.764, Loss: 0.499 Epoch 7 Batch 422/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.764, Loss: 0.454 Epoch 7 Batch 423/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.768, Loss: 0.493 Epoch 7 Batch 424/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.767, Loss: 0.466 Epoch 7 Batch 425/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.770, Loss: 0.468 Epoch 7 Batch 426/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.769, Loss: 0.490 Epoch 7 Batch 427/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.771, Loss: 0.469 Epoch 7 Batch 428/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.771, Loss: 0.464 Epoch 7 Batch 429/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.770, Loss: 0.477 Epoch 7 Batch 430/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.768, Loss: 0.471 Epoch 7 Batch 431/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.767, Loss: 0.476 Epoch 7 Batch 432/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.769, Loss: 0.478 Epoch 7 Batch 433/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.766, Loss: 0.495 Epoch 7 Batch 434/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.764, Loss: 0.489 Epoch 7 Batch 435/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.767, Loss: 0.512 Epoch 7 Batch 436/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.763, Loss: 0.467 Epoch 7 Batch 437/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.766, Loss: 0.493 Epoch 7 Batch 438/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.754, Loss: 0.482 Epoch 7 Batch 439/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.759, Loss: 0.495 Epoch 7 Batch 440/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.755, Loss: 0.474 Epoch 7 Batch 441/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.753, Loss: 0.462 Epoch 7 Batch 442/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.756, Loss: 0.451 Epoch 7 Batch 443/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.757, Loss: 0.473 Epoch 7 Batch 444/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.756, Loss: 0.487 Epoch 7 Batch 445/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.763, Loss: 0.497 Epoch 7 Batch 446/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.770, Loss: 0.421 Epoch 7 Batch 447/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.762, Loss: 0.485 Epoch 7 Batch 448/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.760, Loss: 0.505 Epoch 7 Batch 449/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.761, Loss: 0.502 Epoch 7 Batch 450/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.758, Loss: 0.471 Epoch 7 Batch 451/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.757, Loss: 0.466 Epoch 7 Batch 452/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.751, Loss: 0.473 Epoch 7 Batch 453/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.746, Loss: 0.452 Epoch 7 Batch 454/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.746, Loss: 0.472 Epoch 7 Batch 455/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.753, Loss: 0.472 Epoch 7 Batch 456/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.766, Loss: 0.478 Epoch 7 Batch 457/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.764, Loss: 0.458 Epoch 7 Batch 458/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.767, Loss: 0.510 Epoch 7 Batch 459/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.765, Loss: 0.451 Epoch 7 Batch 460/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.763, Loss: 0.490 Epoch 7 Batch 461/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.763, Loss: 0.472 Epoch 7 Batch 462/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.758, Loss: 0.489 Epoch 7 Batch 463/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.754, Loss: 0.488 Epoch 7 Batch 464/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.761, Loss: 0.470 Epoch 7 Batch 465/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.758, Loss: 0.518 Epoch 7 Batch 466/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.760, Loss: 0.473 Epoch 7 Batch 467/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.760, Loss: 0.448 Epoch 7 Batch 468/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.759, Loss: 0.488 Epoch 7 Batch 469/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.763, Loss: 0.491 Epoch 7 Batch 470/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.766, Loss: 0.497 Epoch 7 Batch 471/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.773, Loss: 0.462 Epoch 7 Batch 472/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.766, Loss: 0.483 Epoch 7 Batch 473/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.754, Loss: 0.490 Epoch 7 Batch 474/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.762, Loss: 0.497 Epoch 7 Batch 475/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.758, Loss: 0.468 Epoch 7 Batch 476/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.760, Loss: 0.460 Epoch 7 Batch 477/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.757, Loss: 0.459 Epoch 7 Batch 478/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.758, Loss: 0.506 Epoch 7 Batch 479/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.759, Loss: 0.504 Epoch 7 Batch 480/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.755, Loss: 0.481 Epoch 7 Batch 481/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.753, Loss: 0.466 Epoch 7 Batch 482/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.756, Loss: 0.514 Epoch 7 Batch 483/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.757, Loss: 0.488 Epoch 7 Batch 484/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.757, Loss: 0.476 Epoch 7 Batch 485/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.757, Loss: 0.479 Epoch 7 Batch 486/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.757, Loss: 0.469 Epoch 7 Batch 487/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.752, Loss: 0.475 Epoch 7 Batch 488/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.749, Loss: 0.482 Epoch 7 Batch 489/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.749, Loss: 0.453 Epoch 7 Batch 490/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.757, Loss: 0.490 Epoch 7 Batch 491/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.755, Loss: 0.480 Epoch 7 Batch 492/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.755, Loss: 0.504 Epoch 7 Batch 493/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.754, Loss: 0.439 Epoch 7 Batch 494/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.752, Loss: 0.472 Epoch 7 Batch 495/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.750, Loss: 0.453 Epoch 7 Batch 496/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.748, Loss: 0.487 Epoch 7 Batch 497/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.749, Loss: 0.514 Epoch 7 Batch 498/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.757, Loss: 0.466 Epoch 7 Batch 499/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.763, Loss: 0.464 Epoch 7 Batch 500/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.762, Loss: 0.480 Epoch 7 Batch 501/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.758, Loss: 0.474 Epoch 7 Batch 502/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.758, Loss: 0.487 Epoch 7 Batch 503/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.757, Loss: 0.471 Epoch 7 Batch 504/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.760, Loss: 0.491 Epoch 7 Batch 505/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.763, Loss: 0.432 Epoch 7 Batch 506/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.761, Loss: 0.484 Epoch 7 Batch 507/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.759, Loss: 0.471 Epoch 7 Batch 508/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.760, Loss: 0.465 Epoch 7 Batch 509/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.759, Loss: 0.511 Epoch 7 Batch 510/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.757, Loss: 0.450 Epoch 7 Batch 511/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.760, Loss: 0.479 Epoch 7 Batch 512/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.760, Loss: 0.452 Epoch 7 Batch 513/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.759, Loss: 0.469 Epoch 7 Batch 514/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.759, Loss: 0.471 Epoch 7 Batch 515/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.756, Loss: 0.511 Epoch 7 Batch 516/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.759, Loss: 0.435 Epoch 7 Batch 517/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.756, Loss: 0.454 Epoch 7 Batch 518/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.748, Loss: 0.450 Epoch 7 Batch 519/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.755, Loss: 0.486 Epoch 7 Batch 520/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.748, Loss: 0.435 Epoch 7 Batch 521/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.754, Loss: 0.458 Epoch 7 Batch 522/1077 - Train Accuracy: 0.728, Validation Accuracy: 0.757, Loss: 0.506 Epoch 7 Batch 523/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.753, Loss: 0.479 Epoch 7 Batch 524/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.754, Loss: 0.484 Epoch 7 Batch 525/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.753, Loss: 0.469 Epoch 7 Batch 526/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.757, Loss: 0.482 Epoch 7 Batch 527/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.760, Loss: 0.470 Epoch 7 Batch 528/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.769, Loss: 0.459 Epoch 7 Batch 529/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.770, Loss: 0.476 Epoch 7 Batch 530/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.769, Loss: 0.494 Epoch 7 Batch 531/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.773, Loss: 0.452 Epoch 7 Batch 532/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.772, Loss: 0.501 Epoch 7 Batch 533/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.768, Loss: 0.499 Epoch 7 Batch 534/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.770, Loss: 0.475 Epoch 7 Batch 535/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.775, Loss: 0.461 Epoch 7 Batch 536/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.774, Loss: 0.460 Epoch 7 Batch 537/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.776, Loss: 0.488 Epoch 7 Batch 538/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.773, Loss: 0.441 Epoch 7 Batch 539/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.762, Loss: 0.486 Epoch 7 Batch 540/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.771, Loss: 0.439 Epoch 7 Batch 541/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.772, Loss: 0.491 Epoch 7 Batch 542/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.766, Loss: 0.485 Epoch 7 Batch 543/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.771, Loss: 0.484 Epoch 7 Batch 544/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.769, Loss: 0.470 Epoch 7 Batch 545/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.774, Loss: 0.528 Epoch 7 Batch 546/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.770, Loss: 0.498 Epoch 7 Batch 547/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.769, Loss: 0.466 Epoch 7 Batch 548/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.771, Loss: 0.485 Epoch 7 Batch 549/1077 - Train Accuracy: 0.732, Validation Accuracy: 0.771, Loss: 0.527 Epoch 7 Batch 550/1077 - Train Accuracy: 0.729, Validation Accuracy: 0.769, Loss: 0.486 Epoch 7 Batch 551/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.772, Loss: 0.502 Epoch 7 Batch 552/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.769, Loss: 0.469 Epoch 7 Batch 553/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.771, Loss: 0.481 Epoch 7 Batch 554/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.769, Loss: 0.477 Epoch 7 Batch 555/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.767, Loss: 0.468 Epoch 7 Batch 556/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.765, Loss: 0.458 Epoch 7 Batch 557/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.761, Loss: 0.466 Epoch 7 Batch 558/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.765, Loss: 0.461 Epoch 7 Batch 559/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.766, Loss: 0.440 Epoch 7 Batch 560/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.768, Loss: 0.465 Epoch 7 Batch 561/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.768, Loss: 0.451 Epoch 7 Batch 562/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.770, Loss: 0.444 Epoch 7 Batch 563/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.764, Loss: 0.508 Epoch 7 Batch 564/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.766, Loss: 0.506 Epoch 7 Batch 565/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.772, Loss: 0.502 Epoch 7 Batch 566/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.772, Loss: 0.520 Epoch 7 Batch 567/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.779, Loss: 0.484 Epoch 7 Batch 568/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.777, Loss: 0.480 Epoch 7 Batch 569/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.777, Loss: 0.505 Epoch 7 Batch 570/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.782, Loss: 0.508 Epoch 7 Batch 571/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.775, Loss: 0.449 Epoch 7 Batch 572/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.769, Loss: 0.447 Epoch 7 Batch 573/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.763, Loss: 0.485 Epoch 7 Batch 574/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.758, Loss: 0.502 Epoch 7 Batch 575/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.756, Loss: 0.469 Epoch 7 Batch 576/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.763, Loss: 0.503 Epoch 7 Batch 577/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.768, Loss: 0.496 Epoch 7 Batch 578/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.758, Loss: 0.511 Epoch 7 Batch 579/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.757, Loss: 0.454 Epoch 7 Batch 580/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.758, Loss: 0.443 Epoch 7 Batch 581/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.754, Loss: 0.454 Epoch 7 Batch 582/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.757, Loss: 0.462 Epoch 7 Batch 583/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.756, Loss: 0.487 Epoch 7 Batch 584/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.753, Loss: 0.467 Epoch 7 Batch 585/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.753, Loss: 0.436 Epoch 7 Batch 586/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.753, Loss: 0.504 Epoch 7 Batch 587/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.752, Loss: 0.462 Epoch 7 Batch 588/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.759, Loss: 0.481 Epoch 7 Batch 589/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.773, Loss: 0.481 Epoch 7 Batch 590/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.771, Loss: 0.497 Epoch 7 Batch 591/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.778, Loss: 0.471 Epoch 7 Batch 592/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.778, Loss: 0.484 Epoch 7 Batch 593/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.777, Loss: 0.465 Epoch 7 Batch 594/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.776, Loss: 0.476 Epoch 7 Batch 595/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.777, Loss: 0.494 Epoch 7 Batch 596/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.775, Loss: 0.496 Epoch 7 Batch 597/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.773, Loss: 0.481 Epoch 7 Batch 598/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.772, Loss: 0.435 Epoch 7 Batch 599/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.772, Loss: 0.529 Epoch 7 Batch 600/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.772, Loss: 0.442 Epoch 7 Batch 601/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.780, Loss: 0.471 Epoch 7 Batch 602/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.781, Loss: 0.476 Epoch 7 Batch 603/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.770, Loss: 0.475 Epoch 7 Batch 604/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.768, Loss: 0.481 Epoch 7 Batch 605/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.757, Loss: 0.516 Epoch 7 Batch 606/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.752, Loss: 0.451 Epoch 7 Batch 607/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.757, Loss: 0.459 Epoch 7 Batch 608/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.759, Loss: 0.488 Epoch 7 Batch 609/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.771, Loss: 0.495 Epoch 7 Batch 610/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.766, Loss: 0.508 Epoch 7 Batch 611/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.770, Loss: 0.491 Epoch 7 Batch 612/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.774, Loss: 0.442 Epoch 7 Batch 613/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.766, Loss: 0.499 Epoch 7 Batch 614/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.761, Loss: 0.459 Epoch 7 Batch 615/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.765, Loss: 0.469 Epoch 7 Batch 616/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.767, Loss: 0.509 Epoch 7 Batch 617/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.765, Loss: 0.471 Epoch 7 Batch 618/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.763, Loss: 0.472 Epoch 7 Batch 619/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.759, Loss: 0.480 Epoch 7 Batch 620/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.759, Loss: 0.468 Epoch 7 Batch 621/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.752, Loss: 0.465 Epoch 7 Batch 622/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.753, Loss: 0.487 Epoch 7 Batch 623/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.750, Loss: 0.508 Epoch 7 Batch 624/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.750, Loss: 0.448 Epoch 7 Batch 625/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.756, Loss: 0.486 Epoch 7 Batch 626/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.760, Loss: 0.445 Epoch 7 Batch 627/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.758, Loss: 0.460 Epoch 7 Batch 628/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.759, Loss: 0.522 Epoch 7 Batch 629/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.758, Loss: 0.499 Epoch 7 Batch 630/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.754, Loss: 0.479 Epoch 7 Batch 631/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.755, Loss: 0.475 Epoch 7 Batch 632/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.766, Loss: 0.501 Epoch 7 Batch 633/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.767, Loss: 0.475 Epoch 7 Batch 634/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.769, Loss: 0.441 Epoch 7 Batch 635/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.768, Loss: 0.525 Epoch 7 Batch 636/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.767, Loss: 0.463 Epoch 7 Batch 637/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.768, Loss: 0.498 Epoch 7 Batch 638/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.765, Loss: 0.455 Epoch 7 Batch 639/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.762, Loss: 0.472 Epoch 7 Batch 640/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.759, Loss: 0.453 Epoch 7 Batch 641/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.760, Loss: 0.462 Epoch 7 Batch 642/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.766, Loss: 0.493 Epoch 7 Batch 643/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.763, Loss: 0.450 Epoch 7 Batch 644/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.758, Loss: 0.478 Epoch 7 Batch 645/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.766, Loss: 0.473 Epoch 7 Batch 646/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.762, Loss: 0.457 Epoch 7 Batch 647/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.758, Loss: 0.475 Epoch 7 Batch 648/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.752, Loss: 0.461 Epoch 7 Batch 649/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.754, Loss: 0.480 Epoch 7 Batch 650/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.743, Loss: 0.507 Epoch 7 Batch 651/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.748, Loss: 0.470 Epoch 7 Batch 652/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.749, Loss: 0.510 Epoch 7 Batch 653/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.756, Loss: 0.474 Epoch 7 Batch 654/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.760, Loss: 0.427 Epoch 7 Batch 655/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.754, Loss: 0.492 Epoch 7 Batch 656/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.750, Loss: 0.474 Epoch 7 Batch 657/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.755, Loss: 0.492 Epoch 7 Batch 658/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.756, Loss: 0.474 Epoch 7 Batch 659/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.756, Loss: 0.466 Epoch 7 Batch 660/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.756, Loss: 0.497 Epoch 7 Batch 661/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.750, Loss: 0.426 Epoch 7 Batch 662/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.756, Loss: 0.446 Epoch 7 Batch 663/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.756, Loss: 0.454 Epoch 7 Batch 664/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.763, Loss: 0.467 Epoch 7 Batch 665/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.762, Loss: 0.478 Epoch 7 Batch 666/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.760, Loss: 0.509 Epoch 7 Batch 667/1077 - Train Accuracy: 0.733, Validation Accuracy: 0.753, Loss: 0.495 Epoch 7 Batch 668/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.753, Loss: 0.479 Epoch 7 Batch 669/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.760, Loss: 0.472 Epoch 7 Batch 670/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.766, Loss: 0.434 Epoch 7 Batch 671/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.758, Loss: 0.503 Epoch 7 Batch 672/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.767, Loss: 0.472 Epoch 7 Batch 673/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.761, Loss: 0.452 Epoch 7 Batch 674/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.754, Loss: 0.480 Epoch 7 Batch 675/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.752, Loss: 0.485 Epoch 7 Batch 676/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.767, Loss: 0.486 Epoch 7 Batch 677/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.761, Loss: 0.492 Epoch 7 Batch 678/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.765, Loss: 0.460 Epoch 7 Batch 679/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.766, Loss: 0.524 Epoch 7 Batch 680/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.763, Loss: 0.442 Epoch 7 Batch 681/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.761, Loss: 0.496 Epoch 7 Batch 682/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.763, Loss: 0.505 Epoch 7 Batch 683/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.759, Loss: 0.476 Epoch 7 Batch 684/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.755, Loss: 0.476 Epoch 7 Batch 685/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.755, Loss: 0.491 Epoch 7 Batch 686/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.760, Loss: 0.441 Epoch 7 Batch 687/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.765, Loss: 0.509 Epoch 7 Batch 688/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.769, Loss: 0.465 Epoch 7 Batch 689/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.772, Loss: 0.460 Epoch 7 Batch 690/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.766, Loss: 0.454 Epoch 7 Batch 691/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.760, Loss: 0.530 Epoch 7 Batch 692/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.759, Loss: 0.430 Epoch 7 Batch 693/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.755, Loss: 0.538 Epoch 7 Batch 694/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.755, Loss: 0.458 Epoch 7 Batch 695/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.755, Loss: 0.441 Epoch 7 Batch 696/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.761, Loss: 0.513 Epoch 7 Batch 697/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.769, Loss: 0.455 Epoch 7 Batch 698/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.763, Loss: 0.456 Epoch 7 Batch 699/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.765, Loss: 0.490 Epoch 7 Batch 700/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.760, Loss: 0.455 Epoch 7 Batch 701/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.762, Loss: 0.487 Epoch 7 Batch 702/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.757, Loss: 0.472 Epoch 7 Batch 703/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.761, Loss: 0.499 Epoch 7 Batch 704/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.764, Loss: 0.507 Epoch 7 Batch 705/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.774, Loss: 0.514 Epoch 7 Batch 706/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.775, Loss: 0.482 Epoch 7 Batch 707/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.774, Loss: 0.469 Epoch 7 Batch 708/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.769, Loss: 0.485 Epoch 7 Batch 709/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.771, Loss: 0.511 Epoch 7 Batch 710/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.776, Loss: 0.469 Epoch 7 Batch 711/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.767, Loss: 0.531 Epoch 7 Batch 712/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.769, Loss: 0.452 Epoch 7 Batch 713/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.777, Loss: 0.429 Epoch 7 Batch 714/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.770, Loss: 0.443 Epoch 7 Batch 715/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.761, Loss: 0.499 Epoch 7 Batch 716/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.763, Loss: 0.435 Epoch 7 Batch 717/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.763, Loss: 0.475 Epoch 7 Batch 718/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.761, Loss: 0.484 Epoch 7 Batch 719/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.755, Loss: 0.444 Epoch 7 Batch 720/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.761, Loss: 0.515 Epoch 7 Batch 721/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.756, Loss: 0.486 Epoch 7 Batch 722/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.763, Loss: 0.465 Epoch 7 Batch 723/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.762, Loss: 0.461 Epoch 7 Batch 724/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.764, Loss: 0.503 Epoch 7 Batch 725/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.760, Loss: 0.442 Epoch 7 Batch 726/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.753, Loss: 0.446 Epoch 7 Batch 727/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.755, Loss: 0.448 Epoch 7 Batch 728/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.765, Loss: 0.469 Epoch 7 Batch 729/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.764, Loss: 0.483 Epoch 7 Batch 730/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.767, Loss: 0.484 Epoch 7 Batch 731/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.760, Loss: 0.474 Epoch 7 Batch 732/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.766, Loss: 0.511 Epoch 7 Batch 733/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.762, Loss: 0.495 Epoch 7 Batch 734/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.757, Loss: 0.514 Epoch 7 Batch 735/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.759, Loss: 0.456 Epoch 7 Batch 736/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.759, Loss: 0.463 Epoch 7 Batch 737/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.759, Loss: 0.491 Epoch 7 Batch 738/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.764, Loss: 0.406 Epoch 7 Batch 739/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.768, Loss: 0.446 Epoch 7 Batch 740/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.761, Loss: 0.471 Epoch 7 Batch 741/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.760, Loss: 0.487 Epoch 7 Batch 742/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.766, Loss: 0.479 Epoch 7 Batch 743/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.765, Loss: 0.487 Epoch 7 Batch 744/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.761, Loss: 0.450 Epoch 7 Batch 745/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.762, Loss: 0.465 Epoch 7 Batch 746/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.763, Loss: 0.461 Epoch 7 Batch 747/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.761, Loss: 0.431 Epoch 7 Batch 748/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.762, Loss: 0.468 Epoch 7 Batch 749/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.768, Loss: 0.489 Epoch 7 Batch 750/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.761, Loss: 0.460 Epoch 7 Batch 751/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.753, Loss: 0.469 Epoch 7 Batch 752/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.765, Loss: 0.438 Epoch 7 Batch 753/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.754, Loss: 0.454 Epoch 7 Batch 754/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.757, Loss: 0.477 Epoch 7 Batch 755/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.761, Loss: 0.481 Epoch 7 Batch 756/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.749, Loss: 0.466 Epoch 7 Batch 757/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.757, Loss: 0.485 Epoch 7 Batch 758/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.754, Loss: 0.436 Epoch 7 Batch 759/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.754, Loss: 0.412 Epoch 7 Batch 760/1077 - Train Accuracy: 0.734, Validation Accuracy: 0.759, Loss: 0.488 Epoch 7 Batch 761/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.761, Loss: 0.481 Epoch 7 Batch 762/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.760, Loss: 0.438 Epoch 7 Batch 763/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.763, Loss: 0.447 Epoch 7 Batch 764/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.761, Loss: 0.464 Epoch 7 Batch 765/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.759, Loss: 0.437 Epoch 7 Batch 766/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.766, Loss: 0.492 Epoch 7 Batch 767/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.767, Loss: 0.458 Epoch 7 Batch 768/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.768, Loss: 0.444 Epoch 7 Batch 769/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.773, Loss: 0.480 Epoch 7 Batch 770/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.772, Loss: 0.447 Epoch 7 Batch 771/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.771, Loss: 0.485 Epoch 7 Batch 772/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.771, Loss: 0.453 Epoch 7 Batch 773/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.768, Loss: 0.465 Epoch 7 Batch 774/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.761, Loss: 0.499 Epoch 7 Batch 775/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.756, Loss: 0.459 Epoch 7 Batch 776/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.757, Loss: 0.485 Epoch 7 Batch 777/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.756, Loss: 0.477 Epoch 7 Batch 778/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.756, Loss: 0.451 Epoch 7 Batch 779/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.755, Loss: 0.487 Epoch 7 Batch 780/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.760, Loss: 0.494 Epoch 7 Batch 781/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.762, Loss: 0.439 Epoch 7 Batch 782/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.760, Loss: 0.458 Epoch 7 Batch 783/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.767, Loss: 0.467 Epoch 7 Batch 784/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.764, Loss: 0.482 Epoch 7 Batch 785/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.762, Loss: 0.445 Epoch 7 Batch 786/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.768, Loss: 0.468 Epoch 7 Batch 787/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.767, Loss: 0.453 Epoch 7 Batch 788/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.769, Loss: 0.459 Epoch 7 Batch 789/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.766, Loss: 0.481 Epoch 7 Batch 790/1077 - Train Accuracy: 0.715, Validation Accuracy: 0.769, Loss: 0.501 Epoch 7 Batch 791/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.768, Loss: 0.474 Epoch 7 Batch 792/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.764, Loss: 0.480 Epoch 7 Batch 793/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.763, Loss: 0.462 Epoch 7 Batch 794/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.767, Loss: 0.467 Epoch 7 Batch 795/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.765, Loss: 0.490 Epoch 7 Batch 796/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.763, Loss: 0.488 Epoch 7 Batch 797/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.766, Loss: 0.482 Epoch 7 Batch 798/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.767, Loss: 0.472 Epoch 7 Batch 799/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.765, Loss: 0.520 Epoch 7 Batch 800/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.766, Loss: 0.450 Epoch 7 Batch 801/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.766, Loss: 0.496 Epoch 7 Batch 802/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.767, Loss: 0.476 Epoch 7 Batch 803/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.766, Loss: 0.476 Epoch 7 Batch 804/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.766, Loss: 0.480 Epoch 7 Batch 805/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.757, Loss: 0.471 Epoch 7 Batch 806/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.753, Loss: 0.475 Epoch 7 Batch 807/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.757, Loss: 0.456 Epoch 7 Batch 808/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.766, Loss: 0.483 Epoch 7 Batch 809/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.771, Loss: 0.496 Epoch 7 Batch 810/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.767, Loss: 0.433 Epoch 7 Batch 811/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.768, Loss: 0.433 Epoch 7 Batch 812/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.762, Loss: 0.485 Epoch 7 Batch 813/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.759, Loss: 0.461 Epoch 7 Batch 814/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.757, Loss: 0.483 Epoch 7 Batch 815/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.752, Loss: 0.481 Epoch 7 Batch 816/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.760, Loss: 0.493 Epoch 7 Batch 817/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.760, Loss: 0.481 Epoch 7 Batch 818/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.761, Loss: 0.478 Epoch 7 Batch 819/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.757, Loss: 0.467 Epoch 7 Batch 820/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.758, Loss: 0.480 Epoch 7 Batch 821/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.758, Loss: 0.469 Epoch 7 Batch 822/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.763, Loss: 0.470 Epoch 7 Batch 823/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.761, Loss: 0.477 Epoch 7 Batch 824/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.765, Loss: 0.449 Epoch 7 Batch 825/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.766, Loss: 0.442 Epoch 7 Batch 826/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.766, Loss: 0.437 Epoch 7 Batch 827/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.764, Loss: 0.488 Epoch 7 Batch 828/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.770, Loss: 0.469 Epoch 7 Batch 829/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.767, Loss: 0.502 Epoch 7 Batch 830/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.767, Loss: 0.456 Epoch 7 Batch 831/1077 - Train Accuracy: 0.727, Validation Accuracy: 0.763, Loss: 0.469 Epoch 7 Batch 832/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.763, Loss: 0.466 Epoch 7 Batch 833/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.762, Loss: 0.473 Epoch 7 Batch 834/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.767, Loss: 0.451 Epoch 7 Batch 835/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.767, Loss: 0.481 Epoch 7 Batch 836/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.766, Loss: 0.484 Epoch 7 Batch 837/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.767, Loss: 0.490 Epoch 7 Batch 838/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.767, Loss: 0.467 Epoch 7 Batch 839/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.764, Loss: 0.461 Epoch 7 Batch 840/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.763, Loss: 0.447 Epoch 7 Batch 841/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.761, Loss: 0.446 Epoch 7 Batch 842/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.766, Loss: 0.452 Epoch 7 Batch 843/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.762, Loss: 0.463 Epoch 7 Batch 844/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.774, Loss: 0.433 Epoch 7 Batch 845/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.776, Loss: 0.479 Epoch 7 Batch 846/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.770, Loss: 0.498 Epoch 7 Batch 847/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.767, Loss: 0.477 Epoch 7 Batch 848/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.766, Loss: 0.486 Epoch 7 Batch 849/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.764, Loss: 0.453 Epoch 7 Batch 850/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.762, Loss: 0.496 Epoch 7 Batch 851/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.763, Loss: 0.460 Epoch 7 Batch 852/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.763, Loss: 0.488 Epoch 7 Batch 853/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.760, Loss: 0.432 Epoch 7 Batch 854/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.761, Loss: 0.465 Epoch 7 Batch 855/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.763, Loss: 0.467 Epoch 7 Batch 856/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.763, Loss: 0.483 Epoch 7 Batch 857/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.765, Loss: 0.461 Epoch 7 Batch 858/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.768, Loss: 0.454 Epoch 7 Batch 859/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.768, Loss: 0.469 Epoch 7 Batch 860/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.770, Loss: 0.460 Epoch 7 Batch 861/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.768, Loss: 0.468 Epoch 7 Batch 862/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.768, Loss: 0.458 Epoch 7 Batch 863/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.768, Loss: 0.438 Epoch 7 Batch 864/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.766, Loss: 0.465 Epoch 7 Batch 865/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.760, Loss: 0.440 Epoch 7 Batch 866/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.762, Loss: 0.441 Epoch 7 Batch 867/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.764, Loss: 0.516 Epoch 7 Batch 868/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.765, Loss: 0.467 Epoch 7 Batch 869/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.767, Loss: 0.474 Epoch 7 Batch 870/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.772, Loss: 0.533 Epoch 7 Batch 871/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.774, Loss: 0.472 Epoch 7 Batch 872/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.775, Loss: 0.451 Epoch 7 Batch 873/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.767, Loss: 0.488 Epoch 7 Batch 874/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.769, Loss: 0.473 Epoch 7 Batch 875/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.771, Loss: 0.474 Epoch 7 Batch 876/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.771, Loss: 0.480 Epoch 7 Batch 877/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.772, Loss: 0.466 Epoch 7 Batch 878/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.771, Loss: 0.474 Epoch 7 Batch 879/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.769, Loss: 0.449 Epoch 7 Batch 880/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.767, Loss: 0.470 Epoch 7 Batch 881/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.764, Loss: 0.487 Epoch 7 Batch 882/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.763, Loss: 0.496 Epoch 7 Batch 883/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.765, Loss: 0.519 Epoch 7 Batch 884/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.772, Loss: 0.457 Epoch 7 Batch 885/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.763, Loss: 0.407 Epoch 7 Batch 886/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.762, Loss: 0.489 Epoch 7 Batch 887/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.766, Loss: 0.492 Epoch 7 Batch 888/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.767, Loss: 0.459 Epoch 7 Batch 889/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.761, Loss: 0.468 Epoch 7 Batch 890/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.762, Loss: 0.447 Epoch 7 Batch 891/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.759, Loss: 0.476 Epoch 7 Batch 892/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.765, Loss: 0.463 Epoch 7 Batch 893/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.760, Loss: 0.477 Epoch 7 Batch 894/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.766, Loss: 0.421 Epoch 7 Batch 895/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.768, Loss: 0.469 Epoch 7 Batch 896/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.767, Loss: 0.511 Epoch 7 Batch 897/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.776, Loss: 0.434 Epoch 7 Batch 898/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.771, Loss: 0.456 Epoch 7 Batch 899/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.776, Loss: 0.472 Epoch 7 Batch 900/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.772, Loss: 0.499 Epoch 7 Batch 901/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.769, Loss: 0.474 Epoch 7 Batch 902/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.767, Loss: 0.481 Epoch 7 Batch 903/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.765, Loss: 0.459 Epoch 7 Batch 904/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.766, Loss: 0.479 Epoch 7 Batch 905/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.765, Loss: 0.462 Epoch 7 Batch 906/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.761, Loss: 0.444 Epoch 7 Batch 907/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.762, Loss: 0.454 Epoch 7 Batch 908/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.757, Loss: 0.493 Epoch 7 Batch 909/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.765, Loss: 0.467 Epoch 7 Batch 910/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.770, Loss: 0.441 Epoch 7 Batch 911/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.775, Loss: 0.419 Epoch 7 Batch 912/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.767, Loss: 0.472 Epoch 7 Batch 913/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.765, Loss: 0.510 Epoch 7 Batch 914/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.762, Loss: 0.434 Epoch 7 Batch 915/1077 - Train Accuracy: 0.720, Validation Accuracy: 0.781, Loss: 0.498 Epoch 7 Batch 916/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.781, Loss: 0.468 Epoch 7 Batch 917/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.776, Loss: 0.493 Epoch 7 Batch 918/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.768, Loss: 0.429 Epoch 7 Batch 919/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.767, Loss: 0.457 Epoch 7 Batch 920/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.771, Loss: 0.458 Epoch 7 Batch 921/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.771, Loss: 0.471 Epoch 7 Batch 922/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.778, Loss: 0.471 Epoch 7 Batch 923/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.779, Loss: 0.495 Epoch 7 Batch 924/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.773, Loss: 0.514 Epoch 7 Batch 925/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.774, Loss: 0.465 Epoch 7 Batch 926/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.777, Loss: 0.474 Epoch 7 Batch 927/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.773, Loss: 0.486 Epoch 7 Batch 928/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.764, Loss: 0.464 Epoch 7 Batch 929/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.765, Loss: 0.506 Epoch 7 Batch 930/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.766, Loss: 0.450 Epoch 7 Batch 931/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.762, Loss: 0.442 Epoch 7 Batch 932/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.760, Loss: 0.489 Epoch 7 Batch 933/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.765, Loss: 0.482 Epoch 7 Batch 934/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.766, Loss: 0.490 Epoch 7 Batch 935/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.765, Loss: 0.478 Epoch 7 Batch 936/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.766, Loss: 0.465 Epoch 7 Batch 937/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.770, Loss: 0.499 Epoch 7 Batch 938/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.771, Loss: 0.468 Epoch 7 Batch 939/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.770, Loss: 0.463 Epoch 7 Batch 940/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.776, Loss: 0.458 Epoch 7 Batch 941/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.780, Loss: 0.454 Epoch 7 Batch 942/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.779, Loss: 0.488 Epoch 7 Batch 943/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.777, Loss: 0.470 Epoch 7 Batch 944/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.781, Loss: 0.453 Epoch 7 Batch 945/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.777, Loss: 0.458 Epoch 7 Batch 946/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.775, Loss: 0.468 Epoch 7 Batch 947/1077 - Train Accuracy: 0.725, Validation Accuracy: 0.776, Loss: 0.528 Epoch 7 Batch 948/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.779, Loss: 0.471 Epoch 7 Batch 949/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.782, Loss: 0.415 Epoch 7 Batch 950/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.783, Loss: 0.431 Epoch 7 Batch 951/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.765, Loss: 0.459 Epoch 7 Batch 952/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.762, Loss: 0.444 Epoch 7 Batch 953/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.763, Loss: 0.465 Epoch 7 Batch 954/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.763, Loss: 0.487 Epoch 7 Batch 955/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.767, Loss: 0.468 Epoch 7 Batch 956/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.768, Loss: 0.472 Epoch 7 Batch 957/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.772, Loss: 0.447 Epoch 7 Batch 958/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.773, Loss: 0.443 Epoch 7 Batch 959/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.769, Loss: 0.443 Epoch 7 Batch 960/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.774, Loss: 0.446 Epoch 7 Batch 961/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.781, Loss: 0.480 Epoch 7 Batch 962/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.781, Loss: 0.446 Epoch 7 Batch 963/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.784, Loss: 0.535 Epoch 7 Batch 964/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.783, Loss: 0.456 Epoch 7 Batch 965/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.774, Loss: 0.491 Epoch 7 Batch 966/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.770, Loss: 0.408 Epoch 7 Batch 967/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.769, Loss: 0.438 Epoch 7 Batch 968/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.770, Loss: 0.500 Epoch 7 Batch 969/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.772, Loss: 0.494 Epoch 7 Batch 970/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.768, Loss: 0.491 Epoch 7 Batch 971/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.768, Loss: 0.463 Epoch 7 Batch 972/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.774, Loss: 0.476 Epoch 7 Batch 973/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.772, Loss: 0.421 Epoch 7 Batch 974/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.773, Loss: 0.455 Epoch 7 Batch 975/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.763, Loss: 0.442 Epoch 7 Batch 976/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.776, Loss: 0.452 Epoch 7 Batch 977/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.763, Loss: 0.436 Epoch 7 Batch 978/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.766, Loss: 0.470 Epoch 7 Batch 979/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.767, Loss: 0.505 Epoch 7 Batch 980/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.758, Loss: 0.458 Epoch 7 Batch 981/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.762, Loss: 0.482 Epoch 7 Batch 982/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.761, Loss: 0.456 Epoch 7 Batch 983/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.765, Loss: 0.490 Epoch 7 Batch 984/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.761, Loss: 0.507 Epoch 7 Batch 985/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.761, Loss: 0.453 Epoch 7 Batch 986/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.769, Loss: 0.472 Epoch 7 Batch 987/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.770, Loss: 0.443 Epoch 7 Batch 988/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.771, Loss: 0.465 Epoch 7 Batch 989/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.772, Loss: 0.483 Epoch 7 Batch 990/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.773, Loss: 0.491 Epoch 7 Batch 991/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.775, Loss: 0.488 Epoch 7 Batch 992/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.772, Loss: 0.472 Epoch 7 Batch 993/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.772, Loss: 0.434 Epoch 7 Batch 994/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.772, Loss: 0.464 Epoch 7 Batch 995/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.771, Loss: 0.448 Epoch 7 Batch 996/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.761, Loss: 0.452 Epoch 7 Batch 997/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.759, Loss: 0.487 Epoch 7 Batch 998/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.760, Loss: 0.450 Epoch 7 Batch 999/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.765, Loss: 0.463 Epoch 7 Batch 1000/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.759, Loss: 0.435 Epoch 7 Batch 1001/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.759, Loss: 0.429 Epoch 7 Batch 1002/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.766, Loss: 0.453 Epoch 7 Batch 1003/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.772, Loss: 0.456 Epoch 7 Batch 1004/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.776, Loss: 0.468 Epoch 7 Batch 1005/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.775, Loss: 0.469 Epoch 7 Batch 1006/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.772, Loss: 0.456 Epoch 7 Batch 1007/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.767, Loss: 0.434 Epoch 7 Batch 1008/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.776, Loss: 0.481 Epoch 7 Batch 1009/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.767, Loss: 0.434 Epoch 7 Batch 1010/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.771, Loss: 0.475 Epoch 7 Batch 1011/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.763, Loss: 0.465 Epoch 7 Batch 1012/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.766, Loss: 0.442 Epoch 7 Batch 1013/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.760, Loss: 0.438 Epoch 7 Batch 1014/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.760, Loss: 0.479 Epoch 7 Batch 1015/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.763, Loss: 0.508 Epoch 7 Batch 1016/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.763, Loss: 0.482 Epoch 7 Batch 1017/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.763, Loss: 0.478 Epoch 7 Batch 1018/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.767, Loss: 0.433 Epoch 7 Batch 1019/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.769, Loss: 0.486 Epoch 7 Batch 1020/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.765, Loss: 0.448 Epoch 7 Batch 1021/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.766, Loss: 0.452 Epoch 7 Batch 1022/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.763, Loss: 0.441 Epoch 7 Batch 1023/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.768, Loss: 0.428 Epoch 7 Batch 1024/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.770, Loss: 0.499 Epoch 7 Batch 1025/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.770, Loss: 0.465 Epoch 7 Batch 1026/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.763, Loss: 0.449 Epoch 7 Batch 1027/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.764, Loss: 0.480 Epoch 7 Batch 1028/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.765, Loss: 0.469 Epoch 7 Batch 1029/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.767, Loss: 0.461 Epoch 7 Batch 1030/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.762, Loss: 0.468 Epoch 7 Batch 1031/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.763, Loss: 0.496 Epoch 7 Batch 1032/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.765, Loss: 0.460 Epoch 7 Batch 1033/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.767, Loss: 0.454 Epoch 7 Batch 1034/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.763, Loss: 0.473 Epoch 7 Batch 1035/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.756, Loss: 0.429 Epoch 7 Batch 1036/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.758, Loss: 0.479 Epoch 7 Batch 1037/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.761, Loss: 0.499 Epoch 7 Batch 1038/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.766, Loss: 0.462 Epoch 7 Batch 1039/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.770, Loss: 0.432 Epoch 7 Batch 1040/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.766, Loss: 0.471 Epoch 7 Batch 1041/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.766, Loss: 0.484 Epoch 7 Batch 1042/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.760, Loss: 0.462 Epoch 7 Batch 1043/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.754, Loss: 0.466 Epoch 7 Batch 1044/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.745, Loss: 0.459 Epoch 7 Batch 1045/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.747, Loss: 0.465 Epoch 7 Batch 1046/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.753, Loss: 0.442 Epoch 7 Batch 1047/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.760, Loss: 0.453 Epoch 7 Batch 1048/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.761, Loss: 0.471 Epoch 7 Batch 1049/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.761, Loss: 0.490 Epoch 7 Batch 1050/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.766, Loss: 0.471 Epoch 7 Batch 1051/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.766, Loss: 0.446 Epoch 7 Batch 1052/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.774, Loss: 0.439 Epoch 7 Batch 1053/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.771, Loss: 0.462 Epoch 7 Batch 1054/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.771, Loss: 0.482 Epoch 7 Batch 1055/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.773, Loss: 0.466 Epoch 7 Batch 1056/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.773, Loss: 0.462 Epoch 7 Batch 1057/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.772, Loss: 0.481 Epoch 7 Batch 1058/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.774, Loss: 0.507 Epoch 7 Batch 1059/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.768, Loss: 0.513 Epoch 7 Batch 1060/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.772, Loss: 0.412 Epoch 7 Batch 1061/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.772, Loss: 0.489 Epoch 7 Batch 1062/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.771, Loss: 0.460 Epoch 7 Batch 1063/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.768, Loss: 0.463 Epoch 7 Batch 1064/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.769, Loss: 0.457 Epoch 7 Batch 1065/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.770, Loss: 0.443 Epoch 7 Batch 1066/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.764, Loss: 0.457 Epoch 7 Batch 1067/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.762, Loss: 0.469 Epoch 7 Batch 1068/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.761, Loss: 0.445 Epoch 7 Batch 1069/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.759, Loss: 0.421 Epoch 7 Batch 1070/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.758, Loss: 0.476 Epoch 7 Batch 1071/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.762, Loss: 0.452 Epoch 7 Batch 1072/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.762, Loss: 0.473 Epoch 7 Batch 1073/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.766, Loss: 0.473 Epoch 7 Batch 1074/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.767, Loss: 0.483 Epoch 7 Batch 1075/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.767, Loss: 0.503 Epoch 8 Batch 0/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.769, Loss: 0.423 Epoch 8 Batch 1/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.774, Loss: 0.470 Epoch 8 Batch 2/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.774, Loss: 0.493 Epoch 8 Batch 3/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.772, Loss: 0.457 Epoch 8 Batch 4/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.777, Loss: 0.504 Epoch 8 Batch 5/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.772, Loss: 0.515 Epoch 8 Batch 6/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.772, Loss: 0.466 Epoch 8 Batch 7/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.773, Loss: 0.437 Epoch 8 Batch 8/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.772, Loss: 0.459 Epoch 8 Batch 9/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.775, Loss: 0.440 Epoch 8 Batch 10/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.768, Loss: 0.482 Epoch 8 Batch 11/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.762, Loss: 0.463 Epoch 8 Batch 12/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.762, Loss: 0.481 Epoch 8 Batch 13/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.759, Loss: 0.464 Epoch 8 Batch 14/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.757, Loss: 0.421 Epoch 8 Batch 15/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.761, Loss: 0.440 Epoch 8 Batch 16/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.760, Loss: 0.462 Epoch 8 Batch 17/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.765, Loss: 0.467 Epoch 8 Batch 18/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.768, Loss: 0.466 Epoch 8 Batch 19/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.765, Loss: 0.467 Epoch 8 Batch 20/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.768, Loss: 0.444 Epoch 8 Batch 21/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.768, Loss: 0.493 Epoch 8 Batch 22/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.769, Loss: 0.464 Epoch 8 Batch 23/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.769, Loss: 0.465 Epoch 8 Batch 24/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.771, Loss: 0.469 Epoch 8 Batch 25/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.771, Loss: 0.439 Epoch 8 Batch 26/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.771, Loss: 0.492 Epoch 8 Batch 27/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.771, Loss: 0.413 Epoch 8 Batch 28/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.771, Loss: 0.460 Epoch 8 Batch 29/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.771, Loss: 0.452 Epoch 8 Batch 30/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.764, Loss: 0.451 Epoch 8 Batch 31/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.764, Loss: 0.461 Epoch 8 Batch 32/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.763, Loss: 0.429 Epoch 8 Batch 33/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.760, Loss: 0.417 Epoch 8 Batch 34/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.759, Loss: 0.476 Epoch 8 Batch 35/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.756, Loss: 0.476 Epoch 8 Batch 36/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.754, Loss: 0.459 Epoch 8 Batch 37/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.757, Loss: 0.466 Epoch 8 Batch 38/1077 - Train Accuracy: 0.744, Validation Accuracy: 0.759, Loss: 0.524 Epoch 8 Batch 39/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.761, Loss: 0.511 Epoch 8 Batch 40/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.762, Loss: 0.466 Epoch 8 Batch 41/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.771, Loss: 0.468 Epoch 8 Batch 42/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.766, Loss: 0.491 Epoch 8 Batch 43/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.765, Loss: 0.469 Epoch 8 Batch 44/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.762, Loss: 0.487 Epoch 8 Batch 45/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.764, Loss: 0.465 Epoch 8 Batch 46/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.766, Loss: 0.499 Epoch 8 Batch 47/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.763, Loss: 0.457 Epoch 8 Batch 48/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.760, Loss: 0.500 Epoch 8 Batch 49/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.761, Loss: 0.480 Epoch 8 Batch 50/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.758, Loss: 0.473 Epoch 8 Batch 51/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.753, Loss: 0.442 Epoch 8 Batch 52/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.757, Loss: 0.469 Epoch 8 Batch 53/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.753, Loss: 0.492 Epoch 8 Batch 54/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.761, Loss: 0.517 Epoch 8 Batch 55/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.761, Loss: 0.449 Epoch 8 Batch 56/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.762, Loss: 0.471 Epoch 8 Batch 57/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.759, Loss: 0.437 Epoch 8 Batch 58/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.746, Loss: 0.454 Epoch 8 Batch 59/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.747, Loss: 0.476 Epoch 8 Batch 60/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.748, Loss: 0.455 Epoch 8 Batch 61/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.754, Loss: 0.468 Epoch 8 Batch 62/1077 - Train Accuracy: 0.737, Validation Accuracy: 0.762, Loss: 0.504 Epoch 8 Batch 63/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.758, Loss: 0.420 Epoch 8 Batch 64/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.759, Loss: 0.464 Epoch 8 Batch 65/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.761, Loss: 0.470 Epoch 8 Batch 66/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.761, Loss: 0.446 Epoch 8 Batch 67/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.760, Loss: 0.447 Epoch 8 Batch 68/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.768, Loss: 0.472 Epoch 8 Batch 69/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.765, Loss: 0.499 Epoch 8 Batch 70/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.767, Loss: 0.479 Epoch 8 Batch 71/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.767, Loss: 0.446 Epoch 8 Batch 72/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.771, Loss: 0.449 Epoch 8 Batch 73/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.774, Loss: 0.488 Epoch 8 Batch 74/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.773, Loss: 0.416 Epoch 8 Batch 75/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.775, Loss: 0.501 Epoch 8 Batch 76/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.773, Loss: 0.424 Epoch 8 Batch 77/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.775, Loss: 0.470 Epoch 8 Batch 78/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.774, Loss: 0.486 Epoch 8 Batch 79/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.776, Loss: 0.468 Epoch 8 Batch 80/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.780, Loss: 0.472 Epoch 8 Batch 81/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.792, Loss: 0.462 Epoch 8 Batch 82/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.779, Loss: 0.403 Epoch 8 Batch 83/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.783, Loss: 0.497 Epoch 8 Batch 84/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.778, Loss: 0.479 Epoch 8 Batch 85/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.771, Loss: 0.436 Epoch 8 Batch 86/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.770, Loss: 0.448 Epoch 8 Batch 87/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.762, Loss: 0.488 Epoch 8 Batch 88/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.760, Loss: 0.475 Epoch 8 Batch 89/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.758, Loss: 0.461 Epoch 8 Batch 90/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.765, Loss: 0.495 Epoch 8 Batch 91/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.770, Loss: 0.406 Epoch 8 Batch 92/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.768, Loss: 0.461 Epoch 8 Batch 93/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.772, Loss: 0.468 Epoch 8 Batch 94/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.772, Loss: 0.436 Epoch 8 Batch 95/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.781, Loss: 0.465 Epoch 8 Batch 96/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.783, Loss: 0.451 Epoch 8 Batch 97/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.775, Loss: 0.465 Epoch 8 Batch 98/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.778, Loss: 0.429 Epoch 8 Batch 99/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.772, Loss: 0.477 Epoch 8 Batch 100/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.772, Loss: 0.471 Epoch 8 Batch 101/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.774, Loss: 0.470 Epoch 8 Batch 102/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.773, Loss: 0.435 Epoch 8 Batch 103/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.781, Loss: 0.532 Epoch 8 Batch 104/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.777, Loss: 0.482 Epoch 8 Batch 105/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.771, Loss: 0.452 Epoch 8 Batch 106/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.770, Loss: 0.526 Epoch 8 Batch 107/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.763, Loss: 0.451 Epoch 8 Batch 108/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.764, Loss: 0.417 Epoch 8 Batch 109/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.765, Loss: 0.452 Epoch 8 Batch 110/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.767, Loss: 0.419 Epoch 8 Batch 111/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.765, Loss: 0.480 Epoch 8 Batch 112/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.772, Loss: 0.469 Epoch 8 Batch 113/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.774, Loss: 0.475 Epoch 8 Batch 114/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.779, Loss: 0.439 Epoch 8 Batch 115/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.773, Loss: 0.479 Epoch 8 Batch 116/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.771, Loss: 0.498 Epoch 8 Batch 117/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.774, Loss: 0.485 Epoch 8 Batch 118/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.775, Loss: 0.476 Epoch 8 Batch 119/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.775, Loss: 0.467 Epoch 8 Batch 120/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.778, Loss: 0.472 Epoch 8 Batch 121/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.777, Loss: 0.470 Epoch 8 Batch 122/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.776, Loss: 0.454 Epoch 8 Batch 123/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.773, Loss: 0.438 Epoch 8 Batch 124/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.773, Loss: 0.473 Epoch 8 Batch 125/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.775, Loss: 0.458 Epoch 8 Batch 126/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.777, Loss: 0.445 Epoch 8 Batch 127/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.770, Loss: 0.457 Epoch 8 Batch 128/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.765, Loss: 0.453 Epoch 8 Batch 129/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.760, Loss: 0.481 Epoch 8 Batch 130/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.758, Loss: 0.425 Epoch 8 Batch 131/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.759, Loss: 0.460 Epoch 8 Batch 132/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.769, Loss: 0.478 Epoch 8 Batch 133/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.770, Loss: 0.482 Epoch 8 Batch 134/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.771, Loss: 0.435 Epoch 8 Batch 135/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.771, Loss: 0.444 Epoch 8 Batch 136/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.776, Loss: 0.451 Epoch 8 Batch 137/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.783, Loss: 0.414 Epoch 8 Batch 138/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.780, Loss: 0.433 Epoch 8 Batch 139/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.778, Loss: 0.464 Epoch 8 Batch 140/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.779, Loss: 0.475 Epoch 8 Batch 141/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.772, Loss: 0.455 Epoch 8 Batch 142/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.773, Loss: 0.430 Epoch 8 Batch 143/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.771, Loss: 0.450 Epoch 8 Batch 144/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.771, Loss: 0.514 Epoch 8 Batch 145/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.770, Loss: 0.477 Epoch 8 Batch 146/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.773, Loss: 0.495 Epoch 8 Batch 147/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.770, Loss: 0.486 Epoch 8 Batch 148/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.775, Loss: 0.460 Epoch 8 Batch 149/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.771, Loss: 0.458 Epoch 8 Batch 150/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.771, Loss: 0.445 Epoch 8 Batch 151/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.771, Loss: 0.432 Epoch 8 Batch 152/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.771, Loss: 0.469 Epoch 8 Batch 153/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.769, Loss: 0.485 Epoch 8 Batch 154/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.765, Loss: 0.484 Epoch 8 Batch 155/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.763, Loss: 0.487 Epoch 8 Batch 156/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.757, Loss: 0.465 Epoch 8 Batch 157/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.761, Loss: 0.468 Epoch 8 Batch 158/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.761, Loss: 0.457 Epoch 8 Batch 159/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.758, Loss: 0.413 Epoch 8 Batch 160/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.759, Loss: 0.443 Epoch 8 Batch 161/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.762, Loss: 0.466 Epoch 8 Batch 162/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.760, Loss: 0.507 Epoch 8 Batch 163/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.761, Loss: 0.481 Epoch 8 Batch 164/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.760, Loss: 0.443 Epoch 8 Batch 165/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.760, Loss: 0.456 Epoch 8 Batch 166/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.756, Loss: 0.449 Epoch 8 Batch 167/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.754, Loss: 0.455 Epoch 8 Batch 168/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.754, Loss: 0.482 Epoch 8 Batch 169/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.753, Loss: 0.470 Epoch 8 Batch 170/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.751, Loss: 0.498 Epoch 8 Batch 171/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.760, Loss: 0.449 Epoch 8 Batch 172/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.761, Loss: 0.433 Epoch 8 Batch 173/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.758, Loss: 0.491 Epoch 8 Batch 174/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.753, Loss: 0.433 Epoch 8 Batch 175/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.753, Loss: 0.431 Epoch 8 Batch 176/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.754, Loss: 0.468 Epoch 8 Batch 177/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.756, Loss: 0.485 Epoch 8 Batch 178/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.757, Loss: 0.437 Epoch 8 Batch 179/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.753, Loss: 0.472 Epoch 8 Batch 180/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.763, Loss: 0.459 Epoch 8 Batch 181/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.769, Loss: 0.469 Epoch 8 Batch 182/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.766, Loss: 0.478 Epoch 8 Batch 183/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.775, Loss: 0.469 Epoch 8 Batch 184/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.777, Loss: 0.451 Epoch 8 Batch 185/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.772, Loss: 0.476 Epoch 8 Batch 186/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.765, Loss: 0.470 Epoch 8 Batch 187/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.762, Loss: 0.447 Epoch 8 Batch 188/1077 - Train Accuracy: 0.739, Validation Accuracy: 0.761, Loss: 0.486 Epoch 8 Batch 189/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.765, Loss: 0.467 Epoch 8 Batch 190/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.766, Loss: 0.453 Epoch 8 Batch 191/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.765, Loss: 0.414 Epoch 8 Batch 192/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.768, Loss: 0.476 Epoch 8 Batch 193/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.772, Loss: 0.458 Epoch 8 Batch 194/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.768, Loss: 0.426 Epoch 8 Batch 195/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.770, Loss: 0.449 Epoch 8 Batch 196/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.771, Loss: 0.466 Epoch 8 Batch 197/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.772, Loss: 0.460 Epoch 8 Batch 198/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.775, Loss: 0.432 Epoch 8 Batch 199/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.775, Loss: 0.438 Epoch 8 Batch 200/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.766, Loss: 0.468 Epoch 8 Batch 201/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.765, Loss: 0.418 Epoch 8 Batch 202/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.766, Loss: 0.480 Epoch 8 Batch 203/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.768, Loss: 0.447 Epoch 8 Batch 204/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.772, Loss: 0.495 Epoch 8 Batch 205/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.772, Loss: 0.468 Epoch 8 Batch 206/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.762, Loss: 0.438 Epoch 8 Batch 207/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.761, Loss: 0.460 Epoch 8 Batch 208/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.757, Loss: 0.441 Epoch 8 Batch 209/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.761, Loss: 0.407 Epoch 8 Batch 210/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.762, Loss: 0.465 Epoch 8 Batch 211/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.765, Loss: 0.455 Epoch 8 Batch 212/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.778, Loss: 0.425 Epoch 8 Batch 213/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.773, Loss: 0.415 Epoch 8 Batch 214/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.766, Loss: 0.442 Epoch 8 Batch 215/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.766, Loss: 0.486 Epoch 8 Batch 216/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.764, Loss: 0.459 Epoch 8 Batch 217/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.760, Loss: 0.436 Epoch 8 Batch 218/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.756, Loss: 0.486 Epoch 8 Batch 219/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.757, Loss: 0.457 Epoch 8 Batch 220/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.760, Loss: 0.458 Epoch 8 Batch 221/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.760, Loss: 0.454 Epoch 8 Batch 222/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.766, Loss: 0.496 Epoch 8 Batch 223/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.774, Loss: 0.417 Epoch 8 Batch 224/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.779, Loss: 0.453 Epoch 8 Batch 225/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.779, Loss: 0.442 Epoch 8 Batch 226/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.778, Loss: 0.460 Epoch 8 Batch 227/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.776, Loss: 0.489 Epoch 8 Batch 228/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.774, Loss: 0.432 Epoch 8 Batch 229/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.774, Loss: 0.471 Epoch 8 Batch 230/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.775, Loss: 0.427 Epoch 8 Batch 231/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.778, Loss: 0.489 Epoch 8 Batch 232/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.777, Loss: 0.485 Epoch 8 Batch 233/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.783, Loss: 0.507 Epoch 8 Batch 234/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.782, Loss: 0.468 Epoch 8 Batch 235/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.779, Loss: 0.427 Epoch 8 Batch 236/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.784, Loss: 0.469 Epoch 8 Batch 237/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.786, Loss: 0.416 Epoch 8 Batch 238/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.786, Loss: 0.457 Epoch 8 Batch 239/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.780, Loss: 0.433 Epoch 8 Batch 240/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.774, Loss: 0.439 Epoch 8 Batch 241/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.770, Loss: 0.412 Epoch 8 Batch 242/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.770, Loss: 0.432 Epoch 8 Batch 243/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.769, Loss: 0.475 Epoch 8 Batch 244/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.767, Loss: 0.452 Epoch 8 Batch 245/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.767, Loss: 0.428 Epoch 8 Batch 246/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.768, Loss: 0.449 Epoch 8 Batch 247/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.763, Loss: 0.430 Epoch 8 Batch 248/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.758, Loss: 0.435 Epoch 8 Batch 249/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.753, Loss: 0.459 Epoch 8 Batch 250/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.757, Loss: 0.423 Epoch 8 Batch 251/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.762, Loss: 0.460 Epoch 8 Batch 252/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.762, Loss: 0.452 Epoch 8 Batch 253/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.776, Loss: 0.449 Epoch 8 Batch 254/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.777, Loss: 0.445 Epoch 8 Batch 255/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.778, Loss: 0.460 Epoch 8 Batch 256/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.777, Loss: 0.493 Epoch 8 Batch 257/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.778, Loss: 0.447 Epoch 8 Batch 258/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.775, Loss: 0.448 Epoch 8 Batch 259/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.778, Loss: 0.453 Epoch 8 Batch 260/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.774, Loss: 0.421 Epoch 8 Batch 261/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.774, Loss: 0.448 Epoch 8 Batch 262/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.768, Loss: 0.446 Epoch 8 Batch 263/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.764, Loss: 0.433 Epoch 8 Batch 264/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.765, Loss: 0.458 Epoch 8 Batch 265/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.761, Loss: 0.457 Epoch 8 Batch 266/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.760, Loss: 0.455 Epoch 8 Batch 267/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.761, Loss: 0.425 Epoch 8 Batch 268/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.759, Loss: 0.461 Epoch 8 Batch 269/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.759, Loss: 0.482 Epoch 8 Batch 270/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.760, Loss: 0.479 Epoch 8 Batch 271/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.760, Loss: 0.439 Epoch 8 Batch 272/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.758, Loss: 0.489 Epoch 8 Batch 273/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.761, Loss: 0.446 Epoch 8 Batch 274/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.761, Loss: 0.432 Epoch 8 Batch 275/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.755, Loss: 0.443 Epoch 8 Batch 276/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.757, Loss: 0.472 Epoch 8 Batch 277/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.759, Loss: 0.420 Epoch 8 Batch 278/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.760, Loss: 0.496 Epoch 8 Batch 279/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.761, Loss: 0.511 Epoch 8 Batch 280/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.763, Loss: 0.480 Epoch 8 Batch 281/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.768, Loss: 0.461 Epoch 8 Batch 282/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.767, Loss: 0.474 Epoch 8 Batch 283/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.761, Loss: 0.469 Epoch 8 Batch 284/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.759, Loss: 0.495 Epoch 8 Batch 285/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.763, Loss: 0.451 Epoch 8 Batch 286/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.769, Loss: 0.442 Epoch 8 Batch 287/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.772, Loss: 0.455 Epoch 8 Batch 288/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.771, Loss: 0.465 Epoch 8 Batch 289/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.773, Loss: 0.452 Epoch 8 Batch 290/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.774, Loss: 0.471 Epoch 8 Batch 291/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.774, Loss: 0.474 Epoch 8 Batch 292/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.771, Loss: 0.417 Epoch 8 Batch 293/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.775, Loss: 0.505 Epoch 8 Batch 294/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.777, Loss: 0.450 Epoch 8 Batch 295/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.771, Loss: 0.500 Epoch 8 Batch 296/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.763, Loss: 0.440 Epoch 8 Batch 297/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.764, Loss: 0.478 Epoch 8 Batch 298/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.774, Loss: 0.493 Epoch 8 Batch 299/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.772, Loss: 0.423 Epoch 8 Batch 300/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.762, Loss: 0.464 Epoch 8 Batch 301/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.766, Loss: 0.446 Epoch 8 Batch 302/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.770, Loss: 0.444 Epoch 8 Batch 303/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.763, Loss: 0.480 Epoch 8 Batch 304/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.760, Loss: 0.425 Epoch 8 Batch 305/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.771, Loss: 0.457 Epoch 8 Batch 306/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.770, Loss: 0.449 Epoch 8 Batch 307/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.769, Loss: 0.468 Epoch 8 Batch 308/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.774, Loss: 0.483 Epoch 8 Batch 309/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.784, Loss: 0.425 Epoch 8 Batch 310/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.777, Loss: 0.463 Epoch 8 Batch 311/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.774, Loss: 0.427 Epoch 8 Batch 312/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.781, Loss: 0.475 Epoch 8 Batch 313/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.780, Loss: 0.443 Epoch 8 Batch 314/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.765, Loss: 0.445 Epoch 8 Batch 315/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.765, Loss: 0.440 Epoch 8 Batch 316/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.765, Loss: 0.420 Epoch 8 Batch 317/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.763, Loss: 0.508 Epoch 8 Batch 318/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.770, Loss: 0.466 Epoch 8 Batch 319/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.762, Loss: 0.467 Epoch 8 Batch 320/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.761, Loss: 0.459 Epoch 8 Batch 321/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.761, Loss: 0.443 Epoch 8 Batch 322/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.767, Loss: 0.440 Epoch 8 Batch 323/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.766, Loss: 0.441 Epoch 8 Batch 324/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.764, Loss: 0.452 Epoch 8 Batch 325/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.761, Loss: 0.421 Epoch 8 Batch 326/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.760, Loss: 0.447 Epoch 8 Batch 327/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.755, Loss: 0.474 Epoch 8 Batch 328/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.762, Loss: 0.460 Epoch 8 Batch 329/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.764, Loss: 0.492 Epoch 8 Batch 330/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.755, Loss: 0.449 Epoch 8 Batch 331/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.754, Loss: 0.471 Epoch 8 Batch 332/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.759, Loss: 0.409 Epoch 8 Batch 333/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.765, Loss: 0.440 Epoch 8 Batch 334/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.763, Loss: 0.445 Epoch 8 Batch 335/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.764, Loss: 0.437 Epoch 8 Batch 336/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.767, Loss: 0.489 Epoch 8 Batch 337/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.781, Loss: 0.470 Epoch 8 Batch 338/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.781, Loss: 0.509 Epoch 8 Batch 339/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.780, Loss: 0.437 Epoch 8 Batch 340/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.777, Loss: 0.462 Epoch 8 Batch 341/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.783, Loss: 0.484 Epoch 8 Batch 342/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.781, Loss: 0.431 Epoch 8 Batch 343/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.781, Loss: 0.459 Epoch 8 Batch 344/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.787, Loss: 0.448 Epoch 8 Batch 345/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.778, Loss: 0.448 Epoch 8 Batch 346/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.772, Loss: 0.470 Epoch 8 Batch 347/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.771, Loss: 0.435 Epoch 8 Batch 348/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.769, Loss: 0.438 Epoch 8 Batch 349/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.775, Loss: 0.447 Epoch 8 Batch 350/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.778, Loss: 0.462 Epoch 8 Batch 351/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.777, Loss: 0.491 Epoch 8 Batch 352/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.776, Loss: 0.473 Epoch 8 Batch 353/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.770, Loss: 0.487 Epoch 8 Batch 354/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.772, Loss: 0.484 Epoch 8 Batch 355/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.776, Loss: 0.461 Epoch 8 Batch 356/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.768, Loss: 0.449 Epoch 8 Batch 357/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.767, Loss: 0.456 Epoch 8 Batch 358/1077 - Train Accuracy: 0.742, Validation Accuracy: 0.766, Loss: 0.464 Epoch 8 Batch 359/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.764, Loss: 0.463 Epoch 8 Batch 360/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.766, Loss: 0.461 Epoch 8 Batch 361/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.768, Loss: 0.466 Epoch 8 Batch 362/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.766, Loss: 0.453 Epoch 8 Batch 363/1077 - Train Accuracy: 0.740, Validation Accuracy: 0.768, Loss: 0.459 Epoch 8 Batch 364/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.768, Loss: 0.476 Epoch 8 Batch 365/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.764, Loss: 0.447 Epoch 8 Batch 366/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.760, Loss: 0.459 Epoch 8 Batch 367/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.767, Loss: 0.402 Epoch 8 Batch 368/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.765, Loss: 0.458 Epoch 8 Batch 369/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.773, Loss: 0.445 Epoch 8 Batch 370/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.772, Loss: 0.462 Epoch 8 Batch 371/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.775, Loss: 0.471 Epoch 8 Batch 372/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.771, Loss: 0.437 Epoch 8 Batch 373/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.771, Loss: 0.422 Epoch 8 Batch 374/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.770, Loss: 0.484 Epoch 8 Batch 375/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.768, Loss: 0.418 Epoch 8 Batch 376/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.767, Loss: 0.449 Epoch 8 Batch 377/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.769, Loss: 0.480 Epoch 8 Batch 378/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.776, Loss: 0.413 Epoch 8 Batch 379/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.770, Loss: 0.456 Epoch 8 Batch 380/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.769, Loss: 0.436 Epoch 8 Batch 381/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.766, Loss: 0.464 Epoch 8 Batch 382/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.758, Loss: 0.483 Epoch 8 Batch 383/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.761, Loss: 0.445 Epoch 8 Batch 384/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.755, Loss: 0.438 Epoch 8 Batch 385/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.755, Loss: 0.449 Epoch 8 Batch 386/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.755, Loss: 0.426 Epoch 8 Batch 387/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.770, Loss: 0.445 Epoch 8 Batch 388/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.771, Loss: 0.452 Epoch 8 Batch 389/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.774, Loss: 0.455 Epoch 8 Batch 390/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.775, Loss: 0.475 Epoch 8 Batch 391/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.774, Loss: 0.440 Epoch 8 Batch 392/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.775, Loss: 0.413 Epoch 8 Batch 393/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.765, Loss: 0.423 Epoch 8 Batch 394/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.756, Loss: 0.492 Epoch 8 Batch 395/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.761, Loss: 0.427 Epoch 8 Batch 396/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.764, Loss: 0.480 Epoch 8 Batch 397/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.766, Loss: 0.465 Epoch 8 Batch 398/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.766, Loss: 0.501 Epoch 8 Batch 399/1077 - Train Accuracy: 0.726, Validation Accuracy: 0.765, Loss: 0.477 Epoch 8 Batch 400/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.767, Loss: 0.466 Epoch 8 Batch 401/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.768, Loss: 0.438 Epoch 8 Batch 402/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.765, Loss: 0.442 Epoch 8 Batch 403/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.764, Loss: 0.477 Epoch 8 Batch 404/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.762, Loss: 0.419 Epoch 8 Batch 405/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.766, Loss: 0.478 Epoch 8 Batch 406/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.762, Loss: 0.439 Epoch 8 Batch 407/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.766, Loss: 0.497 Epoch 8 Batch 408/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.766, Loss: 0.450 Epoch 8 Batch 409/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.768, Loss: 0.479 Epoch 8 Batch 410/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.770, Loss: 0.479 Epoch 8 Batch 411/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.761, Loss: 0.427 Epoch 8 Batch 412/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.767, Loss: 0.438 Epoch 8 Batch 413/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.768, Loss: 0.430 Epoch 8 Batch 414/1077 - Train Accuracy: 0.738, Validation Accuracy: 0.771, Loss: 0.468 Epoch 8 Batch 415/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.767, Loss: 0.432 Epoch 8 Batch 416/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.766, Loss: 0.440 Epoch 8 Batch 417/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.771, Loss: 0.489 Epoch 8 Batch 418/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.771, Loss: 0.435 Epoch 8 Batch 419/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.767, Loss: 0.452 Epoch 8 Batch 420/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.769, Loss: 0.422 Epoch 8 Batch 421/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.773, Loss: 0.477 Epoch 8 Batch 422/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.778, Loss: 0.442 Epoch 8 Batch 423/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.786, Loss: 0.467 Epoch 8 Batch 424/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.785, Loss: 0.453 Epoch 8 Batch 425/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.777, Loss: 0.424 Epoch 8 Batch 426/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.783, Loss: 0.472 Epoch 8 Batch 427/1077 - Train Accuracy: 0.731, Validation Accuracy: 0.778, Loss: 0.443 Epoch 8 Batch 428/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.777, Loss: 0.436 Epoch 8 Batch 429/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.776, Loss: 0.437 Epoch 8 Batch 430/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.771, Loss: 0.443 Epoch 8 Batch 431/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.770, Loss: 0.450 Epoch 8 Batch 432/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.769, Loss: 0.462 Epoch 8 Batch 433/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.768, Loss: 0.470 Epoch 8 Batch 434/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.770, Loss: 0.459 Epoch 8 Batch 435/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.766, Loss: 0.487 Epoch 8 Batch 436/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.770, Loss: 0.450 Epoch 8 Batch 437/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.764, Loss: 0.466 Epoch 8 Batch 438/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.761, Loss: 0.439 Epoch 8 Batch 439/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.760, Loss: 0.462 Epoch 8 Batch 440/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.760, Loss: 0.475 Epoch 8 Batch 441/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.760, Loss: 0.450 Epoch 8 Batch 442/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.760, Loss: 0.442 Epoch 8 Batch 443/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.766, Loss: 0.431 Epoch 8 Batch 444/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.769, Loss: 0.442 Epoch 8 Batch 445/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.772, Loss: 0.474 Epoch 8 Batch 446/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.779, Loss: 0.409 Epoch 8 Batch 447/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.786, Loss: 0.469 Epoch 8 Batch 448/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.787, Loss: 0.461 Epoch 8 Batch 449/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.785, Loss: 0.474 Epoch 8 Batch 450/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.767, Loss: 0.438 Epoch 8 Batch 451/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.762, Loss: 0.438 Epoch 8 Batch 452/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.761, Loss: 0.470 Epoch 8 Batch 453/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.766, Loss: 0.440 Epoch 8 Batch 454/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.772, Loss: 0.468 Epoch 8 Batch 455/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.776, Loss: 0.424 Epoch 8 Batch 456/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.774, Loss: 0.454 Epoch 8 Batch 457/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.774, Loss: 0.420 Epoch 8 Batch 458/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.762, Loss: 0.472 Epoch 8 Batch 459/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.766, Loss: 0.435 Epoch 8 Batch 460/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.763, Loss: 0.469 Epoch 8 Batch 461/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.763, Loss: 0.436 Epoch 8 Batch 462/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.771, Loss: 0.442 Epoch 8 Batch 463/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.772, Loss: 0.459 Epoch 8 Batch 464/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.769, Loss: 0.440 Epoch 8 Batch 465/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.775, Loss: 0.491 Epoch 8 Batch 466/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.781, Loss: 0.438 Epoch 8 Batch 467/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.771, Loss: 0.422 Epoch 8 Batch 468/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.768, Loss: 0.456 Epoch 8 Batch 469/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.763, Loss: 0.469 Epoch 8 Batch 470/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.762, Loss: 0.475 Epoch 8 Batch 471/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.766, Loss: 0.440 Epoch 8 Batch 472/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.767, Loss: 0.441 Epoch 8 Batch 473/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.763, Loss: 0.469 Epoch 8 Batch 474/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.767, Loss: 0.448 Epoch 8 Batch 475/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.771, Loss: 0.436 Epoch 8 Batch 476/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.771, Loss: 0.440 Epoch 8 Batch 477/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.777, Loss: 0.441 Epoch 8 Batch 478/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.769, Loss: 0.474 Epoch 8 Batch 479/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.770, Loss: 0.469 Epoch 8 Batch 480/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.771, Loss: 0.449 Epoch 8 Batch 481/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.768, Loss: 0.459 Epoch 8 Batch 482/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.762, Loss: 0.465 Epoch 8 Batch 483/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.763, Loss: 0.469 Epoch 8 Batch 484/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.764, Loss: 0.440 Epoch 8 Batch 485/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.766, Loss: 0.445 Epoch 8 Batch 486/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.771, Loss: 0.456 Epoch 8 Batch 487/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.772, Loss: 0.461 Epoch 8 Batch 488/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.772, Loss: 0.459 Epoch 8 Batch 489/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.772, Loss: 0.443 Epoch 8 Batch 490/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.775, Loss: 0.471 Epoch 8 Batch 491/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.778, Loss: 0.453 Epoch 8 Batch 492/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.779, Loss: 0.470 Epoch 8 Batch 493/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.772, Loss: 0.434 Epoch 8 Batch 494/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.771, Loss: 0.437 Epoch 8 Batch 495/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.765, Loss: 0.428 Epoch 8 Batch 496/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.767, Loss: 0.457 Epoch 8 Batch 497/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.776, Loss: 0.493 Epoch 8 Batch 498/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.774, Loss: 0.446 Epoch 8 Batch 499/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.777, Loss: 0.439 Epoch 8 Batch 500/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.776, Loss: 0.438 Epoch 8 Batch 501/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.772, Loss: 0.458 Epoch 8 Batch 502/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.773, Loss: 0.453 Epoch 8 Batch 503/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.773, Loss: 0.451 Epoch 8 Batch 504/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.773, Loss: 0.462 Epoch 8 Batch 505/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.771, Loss: 0.395 Epoch 8 Batch 506/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.768, Loss: 0.453 Epoch 8 Batch 507/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.770, Loss: 0.453 Epoch 8 Batch 508/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.770, Loss: 0.435 Epoch 8 Batch 509/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.774, Loss: 0.483 Epoch 8 Batch 510/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.774, Loss: 0.439 Epoch 8 Batch 511/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.779, Loss: 0.455 Epoch 8 Batch 512/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.773, Loss: 0.462 Epoch 8 Batch 513/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.768, Loss: 0.462 Epoch 8 Batch 514/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.766, Loss: 0.475 Epoch 8 Batch 515/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.774, Loss: 0.461 Epoch 8 Batch 516/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.782, Loss: 0.414 Epoch 8 Batch 517/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.781, Loss: 0.456 Epoch 8 Batch 518/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.782, Loss: 0.423 Epoch 8 Batch 519/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.776, Loss: 0.462 Epoch 8 Batch 520/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.778, Loss: 0.424 Epoch 8 Batch 521/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.781, Loss: 0.444 Epoch 8 Batch 522/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.779, Loss: 0.472 Epoch 8 Batch 523/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.780, Loss: 0.459 Epoch 8 Batch 524/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.778, Loss: 0.438 Epoch 8 Batch 525/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.780, Loss: 0.453 Epoch 8 Batch 526/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.784, Loss: 0.438 Epoch 8 Batch 527/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.778, Loss: 0.454 Epoch 8 Batch 528/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.784, Loss: 0.451 Epoch 8 Batch 529/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.776, Loss: 0.447 Epoch 8 Batch 530/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.773, Loss: 0.468 Epoch 8 Batch 531/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.769, Loss: 0.444 Epoch 8 Batch 532/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.764, Loss: 0.471 Epoch 8 Batch 533/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.766, Loss: 0.463 Epoch 8 Batch 534/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.760, Loss: 0.449 Epoch 8 Batch 535/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.751, Loss: 0.450 Epoch 8 Batch 536/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.761, Loss: 0.457 Epoch 8 Batch 537/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.765, Loss: 0.460 Epoch 8 Batch 538/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.768, Loss: 0.414 Epoch 8 Batch 539/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.764, Loss: 0.480 Epoch 8 Batch 540/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.771, Loss: 0.404 Epoch 8 Batch 541/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.774, Loss: 0.455 Epoch 8 Batch 542/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.783, Loss: 0.468 Epoch 8 Batch 543/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.780, Loss: 0.471 Epoch 8 Batch 544/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.782, Loss: 0.455 Epoch 8 Batch 545/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.783, Loss: 0.485 Epoch 8 Batch 546/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.779, Loss: 0.457 Epoch 8 Batch 547/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.774, Loss: 0.474 Epoch 8 Batch 548/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.776, Loss: 0.465 Epoch 8 Batch 549/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.776, Loss: 0.474 Epoch 8 Batch 550/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.774, Loss: 0.471 Epoch 8 Batch 551/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.779, Loss: 0.475 Epoch 8 Batch 552/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.777, Loss: 0.479 Epoch 8 Batch 553/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.775, Loss: 0.489 Epoch 8 Batch 554/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.776, Loss: 0.462 Epoch 8 Batch 555/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.772, Loss: 0.455 Epoch 8 Batch 556/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.776, Loss: 0.445 Epoch 8 Batch 557/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.779, Loss: 0.448 Epoch 8 Batch 558/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.772, Loss: 0.436 Epoch 8 Batch 559/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.772, Loss: 0.454 Epoch 8 Batch 560/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.782, Loss: 0.452 Epoch 8 Batch 561/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.778, Loss: 0.426 Epoch 8 Batch 562/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.779, Loss: 0.409 Epoch 8 Batch 563/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.770, Loss: 0.476 Epoch 8 Batch 564/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.767, Loss: 0.467 Epoch 8 Batch 565/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.770, Loss: 0.473 Epoch 8 Batch 566/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.770, Loss: 0.473 Epoch 8 Batch 567/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.767, Loss: 0.460 Epoch 8 Batch 568/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.768, Loss: 0.458 Epoch 8 Batch 569/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.770, Loss: 0.457 Epoch 8 Batch 570/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.770, Loss: 0.476 Epoch 8 Batch 571/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.776, Loss: 0.433 Epoch 8 Batch 572/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.773, Loss: 0.432 Epoch 8 Batch 573/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.766, Loss: 0.470 Epoch 8 Batch 574/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.767, Loss: 0.486 Epoch 8 Batch 575/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.772, Loss: 0.434 Epoch 8 Batch 576/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.770, Loss: 0.459 Epoch 8 Batch 577/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.766, Loss: 0.486 Epoch 8 Batch 578/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.758, Loss: 0.466 Epoch 8 Batch 579/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.762, Loss: 0.445 Epoch 8 Batch 580/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.762, Loss: 0.422 Epoch 8 Batch 581/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.761, Loss: 0.445 Epoch 8 Batch 582/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.768, Loss: 0.461 Epoch 8 Batch 583/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.766, Loss: 0.456 Epoch 8 Batch 584/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.767, Loss: 0.451 Epoch 8 Batch 585/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.766, Loss: 0.417 Epoch 8 Batch 586/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.766, Loss: 0.470 Epoch 8 Batch 587/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.757, Loss: 0.451 Epoch 8 Batch 588/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.752, Loss: 0.447 Epoch 8 Batch 589/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.756, Loss: 0.461 Epoch 8 Batch 590/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.752, Loss: 0.474 Epoch 8 Batch 591/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.764, Loss: 0.438 Epoch 8 Batch 592/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.763, Loss: 0.495 Epoch 8 Batch 593/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.766, Loss: 0.435 Epoch 8 Batch 594/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.762, Loss: 0.456 Epoch 8 Batch 595/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.762, Loss: 0.474 Epoch 8 Batch 596/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.766, Loss: 0.464 Epoch 8 Batch 597/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.762, Loss: 0.459 Epoch 8 Batch 598/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.762, Loss: 0.447 Epoch 8 Batch 599/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.766, Loss: 0.531 Epoch 8 Batch 600/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.767, Loss: 0.444 Epoch 8 Batch 601/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.762, Loss: 0.451 Epoch 8 Batch 602/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.757, Loss: 0.454 Epoch 8 Batch 603/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.756, Loss: 0.453 Epoch 8 Batch 604/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.755, Loss: 0.461 Epoch 8 Batch 605/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.759, Loss: 0.489 Epoch 8 Batch 606/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.764, Loss: 0.408 Epoch 8 Batch 607/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.777, Loss: 0.430 Epoch 8 Batch 608/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.773, Loss: 0.480 Epoch 8 Batch 609/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.768, Loss: 0.467 Epoch 8 Batch 610/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.775, Loss: 0.483 Epoch 8 Batch 611/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.774, Loss: 0.468 Epoch 8 Batch 612/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.773, Loss: 0.430 Epoch 8 Batch 613/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.773, Loss: 0.457 Epoch 8 Batch 614/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.772, Loss: 0.440 Epoch 8 Batch 615/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.775, Loss: 0.444 Epoch 8 Batch 616/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.775, Loss: 0.478 Epoch 8 Batch 617/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.772, Loss: 0.447 Epoch 8 Batch 618/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.774, Loss: 0.457 Epoch 8 Batch 619/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.770, Loss: 0.471 Epoch 8 Batch 620/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.770, Loss: 0.455 Epoch 8 Batch 621/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.769, Loss: 0.447 Epoch 8 Batch 622/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.770, Loss: 0.462 Epoch 8 Batch 623/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.757, Loss: 0.485 Epoch 8 Batch 624/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.761, Loss: 0.409 Epoch 8 Batch 625/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.766, Loss: 0.470 Epoch 8 Batch 626/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.771, Loss: 0.414 Epoch 8 Batch 627/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.777, Loss: 0.450 Epoch 8 Batch 628/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.774, Loss: 0.465 Epoch 8 Batch 629/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.776, Loss: 0.449 Epoch 8 Batch 630/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.784, Loss: 0.462 Epoch 8 Batch 631/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.781, Loss: 0.444 Epoch 8 Batch 632/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.784, Loss: 0.435 Epoch 8 Batch 633/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.773, Loss: 0.454 Epoch 8 Batch 634/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.765, Loss: 0.413 Epoch 8 Batch 635/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.765, Loss: 0.490 Epoch 8 Batch 636/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.766, Loss: 0.440 Epoch 8 Batch 637/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.768, Loss: 0.454 Epoch 8 Batch 638/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.773, Loss: 0.437 Epoch 8 Batch 639/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.770, Loss: 0.454 Epoch 8 Batch 640/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.770, Loss: 0.422 Epoch 8 Batch 641/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.770, Loss: 0.432 Epoch 8 Batch 642/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.771, Loss: 0.447 Epoch 8 Batch 643/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.772, Loss: 0.426 Epoch 8 Batch 644/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.768, Loss: 0.465 Epoch 8 Batch 645/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.768, Loss: 0.443 Epoch 8 Batch 646/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.768, Loss: 0.443 Epoch 8 Batch 647/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.769, Loss: 0.429 Epoch 8 Batch 648/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.768, Loss: 0.430 Epoch 8 Batch 649/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.772, Loss: 0.443 Epoch 8 Batch 650/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.768, Loss: 0.452 Epoch 8 Batch 651/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.772, Loss: 0.435 Epoch 8 Batch 652/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.779, Loss: 0.497 Epoch 8 Batch 653/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.788, Loss: 0.462 Epoch 8 Batch 654/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.783, Loss: 0.424 Epoch 8 Batch 655/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.781, Loss: 0.485 Epoch 8 Batch 656/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.789, Loss: 0.457 Epoch 8 Batch 657/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.782, Loss: 0.468 Epoch 8 Batch 658/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.784, Loss: 0.441 Epoch 8 Batch 659/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.782, Loss: 0.449 Epoch 8 Batch 660/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.779, Loss: 0.470 Epoch 8 Batch 661/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.774, Loss: 0.381 Epoch 8 Batch 662/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.778, Loss: 0.430 Epoch 8 Batch 663/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.781, Loss: 0.435 Epoch 8 Batch 664/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.775, Loss: 0.452 Epoch 8 Batch 665/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.781, Loss: 0.450 Epoch 8 Batch 666/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.778, Loss: 0.473 Epoch 8 Batch 667/1077 - Train Accuracy: 0.747, Validation Accuracy: 0.778, Loss: 0.485 Epoch 8 Batch 668/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.776, Loss: 0.434 Epoch 8 Batch 669/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.780, Loss: 0.435 Epoch 8 Batch 670/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.782, Loss: 0.401 Epoch 8 Batch 671/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.772, Loss: 0.495 Epoch 8 Batch 672/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.773, Loss: 0.436 Epoch 8 Batch 673/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.771, Loss: 0.430 Epoch 8 Batch 674/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.769, Loss: 0.433 Epoch 8 Batch 675/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.764, Loss: 0.466 Epoch 8 Batch 676/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.770, Loss: 0.469 Epoch 8 Batch 677/1077 - Train Accuracy: 0.745, Validation Accuracy: 0.761, Loss: 0.468 Epoch 8 Batch 678/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.764, Loss: 0.436 Epoch 8 Batch 679/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.762, Loss: 0.467 Epoch 8 Batch 680/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.763, Loss: 0.438 Epoch 8 Batch 681/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.763, Loss: 0.472 Epoch 8 Batch 682/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.769, Loss: 0.463 Epoch 8 Batch 683/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.774, Loss: 0.437 Epoch 8 Batch 684/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.768, Loss: 0.451 Epoch 8 Batch 685/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.767, Loss: 0.479 Epoch 8 Batch 686/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.769, Loss: 0.424 Epoch 8 Batch 687/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.762, Loss: 0.481 Epoch 8 Batch 688/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.763, Loss: 0.434 Epoch 8 Batch 689/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.771, Loss: 0.421 Epoch 8 Batch 690/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.766, Loss: 0.432 Epoch 8 Batch 691/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.761, Loss: 0.487 Epoch 8 Batch 692/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.763, Loss: 0.437 Epoch 8 Batch 693/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.761, Loss: 0.499 Epoch 8 Batch 694/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.764, Loss: 0.435 Epoch 8 Batch 695/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.765, Loss: 0.433 Epoch 8 Batch 696/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.765, Loss: 0.476 Epoch 8 Batch 697/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.759, Loss: 0.439 Epoch 8 Batch 698/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.766, Loss: 0.436 Epoch 8 Batch 699/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.775, Loss: 0.466 Epoch 8 Batch 700/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.777, Loss: 0.427 Epoch 8 Batch 701/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.777, Loss: 0.475 Epoch 8 Batch 702/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.782, Loss: 0.451 Epoch 8 Batch 703/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.775, Loss: 0.453 Epoch 8 Batch 704/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.773, Loss: 0.494 Epoch 8 Batch 705/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.779, Loss: 0.469 Epoch 8 Batch 706/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.778, Loss: 0.459 Epoch 8 Batch 707/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.779, Loss: 0.453 Epoch 8 Batch 708/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.776, Loss: 0.457 Epoch 8 Batch 709/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.776, Loss: 0.483 Epoch 8 Batch 710/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.771, Loss: 0.442 Epoch 8 Batch 711/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.778, Loss: 0.485 Epoch 8 Batch 712/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.779, Loss: 0.443 Epoch 8 Batch 713/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.781, Loss: 0.406 Epoch 8 Batch 714/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.783, Loss: 0.439 Epoch 8 Batch 715/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.772, Loss: 0.476 Epoch 8 Batch 716/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.772, Loss: 0.433 Epoch 8 Batch 717/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.770, Loss: 0.459 Epoch 8 Batch 718/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.759, Loss: 0.444 Epoch 8 Batch 719/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.765, Loss: 0.423 Epoch 8 Batch 720/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.773, Loss: 0.500 Epoch 8 Batch 721/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.772, Loss: 0.463 Epoch 8 Batch 722/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.776, Loss: 0.435 Epoch 8 Batch 723/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.773, Loss: 0.448 Epoch 8 Batch 724/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.758, Loss: 0.496 Epoch 8 Batch 725/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.765, Loss: 0.418 Epoch 8 Batch 726/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.769, Loss: 0.429 Epoch 8 Batch 727/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.772, Loss: 0.416 Epoch 8 Batch 728/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.768, Loss: 0.453 Epoch 8 Batch 729/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.768, Loss: 0.465 Epoch 8 Batch 730/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.771, Loss: 0.463 Epoch 8 Batch 731/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.772, Loss: 0.453 Epoch 8 Batch 732/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.778, Loss: 0.475 Epoch 8 Batch 733/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.776, Loss: 0.449 Epoch 8 Batch 734/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.769, Loss: 0.478 Epoch 8 Batch 735/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.767, Loss: 0.441 Epoch 8 Batch 736/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.767, Loss: 0.433 Epoch 8 Batch 737/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.770, Loss: 0.506 Epoch 8 Batch 738/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.770, Loss: 0.384 Epoch 8 Batch 739/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.769, Loss: 0.438 Epoch 8 Batch 740/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.766, Loss: 0.455 Epoch 8 Batch 741/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.767, Loss: 0.461 Epoch 8 Batch 742/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.769, Loss: 0.462 Epoch 8 Batch 743/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.773, Loss: 0.455 Epoch 8 Batch 744/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.773, Loss: 0.416 Epoch 8 Batch 745/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.770, Loss: 0.435 Epoch 8 Batch 746/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.784, Loss: 0.442 Epoch 8 Batch 747/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.783, Loss: 0.429 Epoch 8 Batch 748/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.770, Loss: 0.409 Epoch 8 Batch 749/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.766, Loss: 0.465 Epoch 8 Batch 750/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.760, Loss: 0.431 Epoch 8 Batch 751/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.765, Loss: 0.439 Epoch 8 Batch 752/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.770, Loss: 0.407 Epoch 8 Batch 753/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.764, Loss: 0.433 Epoch 8 Batch 754/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.768, Loss: 0.450 Epoch 8 Batch 755/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.773, Loss: 0.454 Epoch 8 Batch 756/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.770, Loss: 0.417 Epoch 8 Batch 757/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.780, Loss: 0.473 Epoch 8 Batch 758/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.775, Loss: 0.421 Epoch 8 Batch 759/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.776, Loss: 0.427 Epoch 8 Batch 760/1077 - Train Accuracy: 0.741, Validation Accuracy: 0.776, Loss: 0.456 Epoch 8 Batch 761/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.775, Loss: 0.482 Epoch 8 Batch 762/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.783, Loss: 0.431 Epoch 8 Batch 763/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.784, Loss: 0.409 Epoch 8 Batch 764/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.782, Loss: 0.452 Epoch 8 Batch 765/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.784, Loss: 0.421 Epoch 8 Batch 766/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.780, Loss: 0.466 Epoch 8 Batch 767/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.780, Loss: 0.429 Epoch 8 Batch 768/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.780, Loss: 0.443 Epoch 8 Batch 769/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.781, Loss: 0.455 Epoch 8 Batch 770/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.771, Loss: 0.418 Epoch 8 Batch 771/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.767, Loss: 0.472 Epoch 8 Batch 772/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.761, Loss: 0.431 Epoch 8 Batch 773/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.768, Loss: 0.428 Epoch 8 Batch 774/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.767, Loss: 0.463 Epoch 8 Batch 775/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.773, Loss: 0.439 Epoch 8 Batch 776/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.773, Loss: 0.445 Epoch 8 Batch 777/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.772, Loss: 0.442 Epoch 8 Batch 778/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.768, Loss: 0.422 Epoch 8 Batch 779/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.771, Loss: 0.463 Epoch 8 Batch 780/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.775, Loss: 0.485 Epoch 8 Batch 781/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.768, Loss: 0.438 Epoch 8 Batch 782/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.767, Loss: 0.453 Epoch 8 Batch 783/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.766, Loss: 0.450 Epoch 8 Batch 784/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.769, Loss: 0.457 Epoch 8 Batch 785/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.770, Loss: 0.410 Epoch 8 Batch 786/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.775, Loss: 0.437 Epoch 8 Batch 787/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.772, Loss: 0.423 Epoch 8 Batch 788/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.773, Loss: 0.433 Epoch 8 Batch 789/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.768, Loss: 0.451 Epoch 8 Batch 790/1077 - Train Accuracy: 0.735, Validation Accuracy: 0.769, Loss: 0.493 Epoch 8 Batch 791/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.768, Loss: 0.443 Epoch 8 Batch 792/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.767, Loss: 0.457 Epoch 8 Batch 793/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.767, Loss: 0.451 Epoch 8 Batch 794/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.767, Loss: 0.452 Epoch 8 Batch 795/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.763, Loss: 0.483 Epoch 8 Batch 796/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.766, Loss: 0.462 Epoch 8 Batch 797/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.778, Loss: 0.453 Epoch 8 Batch 798/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.777, Loss: 0.438 Epoch 8 Batch 799/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.782, Loss: 0.475 Epoch 8 Batch 800/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.784, Loss: 0.457 Epoch 8 Batch 801/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.779, Loss: 0.456 Epoch 8 Batch 802/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.782, Loss: 0.457 Epoch 8 Batch 803/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.778, Loss: 0.471 Epoch 8 Batch 804/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.778, Loss: 0.452 Epoch 8 Batch 805/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.776, Loss: 0.436 Epoch 8 Batch 806/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.782, Loss: 0.453 Epoch 8 Batch 807/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.778, Loss: 0.424 Epoch 8 Batch 808/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.771, Loss: 0.467 Epoch 8 Batch 809/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.774, Loss: 0.476 Epoch 8 Batch 810/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.775, Loss: 0.412 Epoch 8 Batch 811/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.781, Loss: 0.425 Epoch 8 Batch 812/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.779, Loss: 0.461 Epoch 8 Batch 813/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.775, Loss: 0.443 Epoch 8 Batch 814/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.782, Loss: 0.459 Epoch 8 Batch 815/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.783, Loss: 0.460 Epoch 8 Batch 816/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.784, Loss: 0.461 Epoch 8 Batch 817/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.785, Loss: 0.469 Epoch 8 Batch 818/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.784, Loss: 0.456 Epoch 8 Batch 819/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.775, Loss: 0.436 Epoch 8 Batch 820/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.780, Loss: 0.469 Epoch 8 Batch 821/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.780, Loss: 0.431 Epoch 8 Batch 822/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.783, Loss: 0.444 Epoch 8 Batch 823/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.783, Loss: 0.432 Epoch 8 Batch 824/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.778, Loss: 0.431 Epoch 8 Batch 825/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.783, Loss: 0.447 Epoch 8 Batch 826/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.778, Loss: 0.430 Epoch 8 Batch 827/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.776, Loss: 0.476 Epoch 8 Batch 828/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.777, Loss: 0.448 Epoch 8 Batch 829/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.776, Loss: 0.466 Epoch 8 Batch 830/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.784, Loss: 0.441 Epoch 8 Batch 831/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.782, Loss: 0.464 Epoch 8 Batch 832/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.767, Loss: 0.451 Epoch 8 Batch 833/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.771, Loss: 0.461 Epoch 8 Batch 834/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.779, Loss: 0.438 Epoch 8 Batch 835/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.778, Loss: 0.450 Epoch 8 Batch 836/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.779, Loss: 0.474 Epoch 8 Batch 837/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.776, Loss: 0.464 Epoch 8 Batch 838/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.772, Loss: 0.441 Epoch 8 Batch 839/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.774, Loss: 0.433 Epoch 8 Batch 840/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.770, Loss: 0.436 Epoch 8 Batch 841/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.763, Loss: 0.428 Epoch 8 Batch 842/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.773, Loss: 0.433 Epoch 8 Batch 843/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.778, Loss: 0.429 Epoch 8 Batch 844/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.779, Loss: 0.417 Epoch 8 Batch 845/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.772, Loss: 0.432 Epoch 8 Batch 846/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.775, Loss: 0.450 Epoch 8 Batch 847/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.783, Loss: 0.449 Epoch 8 Batch 848/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.783, Loss: 0.449 Epoch 8 Batch 849/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.772, Loss: 0.434 Epoch 8 Batch 850/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.772, Loss: 0.470 Epoch 8 Batch 851/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.770, Loss: 0.446 Epoch 8 Batch 852/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.771, Loss: 0.465 Epoch 8 Batch 853/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.781, Loss: 0.415 Epoch 8 Batch 854/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.778, Loss: 0.449 Epoch 8 Batch 855/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.774, Loss: 0.455 Epoch 8 Batch 856/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.774, Loss: 0.464 Epoch 8 Batch 857/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.772, Loss: 0.429 Epoch 8 Batch 858/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.777, Loss: 0.434 Epoch 8 Batch 859/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.786, Loss: 0.459 Epoch 8 Batch 860/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.784, Loss: 0.438 Epoch 8 Batch 861/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.782, Loss: 0.448 Epoch 8 Batch 862/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.782, Loss: 0.470 Epoch 8 Batch 863/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.777, Loss: 0.417 Epoch 8 Batch 864/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.775, Loss: 0.439 Epoch 8 Batch 865/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.779, Loss: 0.404 Epoch 8 Batch 866/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.777, Loss: 0.429 Epoch 8 Batch 867/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.773, Loss: 0.505 Epoch 8 Batch 868/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.766, Loss: 0.447 Epoch 8 Batch 869/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.768, Loss: 0.466 Epoch 8 Batch 870/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.779, Loss: 0.501 Epoch 8 Batch 871/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.780, Loss: 0.445 Epoch 8 Batch 872/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.777, Loss: 0.456 Epoch 8 Batch 873/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.778, Loss: 0.435 Epoch 8 Batch 874/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.775, Loss: 0.462 Epoch 8 Batch 875/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.771, Loss: 0.445 Epoch 8 Batch 876/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.770, Loss: 0.463 Epoch 8 Batch 877/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.770, Loss: 0.430 Epoch 8 Batch 878/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.783, Loss: 0.457 Epoch 8 Batch 879/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.781, Loss: 0.418 Epoch 8 Batch 880/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.773, Loss: 0.428 Epoch 8 Batch 881/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.775, Loss: 0.467 Epoch 8 Batch 882/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.776, Loss: 0.461 Epoch 8 Batch 883/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.769, Loss: 0.501 Epoch 8 Batch 884/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.765, Loss: 0.434 Epoch 8 Batch 885/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.770, Loss: 0.405 Epoch 8 Batch 886/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.773, Loss: 0.476 Epoch 8 Batch 887/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.772, Loss: 0.462 Epoch 8 Batch 888/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.776, Loss: 0.436 Epoch 8 Batch 889/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.770, Loss: 0.461 Epoch 8 Batch 890/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.777, Loss: 0.424 Epoch 8 Batch 891/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.778, Loss: 0.471 Epoch 8 Batch 892/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.772, Loss: 0.418 Epoch 8 Batch 893/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.776, Loss: 0.431 Epoch 8 Batch 894/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.772, Loss: 0.428 Epoch 8 Batch 895/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.772, Loss: 0.445 Epoch 8 Batch 896/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.772, Loss: 0.475 Epoch 8 Batch 897/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.766, Loss: 0.400 Epoch 8 Batch 898/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.777, Loss: 0.425 Epoch 8 Batch 899/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.773, Loss: 0.440 Epoch 8 Batch 900/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.785, Loss: 0.487 Epoch 8 Batch 901/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.782, Loss: 0.434 Epoch 8 Batch 902/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.779, Loss: 0.455 Epoch 8 Batch 903/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.776, Loss: 0.433 Epoch 8 Batch 904/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.774, Loss: 0.448 Epoch 8 Batch 905/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.783, Loss: 0.441 Epoch 8 Batch 906/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.776, Loss: 0.437 Epoch 8 Batch 907/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.766, Loss: 0.439 Epoch 8 Batch 908/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.766, Loss: 0.458 Epoch 8 Batch 909/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.766, Loss: 0.445 Epoch 8 Batch 910/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.775, Loss: 0.440 Epoch 8 Batch 911/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.773, Loss: 0.400 Epoch 8 Batch 912/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.770, Loss: 0.459 Epoch 8 Batch 913/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.781, Loss: 0.464 Epoch 8 Batch 914/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.781, Loss: 0.410 Epoch 8 Batch 915/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.781, Loss: 0.472 Epoch 8 Batch 916/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.788, Loss: 0.462 Epoch 8 Batch 917/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.792, Loss: 0.448 Epoch 8 Batch 918/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.790, Loss: 0.412 Epoch 8 Batch 919/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.787, Loss: 0.444 Epoch 8 Batch 920/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.784, Loss: 0.490 Epoch 8 Batch 921/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.781, Loss: 0.456 Epoch 8 Batch 922/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.778, Loss: 0.419 Epoch 8 Batch 923/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.785, Loss: 0.471 Epoch 8 Batch 924/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.784, Loss: 0.495 Epoch 8 Batch 925/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.781, Loss: 0.441 Epoch 8 Batch 926/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.784, Loss: 0.459 Epoch 8 Batch 927/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.784, Loss: 0.444 Epoch 8 Batch 928/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.778, Loss: 0.455 Epoch 8 Batch 929/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.773, Loss: 0.466 Epoch 8 Batch 930/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.773, Loss: 0.441 Epoch 8 Batch 931/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.779, Loss: 0.437 Epoch 8 Batch 932/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.778, Loss: 0.455 Epoch 8 Batch 933/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.775, Loss: 0.468 Epoch 8 Batch 934/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.777, Loss: 0.445 Epoch 8 Batch 935/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.775, Loss: 0.465 Epoch 8 Batch 936/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.779, Loss: 0.444 Epoch 8 Batch 937/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.785, Loss: 0.482 Epoch 8 Batch 938/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.786, Loss: 0.457 Epoch 8 Batch 939/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.789, Loss: 0.440 Epoch 8 Batch 940/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.795, Loss: 0.463 Epoch 8 Batch 941/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.792, Loss: 0.411 Epoch 8 Batch 942/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.800, Loss: 0.462 Epoch 8 Batch 943/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.803, Loss: 0.472 Epoch 8 Batch 944/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.808, Loss: 0.438 Epoch 8 Batch 945/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.802, Loss: 0.423 Epoch 8 Batch 946/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.791, Loss: 0.446 Epoch 8 Batch 947/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.794, Loss: 0.484 Epoch 8 Batch 948/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.790, Loss: 0.441 Epoch 8 Batch 949/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.780, Loss: 0.399 Epoch 8 Batch 950/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.780, Loss: 0.421 Epoch 8 Batch 951/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.787, Loss: 0.437 Epoch 8 Batch 952/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.778, Loss: 0.423 Epoch 8 Batch 953/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.783, Loss: 0.456 Epoch 8 Batch 954/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.780, Loss: 0.460 Epoch 8 Batch 955/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.779, Loss: 0.455 Epoch 8 Batch 956/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.786, Loss: 0.438 Epoch 8 Batch 957/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.787, Loss: 0.427 Epoch 8 Batch 958/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.788, Loss: 0.429 Epoch 8 Batch 959/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.790, Loss: 0.419 Epoch 8 Batch 960/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.791, Loss: 0.430 Epoch 8 Batch 961/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.799, Loss: 0.477 Epoch 8 Batch 962/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.798, Loss: 0.425 Epoch 8 Batch 963/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.799, Loss: 0.499 Epoch 8 Batch 964/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.798, Loss: 0.425 Epoch 8 Batch 965/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.793, Loss: 0.465 Epoch 8 Batch 966/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.793, Loss: 0.394 Epoch 8 Batch 967/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.792, Loss: 0.438 Epoch 8 Batch 968/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.789, Loss: 0.466 Epoch 8 Batch 969/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.788, Loss: 0.465 Epoch 8 Batch 970/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.780, Loss: 0.454 Epoch 8 Batch 971/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.784, Loss: 0.428 Epoch 8 Batch 972/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.777, Loss: 0.431 Epoch 8 Batch 973/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.783, Loss: 0.414 Epoch 8 Batch 974/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.772, Loss: 0.438 Epoch 8 Batch 975/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.770, Loss: 0.421 Epoch 8 Batch 976/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.771, Loss: 0.410 Epoch 8 Batch 977/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.764, Loss: 0.421 Epoch 8 Batch 978/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.771, Loss: 0.454 Epoch 8 Batch 979/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.773, Loss: 0.485 Epoch 8 Batch 980/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.765, Loss: 0.436 Epoch 8 Batch 981/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.771, Loss: 0.451 Epoch 8 Batch 982/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.782, Loss: 0.438 Epoch 8 Batch 983/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.777, Loss: 0.484 Epoch 8 Batch 984/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.776, Loss: 0.470 Epoch 8 Batch 985/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.775, Loss: 0.433 Epoch 8 Batch 986/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.776, Loss: 0.450 Epoch 8 Batch 987/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.777, Loss: 0.422 Epoch 8 Batch 988/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.778, Loss: 0.447 Epoch 8 Batch 989/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.778, Loss: 0.446 Epoch 8 Batch 990/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.778, Loss: 0.458 Epoch 8 Batch 991/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.779, Loss: 0.450 Epoch 8 Batch 992/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.777, Loss: 0.438 Epoch 8 Batch 993/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.771, Loss: 0.419 Epoch 8 Batch 994/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.766, Loss: 0.432 Epoch 8 Batch 995/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.763, Loss: 0.428 Epoch 8 Batch 996/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.767, Loss: 0.446 Epoch 8 Batch 997/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.770, Loss: 0.475 Epoch 8 Batch 998/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.771, Loss: 0.432 Epoch 8 Batch 999/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.762, Loss: 0.464 Epoch 8 Batch 1000/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.760, Loss: 0.413 Epoch 8 Batch 1001/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.763, Loss: 0.399 Epoch 8 Batch 1002/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.774, Loss: 0.433 Epoch 8 Batch 1003/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.777, Loss: 0.430 Epoch 8 Batch 1004/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.769, Loss: 0.436 Epoch 8 Batch 1005/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.780, Loss: 0.451 Epoch 8 Batch 1006/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.777, Loss: 0.416 Epoch 8 Batch 1007/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.776, Loss: 0.398 Epoch 8 Batch 1008/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.774, Loss: 0.468 Epoch 8 Batch 1009/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.778, Loss: 0.415 Epoch 8 Batch 1010/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.782, Loss: 0.446 Epoch 8 Batch 1011/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.778, Loss: 0.461 Epoch 8 Batch 1012/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.778, Loss: 0.418 Epoch 8 Batch 1013/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.786, Loss: 0.426 Epoch 8 Batch 1014/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.787, Loss: 0.472 Epoch 8 Batch 1015/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.782, Loss: 0.458 Epoch 8 Batch 1016/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.783, Loss: 0.447 Epoch 8 Batch 1017/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.775, Loss: 0.445 Epoch 8 Batch 1018/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.773, Loss: 0.417 Epoch 8 Batch 1019/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.773, Loss: 0.477 Epoch 8 Batch 1020/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.777, Loss: 0.427 Epoch 8 Batch 1021/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.774, Loss: 0.425 Epoch 8 Batch 1022/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.775, Loss: 0.411 Epoch 8 Batch 1023/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.773, Loss: 0.407 Epoch 8 Batch 1024/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.770, Loss: 0.462 Epoch 8 Batch 1025/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.770, Loss: 0.456 Epoch 8 Batch 1026/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.772, Loss: 0.417 Epoch 8 Batch 1027/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.771, Loss: 0.472 Epoch 8 Batch 1028/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.767, Loss: 0.440 Epoch 8 Batch 1029/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.772, Loss: 0.461 Epoch 8 Batch 1030/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.773, Loss: 0.443 Epoch 8 Batch 1031/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.771, Loss: 0.464 Epoch 8 Batch 1032/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.772, Loss: 0.438 Epoch 8 Batch 1033/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.776, Loss: 0.431 Epoch 8 Batch 1034/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.774, Loss: 0.452 Epoch 8 Batch 1035/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.781, Loss: 0.412 Epoch 8 Batch 1036/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.782, Loss: 0.454 Epoch 8 Batch 1037/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.778, Loss: 0.456 Epoch 8 Batch 1038/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.778, Loss: 0.426 Epoch 8 Batch 1039/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.776, Loss: 0.438 Epoch 8 Batch 1040/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.777, Loss: 0.457 Epoch 8 Batch 1041/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.778, Loss: 0.460 Epoch 8 Batch 1042/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.786, Loss: 0.435 Epoch 8 Batch 1043/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.791, Loss: 0.461 Epoch 8 Batch 1044/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.792, Loss: 0.434 Epoch 8 Batch 1045/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.788, Loss: 0.466 Epoch 8 Batch 1046/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.784, Loss: 0.400 Epoch 8 Batch 1047/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.784, Loss: 0.443 Epoch 8 Batch 1048/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.786, Loss: 0.439 Epoch 8 Batch 1049/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.786, Loss: 0.477 Epoch 8 Batch 1050/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.773, Loss: 0.439 Epoch 8 Batch 1051/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.776, Loss: 0.431 Epoch 8 Batch 1052/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.777, Loss: 0.412 Epoch 8 Batch 1053/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.781, Loss: 0.425 Epoch 8 Batch 1054/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.782, Loss: 0.464 Epoch 8 Batch 1055/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.774, Loss: 0.422 Epoch 8 Batch 1056/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.774, Loss: 0.435 Epoch 8 Batch 1057/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.781, Loss: 0.456 Epoch 8 Batch 1058/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.776, Loss: 0.498 Epoch 8 Batch 1059/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.775, Loss: 0.489 Epoch 8 Batch 1060/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.774, Loss: 0.420 Epoch 8 Batch 1061/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.769, Loss: 0.475 Epoch 8 Batch 1062/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.774, Loss: 0.435 Epoch 8 Batch 1063/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.773, Loss: 0.442 Epoch 8 Batch 1064/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.765, Loss: 0.459 Epoch 8 Batch 1065/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.767, Loss: 0.433 Epoch 8 Batch 1066/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.768, Loss: 0.411 Epoch 8 Batch 1067/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.769, Loss: 0.456 Epoch 8 Batch 1068/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.775, Loss: 0.419 Epoch 8 Batch 1069/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.775, Loss: 0.405 Epoch 8 Batch 1070/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.780, Loss: 0.445 Epoch 8 Batch 1071/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.783, Loss: 0.445 Epoch 8 Batch 1072/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.787, Loss: 0.422 Epoch 8 Batch 1073/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.786, Loss: 0.498 Epoch 8 Batch 1074/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.791, Loss: 0.465 Epoch 8 Batch 1075/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.786, Loss: 0.475 Epoch 9 Batch 0/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.786, Loss: 0.419 Epoch 9 Batch 1/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.780, Loss: 0.446 Epoch 9 Batch 2/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.774, Loss: 0.456 Epoch 9 Batch 3/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.778, Loss: 0.426 Epoch 9 Batch 4/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.778, Loss: 0.449 Epoch 9 Batch 5/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.780, Loss: 0.475 Epoch 9 Batch 6/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.780, Loss: 0.461 Epoch 9 Batch 7/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.777, Loss: 0.432 Epoch 9 Batch 8/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.787, Loss: 0.428 Epoch 9 Batch 9/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.781, Loss: 0.450 Epoch 9 Batch 10/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.772, Loss: 0.455 Epoch 9 Batch 11/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.780, Loss: 0.429 Epoch 9 Batch 12/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.779, Loss: 0.462 Epoch 9 Batch 13/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.781, Loss: 0.432 Epoch 9 Batch 14/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.778, Loss: 0.405 Epoch 9 Batch 15/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.773, Loss: 0.424 Epoch 9 Batch 16/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.776, Loss: 0.447 Epoch 9 Batch 17/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.777, Loss: 0.436 Epoch 9 Batch 18/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.779, Loss: 0.424 Epoch 9 Batch 19/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.784, Loss: 0.429 Epoch 9 Batch 20/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.784, Loss: 0.432 Epoch 9 Batch 21/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.784, Loss: 0.467 Epoch 9 Batch 22/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.783, Loss: 0.456 Epoch 9 Batch 23/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.779, Loss: 0.430 Epoch 9 Batch 24/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.782, Loss: 0.424 Epoch 9 Batch 25/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.781, Loss: 0.418 Epoch 9 Batch 26/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.783, Loss: 0.445 Epoch 9 Batch 27/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.781, Loss: 0.409 Epoch 9 Batch 28/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.778, Loss: 0.427 Epoch 9 Batch 29/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.771, Loss: 0.439 Epoch 9 Batch 30/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.773, Loss: 0.424 Epoch 9 Batch 31/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.763, Loss: 0.440 Epoch 9 Batch 32/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.769, Loss: 0.408 Epoch 9 Batch 33/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.769, Loss: 0.400 Epoch 9 Batch 34/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.777, Loss: 0.437 Epoch 9 Batch 35/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.778, Loss: 0.451 Epoch 9 Batch 36/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.781, Loss: 0.426 Epoch 9 Batch 37/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.787, Loss: 0.448 Epoch 9 Batch 38/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.786, Loss: 0.485 Epoch 9 Batch 39/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.780, Loss: 0.487 Epoch 9 Batch 40/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.777, Loss: 0.433 Epoch 9 Batch 41/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.780, Loss: 0.433 Epoch 9 Batch 42/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.777, Loss: 0.454 Epoch 9 Batch 43/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.775, Loss: 0.440 Epoch 9 Batch 44/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.770, Loss: 0.471 Epoch 9 Batch 45/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.775, Loss: 0.451 Epoch 9 Batch 46/1077 - Train Accuracy: 0.750, Validation Accuracy: 0.772, Loss: 0.472 Epoch 9 Batch 47/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.772, Loss: 0.428 Epoch 9 Batch 48/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.775, Loss: 0.471 Epoch 9 Batch 49/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.769, Loss: 0.454 Epoch 9 Batch 50/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.770, Loss: 0.442 Epoch 9 Batch 51/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.775, Loss: 0.418 Epoch 9 Batch 52/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.782, Loss: 0.444 Epoch 9 Batch 53/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.778, Loss: 0.458 Epoch 9 Batch 54/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.773, Loss: 0.482 Epoch 9 Batch 55/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.768, Loss: 0.424 Epoch 9 Batch 56/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.765, Loss: 0.418 Epoch 9 Batch 57/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.764, Loss: 0.398 Epoch 9 Batch 58/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.765, Loss: 0.424 Epoch 9 Batch 59/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.764, Loss: 0.458 Epoch 9 Batch 60/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.773, Loss: 0.424 Epoch 9 Batch 61/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.774, Loss: 0.448 Epoch 9 Batch 62/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.777, Loss: 0.455 Epoch 9 Batch 63/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.778, Loss: 0.416 Epoch 9 Batch 64/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.784, Loss: 0.425 Epoch 9 Batch 65/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.772, Loss: 0.447 Epoch 9 Batch 66/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.777, Loss: 0.419 Epoch 9 Batch 67/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.775, Loss: 0.444 Epoch 9 Batch 68/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.777, Loss: 0.459 Epoch 9 Batch 69/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.777, Loss: 0.462 Epoch 9 Batch 70/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.776, Loss: 0.460 Epoch 9 Batch 71/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.775, Loss: 0.433 Epoch 9 Batch 72/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.779, Loss: 0.452 Epoch 9 Batch 73/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.785, Loss: 0.468 Epoch 9 Batch 74/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.788, Loss: 0.408 Epoch 9 Batch 75/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.788, Loss: 0.479 Epoch 9 Batch 76/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.787, Loss: 0.407 Epoch 9 Batch 77/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.781, Loss: 0.459 Epoch 9 Batch 78/1077 - Train Accuracy: 0.751, Validation Accuracy: 0.777, Loss: 0.450 Epoch 9 Batch 79/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.777, Loss: 0.448 Epoch 9 Batch 80/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.778, Loss: 0.458 Epoch 9 Batch 81/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.774, Loss: 0.428 Epoch 9 Batch 82/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.779, Loss: 0.385 Epoch 9 Batch 83/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.780, Loss: 0.461 Epoch 9 Batch 84/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.786, Loss: 0.451 Epoch 9 Batch 85/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.786, Loss: 0.425 Epoch 9 Batch 86/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.786, Loss: 0.448 Epoch 9 Batch 87/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.783, Loss: 0.471 Epoch 9 Batch 88/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.789, Loss: 0.447 Epoch 9 Batch 89/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.789, Loss: 0.447 Epoch 9 Batch 90/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.788, Loss: 0.467 Epoch 9 Batch 91/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.780, Loss: 0.385 Epoch 9 Batch 92/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.794, Loss: 0.426 Epoch 9 Batch 93/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.792, Loss: 0.456 Epoch 9 Batch 94/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.796, Loss: 0.416 Epoch 9 Batch 95/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.796, Loss: 0.442 Epoch 9 Batch 96/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.792, Loss: 0.435 Epoch 9 Batch 97/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.791, Loss: 0.439 Epoch 9 Batch 98/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.791, Loss: 0.419 Epoch 9 Batch 99/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.789, Loss: 0.460 Epoch 9 Batch 100/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.776, Loss: 0.451 Epoch 9 Batch 101/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.775, Loss: 0.447 Epoch 9 Batch 102/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.773, Loss: 0.406 Epoch 9 Batch 103/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.785, Loss: 0.484 Epoch 9 Batch 104/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.782, Loss: 0.459 Epoch 9 Batch 105/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.773, Loss: 0.423 Epoch 9 Batch 106/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.774, Loss: 0.475 Epoch 9 Batch 107/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.781, Loss: 0.440 Epoch 9 Batch 108/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.788, Loss: 0.404 Epoch 9 Batch 109/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.790, Loss: 0.440 Epoch 9 Batch 110/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.792, Loss: 0.397 Epoch 9 Batch 111/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.794, Loss: 0.443 Epoch 9 Batch 112/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.798, Loss: 0.437 Epoch 9 Batch 113/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.797, Loss: 0.464 Epoch 9 Batch 114/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.795, Loss: 0.433 Epoch 9 Batch 115/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.795, Loss: 0.470 Epoch 9 Batch 116/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.787, Loss: 0.445 Epoch 9 Batch 117/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.784, Loss: 0.485 Epoch 9 Batch 118/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.793, Loss: 0.475 Epoch 9 Batch 119/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.791, Loss: 0.436 Epoch 9 Batch 120/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.791, Loss: 0.461 Epoch 9 Batch 121/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.794, Loss: 0.427 Epoch 9 Batch 122/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.800, Loss: 0.417 Epoch 9 Batch 123/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.795, Loss: 0.406 Epoch 9 Batch 124/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.795, Loss: 0.447 Epoch 9 Batch 125/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.794, Loss: 0.453 Epoch 9 Batch 126/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.787, Loss: 0.418 Epoch 9 Batch 127/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.784, Loss: 0.438 Epoch 9 Batch 128/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.783, Loss: 0.419 Epoch 9 Batch 129/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.783, Loss: 0.449 Epoch 9 Batch 130/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.783, Loss: 0.420 Epoch 9 Batch 131/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.782, Loss: 0.421 Epoch 9 Batch 132/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.779, Loss: 0.447 Epoch 9 Batch 133/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.776, Loss: 0.435 Epoch 9 Batch 134/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.777, Loss: 0.422 Epoch 9 Batch 135/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.782, Loss: 0.451 Epoch 9 Batch 136/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.787, Loss: 0.427 Epoch 9 Batch 137/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.795, Loss: 0.394 Epoch 9 Batch 138/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.784, Loss: 0.420 Epoch 9 Batch 139/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.790, Loss: 0.435 Epoch 9 Batch 140/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.793, Loss: 0.462 Epoch 9 Batch 141/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.794, Loss: 0.432 Epoch 9 Batch 142/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.793, Loss: 0.424 Epoch 9 Batch 143/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.796, Loss: 0.446 Epoch 9 Batch 144/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.790, Loss: 0.470 Epoch 9 Batch 145/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.797, Loss: 0.453 Epoch 9 Batch 146/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.790, Loss: 0.444 Epoch 9 Batch 147/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.792, Loss: 0.465 Epoch 9 Batch 148/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.787, Loss: 0.458 Epoch 9 Batch 149/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.788, Loss: 0.439 Epoch 9 Batch 150/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.784, Loss: 0.423 Epoch 9 Batch 151/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.784, Loss: 0.395 Epoch 9 Batch 152/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.787, Loss: 0.457 Epoch 9 Batch 153/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.786, Loss: 0.477 Epoch 9 Batch 154/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.786, Loss: 0.449 Epoch 9 Batch 155/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.785, Loss: 0.443 Epoch 9 Batch 156/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.787, Loss: 0.440 Epoch 9 Batch 157/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.786, Loss: 0.454 Epoch 9 Batch 158/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.788, Loss: 0.446 Epoch 9 Batch 159/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.787, Loss: 0.382 Epoch 9 Batch 160/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.787, Loss: 0.421 Epoch 9 Batch 161/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.785, Loss: 0.440 Epoch 9 Batch 162/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.785, Loss: 0.477 Epoch 9 Batch 163/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.786, Loss: 0.474 Epoch 9 Batch 164/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.783, Loss: 0.449 Epoch 9 Batch 165/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.783, Loss: 0.423 Epoch 9 Batch 166/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.787, Loss: 0.447 Epoch 9 Batch 167/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.790, Loss: 0.457 Epoch 9 Batch 168/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.793, Loss: 0.483 Epoch 9 Batch 169/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.793, Loss: 0.436 Epoch 9 Batch 170/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.789, Loss: 0.481 Epoch 9 Batch 171/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.783, Loss: 0.409 Epoch 9 Batch 172/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.786, Loss: 0.414 Epoch 9 Batch 173/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.778, Loss: 0.445 Epoch 9 Batch 174/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.773, Loss: 0.426 Epoch 9 Batch 175/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.773, Loss: 0.427 Epoch 9 Batch 176/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.782, Loss: 0.440 Epoch 9 Batch 177/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.779, Loss: 0.464 Epoch 9 Batch 178/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.779, Loss: 0.421 Epoch 9 Batch 179/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.776, Loss: 0.452 Epoch 9 Batch 180/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.779, Loss: 0.417 Epoch 9 Batch 181/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.778, Loss: 0.458 Epoch 9 Batch 182/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.782, Loss: 0.431 Epoch 9 Batch 183/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.782, Loss: 0.461 Epoch 9 Batch 184/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.792, Loss: 0.424 Epoch 9 Batch 185/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.790, Loss: 0.457 Epoch 9 Batch 186/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.795, Loss: 0.448 Epoch 9 Batch 187/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.796, Loss: 0.423 Epoch 9 Batch 188/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.792, Loss: 0.453 Epoch 9 Batch 189/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.786, Loss: 0.445 Epoch 9 Batch 190/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.792, Loss: 0.425 Epoch 9 Batch 191/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.782, Loss: 0.397 Epoch 9 Batch 192/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.784, Loss: 0.437 Epoch 9 Batch 193/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.790, Loss: 0.426 Epoch 9 Batch 194/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.784, Loss: 0.396 Epoch 9 Batch 195/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.788, Loss: 0.422 Epoch 9 Batch 196/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.789, Loss: 0.431 Epoch 9 Batch 197/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.786, Loss: 0.435 Epoch 9 Batch 198/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.788, Loss: 0.414 Epoch 9 Batch 199/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.792, Loss: 0.415 Epoch 9 Batch 200/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.790, Loss: 0.441 Epoch 9 Batch 201/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.789, Loss: 0.398 Epoch 9 Batch 202/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.792, Loss: 0.443 Epoch 9 Batch 203/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.791, Loss: 0.425 Epoch 9 Batch 204/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.783, Loss: 0.460 Epoch 9 Batch 205/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.792, Loss: 0.440 Epoch 9 Batch 206/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.797, Loss: 0.421 Epoch 9 Batch 207/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.793, Loss: 0.441 Epoch 9 Batch 208/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.783, Loss: 0.422 Epoch 9 Batch 209/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.779, Loss: 0.405 Epoch 9 Batch 210/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.777, Loss: 0.447 Epoch 9 Batch 211/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.769, Loss: 0.437 Epoch 9 Batch 212/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.777, Loss: 0.401 Epoch 9 Batch 213/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.771, Loss: 0.386 Epoch 9 Batch 214/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.768, Loss: 0.435 Epoch 9 Batch 215/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.769, Loss: 0.457 Epoch 9 Batch 216/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.765, Loss: 0.444 Epoch 9 Batch 217/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.775, Loss: 0.437 Epoch 9 Batch 218/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.770, Loss: 0.461 Epoch 9 Batch 219/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.778, Loss: 0.436 Epoch 9 Batch 220/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.782, Loss: 0.450 Epoch 9 Batch 221/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.777, Loss: 0.445 Epoch 9 Batch 222/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.782, Loss: 0.446 Epoch 9 Batch 223/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.780, Loss: 0.408 Epoch 9 Batch 224/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.779, Loss: 0.427 Epoch 9 Batch 225/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.781, Loss: 0.423 Epoch 9 Batch 226/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.782, Loss: 0.434 Epoch 9 Batch 227/1077 - Train Accuracy: 0.743, Validation Accuracy: 0.785, Loss: 0.477 Epoch 9 Batch 228/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.781, Loss: 0.419 Epoch 9 Batch 229/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.785, Loss: 0.442 Epoch 9 Batch 230/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.784, Loss: 0.416 Epoch 9 Batch 231/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.784, Loss: 0.477 Epoch 9 Batch 232/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.787, Loss: 0.449 Epoch 9 Batch 233/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.786, Loss: 0.461 Epoch 9 Batch 234/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.784, Loss: 0.441 Epoch 9 Batch 235/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.787, Loss: 0.405 Epoch 9 Batch 236/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.788, Loss: 0.468 Epoch 9 Batch 237/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.786, Loss: 0.407 Epoch 9 Batch 238/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.780, Loss: 0.434 Epoch 9 Batch 239/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.789, Loss: 0.399 Epoch 9 Batch 240/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.786, Loss: 0.408 Epoch 9 Batch 241/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.788, Loss: 0.404 Epoch 9 Batch 242/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.793, Loss: 0.432 Epoch 9 Batch 243/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.784, Loss: 0.456 Epoch 9 Batch 244/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.790, Loss: 0.432 Epoch 9 Batch 245/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.785, Loss: 0.423 Epoch 9 Batch 246/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.784, Loss: 0.459 Epoch 9 Batch 247/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.791, Loss: 0.423 Epoch 9 Batch 248/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.789, Loss: 0.418 Epoch 9 Batch 249/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.789, Loss: 0.429 Epoch 9 Batch 250/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.792, Loss: 0.417 Epoch 9 Batch 251/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.792, Loss: 0.418 Epoch 9 Batch 252/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.786, Loss: 0.424 Epoch 9 Batch 253/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.787, Loss: 0.430 Epoch 9 Batch 254/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.785, Loss: 0.433 Epoch 9 Batch 255/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.777, Loss: 0.432 Epoch 9 Batch 256/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.775, Loss: 0.480 Epoch 9 Batch 257/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.782, Loss: 0.409 Epoch 9 Batch 258/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.794, Loss: 0.419 Epoch 9 Batch 259/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.801, Loss: 0.430 Epoch 9 Batch 260/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.796, Loss: 0.416 Epoch 9 Batch 261/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.780, Loss: 0.426 Epoch 9 Batch 262/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.781, Loss: 0.412 Epoch 9 Batch 263/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.787, Loss: 0.424 Epoch 9 Batch 264/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.800, Loss: 0.439 Epoch 9 Batch 265/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.795, Loss: 0.441 Epoch 9 Batch 266/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.784, Loss: 0.438 Epoch 9 Batch 267/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.787, Loss: 0.411 Epoch 9 Batch 268/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.781, Loss: 0.424 Epoch 9 Batch 269/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.780, Loss: 0.476 Epoch 9 Batch 270/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.775, Loss: 0.461 Epoch 9 Batch 271/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.771, Loss: 0.419 Epoch 9 Batch 272/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.771, Loss: 0.478 Epoch 9 Batch 273/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.770, Loss: 0.414 Epoch 9 Batch 274/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.769, Loss: 0.416 Epoch 9 Batch 275/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.774, Loss: 0.427 Epoch 9 Batch 276/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.769, Loss: 0.482 Epoch 9 Batch 277/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.771, Loss: 0.395 Epoch 9 Batch 278/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.779, Loss: 0.465 Epoch 9 Batch 279/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.777, Loss: 0.505 Epoch 9 Batch 280/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.779, Loss: 0.461 Epoch 9 Batch 281/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.779, Loss: 0.458 Epoch 9 Batch 282/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.777, Loss: 0.471 Epoch 9 Batch 283/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.775, Loss: 0.427 Epoch 9 Batch 284/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.779, Loss: 0.459 Epoch 9 Batch 285/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.781, Loss: 0.423 Epoch 9 Batch 286/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.784, Loss: 0.414 Epoch 9 Batch 287/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.783, Loss: 0.413 Epoch 9 Batch 288/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.790, Loss: 0.460 Epoch 9 Batch 289/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.776, Loss: 0.421 Epoch 9 Batch 290/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.775, Loss: 0.438 Epoch 9 Batch 291/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.777, Loss: 0.472 Epoch 9 Batch 292/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.778, Loss: 0.404 Epoch 9 Batch 293/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.774, Loss: 0.468 Epoch 9 Batch 294/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.771, Loss: 0.411 Epoch 9 Batch 295/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.773, Loss: 0.453 Epoch 9 Batch 296/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.777, Loss: 0.419 Epoch 9 Batch 297/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.784, Loss: 0.480 Epoch 9 Batch 298/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.784, Loss: 0.451 Epoch 9 Batch 299/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.785, Loss: 0.411 Epoch 9 Batch 300/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.778, Loss: 0.449 Epoch 9 Batch 301/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.777, Loss: 0.436 Epoch 9 Batch 302/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.774, Loss: 0.439 Epoch 9 Batch 303/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.769, Loss: 0.443 Epoch 9 Batch 304/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.766, Loss: 0.415 Epoch 9 Batch 305/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.771, Loss: 0.431 Epoch 9 Batch 306/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.779, Loss: 0.432 Epoch 9 Batch 307/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.774, Loss: 0.439 Epoch 9 Batch 308/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.767, Loss: 0.485 Epoch 9 Batch 309/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.772, Loss: 0.400 Epoch 9 Batch 310/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.767, Loss: 0.443 Epoch 9 Batch 311/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.775, Loss: 0.418 Epoch 9 Batch 312/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.782, Loss: 0.451 Epoch 9 Batch 313/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.784, Loss: 0.416 Epoch 9 Batch 314/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.783, Loss: 0.427 Epoch 9 Batch 315/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.773, Loss: 0.400 Epoch 9 Batch 316/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.762, Loss: 0.415 Epoch 9 Batch 317/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.763, Loss: 0.477 Epoch 9 Batch 318/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.759, Loss: 0.429 Epoch 9 Batch 319/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.762, Loss: 0.442 Epoch 9 Batch 320/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.759, Loss: 0.437 Epoch 9 Batch 321/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.757, Loss: 0.443 Epoch 9 Batch 322/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.756, Loss: 0.420 Epoch 9 Batch 323/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.757, Loss: 0.429 Epoch 9 Batch 324/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.757, Loss: 0.424 Epoch 9 Batch 325/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.755, Loss: 0.413 Epoch 9 Batch 326/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.762, Loss: 0.404 Epoch 9 Batch 327/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.763, Loss: 0.461 Epoch 9 Batch 328/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.772, Loss: 0.440 Epoch 9 Batch 329/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.775, Loss: 0.456 Epoch 9 Batch 330/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.775, Loss: 0.430 Epoch 9 Batch 331/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.779, Loss: 0.434 Epoch 9 Batch 332/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.782, Loss: 0.374 Epoch 9 Batch 333/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.778, Loss: 0.439 Epoch 9 Batch 334/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.776, Loss: 0.425 Epoch 9 Batch 335/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.775, Loss: 0.404 Epoch 9 Batch 336/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.775, Loss: 0.465 Epoch 9 Batch 337/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.779, Loss: 0.465 Epoch 9 Batch 338/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.783, Loss: 0.456 Epoch 9 Batch 339/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.782, Loss: 0.411 Epoch 9 Batch 340/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.789, Loss: 0.427 Epoch 9 Batch 341/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.792, Loss: 0.481 Epoch 9 Batch 342/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.791, Loss: 0.399 Epoch 9 Batch 343/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.790, Loss: 0.414 Epoch 9 Batch 344/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.790, Loss: 0.431 Epoch 9 Batch 345/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.796, Loss: 0.423 Epoch 9 Batch 346/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.796, Loss: 0.466 Epoch 9 Batch 347/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.790, Loss: 0.410 Epoch 9 Batch 348/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.795, Loss: 0.418 Epoch 9 Batch 349/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.789, Loss: 0.427 Epoch 9 Batch 350/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.789, Loss: 0.467 Epoch 9 Batch 351/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.779, Loss: 0.467 Epoch 9 Batch 352/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.781, Loss: 0.458 Epoch 9 Batch 353/1077 - Train Accuracy: 0.746, Validation Accuracy: 0.781, Loss: 0.489 Epoch 9 Batch 354/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.778, Loss: 0.443 Epoch 9 Batch 355/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.783, Loss: 0.454 Epoch 9 Batch 356/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.784, Loss: 0.438 Epoch 9 Batch 357/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.778, Loss: 0.424 Epoch 9 Batch 358/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.782, Loss: 0.463 Epoch 9 Batch 359/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.782, Loss: 0.437 Epoch 9 Batch 360/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.783, Loss: 0.441 Epoch 9 Batch 361/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.782, Loss: 0.460 Epoch 9 Batch 362/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.770, Loss: 0.440 Epoch 9 Batch 363/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.776, Loss: 0.450 Epoch 9 Batch 364/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.779, Loss: 0.468 Epoch 9 Batch 365/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.786, Loss: 0.403 Epoch 9 Batch 366/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.784, Loss: 0.452 Epoch 9 Batch 367/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.788, Loss: 0.389 Epoch 9 Batch 368/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.778, Loss: 0.459 Epoch 9 Batch 369/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.784, Loss: 0.411 Epoch 9 Batch 370/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.785, Loss: 0.435 Epoch 9 Batch 371/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.785, Loss: 0.443 Epoch 9 Batch 372/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.790, Loss: 0.413 Epoch 9 Batch 373/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.794, Loss: 0.415 Epoch 9 Batch 374/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.784, Loss: 0.473 Epoch 9 Batch 375/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.779, Loss: 0.414 Epoch 9 Batch 376/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.782, Loss: 0.424 Epoch 9 Batch 377/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.782, Loss: 0.438 Epoch 9 Batch 378/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.775, Loss: 0.399 Epoch 9 Batch 379/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.778, Loss: 0.441 Epoch 9 Batch 380/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.777, Loss: 0.425 Epoch 9 Batch 381/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.767, Loss: 0.451 Epoch 9 Batch 382/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.771, Loss: 0.487 Epoch 9 Batch 383/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.774, Loss: 0.433 Epoch 9 Batch 384/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.775, Loss: 0.426 Epoch 9 Batch 385/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.776, Loss: 0.435 Epoch 9 Batch 386/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.776, Loss: 0.404 Epoch 9 Batch 387/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.784, Loss: 0.429 Epoch 9 Batch 388/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.787, Loss: 0.425 Epoch 9 Batch 389/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.782, Loss: 0.424 Epoch 9 Batch 390/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.782, Loss: 0.459 Epoch 9 Batch 391/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.788, Loss: 0.425 Epoch 9 Batch 392/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.791, Loss: 0.420 Epoch 9 Batch 393/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.786, Loss: 0.407 Epoch 9 Batch 394/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.785, Loss: 0.459 Epoch 9 Batch 395/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.776, Loss: 0.391 Epoch 9 Batch 396/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.785, Loss: 0.458 Epoch 9 Batch 397/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.783, Loss: 0.437 Epoch 9 Batch 398/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.782, Loss: 0.453 Epoch 9 Batch 399/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.782, Loss: 0.461 Epoch 9 Batch 400/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.781, Loss: 0.439 Epoch 9 Batch 401/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.790, Loss: 0.415 Epoch 9 Batch 402/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.787, Loss: 0.410 Epoch 9 Batch 403/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.786, Loss: 0.440 Epoch 9 Batch 404/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.779, Loss: 0.399 Epoch 9 Batch 405/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.777, Loss: 0.467 Epoch 9 Batch 406/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.786, Loss: 0.421 Epoch 9 Batch 407/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.782, Loss: 0.460 Epoch 9 Batch 408/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.784, Loss: 0.442 Epoch 9 Batch 409/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.782, Loss: 0.449 Epoch 9 Batch 410/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.782, Loss: 0.452 Epoch 9 Batch 411/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.780, Loss: 0.413 Epoch 9 Batch 412/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.780, Loss: 0.418 Epoch 9 Batch 413/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.781, Loss: 0.431 Epoch 9 Batch 414/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.782, Loss: 0.432 Epoch 9 Batch 415/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.788, Loss: 0.412 Epoch 9 Batch 416/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.796, Loss: 0.427 Epoch 9 Batch 417/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.789, Loss: 0.464 Epoch 9 Batch 418/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.781, Loss: 0.401 Epoch 9 Batch 419/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.782, Loss: 0.427 Epoch 9 Batch 420/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.782, Loss: 0.413 Epoch 9 Batch 421/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.782, Loss: 0.445 Epoch 9 Batch 422/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.782, Loss: 0.407 Epoch 9 Batch 423/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.783, Loss: 0.439 Epoch 9 Batch 424/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.792, Loss: 0.435 Epoch 9 Batch 425/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.785, Loss: 0.426 Epoch 9 Batch 426/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.780, Loss: 0.446 Epoch 9 Batch 427/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.788, Loss: 0.426 Epoch 9 Batch 428/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.786, Loss: 0.403 Epoch 9 Batch 429/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.786, Loss: 0.426 Epoch 9 Batch 430/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.788, Loss: 0.435 Epoch 9 Batch 431/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.788, Loss: 0.439 Epoch 9 Batch 432/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.785, Loss: 0.420 Epoch 9 Batch 433/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.783, Loss: 0.429 Epoch 9 Batch 434/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.783, Loss: 0.442 Epoch 9 Batch 435/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.786, Loss: 0.461 Epoch 9 Batch 436/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.779, Loss: 0.422 Epoch 9 Batch 437/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.781, Loss: 0.454 Epoch 9 Batch 438/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.782, Loss: 0.442 Epoch 9 Batch 439/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.781, Loss: 0.447 Epoch 9 Batch 440/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.783, Loss: 0.430 Epoch 9 Batch 441/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.787, Loss: 0.420 Epoch 9 Batch 442/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.787, Loss: 0.407 Epoch 9 Batch 443/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.788, Loss: 0.422 Epoch 9 Batch 444/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.781, Loss: 0.427 Epoch 9 Batch 445/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.780, Loss: 0.461 Epoch 9 Batch 446/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.773, Loss: 0.390 Epoch 9 Batch 447/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.771, Loss: 0.459 Epoch 9 Batch 448/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.781, Loss: 0.458 Epoch 9 Batch 449/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.780, Loss: 0.459 Epoch 9 Batch 450/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.777, Loss: 0.428 Epoch 9 Batch 451/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.773, Loss: 0.402 Epoch 9 Batch 452/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.773, Loss: 0.434 Epoch 9 Batch 453/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.781, Loss: 0.414 Epoch 9 Batch 454/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.778, Loss: 0.428 Epoch 9 Batch 455/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.776, Loss: 0.415 Epoch 9 Batch 456/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.779, Loss: 0.431 Epoch 9 Batch 457/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.783, Loss: 0.403 Epoch 9 Batch 458/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.779, Loss: 0.447 Epoch 9 Batch 459/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.780, Loss: 0.412 Epoch 9 Batch 460/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.784, Loss: 0.454 Epoch 9 Batch 461/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.783, Loss: 0.427 Epoch 9 Batch 462/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.786, Loss: 0.422 Epoch 9 Batch 463/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.784, Loss: 0.449 Epoch 9 Batch 464/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.785, Loss: 0.414 Epoch 9 Batch 465/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.790, Loss: 0.472 Epoch 9 Batch 466/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.789, Loss: 0.414 Epoch 9 Batch 467/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.781, Loss: 0.412 Epoch 9 Batch 468/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.783, Loss: 0.439 Epoch 9 Batch 469/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.782, Loss: 0.460 Epoch 9 Batch 470/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.775, Loss: 0.447 Epoch 9 Batch 471/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.783, Loss: 0.425 Epoch 9 Batch 472/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.779, Loss: 0.388 Epoch 9 Batch 473/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.781, Loss: 0.457 Epoch 9 Batch 474/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.783, Loss: 0.459 Epoch 9 Batch 475/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.785, Loss: 0.417 Epoch 9 Batch 476/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.786, Loss: 0.438 Epoch 9 Batch 477/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.780, Loss: 0.400 Epoch 9 Batch 478/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.786, Loss: 0.446 Epoch 9 Batch 479/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.777, Loss: 0.445 Epoch 9 Batch 480/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.770, Loss: 0.435 Epoch 9 Batch 481/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.769, Loss: 0.432 Epoch 9 Batch 482/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.772, Loss: 0.445 Epoch 9 Batch 483/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.777, Loss: 0.435 Epoch 9 Batch 484/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.778, Loss: 0.449 Epoch 9 Batch 485/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.777, Loss: 0.449 Epoch 9 Batch 486/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.781, Loss: 0.432 Epoch 9 Batch 487/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.784, Loss: 0.451 Epoch 9 Batch 488/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.784, Loss: 0.433 Epoch 9 Batch 489/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.779, Loss: 0.412 Epoch 9 Batch 490/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.779, Loss: 0.425 Epoch 9 Batch 491/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.780, Loss: 0.448 Epoch 9 Batch 492/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.785, Loss: 0.451 Epoch 9 Batch 493/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.782, Loss: 0.404 Epoch 9 Batch 494/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.773, Loss: 0.408 Epoch 9 Batch 495/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.769, Loss: 0.428 Epoch 9 Batch 496/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.759, Loss: 0.435 Epoch 9 Batch 497/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.770, Loss: 0.471 Epoch 9 Batch 498/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.767, Loss: 0.425 Epoch 9 Batch 499/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.764, Loss: 0.424 Epoch 9 Batch 500/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.760, Loss: 0.427 Epoch 9 Batch 501/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.761, Loss: 0.420 Epoch 9 Batch 502/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.770, Loss: 0.430 Epoch 9 Batch 503/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.770, Loss: 0.424 Epoch 9 Batch 504/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.774, Loss: 0.427 Epoch 9 Batch 505/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.774, Loss: 0.375 Epoch 9 Batch 506/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.780, Loss: 0.440 Epoch 9 Batch 507/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.779, Loss: 0.424 Epoch 9 Batch 508/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.780, Loss: 0.423 Epoch 9 Batch 509/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.777, Loss: 0.460 Epoch 9 Batch 510/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.781, Loss: 0.406 Epoch 9 Batch 511/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.775, Loss: 0.448 Epoch 9 Batch 512/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.776, Loss: 0.419 Epoch 9 Batch 513/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.774, Loss: 0.416 Epoch 9 Batch 514/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.777, Loss: 0.451 Epoch 9 Batch 515/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.785, Loss: 0.454 Epoch 9 Batch 516/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.779, Loss: 0.401 Epoch 9 Batch 517/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.778, Loss: 0.432 Epoch 9 Batch 518/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.786, Loss: 0.429 Epoch 9 Batch 519/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.787, Loss: 0.413 Epoch 9 Batch 520/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.783, Loss: 0.415 Epoch 9 Batch 521/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.783, Loss: 0.418 Epoch 9 Batch 522/1077 - Train Accuracy: 0.757, Validation Accuracy: 0.785, Loss: 0.467 Epoch 9 Batch 523/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.784, Loss: 0.434 Epoch 9 Batch 524/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.791, Loss: 0.441 Epoch 9 Batch 525/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.789, Loss: 0.446 Epoch 9 Batch 526/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.787, Loss: 0.429 Epoch 9 Batch 527/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.784, Loss: 0.433 Epoch 9 Batch 528/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.785, Loss: 0.423 Epoch 9 Batch 529/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.795, Loss: 0.415 Epoch 9 Batch 530/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.791, Loss: 0.455 Epoch 9 Batch 531/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.795, Loss: 0.437 Epoch 9 Batch 532/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.779, Loss: 0.452 Epoch 9 Batch 533/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.775, Loss: 0.452 Epoch 9 Batch 534/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.773, Loss: 0.435 Epoch 9 Batch 535/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.777, Loss: 0.433 Epoch 9 Batch 536/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.779, Loss: 0.401 Epoch 9 Batch 537/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.779, Loss: 0.430 Epoch 9 Batch 538/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.781, Loss: 0.397 Epoch 9 Batch 539/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.778, Loss: 0.446 Epoch 9 Batch 540/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.776, Loss: 0.421 Epoch 9 Batch 541/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.777, Loss: 0.449 Epoch 9 Batch 542/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.781, Loss: 0.438 Epoch 9 Batch 543/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.780, Loss: 0.442 Epoch 9 Batch 544/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.785, Loss: 0.418 Epoch 9 Batch 545/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.788, Loss: 0.445 Epoch 9 Batch 546/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.799, Loss: 0.453 Epoch 9 Batch 547/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.800, Loss: 0.431 Epoch 9 Batch 548/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.799, Loss: 0.437 Epoch 9 Batch 549/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.798, Loss: 0.476 Epoch 9 Batch 550/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.794, Loss: 0.453 Epoch 9 Batch 551/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.787, Loss: 0.436 Epoch 9 Batch 552/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.791, Loss: 0.430 Epoch 9 Batch 553/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.789, Loss: 0.443 Epoch 9 Batch 554/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.783, Loss: 0.439 Epoch 9 Batch 555/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.782, Loss: 0.433 Epoch 9 Batch 556/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.788, Loss: 0.417 Epoch 9 Batch 557/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.787, Loss: 0.403 Epoch 9 Batch 558/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.788, Loss: 0.407 Epoch 9 Batch 559/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.789, Loss: 0.437 Epoch 9 Batch 560/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.795, Loss: 0.404 Epoch 9 Batch 561/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.803, Loss: 0.419 Epoch 9 Batch 562/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.801, Loss: 0.389 Epoch 9 Batch 563/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.794, Loss: 0.468 Epoch 9 Batch 564/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.790, Loss: 0.450 Epoch 9 Batch 565/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.785, Loss: 0.433 Epoch 9 Batch 566/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.789, Loss: 0.471 Epoch 9 Batch 567/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.783, Loss: 0.447 Epoch 9 Batch 568/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.781, Loss: 0.425 Epoch 9 Batch 569/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.781, Loss: 0.425 Epoch 9 Batch 570/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.784, Loss: 0.458 Epoch 9 Batch 571/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.782, Loss: 0.401 Epoch 9 Batch 572/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.785, Loss: 0.410 Epoch 9 Batch 573/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.792, Loss: 0.449 Epoch 9 Batch 574/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.791, Loss: 0.451 Epoch 9 Batch 575/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.788, Loss: 0.404 Epoch 9 Batch 576/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.792, Loss: 0.449 Epoch 9 Batch 577/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.790, Loss: 0.468 Epoch 9 Batch 578/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.789, Loss: 0.464 Epoch 9 Batch 579/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.784, Loss: 0.433 Epoch 9 Batch 580/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.788, Loss: 0.390 Epoch 9 Batch 581/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.792, Loss: 0.414 Epoch 9 Batch 582/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.798, Loss: 0.440 Epoch 9 Batch 583/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.799, Loss: 0.442 Epoch 9 Batch 584/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.794, Loss: 0.433 Epoch 9 Batch 585/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.796, Loss: 0.385 Epoch 9 Batch 586/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.793, Loss: 0.471 Epoch 9 Batch 587/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.792, Loss: 0.412 Epoch 9 Batch 588/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.780, Loss: 0.437 Epoch 9 Batch 589/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.779, Loss: 0.451 Epoch 9 Batch 590/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.774, Loss: 0.458 Epoch 9 Batch 591/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.778, Loss: 0.403 Epoch 9 Batch 592/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.779, Loss: 0.449 Epoch 9 Batch 593/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.779, Loss: 0.429 Epoch 9 Batch 594/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.782, Loss: 0.429 Epoch 9 Batch 595/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.780, Loss: 0.449 Epoch 9 Batch 596/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.785, Loss: 0.442 Epoch 9 Batch 597/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.795, Loss: 0.441 Epoch 9 Batch 598/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.787, Loss: 0.432 Epoch 9 Batch 599/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.780, Loss: 0.469 Epoch 9 Batch 600/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.787, Loss: 0.416 Epoch 9 Batch 601/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.787, Loss: 0.431 Epoch 9 Batch 602/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.788, Loss: 0.433 Epoch 9 Batch 603/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.784, Loss: 0.441 Epoch 9 Batch 604/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.790, Loss: 0.449 Epoch 9 Batch 605/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.796, Loss: 0.462 Epoch 9 Batch 606/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.795, Loss: 0.392 Epoch 9 Batch 607/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.801, Loss: 0.404 Epoch 9 Batch 608/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.807, Loss: 0.450 Epoch 9 Batch 609/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.805, Loss: 0.440 Epoch 9 Batch 610/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.810, Loss: 0.458 Epoch 9 Batch 611/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.808, Loss: 0.460 Epoch 9 Batch 612/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.805, Loss: 0.406 Epoch 9 Batch 613/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.806, Loss: 0.446 Epoch 9 Batch 614/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.808, Loss: 0.413 Epoch 9 Batch 615/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.806, Loss: 0.428 Epoch 9 Batch 616/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.806, Loss: 0.457 Epoch 9 Batch 617/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.806, Loss: 0.411 Epoch 9 Batch 618/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.806, Loss: 0.427 Epoch 9 Batch 619/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.804, Loss: 0.437 Epoch 9 Batch 620/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.803, Loss: 0.417 Epoch 9 Batch 621/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.800, Loss: 0.439 Epoch 9 Batch 622/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.793, Loss: 0.443 Epoch 9 Batch 623/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.796, Loss: 0.462 Epoch 9 Batch 624/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.799, Loss: 0.413 Epoch 9 Batch 625/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.802, Loss: 0.428 Epoch 9 Batch 626/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.798, Loss: 0.377 Epoch 9 Batch 627/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.799, Loss: 0.445 Epoch 9 Batch 628/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.797, Loss: 0.457 Epoch 9 Batch 629/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.792, Loss: 0.440 Epoch 9 Batch 630/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.790, Loss: 0.429 Epoch 9 Batch 631/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.788, Loss: 0.415 Epoch 9 Batch 632/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.793, Loss: 0.439 Epoch 9 Batch 633/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.795, Loss: 0.438 Epoch 9 Batch 634/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.789, Loss: 0.396 Epoch 9 Batch 635/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.795, Loss: 0.472 Epoch 9 Batch 636/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.788, Loss: 0.415 Epoch 9 Batch 637/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.788, Loss: 0.445 Epoch 9 Batch 638/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.791, Loss: 0.415 Epoch 9 Batch 639/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.788, Loss: 0.432 Epoch 9 Batch 640/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.787, Loss: 0.406 Epoch 9 Batch 641/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.779, Loss: 0.420 Epoch 9 Batch 642/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.780, Loss: 0.435 Epoch 9 Batch 643/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.782, Loss: 0.396 Epoch 9 Batch 644/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.783, Loss: 0.431 Epoch 9 Batch 645/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.793, Loss: 0.427 Epoch 9 Batch 646/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.800, Loss: 0.414 Epoch 9 Batch 647/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.802, Loss: 0.431 Epoch 9 Batch 648/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.796, Loss: 0.425 Epoch 9 Batch 649/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.799, Loss: 0.444 Epoch 9 Batch 650/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.798, Loss: 0.435 Epoch 9 Batch 651/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.800, Loss: 0.423 Epoch 9 Batch 652/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.799, Loss: 0.460 Epoch 9 Batch 653/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.796, Loss: 0.434 Epoch 9 Batch 654/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.800, Loss: 0.409 Epoch 9 Batch 655/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.798, Loss: 0.464 Epoch 9 Batch 656/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.797, Loss: 0.432 Epoch 9 Batch 657/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.798, Loss: 0.448 Epoch 9 Batch 658/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.789, Loss: 0.418 Epoch 9 Batch 659/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.791, Loss: 0.419 Epoch 9 Batch 660/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.784, Loss: 0.457 Epoch 9 Batch 661/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.776, Loss: 0.370 Epoch 9 Batch 662/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.778, Loss: 0.389 Epoch 9 Batch 663/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.790, Loss: 0.405 Epoch 9 Batch 664/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.791, Loss: 0.427 Epoch 9 Batch 665/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.792, Loss: 0.429 Epoch 9 Batch 666/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.793, Loss: 0.448 Epoch 9 Batch 667/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.793, Loss: 0.456 Epoch 9 Batch 668/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.792, Loss: 0.427 Epoch 9 Batch 669/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.789, Loss: 0.405 Epoch 9 Batch 670/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.791, Loss: 0.388 Epoch 9 Batch 671/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.786, Loss: 0.434 Epoch 9 Batch 672/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.784, Loss: 0.408 Epoch 9 Batch 673/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.778, Loss: 0.399 Epoch 9 Batch 674/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.780, Loss: 0.420 Epoch 9 Batch 675/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.785, Loss: 0.442 Epoch 9 Batch 676/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.790, Loss: 0.440 Epoch 9 Batch 677/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.787, Loss: 0.471 Epoch 9 Batch 678/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.791, Loss: 0.398 Epoch 9 Batch 679/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.793, Loss: 0.472 Epoch 9 Batch 680/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.793, Loss: 0.410 Epoch 9 Batch 681/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.789, Loss: 0.451 Epoch 9 Batch 682/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.780, Loss: 0.431 Epoch 9 Batch 683/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.783, Loss: 0.417 Epoch 9 Batch 684/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.781, Loss: 0.429 Epoch 9 Batch 685/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.782, Loss: 0.444 Epoch 9 Batch 686/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.780, Loss: 0.408 Epoch 9 Batch 687/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.781, Loss: 0.457 Epoch 9 Batch 688/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.781, Loss: 0.418 Epoch 9 Batch 689/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.788, Loss: 0.413 Epoch 9 Batch 690/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.785, Loss: 0.417 Epoch 9 Batch 691/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.785, Loss: 0.484 Epoch 9 Batch 692/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.788, Loss: 0.416 Epoch 9 Batch 693/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.789, Loss: 0.470 Epoch 9 Batch 694/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.788, Loss: 0.410 Epoch 9 Batch 695/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.787, Loss: 0.412 Epoch 9 Batch 696/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.786, Loss: 0.430 Epoch 9 Batch 697/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.792, Loss: 0.411 Epoch 9 Batch 698/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.786, Loss: 0.410 Epoch 9 Batch 699/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.789, Loss: 0.442 Epoch 9 Batch 700/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.794, Loss: 0.408 Epoch 9 Batch 701/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.785, Loss: 0.436 Epoch 9 Batch 702/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.783, Loss: 0.456 Epoch 9 Batch 703/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.781, Loss: 0.448 Epoch 9 Batch 704/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.780, Loss: 0.447 Epoch 9 Batch 705/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.785, Loss: 0.452 Epoch 9 Batch 706/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.785, Loss: 0.444 Epoch 9 Batch 707/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.789, Loss: 0.444 Epoch 9 Batch 708/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.791, Loss: 0.434 Epoch 9 Batch 709/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.789, Loss: 0.465 Epoch 9 Batch 710/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.790, Loss: 0.417 Epoch 9 Batch 711/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.791, Loss: 0.462 Epoch 9 Batch 712/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.788, Loss: 0.431 Epoch 9 Batch 713/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.791, Loss: 0.398 Epoch 9 Batch 714/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.789, Loss: 0.415 Epoch 9 Batch 715/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.794, Loss: 0.468 Epoch 9 Batch 716/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.795, Loss: 0.395 Epoch 9 Batch 717/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.791, Loss: 0.424 Epoch 9 Batch 718/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.791, Loss: 0.435 Epoch 9 Batch 719/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.788, Loss: 0.418 Epoch 9 Batch 720/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.788, Loss: 0.482 Epoch 9 Batch 721/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.782, Loss: 0.436 Epoch 9 Batch 722/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.782, Loss: 0.403 Epoch 9 Batch 723/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.781, Loss: 0.422 Epoch 9 Batch 724/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.781, Loss: 0.466 Epoch 9 Batch 725/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.781, Loss: 0.380 Epoch 9 Batch 726/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.777, Loss: 0.418 Epoch 9 Batch 727/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.783, Loss: 0.403 Epoch 9 Batch 728/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.782, Loss: 0.415 Epoch 9 Batch 729/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.783, Loss: 0.447 Epoch 9 Batch 730/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.780, Loss: 0.446 Epoch 9 Batch 731/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.779, Loss: 0.434 Epoch 9 Batch 732/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.776, Loss: 0.461 Epoch 9 Batch 733/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.782, Loss: 0.461 Epoch 9 Batch 734/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.782, Loss: 0.461 Epoch 9 Batch 735/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.786, Loss: 0.422 Epoch 9 Batch 736/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.786, Loss: 0.420 Epoch 9 Batch 737/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.790, Loss: 0.464 Epoch 9 Batch 738/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.784, Loss: 0.363 Epoch 9 Batch 739/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.784, Loss: 0.402 Epoch 9 Batch 740/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.792, Loss: 0.414 Epoch 9 Batch 741/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.793, Loss: 0.441 Epoch 9 Batch 742/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.791, Loss: 0.433 Epoch 9 Batch 743/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.790, Loss: 0.445 Epoch 9 Batch 744/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.792, Loss: 0.403 Epoch 9 Batch 745/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.794, Loss: 0.432 Epoch 9 Batch 746/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.793, Loss: 0.412 Epoch 9 Batch 747/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.795, Loss: 0.400 Epoch 9 Batch 748/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.797, Loss: 0.414 Epoch 9 Batch 749/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.791, Loss: 0.444 Epoch 9 Batch 750/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.791, Loss: 0.430 Epoch 9 Batch 751/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.786, Loss: 0.420 Epoch 9 Batch 752/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.785, Loss: 0.385 Epoch 9 Batch 753/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.791, Loss: 0.410 Epoch 9 Batch 754/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.787, Loss: 0.440 Epoch 9 Batch 755/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.789, Loss: 0.426 Epoch 9 Batch 756/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.794, Loss: 0.399 Epoch 9 Batch 757/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.784, Loss: 0.434 Epoch 9 Batch 758/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.782, Loss: 0.398 Epoch 9 Batch 759/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.788, Loss: 0.386 Epoch 9 Batch 760/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.789, Loss: 0.426 Epoch 9 Batch 761/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.793, Loss: 0.453 Epoch 9 Batch 762/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.797, Loss: 0.399 Epoch 9 Batch 763/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.800, Loss: 0.398 Epoch 9 Batch 764/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.803, Loss: 0.430 Epoch 9 Batch 765/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.798, Loss: 0.408 Epoch 9 Batch 766/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.802, Loss: 0.449 Epoch 9 Batch 767/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.809, Loss: 0.408 Epoch 9 Batch 768/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.808, Loss: 0.420 Epoch 9 Batch 769/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.798, Loss: 0.439 Epoch 9 Batch 770/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.800, Loss: 0.391 Epoch 9 Batch 771/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.798, Loss: 0.433 Epoch 9 Batch 772/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.794, Loss: 0.396 Epoch 9 Batch 773/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.792, Loss: 0.413 Epoch 9 Batch 774/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.795, Loss: 0.435 Epoch 9 Batch 775/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.795, Loss: 0.420 Epoch 9 Batch 776/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.796, Loss: 0.421 Epoch 9 Batch 777/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.794, Loss: 0.430 Epoch 9 Batch 778/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.799, Loss: 0.400 Epoch 9 Batch 779/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.794, Loss: 0.428 Epoch 9 Batch 780/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.795, Loss: 0.443 Epoch 9 Batch 781/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.781, Loss: 0.401 Epoch 9 Batch 782/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.782, Loss: 0.417 Epoch 9 Batch 783/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.787, Loss: 0.418 Epoch 9 Batch 784/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.788, Loss: 0.406 Epoch 9 Batch 785/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.789, Loss: 0.402 Epoch 9 Batch 786/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.796, Loss: 0.434 Epoch 9 Batch 787/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.795, Loss: 0.390 Epoch 9 Batch 788/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.799, Loss: 0.413 Epoch 9 Batch 789/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.800, Loss: 0.441 Epoch 9 Batch 790/1077 - Train Accuracy: 0.749, Validation Accuracy: 0.799, Loss: 0.466 Epoch 9 Batch 791/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.801, Loss: 0.428 Epoch 9 Batch 792/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.798, Loss: 0.417 Epoch 9 Batch 793/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.798, Loss: 0.439 Epoch 9 Batch 794/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.794, Loss: 0.428 Epoch 9 Batch 795/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.794, Loss: 0.469 Epoch 9 Batch 796/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.800, Loss: 0.441 Epoch 9 Batch 797/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.803, Loss: 0.431 Epoch 9 Batch 798/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.799, Loss: 0.426 Epoch 9 Batch 799/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.796, Loss: 0.479 Epoch 9 Batch 800/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.793, Loss: 0.420 Epoch 9 Batch 801/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.793, Loss: 0.442 Epoch 9 Batch 802/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.799, Loss: 0.428 Epoch 9 Batch 803/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.794, Loss: 0.434 Epoch 9 Batch 804/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.792, Loss: 0.428 Epoch 9 Batch 805/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.791, Loss: 0.430 Epoch 9 Batch 806/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.790, Loss: 0.424 Epoch 9 Batch 807/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.788, Loss: 0.394 Epoch 9 Batch 808/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.785, Loss: 0.442 Epoch 9 Batch 809/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.787, Loss: 0.459 Epoch 9 Batch 810/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.785, Loss: 0.397 Epoch 9 Batch 811/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.785, Loss: 0.384 Epoch 9 Batch 812/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.785, Loss: 0.449 Epoch 9 Batch 813/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.782, Loss: 0.433 Epoch 9 Batch 814/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.787, Loss: 0.442 Epoch 9 Batch 815/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.789, Loss: 0.431 Epoch 9 Batch 816/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.792, Loss: 0.429 Epoch 9 Batch 817/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.792, Loss: 0.440 Epoch 9 Batch 818/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.795, Loss: 0.432 Epoch 9 Batch 819/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.794, Loss: 0.413 Epoch 9 Batch 820/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.793, Loss: 0.446 Epoch 9 Batch 821/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.795, Loss: 0.428 Epoch 9 Batch 822/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.793, Loss: 0.433 Epoch 9 Batch 823/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.793, Loss: 0.429 Epoch 9 Batch 824/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.792, Loss: 0.413 Epoch 9 Batch 825/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.792, Loss: 0.411 Epoch 9 Batch 826/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.796, Loss: 0.400 Epoch 9 Batch 827/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.795, Loss: 0.450 Epoch 9 Batch 828/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.793, Loss: 0.430 Epoch 9 Batch 829/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.789, Loss: 0.445 Epoch 9 Batch 830/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.789, Loss: 0.429 Epoch 9 Batch 831/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.784, Loss: 0.428 Epoch 9 Batch 832/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.785, Loss: 0.422 Epoch 9 Batch 833/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.782, Loss: 0.438 Epoch 9 Batch 834/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.778, Loss: 0.409 Epoch 9 Batch 835/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.788, Loss: 0.429 Epoch 9 Batch 836/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.793, Loss: 0.450 Epoch 9 Batch 837/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.793, Loss: 0.454 Epoch 9 Batch 838/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.793, Loss: 0.406 Epoch 9 Batch 839/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.798, Loss: 0.419 Epoch 9 Batch 840/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.798, Loss: 0.398 Epoch 9 Batch 841/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.796, Loss: 0.424 Epoch 9 Batch 842/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.798, Loss: 0.414 Epoch 9 Batch 843/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.797, Loss: 0.424 Epoch 9 Batch 844/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.797, Loss: 0.406 Epoch 9 Batch 845/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.799, Loss: 0.410 Epoch 9 Batch 846/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.792, Loss: 0.433 Epoch 9 Batch 847/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.788, Loss: 0.447 Epoch 9 Batch 848/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.793, Loss: 0.433 Epoch 9 Batch 849/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.790, Loss: 0.401 Epoch 9 Batch 850/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.790, Loss: 0.455 Epoch 9 Batch 851/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.785, Loss: 0.404 Epoch 9 Batch 852/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.784, Loss: 0.444 Epoch 9 Batch 853/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.787, Loss: 0.403 Epoch 9 Batch 854/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.782, Loss: 0.449 Epoch 9 Batch 855/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.785, Loss: 0.430 Epoch 9 Batch 856/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.787, Loss: 0.441 Epoch 9 Batch 857/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.783, Loss: 0.403 Epoch 9 Batch 858/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.787, Loss: 0.406 Epoch 9 Batch 859/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.788, Loss: 0.436 Epoch 9 Batch 860/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.787, Loss: 0.425 Epoch 9 Batch 861/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.787, Loss: 0.404 Epoch 9 Batch 862/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.781, Loss: 0.427 Epoch 9 Batch 863/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.783, Loss: 0.405 Epoch 9 Batch 864/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.779, Loss: 0.407 Epoch 9 Batch 865/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.783, Loss: 0.389 Epoch 9 Batch 866/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.784, Loss: 0.409 Epoch 9 Batch 867/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.781, Loss: 0.499 Epoch 9 Batch 868/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.788, Loss: 0.436 Epoch 9 Batch 869/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.785, Loss: 0.433 Epoch 9 Batch 870/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.783, Loss: 0.469 Epoch 9 Batch 871/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.775, Loss: 0.417 Epoch 9 Batch 872/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.771, Loss: 0.410 Epoch 9 Batch 873/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.781, Loss: 0.434 Epoch 9 Batch 874/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.783, Loss: 0.428 Epoch 9 Batch 875/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.782, Loss: 0.408 Epoch 9 Batch 876/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.784, Loss: 0.437 Epoch 9 Batch 877/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.795, Loss: 0.395 Epoch 9 Batch 878/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.797, Loss: 0.424 Epoch 9 Batch 879/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.802, Loss: 0.388 Epoch 9 Batch 880/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.799, Loss: 0.406 Epoch 9 Batch 881/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.796, Loss: 0.443 Epoch 9 Batch 882/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.801, Loss: 0.439 Epoch 9 Batch 883/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.795, Loss: 0.503 Epoch 9 Batch 884/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.794, Loss: 0.400 Epoch 9 Batch 885/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.793, Loss: 0.367 Epoch 9 Batch 886/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.792, Loss: 0.429 Epoch 9 Batch 887/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.797, Loss: 0.451 Epoch 9 Batch 888/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.795, Loss: 0.424 Epoch 9 Batch 889/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.798, Loss: 0.419 Epoch 9 Batch 890/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.794, Loss: 0.400 Epoch 9 Batch 891/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.795, Loss: 0.433 Epoch 9 Batch 892/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.795, Loss: 0.389 Epoch 9 Batch 893/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.795, Loss: 0.421 Epoch 9 Batch 894/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.798, Loss: 0.395 Epoch 9 Batch 895/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.794, Loss: 0.431 Epoch 9 Batch 896/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.781, Loss: 0.461 Epoch 9 Batch 897/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.785, Loss: 0.388 Epoch 9 Batch 898/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.796, Loss: 0.406 Epoch 9 Batch 899/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.794, Loss: 0.422 Epoch 9 Batch 900/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.791, Loss: 0.446 Epoch 9 Batch 901/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.794, Loss: 0.429 Epoch 9 Batch 902/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.796, Loss: 0.412 Epoch 9 Batch 903/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.796, Loss: 0.419 Epoch 9 Batch 904/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.790, Loss: 0.416 Epoch 9 Batch 905/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.788, Loss: 0.402 Epoch 9 Batch 906/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.795, Loss: 0.419 Epoch 9 Batch 907/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.794, Loss: 0.397 Epoch 9 Batch 908/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.795, Loss: 0.438 Epoch 9 Batch 909/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.790, Loss: 0.425 Epoch 9 Batch 910/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.794, Loss: 0.412 Epoch 9 Batch 911/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.793, Loss: 0.370 Epoch 9 Batch 912/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.784, Loss: 0.422 Epoch 9 Batch 913/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.794, Loss: 0.452 Epoch 9 Batch 914/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.787, Loss: 0.385 Epoch 9 Batch 915/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.789, Loss: 0.465 Epoch 9 Batch 916/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.790, Loss: 0.447 Epoch 9 Batch 917/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.789, Loss: 0.422 Epoch 9 Batch 918/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.797, Loss: 0.396 Epoch 9 Batch 919/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.794, Loss: 0.412 Epoch 9 Batch 920/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.798, Loss: 0.446 Epoch 9 Batch 921/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.793, Loss: 0.435 Epoch 9 Batch 922/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.798, Loss: 0.426 Epoch 9 Batch 923/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.796, Loss: 0.427 Epoch 9 Batch 924/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.801, Loss: 0.463 Epoch 9 Batch 925/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.800, Loss: 0.417 Epoch 9 Batch 926/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.801, Loss: 0.433 Epoch 9 Batch 927/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.804, Loss: 0.435 Epoch 9 Batch 928/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.805, Loss: 0.429 Epoch 9 Batch 929/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.800, Loss: 0.453 Epoch 9 Batch 930/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.806, Loss: 0.409 Epoch 9 Batch 931/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.807, Loss: 0.406 Epoch 9 Batch 932/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.804, Loss: 0.420 Epoch 9 Batch 933/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.800, Loss: 0.438 Epoch 9 Batch 934/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.796, Loss: 0.445 Epoch 9 Batch 935/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.799, Loss: 0.440 Epoch 9 Batch 936/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.800, Loss: 0.420 Epoch 9 Batch 937/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.800, Loss: 0.463 Epoch 9 Batch 938/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.800, Loss: 0.446 Epoch 9 Batch 939/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.799, Loss: 0.424 Epoch 9 Batch 940/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.799, Loss: 0.422 Epoch 9 Batch 941/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.803, Loss: 0.403 Epoch 9 Batch 942/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.804, Loss: 0.427 Epoch 9 Batch 943/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.804, Loss: 0.434 Epoch 9 Batch 944/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.804, Loss: 0.419 Epoch 9 Batch 945/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.799, Loss: 0.403 Epoch 9 Batch 946/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.792, Loss: 0.436 Epoch 9 Batch 947/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.793, Loss: 0.466 Epoch 9 Batch 948/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.793, Loss: 0.420 Epoch 9 Batch 949/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.786, Loss: 0.379 Epoch 9 Batch 950/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.783, Loss: 0.386 Epoch 9 Batch 951/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.779, Loss: 0.427 Epoch 9 Batch 952/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.777, Loss: 0.411 Epoch 9 Batch 953/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.775, Loss: 0.405 Epoch 9 Batch 954/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.780, Loss: 0.429 Epoch 9 Batch 955/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.781, Loss: 0.429 Epoch 9 Batch 956/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.779, Loss: 0.420 Epoch 9 Batch 957/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.779, Loss: 0.409 Epoch 9 Batch 958/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.784, Loss: 0.405 Epoch 9 Batch 959/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.780, Loss: 0.405 Epoch 9 Batch 960/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.783, Loss: 0.409 Epoch 9 Batch 961/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.788, Loss: 0.445 Epoch 9 Batch 962/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.788, Loss: 0.425 Epoch 9 Batch 963/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.786, Loss: 0.469 Epoch 9 Batch 964/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.789, Loss: 0.394 Epoch 9 Batch 965/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.792, Loss: 0.435 Epoch 9 Batch 966/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.790, Loss: 0.375 Epoch 9 Batch 967/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.790, Loss: 0.396 Epoch 9 Batch 968/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.790, Loss: 0.444 Epoch 9 Batch 969/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.795, Loss: 0.437 Epoch 9 Batch 970/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.786, Loss: 0.439 Epoch 9 Batch 971/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.791, Loss: 0.425 Epoch 9 Batch 972/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.790, Loss: 0.416 Epoch 9 Batch 973/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.789, Loss: 0.381 Epoch 9 Batch 974/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.788, Loss: 0.414 Epoch 9 Batch 975/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.784, Loss: 0.394 Epoch 9 Batch 976/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.787, Loss: 0.402 Epoch 9 Batch 977/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.786, Loss: 0.403 Epoch 9 Batch 978/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.783, Loss: 0.431 Epoch 9 Batch 979/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.784, Loss: 0.455 Epoch 9 Batch 980/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.784, Loss: 0.415 Epoch 9 Batch 981/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.783, Loss: 0.446 Epoch 9 Batch 982/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.780, Loss: 0.399 Epoch 9 Batch 983/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.792, Loss: 0.454 Epoch 9 Batch 984/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.795, Loss: 0.461 Epoch 9 Batch 985/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.792, Loss: 0.424 Epoch 9 Batch 986/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.791, Loss: 0.426 Epoch 9 Batch 987/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.795, Loss: 0.425 Epoch 9 Batch 988/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.793, Loss: 0.416 Epoch 9 Batch 989/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.797, Loss: 0.444 Epoch 9 Batch 990/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.797, Loss: 0.451 Epoch 9 Batch 991/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.798, Loss: 0.413 Epoch 9 Batch 992/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.797, Loss: 0.421 Epoch 9 Batch 993/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.797, Loss: 0.382 Epoch 9 Batch 994/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.796, Loss: 0.422 Epoch 9 Batch 995/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.795, Loss: 0.409 Epoch 9 Batch 996/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.797, Loss: 0.426 Epoch 9 Batch 997/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.787, Loss: 0.431 Epoch 9 Batch 998/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.783, Loss: 0.414 Epoch 9 Batch 999/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.785, Loss: 0.433 Epoch 9 Batch 1000/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.783, Loss: 0.385 Epoch 9 Batch 1001/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.779, Loss: 0.387 Epoch 9 Batch 1002/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.789, Loss: 0.422 Epoch 9 Batch 1003/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.788, Loss: 0.407 Epoch 9 Batch 1004/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.783, Loss: 0.405 Epoch 9 Batch 1005/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.776, Loss: 0.437 Epoch 9 Batch 1006/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.777, Loss: 0.413 Epoch 9 Batch 1007/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.773, Loss: 0.401 Epoch 9 Batch 1008/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.771, Loss: 0.449 Epoch 9 Batch 1009/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.764, Loss: 0.388 Epoch 9 Batch 1010/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.762, Loss: 0.434 Epoch 9 Batch 1011/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.772, Loss: 0.422 Epoch 9 Batch 1012/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.774, Loss: 0.403 Epoch 9 Batch 1013/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.775, Loss: 0.400 Epoch 9 Batch 1014/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.777, Loss: 0.451 Epoch 9 Batch 1015/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.785, Loss: 0.466 Epoch 9 Batch 1016/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.792, Loss: 0.430 Epoch 9 Batch 1017/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.793, Loss: 0.446 Epoch 9 Batch 1018/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.784, Loss: 0.409 Epoch 9 Batch 1019/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.776, Loss: 0.459 Epoch 9 Batch 1020/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.789, Loss: 0.387 Epoch 9 Batch 1021/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.793, Loss: 0.406 Epoch 9 Batch 1022/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.792, Loss: 0.396 Epoch 9 Batch 1023/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.794, Loss: 0.397 Epoch 9 Batch 1024/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.798, Loss: 0.438 Epoch 9 Batch 1025/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.791, Loss: 0.441 Epoch 9 Batch 1026/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.790, Loss: 0.401 Epoch 9 Batch 1027/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.796, Loss: 0.456 Epoch 9 Batch 1028/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.799, Loss: 0.426 Epoch 9 Batch 1029/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.793, Loss: 0.410 Epoch 9 Batch 1030/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.794, Loss: 0.434 Epoch 9 Batch 1031/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.796, Loss: 0.452 Epoch 9 Batch 1032/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.790, Loss: 0.418 Epoch 9 Batch 1033/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.785, Loss: 0.404 Epoch 9 Batch 1034/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.786, Loss: 0.444 Epoch 9 Batch 1035/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.798, Loss: 0.389 Epoch 9 Batch 1036/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.781, Loss: 0.431 Epoch 9 Batch 1037/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.788, Loss: 0.451 Epoch 9 Batch 1038/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.790, Loss: 0.425 Epoch 9 Batch 1039/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.786, Loss: 0.406 Epoch 9 Batch 1040/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.787, Loss: 0.446 Epoch 9 Batch 1041/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.783, Loss: 0.447 Epoch 9 Batch 1042/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.786, Loss: 0.432 Epoch 9 Batch 1043/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.783, Loss: 0.448 Epoch 9 Batch 1044/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.786, Loss: 0.416 Epoch 9 Batch 1045/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.784, Loss: 0.431 Epoch 9 Batch 1046/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.785, Loss: 0.387 Epoch 9 Batch 1047/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.786, Loss: 0.403 Epoch 9 Batch 1048/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.787, Loss: 0.419 Epoch 9 Batch 1049/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.789, Loss: 0.447 Epoch 9 Batch 1050/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.792, Loss: 0.423 Epoch 9 Batch 1051/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.790, Loss: 0.402 Epoch 9 Batch 1052/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.795, Loss: 0.422 Epoch 9 Batch 1053/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.798, Loss: 0.405 Epoch 9 Batch 1054/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.797, Loss: 0.417 Epoch 9 Batch 1055/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.798, Loss: 0.411 Epoch 9 Batch 1056/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.794, Loss: 0.410 Epoch 9 Batch 1057/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.794, Loss: 0.438 Epoch 9 Batch 1058/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.794, Loss: 0.467 Epoch 9 Batch 1059/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.792, Loss: 0.461 Epoch 9 Batch 1060/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.795, Loss: 0.402 Epoch 9 Batch 1061/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.789, Loss: 0.439 Epoch 9 Batch 1062/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.785, Loss: 0.425 Epoch 9 Batch 1063/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.786, Loss: 0.409 Epoch 9 Batch 1064/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.789, Loss: 0.433 Epoch 9 Batch 1065/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.794, Loss: 0.403 Epoch 9 Batch 1066/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.791, Loss: 0.398 Epoch 9 Batch 1067/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.795, Loss: 0.418 Epoch 9 Batch 1068/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.796, Loss: 0.406 Epoch 9 Batch 1069/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.797, Loss: 0.375 Epoch 9 Batch 1070/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.797, Loss: 0.431 Epoch 9 Batch 1071/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.793, Loss: 0.393 Epoch 9 Batch 1072/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.794, Loss: 0.407 Epoch 9 Batch 1073/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.794, Loss: 0.424 Epoch 9 Batch 1074/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.793, Loss: 0.445 Epoch 9 Batch 1075/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.792, Loss: 0.467 Epoch 10 Batch 0/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.794, Loss: 0.387 Epoch 10 Batch 1/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.789, Loss: 0.430 Epoch 10 Batch 2/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.790, Loss: 0.438 Epoch 10 Batch 3/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.791, Loss: 0.425 Epoch 10 Batch 4/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.794, Loss: 0.427 Epoch 10 Batch 5/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.793, Loss: 0.454 Epoch 10 Batch 6/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.792, Loss: 0.425 Epoch 10 Batch 7/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.783, Loss: 0.397 Epoch 10 Batch 8/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.786, Loss: 0.409 Epoch 10 Batch 9/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.788, Loss: 0.415 Epoch 10 Batch 10/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.793, Loss: 0.452 Epoch 10 Batch 11/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.782, Loss: 0.428 Epoch 10 Batch 12/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.782, Loss: 0.438 Epoch 10 Batch 13/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.788, Loss: 0.414 Epoch 10 Batch 14/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.788, Loss: 0.405 Epoch 10 Batch 15/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.789, Loss: 0.408 Epoch 10 Batch 16/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.789, Loss: 0.415 Epoch 10 Batch 17/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.778, Loss: 0.402 Epoch 10 Batch 18/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.782, Loss: 0.418 Epoch 10 Batch 19/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.787, Loss: 0.416 Epoch 10 Batch 20/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.788, Loss: 0.415 Epoch 10 Batch 21/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.786, Loss: 0.446 Epoch 10 Batch 22/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.787, Loss: 0.427 Epoch 10 Batch 23/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.783, Loss: 0.409 Epoch 10 Batch 24/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.790, Loss: 0.405 Epoch 10 Batch 25/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.786, Loss: 0.409 Epoch 10 Batch 26/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.787, Loss: 0.450 Epoch 10 Batch 27/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.786, Loss: 0.382 Epoch 10 Batch 28/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.787, Loss: 0.407 Epoch 10 Batch 29/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.789, Loss: 0.400 Epoch 10 Batch 30/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.792, Loss: 0.417 Epoch 10 Batch 31/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.776, Loss: 0.418 Epoch 10 Batch 32/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.779, Loss: 0.385 Epoch 10 Batch 33/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.778, Loss: 0.373 Epoch 10 Batch 34/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.784, Loss: 0.407 Epoch 10 Batch 35/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.781, Loss: 0.419 Epoch 10 Batch 36/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.781, Loss: 0.411 Epoch 10 Batch 37/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.781, Loss: 0.408 Epoch 10 Batch 38/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.783, Loss: 0.464 Epoch 10 Batch 39/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.783, Loss: 0.455 Epoch 10 Batch 40/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.779, Loss: 0.420 Epoch 10 Batch 41/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.780, Loss: 0.427 Epoch 10 Batch 42/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.780, Loss: 0.431 Epoch 10 Batch 43/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.780, Loss: 0.413 Epoch 10 Batch 44/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.778, Loss: 0.427 Epoch 10 Batch 45/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.779, Loss: 0.427 Epoch 10 Batch 46/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.785, Loss: 0.459 Epoch 10 Batch 47/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.789, Loss: 0.419 Epoch 10 Batch 48/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.797, Loss: 0.463 Epoch 10 Batch 49/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.789, Loss: 0.431 Epoch 10 Batch 50/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.791, Loss: 0.423 Epoch 10 Batch 51/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.793, Loss: 0.395 Epoch 10 Batch 52/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.793, Loss: 0.392 Epoch 10 Batch 53/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.793, Loss: 0.438 Epoch 10 Batch 54/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.792, Loss: 0.466 Epoch 10 Batch 55/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.793, Loss: 0.411 Epoch 10 Batch 56/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.794, Loss: 0.408 Epoch 10 Batch 57/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.796, Loss: 0.366 Epoch 10 Batch 58/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.794, Loss: 0.402 Epoch 10 Batch 59/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.784, Loss: 0.428 Epoch 10 Batch 60/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.782, Loss: 0.401 Epoch 10 Batch 61/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.787, Loss: 0.424 Epoch 10 Batch 62/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.781, Loss: 0.439 Epoch 10 Batch 63/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.786, Loss: 0.397 Epoch 10 Batch 64/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.789, Loss: 0.404 Epoch 10 Batch 65/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.790, Loss: 0.425 Epoch 10 Batch 66/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.787, Loss: 0.389 Epoch 10 Batch 67/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.798, Loss: 0.415 Epoch 10 Batch 68/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.806, Loss: 0.441 Epoch 10 Batch 69/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.811, Loss: 0.463 Epoch 10 Batch 70/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.812, Loss: 0.437 Epoch 10 Batch 71/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.812, Loss: 0.409 Epoch 10 Batch 72/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.806, Loss: 0.439 Epoch 10 Batch 73/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.805, Loss: 0.423 Epoch 10 Batch 74/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.809, Loss: 0.394 Epoch 10 Batch 75/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.816, Loss: 0.447 Epoch 10 Batch 76/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.810, Loss: 0.397 Epoch 10 Batch 77/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.811, Loss: 0.432 Epoch 10 Batch 78/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.812, Loss: 0.441 Epoch 10 Batch 79/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.807, Loss: 0.425 Epoch 10 Batch 80/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.804, Loss: 0.419 Epoch 10 Batch 81/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.799, Loss: 0.417 Epoch 10 Batch 82/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.804, Loss: 0.361 Epoch 10 Batch 83/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.800, Loss: 0.417 Epoch 10 Batch 84/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.805, Loss: 0.427 Epoch 10 Batch 85/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.794, Loss: 0.403 Epoch 10 Batch 86/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.794, Loss: 0.408 Epoch 10 Batch 87/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.784, Loss: 0.451 Epoch 10 Batch 88/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.776, Loss: 0.440 Epoch 10 Batch 89/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.774, Loss: 0.437 Epoch 10 Batch 90/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.773, Loss: 0.444 Epoch 10 Batch 91/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.771, Loss: 0.373 Epoch 10 Batch 92/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.771, Loss: 0.433 Epoch 10 Batch 93/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.779, Loss: 0.433 Epoch 10 Batch 94/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.782, Loss: 0.384 Epoch 10 Batch 95/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.791, Loss: 0.427 Epoch 10 Batch 96/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.793, Loss: 0.415 Epoch 10 Batch 97/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.791, Loss: 0.412 Epoch 10 Batch 98/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.789, Loss: 0.412 Epoch 10 Batch 99/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.786, Loss: 0.432 Epoch 10 Batch 100/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.786, Loss: 0.418 Epoch 10 Batch 101/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.791, Loss: 0.431 Epoch 10 Batch 102/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.800, Loss: 0.392 Epoch 10 Batch 103/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.796, Loss: 0.482 Epoch 10 Batch 104/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.795, Loss: 0.434 Epoch 10 Batch 105/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.793, Loss: 0.415 Epoch 10 Batch 106/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.788, Loss: 0.472 Epoch 10 Batch 107/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.797, Loss: 0.408 Epoch 10 Batch 108/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.792, Loss: 0.364 Epoch 10 Batch 109/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.791, Loss: 0.418 Epoch 10 Batch 110/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.794, Loss: 0.386 Epoch 10 Batch 111/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.798, Loss: 0.419 Epoch 10 Batch 112/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.796, Loss: 0.399 Epoch 10 Batch 113/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.793, Loss: 0.425 Epoch 10 Batch 114/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.791, Loss: 0.378 Epoch 10 Batch 115/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.784, Loss: 0.442 Epoch 10 Batch 116/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.776, Loss: 0.445 Epoch 10 Batch 117/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.783, Loss: 0.453 Epoch 10 Batch 118/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.784, Loss: 0.451 Epoch 10 Batch 119/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.786, Loss: 0.413 Epoch 10 Batch 120/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.797, Loss: 0.446 Epoch 10 Batch 121/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.798, Loss: 0.416 Epoch 10 Batch 122/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.798, Loss: 0.402 Epoch 10 Batch 123/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.800, Loss: 0.375 Epoch 10 Batch 124/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.798, Loss: 0.441 Epoch 10 Batch 125/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.797, Loss: 0.426 Epoch 10 Batch 126/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.795, Loss: 0.402 Epoch 10 Batch 127/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.801, Loss: 0.397 Epoch 10 Batch 128/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.799, Loss: 0.386 Epoch 10 Batch 129/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.797, Loss: 0.429 Epoch 10 Batch 130/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.797, Loss: 0.388 Epoch 10 Batch 131/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.796, Loss: 0.414 Epoch 10 Batch 132/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.796, Loss: 0.415 Epoch 10 Batch 133/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.800, Loss: 0.423 Epoch 10 Batch 134/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.801, Loss: 0.384 Epoch 10 Batch 135/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.801, Loss: 0.421 Epoch 10 Batch 136/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.797, Loss: 0.401 Epoch 10 Batch 137/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.800, Loss: 0.379 Epoch 10 Batch 138/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.799, Loss: 0.405 Epoch 10 Batch 139/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.799, Loss: 0.432 Epoch 10 Batch 140/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.798, Loss: 0.431 Epoch 10 Batch 141/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.807, Loss: 0.424 Epoch 10 Batch 142/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.807, Loss: 0.390 Epoch 10 Batch 143/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.798, Loss: 0.429 Epoch 10 Batch 144/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.797, Loss: 0.478 Epoch 10 Batch 145/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.804, Loss: 0.430 Epoch 10 Batch 146/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.803, Loss: 0.428 Epoch 10 Batch 147/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.802, Loss: 0.439 Epoch 10 Batch 148/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.802, Loss: 0.419 Epoch 10 Batch 149/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.801, Loss: 0.425 Epoch 10 Batch 150/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.805, Loss: 0.410 Epoch 10 Batch 151/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.804, Loss: 0.399 Epoch 10 Batch 152/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.804, Loss: 0.438 Epoch 10 Batch 153/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.804, Loss: 0.448 Epoch 10 Batch 154/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.799, Loss: 0.435 Epoch 10 Batch 155/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.800, Loss: 0.420 Epoch 10 Batch 156/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.790, Loss: 0.405 Epoch 10 Batch 157/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.793, Loss: 0.407 Epoch 10 Batch 158/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.793, Loss: 0.416 Epoch 10 Batch 159/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.781, Loss: 0.366 Epoch 10 Batch 160/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.788, Loss: 0.408 Epoch 10 Batch 161/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.792, Loss: 0.410 Epoch 10 Batch 162/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.791, Loss: 0.444 Epoch 10 Batch 163/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.795, Loss: 0.459 Epoch 10 Batch 164/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.784, Loss: 0.426 Epoch 10 Batch 165/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.784, Loss: 0.421 Epoch 10 Batch 166/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.787, Loss: 0.420 Epoch 10 Batch 167/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.793, Loss: 0.422 Epoch 10 Batch 168/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.793, Loss: 0.472 Epoch 10 Batch 169/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.787, Loss: 0.403 Epoch 10 Batch 170/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.785, Loss: 0.430 Epoch 10 Batch 171/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.783, Loss: 0.387 Epoch 10 Batch 172/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.780, Loss: 0.396 Epoch 10 Batch 173/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.782, Loss: 0.439 Epoch 10 Batch 174/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.789, Loss: 0.402 Epoch 10 Batch 175/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.784, Loss: 0.411 Epoch 10 Batch 176/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.793, Loss: 0.411 Epoch 10 Batch 177/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.790, Loss: 0.418 Epoch 10 Batch 178/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.790, Loss: 0.408 Epoch 10 Batch 179/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.795, Loss: 0.436 Epoch 10 Batch 180/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.799, Loss: 0.407 Epoch 10 Batch 181/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.790, Loss: 0.433 Epoch 10 Batch 182/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.792, Loss: 0.432 Epoch 10 Batch 183/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.796, Loss: 0.438 Epoch 10 Batch 184/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.795, Loss: 0.406 Epoch 10 Batch 185/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.791, Loss: 0.433 Epoch 10 Batch 186/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.786, Loss: 0.411 Epoch 10 Batch 187/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.795, Loss: 0.404 Epoch 10 Batch 188/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.796, Loss: 0.418 Epoch 10 Batch 189/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.793, Loss: 0.440 Epoch 10 Batch 190/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.791, Loss: 0.421 Epoch 10 Batch 191/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.801, Loss: 0.376 Epoch 10 Batch 192/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.802, Loss: 0.445 Epoch 10 Batch 193/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.803, Loss: 0.406 Epoch 10 Batch 194/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.805, Loss: 0.384 Epoch 10 Batch 195/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.798, Loss: 0.416 Epoch 10 Batch 196/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.800, Loss: 0.417 Epoch 10 Batch 197/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.795, Loss: 0.407 Epoch 10 Batch 198/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.798, Loss: 0.380 Epoch 10 Batch 199/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.798, Loss: 0.381 Epoch 10 Batch 200/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.797, Loss: 0.411 Epoch 10 Batch 201/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.797, Loss: 0.361 Epoch 10 Batch 202/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.796, Loss: 0.429 Epoch 10 Batch 203/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.792, Loss: 0.412 Epoch 10 Batch 204/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.789, Loss: 0.442 Epoch 10 Batch 205/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.783, Loss: 0.412 Epoch 10 Batch 206/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.787, Loss: 0.401 Epoch 10 Batch 207/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.784, Loss: 0.397 Epoch 10 Batch 208/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.777, Loss: 0.393 Epoch 10 Batch 209/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.777, Loss: 0.376 Epoch 10 Batch 210/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.789, Loss: 0.420 Epoch 10 Batch 211/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.792, Loss: 0.404 Epoch 10 Batch 212/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.790, Loss: 0.383 Epoch 10 Batch 213/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.785, Loss: 0.391 Epoch 10 Batch 214/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.790, Loss: 0.404 Epoch 10 Batch 215/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.790, Loss: 0.440 Epoch 10 Batch 216/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.787, Loss: 0.434 Epoch 10 Batch 217/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.781, Loss: 0.392 Epoch 10 Batch 218/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.777, Loss: 0.448 Epoch 10 Batch 219/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.782, Loss: 0.416 Epoch 10 Batch 220/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.784, Loss: 0.404 Epoch 10 Batch 221/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.782, Loss: 0.426 Epoch 10 Batch 222/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.783, Loss: 0.427 Epoch 10 Batch 223/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.784, Loss: 0.380 Epoch 10 Batch 224/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.788, Loss: 0.414 Epoch 10 Batch 225/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.791, Loss: 0.414 Epoch 10 Batch 226/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.785, Loss: 0.389 Epoch 10 Batch 227/1077 - Train Accuracy: 0.755, Validation Accuracy: 0.783, Loss: 0.449 Epoch 10 Batch 228/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.797, Loss: 0.394 Epoch 10 Batch 229/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.788, Loss: 0.415 Epoch 10 Batch 230/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.788, Loss: 0.384 Epoch 10 Batch 231/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.799, Loss: 0.422 Epoch 10 Batch 232/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.801, Loss: 0.433 Epoch 10 Batch 233/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.808, Loss: 0.433 Epoch 10 Batch 234/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.806, Loss: 0.414 Epoch 10 Batch 235/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.810, Loss: 0.381 Epoch 10 Batch 236/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.803, Loss: 0.422 Epoch 10 Batch 237/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.808, Loss: 0.374 Epoch 10 Batch 238/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.814, Loss: 0.396 Epoch 10 Batch 239/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.806, Loss: 0.385 Epoch 10 Batch 240/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.804, Loss: 0.388 Epoch 10 Batch 241/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.794, Loss: 0.376 Epoch 10 Batch 242/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.794, Loss: 0.415 Epoch 10 Batch 243/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.789, Loss: 0.420 Epoch 10 Batch 244/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.782, Loss: 0.417 Epoch 10 Batch 245/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.786, Loss: 0.372 Epoch 10 Batch 246/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.790, Loss: 0.428 Epoch 10 Batch 247/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.790, Loss: 0.394 Epoch 10 Batch 248/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.794, Loss: 0.399 Epoch 10 Batch 249/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.799, Loss: 0.418 Epoch 10 Batch 250/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.797, Loss: 0.405 Epoch 10 Batch 251/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.798, Loss: 0.407 Epoch 10 Batch 252/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.795, Loss: 0.408 Epoch 10 Batch 253/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.795, Loss: 0.414 Epoch 10 Batch 254/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.796, Loss: 0.414 Epoch 10 Batch 255/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.797, Loss: 0.417 Epoch 10 Batch 256/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.788, Loss: 0.437 Epoch 10 Batch 257/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.798, Loss: 0.399 Epoch 10 Batch 258/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.800, Loss: 0.408 Epoch 10 Batch 259/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.807, Loss: 0.407 Epoch 10 Batch 260/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.804, Loss: 0.383 Epoch 10 Batch 261/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.795, Loss: 0.397 Epoch 10 Batch 262/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.799, Loss: 0.398 Epoch 10 Batch 263/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.802, Loss: 0.401 Epoch 10 Batch 264/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.803, Loss: 0.423 Epoch 10 Batch 265/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.802, Loss: 0.422 Epoch 10 Batch 266/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.803, Loss: 0.422 Epoch 10 Batch 267/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.804, Loss: 0.386 Epoch 10 Batch 268/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.802, Loss: 0.420 Epoch 10 Batch 269/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.790, Loss: 0.436 Epoch 10 Batch 270/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.791, Loss: 0.462 Epoch 10 Batch 271/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.786, Loss: 0.397 Epoch 10 Batch 272/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.781, Loss: 0.448 Epoch 10 Batch 273/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.778, Loss: 0.395 Epoch 10 Batch 274/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.782, Loss: 0.411 Epoch 10 Batch 275/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.783, Loss: 0.418 Epoch 10 Batch 276/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.783, Loss: 0.461 Epoch 10 Batch 277/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.787, Loss: 0.373 Epoch 10 Batch 278/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.785, Loss: 0.463 Epoch 10 Batch 279/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.784, Loss: 0.453 Epoch 10 Batch 280/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.784, Loss: 0.445 Epoch 10 Batch 281/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.788, Loss: 0.409 Epoch 10 Batch 282/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.792, Loss: 0.460 Epoch 10 Batch 283/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.792, Loss: 0.414 Epoch 10 Batch 284/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.793, Loss: 0.442 Epoch 10 Batch 285/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.792, Loss: 0.405 Epoch 10 Batch 286/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.787, Loss: 0.381 Epoch 10 Batch 287/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.790, Loss: 0.414 Epoch 10 Batch 288/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.790, Loss: 0.431 Epoch 10 Batch 289/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.789, Loss: 0.406 Epoch 10 Batch 290/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.789, Loss: 0.427 Epoch 10 Batch 291/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.788, Loss: 0.430 Epoch 10 Batch 292/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.787, Loss: 0.402 Epoch 10 Batch 293/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.784, Loss: 0.436 Epoch 10 Batch 294/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.784, Loss: 0.387 Epoch 10 Batch 295/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.784, Loss: 0.469 Epoch 10 Batch 296/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.784, Loss: 0.408 Epoch 10 Batch 297/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.785, Loss: 0.450 Epoch 10 Batch 298/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.784, Loss: 0.450 Epoch 10 Batch 299/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.788, Loss: 0.375 Epoch 10 Batch 300/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.792, Loss: 0.399 Epoch 10 Batch 301/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.793, Loss: 0.389 Epoch 10 Batch 302/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.793, Loss: 0.426 Epoch 10 Batch 303/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.793, Loss: 0.418 Epoch 10 Batch 304/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.792, Loss: 0.390 Epoch 10 Batch 305/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.794, Loss: 0.426 Epoch 10 Batch 306/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.799, Loss: 0.388 Epoch 10 Batch 307/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.795, Loss: 0.408 Epoch 10 Batch 308/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.791, Loss: 0.452 Epoch 10 Batch 309/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.803, Loss: 0.388 Epoch 10 Batch 310/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.794, Loss: 0.432 Epoch 10 Batch 311/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.794, Loss: 0.390 Epoch 10 Batch 312/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.796, Loss: 0.448 Epoch 10 Batch 313/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.802, Loss: 0.392 Epoch 10 Batch 314/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.801, Loss: 0.407 Epoch 10 Batch 315/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.793, Loss: 0.380 Epoch 10 Batch 316/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.794, Loss: 0.394 Epoch 10 Batch 317/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.792, Loss: 0.444 Epoch 10 Batch 318/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.796, Loss: 0.420 Epoch 10 Batch 319/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.796, Loss: 0.423 Epoch 10 Batch 320/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.799, Loss: 0.424 Epoch 10 Batch 321/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.797, Loss: 0.407 Epoch 10 Batch 322/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.794, Loss: 0.393 Epoch 10 Batch 323/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.787, Loss: 0.402 Epoch 10 Batch 324/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.784, Loss: 0.404 Epoch 10 Batch 325/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.785, Loss: 0.381 Epoch 10 Batch 326/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.782, Loss: 0.391 Epoch 10 Batch 327/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.783, Loss: 0.439 Epoch 10 Batch 328/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.782, Loss: 0.433 Epoch 10 Batch 329/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.785, Loss: 0.427 Epoch 10 Batch 330/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.788, Loss: 0.405 Epoch 10 Batch 331/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.792, Loss: 0.422 Epoch 10 Batch 332/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.794, Loss: 0.356 Epoch 10 Batch 333/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.798, Loss: 0.409 Epoch 10 Batch 334/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.793, Loss: 0.406 Epoch 10 Batch 335/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.793, Loss: 0.404 Epoch 10 Batch 336/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.793, Loss: 0.450 Epoch 10 Batch 337/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.797, Loss: 0.435 Epoch 10 Batch 338/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.792, Loss: 0.456 Epoch 10 Batch 339/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.793, Loss: 0.393 Epoch 10 Batch 340/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.793, Loss: 0.419 Epoch 10 Batch 341/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.802, Loss: 0.467 Epoch 10 Batch 342/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.806, Loss: 0.397 Epoch 10 Batch 343/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.807, Loss: 0.414 Epoch 10 Batch 344/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.802, Loss: 0.406 Epoch 10 Batch 345/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.806, Loss: 0.386 Epoch 10 Batch 346/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.805, Loss: 0.438 Epoch 10 Batch 347/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.801, Loss: 0.381 Epoch 10 Batch 348/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.797, Loss: 0.377 Epoch 10 Batch 349/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.798, Loss: 0.395 Epoch 10 Batch 350/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.803, Loss: 0.408 Epoch 10 Batch 351/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.804, Loss: 0.438 Epoch 10 Batch 352/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.803, Loss: 0.448 Epoch 10 Batch 353/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.804, Loss: 0.451 Epoch 10 Batch 354/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.806, Loss: 0.418 Epoch 10 Batch 355/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.806, Loss: 0.428 Epoch 10 Batch 356/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.804, Loss: 0.388 Epoch 10 Batch 357/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.800, Loss: 0.401 Epoch 10 Batch 358/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.796, Loss: 0.452 Epoch 10 Batch 359/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.787, Loss: 0.416 Epoch 10 Batch 360/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.791, Loss: 0.428 Epoch 10 Batch 361/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.793, Loss: 0.444 Epoch 10 Batch 362/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.795, Loss: 0.419 Epoch 10 Batch 363/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.795, Loss: 0.418 Epoch 10 Batch 364/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.793, Loss: 0.439 Epoch 10 Batch 365/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.790, Loss: 0.406 Epoch 10 Batch 366/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.789, Loss: 0.412 Epoch 10 Batch 367/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.792, Loss: 0.366 Epoch 10 Batch 368/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.791, Loss: 0.420 Epoch 10 Batch 369/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.789, Loss: 0.379 Epoch 10 Batch 370/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.791, Loss: 0.404 Epoch 10 Batch 371/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.795, Loss: 0.417 Epoch 10 Batch 372/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.793, Loss: 0.383 Epoch 10 Batch 373/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.802, Loss: 0.396 Epoch 10 Batch 374/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.795, Loss: 0.443 Epoch 10 Batch 375/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.795, Loss: 0.396 Epoch 10 Batch 376/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.797, Loss: 0.399 Epoch 10 Batch 377/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.801, Loss: 0.426 Epoch 10 Batch 378/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.799, Loss: 0.381 Epoch 10 Batch 379/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.794, Loss: 0.434 Epoch 10 Batch 380/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.798, Loss: 0.398 Epoch 10 Batch 381/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.799, Loss: 0.425 Epoch 10 Batch 382/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.796, Loss: 0.425 Epoch 10 Batch 383/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.797, Loss: 0.419 Epoch 10 Batch 384/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.797, Loss: 0.419 Epoch 10 Batch 385/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.802, Loss: 0.410 Epoch 10 Batch 386/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.802, Loss: 0.418 Epoch 10 Batch 387/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.800, Loss: 0.383 Epoch 10 Batch 388/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.797, Loss: 0.412 Epoch 10 Batch 389/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.801, Loss: 0.409 Epoch 10 Batch 390/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.800, Loss: 0.446 Epoch 10 Batch 391/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.802, Loss: 0.398 Epoch 10 Batch 392/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.797, Loss: 0.368 Epoch 10 Batch 393/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.794, Loss: 0.393 Epoch 10 Batch 394/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.799, Loss: 0.416 Epoch 10 Batch 395/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.802, Loss: 0.390 Epoch 10 Batch 396/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.797, Loss: 0.425 Epoch 10 Batch 397/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.800, Loss: 0.407 Epoch 10 Batch 398/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.797, Loss: 0.430 Epoch 10 Batch 399/1077 - Train Accuracy: 0.748, Validation Accuracy: 0.799, Loss: 0.450 Epoch 10 Batch 400/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.800, Loss: 0.434 Epoch 10 Batch 401/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.807, Loss: 0.409 Epoch 10 Batch 402/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.799, Loss: 0.392 Epoch 10 Batch 403/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.795, Loss: 0.417 Epoch 10 Batch 404/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.797, Loss: 0.388 Epoch 10 Batch 405/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.793, Loss: 0.442 Epoch 10 Batch 406/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.794, Loss: 0.375 Epoch 10 Batch 407/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.794, Loss: 0.428 Epoch 10 Batch 408/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.796, Loss: 0.421 Epoch 10 Batch 409/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.796, Loss: 0.446 Epoch 10 Batch 410/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.801, Loss: 0.447 Epoch 10 Batch 411/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.800, Loss: 0.397 Epoch 10 Batch 412/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.798, Loss: 0.384 Epoch 10 Batch 413/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.799, Loss: 0.413 Epoch 10 Batch 414/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.803, Loss: 0.433 Epoch 10 Batch 415/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.802, Loss: 0.424 Epoch 10 Batch 416/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.796, Loss: 0.406 Epoch 10 Batch 417/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.798, Loss: 0.433 Epoch 10 Batch 418/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.795, Loss: 0.394 Epoch 10 Batch 419/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.794, Loss: 0.411 Epoch 10 Batch 420/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.794, Loss: 0.378 Epoch 10 Batch 421/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.792, Loss: 0.422 Epoch 10 Batch 422/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.791, Loss: 0.397 Epoch 10 Batch 423/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.794, Loss: 0.417 Epoch 10 Batch 424/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.799, Loss: 0.419 Epoch 10 Batch 425/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.802, Loss: 0.394 Epoch 10 Batch 426/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.799, Loss: 0.445 Epoch 10 Batch 427/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.802, Loss: 0.411 Epoch 10 Batch 428/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.799, Loss: 0.374 Epoch 10 Batch 429/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.803, Loss: 0.412 Epoch 10 Batch 430/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.796, Loss: 0.410 Epoch 10 Batch 431/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.793, Loss: 0.393 Epoch 10 Batch 432/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.793, Loss: 0.412 Epoch 10 Batch 433/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.792, Loss: 0.415 Epoch 10 Batch 434/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.787, Loss: 0.425 Epoch 10 Batch 435/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.787, Loss: 0.440 Epoch 10 Batch 436/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.784, Loss: 0.402 Epoch 10 Batch 437/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.783, Loss: 0.412 Epoch 10 Batch 438/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.779, Loss: 0.394 Epoch 10 Batch 439/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.783, Loss: 0.439 Epoch 10 Batch 440/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.781, Loss: 0.429 Epoch 10 Batch 441/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.780, Loss: 0.399 Epoch 10 Batch 442/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.779, Loss: 0.404 Epoch 10 Batch 443/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.781, Loss: 0.395 Epoch 10 Batch 444/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.785, Loss: 0.401 Epoch 10 Batch 445/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.794, Loss: 0.437 Epoch 10 Batch 446/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.795, Loss: 0.371 Epoch 10 Batch 447/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.805, Loss: 0.423 Epoch 10 Batch 448/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.802, Loss: 0.435 Epoch 10 Batch 449/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.803, Loss: 0.437 Epoch 10 Batch 450/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.806, Loss: 0.433 Epoch 10 Batch 451/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.801, Loss: 0.396 Epoch 10 Batch 452/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.804, Loss: 0.419 Epoch 10 Batch 453/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.810, Loss: 0.386 Epoch 10 Batch 454/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.810, Loss: 0.425 Epoch 10 Batch 455/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.793, Loss: 0.415 Epoch 10 Batch 456/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.800, Loss: 0.414 Epoch 10 Batch 457/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.804, Loss: 0.385 Epoch 10 Batch 458/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.806, Loss: 0.425 Epoch 10 Batch 459/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.808, Loss: 0.377 Epoch 10 Batch 460/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.809, Loss: 0.434 Epoch 10 Batch 461/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.806, Loss: 0.401 Epoch 10 Batch 462/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.807, Loss: 0.401 Epoch 10 Batch 463/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.801, Loss: 0.405 Epoch 10 Batch 464/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.804, Loss: 0.402 Epoch 10 Batch 465/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.797, Loss: 0.443 Epoch 10 Batch 466/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.803, Loss: 0.380 Epoch 10 Batch 467/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.796, Loss: 0.374 Epoch 10 Batch 468/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.805, Loss: 0.437 Epoch 10 Batch 469/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.805, Loss: 0.422 Epoch 10 Batch 470/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.804, Loss: 0.433 Epoch 10 Batch 471/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.411 Epoch 10 Batch 472/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.812, Loss: 0.391 Epoch 10 Batch 473/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.815, Loss: 0.414 Epoch 10 Batch 474/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.813, Loss: 0.420 Epoch 10 Batch 475/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.809, Loss: 0.385 Epoch 10 Batch 476/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.808, Loss: 0.404 Epoch 10 Batch 477/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.802, Loss: 0.391 Epoch 10 Batch 478/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.801, Loss: 0.443 Epoch 10 Batch 479/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.800, Loss: 0.431 Epoch 10 Batch 480/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.800, Loss: 0.433 Epoch 10 Batch 481/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.799, Loss: 0.390 Epoch 10 Batch 482/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.800, Loss: 0.435 Epoch 10 Batch 483/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.802, Loss: 0.425 Epoch 10 Batch 484/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.798, Loss: 0.404 Epoch 10 Batch 485/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.801, Loss: 0.430 Epoch 10 Batch 486/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.798, Loss: 0.389 Epoch 10 Batch 487/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.808, Loss: 0.406 Epoch 10 Batch 488/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.804, Loss: 0.400 Epoch 10 Batch 489/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.804, Loss: 0.403 Epoch 10 Batch 490/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.795, Loss: 0.412 Epoch 10 Batch 491/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.795, Loss: 0.411 Epoch 10 Batch 492/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.789, Loss: 0.445 Epoch 10 Batch 493/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.799, Loss: 0.381 Epoch 10 Batch 494/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.799, Loss: 0.388 Epoch 10 Batch 495/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.794, Loss: 0.410 Epoch 10 Batch 496/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.797, Loss: 0.419 Epoch 10 Batch 497/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.798, Loss: 0.439 Epoch 10 Batch 498/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.796, Loss: 0.405 Epoch 10 Batch 499/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.794, Loss: 0.381 Epoch 10 Batch 500/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.794, Loss: 0.394 Epoch 10 Batch 501/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.793, Loss: 0.413 Epoch 10 Batch 502/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.798, Loss: 0.400 Epoch 10 Batch 503/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.794, Loss: 0.392 Epoch 10 Batch 504/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.788, Loss: 0.410 Epoch 10 Batch 505/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.793, Loss: 0.350 Epoch 10 Batch 506/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.792, Loss: 0.417 Epoch 10 Batch 507/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.788, Loss: 0.394 Epoch 10 Batch 508/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.790, Loss: 0.379 Epoch 10 Batch 509/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.791, Loss: 0.443 Epoch 10 Batch 510/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.793, Loss: 0.375 Epoch 10 Batch 511/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.794, Loss: 0.413 Epoch 10 Batch 512/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.790, Loss: 0.396 Epoch 10 Batch 513/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.788, Loss: 0.407 Epoch 10 Batch 514/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.788, Loss: 0.422 Epoch 10 Batch 515/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.792, Loss: 0.404 Epoch 10 Batch 516/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.795, Loss: 0.375 Epoch 10 Batch 517/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.788, Loss: 0.405 Epoch 10 Batch 518/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.784, Loss: 0.393 Epoch 10 Batch 519/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.787, Loss: 0.409 Epoch 10 Batch 520/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.788, Loss: 0.392 Epoch 10 Batch 521/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.788, Loss: 0.401 Epoch 10 Batch 522/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.789, Loss: 0.435 Epoch 10 Batch 523/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.789, Loss: 0.404 Epoch 10 Batch 524/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.793, Loss: 0.411 Epoch 10 Batch 525/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.794, Loss: 0.405 Epoch 10 Batch 526/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.792, Loss: 0.398 Epoch 10 Batch 527/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.792, Loss: 0.416 Epoch 10 Batch 528/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.789, Loss: 0.402 Epoch 10 Batch 529/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.793, Loss: 0.406 Epoch 10 Batch 530/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.793, Loss: 0.416 Epoch 10 Batch 531/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.803, Loss: 0.412 Epoch 10 Batch 532/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.800, Loss: 0.437 Epoch 10 Batch 533/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.798, Loss: 0.424 Epoch 10 Batch 534/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.799, Loss: 0.396 Epoch 10 Batch 535/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.795, Loss: 0.395 Epoch 10 Batch 536/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.795, Loss: 0.396 Epoch 10 Batch 537/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.798, Loss: 0.415 Epoch 10 Batch 538/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.800, Loss: 0.373 Epoch 10 Batch 539/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.800, Loss: 0.442 Epoch 10 Batch 540/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.798, Loss: 0.384 Epoch 10 Batch 541/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.795, Loss: 0.417 Epoch 10 Batch 542/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.798, Loss: 0.411 Epoch 10 Batch 543/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.801, Loss: 0.409 Epoch 10 Batch 544/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.802, Loss: 0.405 Epoch 10 Batch 545/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.801, Loss: 0.446 Epoch 10 Batch 546/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.801, Loss: 0.425 Epoch 10 Batch 547/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.798, Loss: 0.414 Epoch 10 Batch 548/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.800, Loss: 0.427 Epoch 10 Batch 549/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.798, Loss: 0.443 Epoch 10 Batch 550/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.805, Loss: 0.430 Epoch 10 Batch 551/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.802, Loss: 0.414 Epoch 10 Batch 552/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.800, Loss: 0.420 Epoch 10 Batch 553/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.804, Loss: 0.423 Epoch 10 Batch 554/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.811, Loss: 0.412 Epoch 10 Batch 555/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.795, Loss: 0.396 Epoch 10 Batch 556/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.794, Loss: 0.383 Epoch 10 Batch 557/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.801, Loss: 0.405 Epoch 10 Batch 558/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.802, Loss: 0.398 Epoch 10 Batch 559/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.797, Loss: 0.405 Epoch 10 Batch 560/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.798, Loss: 0.395 Epoch 10 Batch 561/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.803, Loss: 0.383 Epoch 10 Batch 562/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.803, Loss: 0.370 Epoch 10 Batch 563/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.803, Loss: 0.437 Epoch 10 Batch 564/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.804, Loss: 0.418 Epoch 10 Batch 565/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.800, Loss: 0.430 Epoch 10 Batch 566/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.803, Loss: 0.448 Epoch 10 Batch 567/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.795, Loss: 0.424 Epoch 10 Batch 568/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.793, Loss: 0.387 Epoch 10 Batch 569/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.792, Loss: 0.427 Epoch 10 Batch 570/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.795, Loss: 0.448 Epoch 10 Batch 571/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.797, Loss: 0.366 Epoch 10 Batch 572/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.784, Loss: 0.397 Epoch 10 Batch 573/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.787, Loss: 0.444 Epoch 10 Batch 574/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.785, Loss: 0.421 Epoch 10 Batch 575/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.783, Loss: 0.397 Epoch 10 Batch 576/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.779, Loss: 0.438 Epoch 10 Batch 577/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.778, Loss: 0.441 Epoch 10 Batch 578/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.781, Loss: 0.434 Epoch 10 Batch 579/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.785, Loss: 0.393 Epoch 10 Batch 580/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.786, Loss: 0.379 Epoch 10 Batch 581/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.790, Loss: 0.388 Epoch 10 Batch 582/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.787, Loss: 0.412 Epoch 10 Batch 583/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.788, Loss: 0.429 Epoch 10 Batch 584/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.790, Loss: 0.392 Epoch 10 Batch 585/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.787, Loss: 0.375 Epoch 10 Batch 586/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.792, Loss: 0.432 Epoch 10 Batch 587/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.791, Loss: 0.383 Epoch 10 Batch 588/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.791, Loss: 0.401 Epoch 10 Batch 589/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.788, Loss: 0.436 Epoch 10 Batch 590/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.789, Loss: 0.433 Epoch 10 Batch 591/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.791, Loss: 0.392 Epoch 10 Batch 592/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.790, Loss: 0.404 Epoch 10 Batch 593/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.789, Loss: 0.396 Epoch 10 Batch 594/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.794, Loss: 0.427 Epoch 10 Batch 595/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.793, Loss: 0.427 Epoch 10 Batch 596/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.787, Loss: 0.428 Epoch 10 Batch 597/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.790, Loss: 0.403 Epoch 10 Batch 598/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.792, Loss: 0.398 Epoch 10 Batch 599/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.793, Loss: 0.446 Epoch 10 Batch 600/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.791, Loss: 0.398 Epoch 10 Batch 601/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.790, Loss: 0.393 Epoch 10 Batch 602/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.795, Loss: 0.406 Epoch 10 Batch 603/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.796, Loss: 0.390 Epoch 10 Batch 604/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.796, Loss: 0.404 Epoch 10 Batch 605/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.795, Loss: 0.423 Epoch 10 Batch 606/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.793, Loss: 0.379 Epoch 10 Batch 607/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.797, Loss: 0.368 Epoch 10 Batch 608/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.796, Loss: 0.418 Epoch 10 Batch 609/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.797, Loss: 0.424 Epoch 10 Batch 610/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.794, Loss: 0.436 Epoch 10 Batch 611/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.797, Loss: 0.420 Epoch 10 Batch 612/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.799, Loss: 0.384 Epoch 10 Batch 613/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.799, Loss: 0.426 Epoch 10 Batch 614/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.803, Loss: 0.399 Epoch 10 Batch 615/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.801, Loss: 0.401 Epoch 10 Batch 616/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.804, Loss: 0.434 Epoch 10 Batch 617/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.807, Loss: 0.405 Epoch 10 Batch 618/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.803, Loss: 0.406 Epoch 10 Batch 619/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.803, Loss: 0.418 Epoch 10 Batch 620/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.802, Loss: 0.392 Epoch 10 Batch 621/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.803, Loss: 0.407 Epoch 10 Batch 622/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.803, Loss: 0.441 Epoch 10 Batch 623/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.795, Loss: 0.426 Epoch 10 Batch 624/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.801, Loss: 0.380 Epoch 10 Batch 625/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.804, Loss: 0.405 Epoch 10 Batch 626/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.797, Loss: 0.371 Epoch 10 Batch 627/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.801, Loss: 0.405 Epoch 10 Batch 628/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.798, Loss: 0.418 Epoch 10 Batch 629/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.794, Loss: 0.433 Epoch 10 Batch 630/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.790, Loss: 0.406 Epoch 10 Batch 631/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.798, Loss: 0.415 Epoch 10 Batch 632/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.794, Loss: 0.428 Epoch 10 Batch 633/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.793, Loss: 0.397 Epoch 10 Batch 634/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.798, Loss: 0.370 Epoch 10 Batch 635/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.803, Loss: 0.456 Epoch 10 Batch 636/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.804, Loss: 0.391 Epoch 10 Batch 637/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.800, Loss: 0.422 Epoch 10 Batch 638/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.788, Loss: 0.389 Epoch 10 Batch 639/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.803, Loss: 0.391 Epoch 10 Batch 640/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.801, Loss: 0.393 Epoch 10 Batch 641/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.798, Loss: 0.411 Epoch 10 Batch 642/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.794, Loss: 0.414 Epoch 10 Batch 643/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.785, Loss: 0.368 Epoch 10 Batch 644/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.793, Loss: 0.401 Epoch 10 Batch 645/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.795, Loss: 0.404 Epoch 10 Batch 646/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.795, Loss: 0.395 Epoch 10 Batch 647/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.804, Loss: 0.389 Epoch 10 Batch 648/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.793, Loss: 0.395 Epoch 10 Batch 649/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.797, Loss: 0.416 Epoch 10 Batch 650/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.798, Loss: 0.414 Epoch 10 Batch 651/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.798, Loss: 0.387 Epoch 10 Batch 652/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.799, Loss: 0.412 Epoch 10 Batch 653/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.799, Loss: 0.409 Epoch 10 Batch 654/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.799, Loss: 0.383 Epoch 10 Batch 655/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.798, Loss: 0.421 Epoch 10 Batch 656/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.799, Loss: 0.404 Epoch 10 Batch 657/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.799, Loss: 0.443 Epoch 10 Batch 658/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.809, Loss: 0.399 Epoch 10 Batch 659/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.805, Loss: 0.411 Epoch 10 Batch 660/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.803, Loss: 0.427 Epoch 10 Batch 661/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.804, Loss: 0.364 Epoch 10 Batch 662/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.798, Loss: 0.391 Epoch 10 Batch 663/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.803, Loss: 0.388 Epoch 10 Batch 664/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.801, Loss: 0.403 Epoch 10 Batch 665/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.801, Loss: 0.412 Epoch 10 Batch 666/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.801, Loss: 0.431 Epoch 10 Batch 667/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.797, Loss: 0.449 Epoch 10 Batch 668/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.795, Loss: 0.406 Epoch 10 Batch 669/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.794, Loss: 0.392 Epoch 10 Batch 670/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.795, Loss: 0.362 Epoch 10 Batch 671/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.795, Loss: 0.441 Epoch 10 Batch 672/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.790, Loss: 0.396 Epoch 10 Batch 673/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.792, Loss: 0.369 Epoch 10 Batch 674/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.799, Loss: 0.397 Epoch 10 Batch 675/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.802, Loss: 0.403 Epoch 10 Batch 676/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.802, Loss: 0.398 Epoch 10 Batch 677/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.805, Loss: 0.445 Epoch 10 Batch 678/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.797, Loss: 0.373 Epoch 10 Batch 679/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.798, Loss: 0.444 Epoch 10 Batch 680/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.795, Loss: 0.382 Epoch 10 Batch 681/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.794, Loss: 0.430 Epoch 10 Batch 682/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.798, Loss: 0.403 Epoch 10 Batch 683/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.797, Loss: 0.409 Epoch 10 Batch 684/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.795, Loss: 0.389 Epoch 10 Batch 685/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.794, Loss: 0.414 Epoch 10 Batch 686/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.795, Loss: 0.380 Epoch 10 Batch 687/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.793, Loss: 0.452 Epoch 10 Batch 688/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.791, Loss: 0.389 Epoch 10 Batch 689/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.794, Loss: 0.389 Epoch 10 Batch 690/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.794, Loss: 0.393 Epoch 10 Batch 691/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.800, Loss: 0.430 Epoch 10 Batch 692/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.799, Loss: 0.373 Epoch 10 Batch 693/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.797, Loss: 0.459 Epoch 10 Batch 694/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.799, Loss: 0.395 Epoch 10 Batch 695/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.810, Loss: 0.398 Epoch 10 Batch 696/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.797, Loss: 0.438 Epoch 10 Batch 697/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.798, Loss: 0.386 Epoch 10 Batch 698/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.794, Loss: 0.376 Epoch 10 Batch 699/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.799, Loss: 0.418 Epoch 10 Batch 700/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.790, Loss: 0.372 Epoch 10 Batch 701/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.791, Loss: 0.416 Epoch 10 Batch 702/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.791, Loss: 0.416 Epoch 10 Batch 703/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.789, Loss: 0.430 Epoch 10 Batch 704/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.795, Loss: 0.436 Epoch 10 Batch 705/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.794, Loss: 0.433 Epoch 10 Batch 706/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.790, Loss: 0.419 Epoch 10 Batch 707/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.799, Loss: 0.388 Epoch 10 Batch 708/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.800, Loss: 0.403 Epoch 10 Batch 709/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.793, Loss: 0.454 Epoch 10 Batch 710/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.802, Loss: 0.399 Epoch 10 Batch 711/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.802, Loss: 0.463 Epoch 10 Batch 712/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.798, Loss: 0.388 Epoch 10 Batch 713/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.797, Loss: 0.366 Epoch 10 Batch 714/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.792, Loss: 0.394 Epoch 10 Batch 715/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.790, Loss: 0.422 Epoch 10 Batch 716/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.795, Loss: 0.383 Epoch 10 Batch 717/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.807, Loss: 0.392 Epoch 10 Batch 718/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.807, Loss: 0.421 Epoch 10 Batch 719/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.811, Loss: 0.378 Epoch 10 Batch 720/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.807, Loss: 0.434 Epoch 10 Batch 721/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.809, Loss: 0.402 Epoch 10 Batch 722/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.804, Loss: 0.385 Epoch 10 Batch 723/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.800, Loss: 0.397 Epoch 10 Batch 724/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.799, Loss: 0.438 Epoch 10 Batch 725/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.800, Loss: 0.374 Epoch 10 Batch 726/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.795, Loss: 0.397 Epoch 10 Batch 727/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.796, Loss: 0.367 Epoch 10 Batch 728/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.794, Loss: 0.409 Epoch 10 Batch 729/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.797, Loss: 0.412 Epoch 10 Batch 730/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.793, Loss: 0.422 Epoch 10 Batch 731/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.791, Loss: 0.410 Epoch 10 Batch 732/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.792, Loss: 0.420 Epoch 10 Batch 733/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.791, Loss: 0.423 Epoch 10 Batch 734/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.787, Loss: 0.432 Epoch 10 Batch 735/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.795, Loss: 0.412 Epoch 10 Batch 736/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.799, Loss: 0.370 Epoch 10 Batch 737/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.801, Loss: 0.422 Epoch 10 Batch 738/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.805, Loss: 0.366 Epoch 10 Batch 739/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.799, Loss: 0.379 Epoch 10 Batch 740/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.805, Loss: 0.399 Epoch 10 Batch 741/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.794, Loss: 0.413 Epoch 10 Batch 742/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.795, Loss: 0.415 Epoch 10 Batch 743/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.792, Loss: 0.407 Epoch 10 Batch 744/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.790, Loss: 0.386 Epoch 10 Batch 745/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.792, Loss: 0.395 Epoch 10 Batch 746/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.803, Loss: 0.390 Epoch 10 Batch 747/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.795, Loss: 0.380 Epoch 10 Batch 748/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.793, Loss: 0.388 Epoch 10 Batch 749/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.796, Loss: 0.410 Epoch 10 Batch 750/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.801, Loss: 0.398 Epoch 10 Batch 751/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.808, Loss: 0.394 Epoch 10 Batch 752/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.797, Loss: 0.361 Epoch 10 Batch 753/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.796, Loss: 0.398 Epoch 10 Batch 754/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.803, Loss: 0.405 Epoch 10 Batch 755/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.801, Loss: 0.400 Epoch 10 Batch 756/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.805, Loss: 0.372 Epoch 10 Batch 757/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.797, Loss: 0.400 Epoch 10 Batch 758/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.798, Loss: 0.369 Epoch 10 Batch 759/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.798, Loss: 0.362 Epoch 10 Batch 760/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.795, Loss: 0.421 Epoch 10 Batch 761/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.801, Loss: 0.440 Epoch 10 Batch 762/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.801, Loss: 0.378 Epoch 10 Batch 763/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.800, Loss: 0.376 Epoch 10 Batch 764/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.805, Loss: 0.404 Epoch 10 Batch 765/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.806, Loss: 0.383 Epoch 10 Batch 766/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.809, Loss: 0.425 Epoch 10 Batch 767/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.809, Loss: 0.387 Epoch 10 Batch 768/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.806, Loss: 0.403 Epoch 10 Batch 769/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.809, Loss: 0.398 Epoch 10 Batch 770/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.811, Loss: 0.376 Epoch 10 Batch 771/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.806, Loss: 0.413 Epoch 10 Batch 772/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.805, Loss: 0.409 Epoch 10 Batch 773/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.803, Loss: 0.398 Epoch 10 Batch 774/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.804, Loss: 0.448 Epoch 10 Batch 775/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.801, Loss: 0.409 Epoch 10 Batch 776/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.796, Loss: 0.401 Epoch 10 Batch 777/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.799, Loss: 0.398 Epoch 10 Batch 778/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.793, Loss: 0.376 Epoch 10 Batch 779/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.797, Loss: 0.412 Epoch 10 Batch 780/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.804, Loss: 0.407 Epoch 10 Batch 781/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.806, Loss: 0.377 Epoch 10 Batch 782/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.794, Loss: 0.403 Epoch 10 Batch 783/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.793, Loss: 0.408 Epoch 10 Batch 784/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.795, Loss: 0.407 Epoch 10 Batch 785/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.797, Loss: 0.381 Epoch 10 Batch 786/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.800, Loss: 0.414 Epoch 10 Batch 787/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.799, Loss: 0.369 Epoch 10 Batch 788/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.797, Loss: 0.382 Epoch 10 Batch 789/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.809, Loss: 0.420 Epoch 10 Batch 790/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.805, Loss: 0.450 Epoch 10 Batch 791/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.812, Loss: 0.389 Epoch 10 Batch 792/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.814, Loss: 0.415 Epoch 10 Batch 793/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.804, Loss: 0.399 Epoch 10 Batch 794/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.805, Loss: 0.403 Epoch 10 Batch 795/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.799, Loss: 0.440 Epoch 10 Batch 796/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.795, Loss: 0.413 Epoch 10 Batch 797/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.794, Loss: 0.421 Epoch 10 Batch 798/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.798, Loss: 0.419 Epoch 10 Batch 799/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.797, Loss: 0.441 Epoch 10 Batch 800/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.797, Loss: 0.402 Epoch 10 Batch 801/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.794, Loss: 0.422 Epoch 10 Batch 802/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.792, Loss: 0.390 Epoch 10 Batch 803/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.789, Loss: 0.412 Epoch 10 Batch 804/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.792, Loss: 0.423 Epoch 10 Batch 805/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.801, Loss: 0.423 Epoch 10 Batch 806/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.803, Loss: 0.403 Epoch 10 Batch 807/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.802, Loss: 0.374 Epoch 10 Batch 808/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.801, Loss: 0.424 Epoch 10 Batch 809/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.805, Loss: 0.427 Epoch 10 Batch 810/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.801, Loss: 0.374 Epoch 10 Batch 811/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.797, Loss: 0.374 Epoch 10 Batch 812/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.795, Loss: 0.420 Epoch 10 Batch 813/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.799, Loss: 0.388 Epoch 10 Batch 814/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.793, Loss: 0.419 Epoch 10 Batch 815/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.798, Loss: 0.392 Epoch 10 Batch 816/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.799, Loss: 0.411 Epoch 10 Batch 817/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.800, Loss: 0.431 Epoch 10 Batch 818/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.798, Loss: 0.391 Epoch 10 Batch 819/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.797, Loss: 0.396 Epoch 10 Batch 820/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.805, Loss: 0.432 Epoch 10 Batch 821/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.798, Loss: 0.398 Epoch 10 Batch 822/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.799, Loss: 0.394 Epoch 10 Batch 823/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.799, Loss: 0.395 Epoch 10 Batch 824/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.789, Loss: 0.381 Epoch 10 Batch 825/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.789, Loss: 0.406 Epoch 10 Batch 826/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.790, Loss: 0.364 Epoch 10 Batch 827/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.795, Loss: 0.422 Epoch 10 Batch 828/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.792, Loss: 0.391 Epoch 10 Batch 829/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.793, Loss: 0.431 Epoch 10 Batch 830/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.795, Loss: 0.409 Epoch 10 Batch 831/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.804, Loss: 0.412 Epoch 10 Batch 832/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.807, Loss: 0.397 Epoch 10 Batch 833/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.811, Loss: 0.399 Epoch 10 Batch 834/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.814, Loss: 0.402 Epoch 10 Batch 835/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.815, Loss: 0.402 Epoch 10 Batch 836/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.814, Loss: 0.420 Epoch 10 Batch 837/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.813, Loss: 0.424 Epoch 10 Batch 838/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.809, Loss: 0.392 Epoch 10 Batch 839/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.808, Loss: 0.375 Epoch 10 Batch 840/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.803, Loss: 0.375 Epoch 10 Batch 841/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.798, Loss: 0.401 Epoch 10 Batch 842/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.798, Loss: 0.393 Epoch 10 Batch 843/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.799, Loss: 0.372 Epoch 10 Batch 844/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.801, Loss: 0.376 Epoch 10 Batch 845/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.808, Loss: 0.396 Epoch 10 Batch 846/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.809, Loss: 0.416 Epoch 10 Batch 847/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.808, Loss: 0.420 Epoch 10 Batch 848/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.810, Loss: 0.394 Epoch 10 Batch 849/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.378 Epoch 10 Batch 850/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.806, Loss: 0.432 Epoch 10 Batch 851/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.809, Loss: 0.387 Epoch 10 Batch 852/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.810, Loss: 0.413 Epoch 10 Batch 853/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.809, Loss: 0.389 Epoch 10 Batch 854/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.814, Loss: 0.418 Epoch 10 Batch 855/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.814, Loss: 0.407 Epoch 10 Batch 856/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.812, Loss: 0.420 Epoch 10 Batch 857/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.809, Loss: 0.373 Epoch 10 Batch 858/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.808, Loss: 0.380 Epoch 10 Batch 859/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.807, Loss: 0.402 Epoch 10 Batch 860/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.811, Loss: 0.391 Epoch 10 Batch 861/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.810, Loss: 0.402 Epoch 10 Batch 862/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.808, Loss: 0.408 Epoch 10 Batch 863/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.801, Loss: 0.378 Epoch 10 Batch 864/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.794, Loss: 0.389 Epoch 10 Batch 865/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.792, Loss: 0.366 Epoch 10 Batch 866/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.791, Loss: 0.394 Epoch 10 Batch 867/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.795, Loss: 0.472 Epoch 10 Batch 868/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.794, Loss: 0.405 Epoch 10 Batch 869/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.791, Loss: 0.410 Epoch 10 Batch 870/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.793, Loss: 0.455 Epoch 10 Batch 871/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.789, Loss: 0.396 Epoch 10 Batch 872/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.789, Loss: 0.379 Epoch 10 Batch 873/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.800, Loss: 0.423 Epoch 10 Batch 874/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.802, Loss: 0.409 Epoch 10 Batch 875/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.801, Loss: 0.398 Epoch 10 Batch 876/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.800, Loss: 0.417 Epoch 10 Batch 877/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.800, Loss: 0.389 Epoch 10 Batch 878/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.800, Loss: 0.398 Epoch 10 Batch 879/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.794, Loss: 0.371 Epoch 10 Batch 880/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.789, Loss: 0.383 Epoch 10 Batch 881/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.788, Loss: 0.430 Epoch 10 Batch 882/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.781, Loss: 0.419 Epoch 10 Batch 883/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.780, Loss: 0.460 Epoch 10 Batch 884/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.784, Loss: 0.383 Epoch 10 Batch 885/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.788, Loss: 0.353 Epoch 10 Batch 886/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.795, Loss: 0.422 Epoch 10 Batch 887/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.798, Loss: 0.407 Epoch 10 Batch 888/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.803, Loss: 0.381 Epoch 10 Batch 889/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.799, Loss: 0.398 Epoch 10 Batch 890/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.797, Loss: 0.373 Epoch 10 Batch 891/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.796, Loss: 0.407 Epoch 10 Batch 892/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.800, Loss: 0.384 Epoch 10 Batch 893/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.810, Loss: 0.391 Epoch 10 Batch 894/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.812, Loss: 0.351 Epoch 10 Batch 895/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.815, Loss: 0.398 Epoch 10 Batch 896/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.816, Loss: 0.442 Epoch 10 Batch 897/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.808, Loss: 0.365 Epoch 10 Batch 898/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.808, Loss: 0.353 Epoch 10 Batch 899/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.816, Loss: 0.404 Epoch 10 Batch 900/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.808, Loss: 0.417 Epoch 10 Batch 901/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.803, Loss: 0.417 Epoch 10 Batch 902/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.808, Loss: 0.421 Epoch 10 Batch 903/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.807, Loss: 0.382 Epoch 10 Batch 904/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.802, Loss: 0.406 Epoch 10 Batch 905/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.807, Loss: 0.389 Epoch 10 Batch 906/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.807, Loss: 0.395 Epoch 10 Batch 907/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.790, Loss: 0.397 Epoch 10 Batch 908/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.787, Loss: 0.405 Epoch 10 Batch 909/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.790, Loss: 0.398 Epoch 10 Batch 910/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.795, Loss: 0.387 Epoch 10 Batch 911/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.799, Loss: 0.355 Epoch 10 Batch 912/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.795, Loss: 0.425 Epoch 10 Batch 913/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.790, Loss: 0.450 Epoch 10 Batch 914/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.795, Loss: 0.366 Epoch 10 Batch 915/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.806, Loss: 0.444 Epoch 10 Batch 916/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.806, Loss: 0.401 Epoch 10 Batch 917/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.811, Loss: 0.410 Epoch 10 Batch 918/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.811, Loss: 0.377 Epoch 10 Batch 919/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.817, Loss: 0.394 Epoch 10 Batch 920/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.804, Loss: 0.421 Epoch 10 Batch 921/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.809, Loss: 0.390 Epoch 10 Batch 922/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.800, Loss: 0.386 Epoch 10 Batch 923/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.791, Loss: 0.399 Epoch 10 Batch 924/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.797, Loss: 0.427 Epoch 10 Batch 925/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.792, Loss: 0.379 Epoch 10 Batch 926/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.797, Loss: 0.426 Epoch 10 Batch 927/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.801, Loss: 0.433 Epoch 10 Batch 928/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.808, Loss: 0.406 Epoch 10 Batch 929/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.808, Loss: 0.414 Epoch 10 Batch 930/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.810, Loss: 0.402 Epoch 10 Batch 931/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.801, Loss: 0.384 Epoch 10 Batch 932/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.811, Loss: 0.380 Epoch 10 Batch 933/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.810, Loss: 0.409 Epoch 10 Batch 934/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.808, Loss: 0.429 Epoch 10 Batch 935/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.807, Loss: 0.411 Epoch 10 Batch 936/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.803, Loss: 0.402 Epoch 10 Batch 937/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.801, Loss: 0.416 Epoch 10 Batch 938/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.802, Loss: 0.414 Epoch 10 Batch 939/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.805, Loss: 0.409 Epoch 10 Batch 940/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.813, Loss: 0.390 Epoch 10 Batch 941/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.806, Loss: 0.377 Epoch 10 Batch 942/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.811, Loss: 0.407 Epoch 10 Batch 943/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.809, Loss: 0.401 Epoch 10 Batch 944/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.812, Loss: 0.373 Epoch 10 Batch 945/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.805, Loss: 0.385 Epoch 10 Batch 946/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.804, Loss: 0.414 Epoch 10 Batch 947/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.799, Loss: 0.423 Epoch 10 Batch 948/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.803, Loss: 0.391 Epoch 10 Batch 949/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.801, Loss: 0.356 Epoch 10 Batch 950/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.788, Loss: 0.388 Epoch 10 Batch 951/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.794, Loss: 0.405 Epoch 10 Batch 952/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.805, Loss: 0.368 Epoch 10 Batch 953/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.804, Loss: 0.400 Epoch 10 Batch 954/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.789, Loss: 0.415 Epoch 10 Batch 955/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.782, Loss: 0.397 Epoch 10 Batch 956/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.787, Loss: 0.412 Epoch 10 Batch 957/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.787, Loss: 0.381 Epoch 10 Batch 958/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.787, Loss: 0.404 Epoch 10 Batch 959/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.790, Loss: 0.370 Epoch 10 Batch 960/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.789, Loss: 0.371 Epoch 10 Batch 961/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.781, Loss: 0.417 Epoch 10 Batch 962/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.787, Loss: 0.385 Epoch 10 Batch 963/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.792, Loss: 0.462 Epoch 10 Batch 964/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.793, Loss: 0.374 Epoch 10 Batch 965/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.793, Loss: 0.429 Epoch 10 Batch 966/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.795, Loss: 0.349 Epoch 10 Batch 967/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.800, Loss: 0.384 Epoch 10 Batch 968/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.800, Loss: 0.416 Epoch 10 Batch 969/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.818, Loss: 0.419 Epoch 10 Batch 970/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.815, Loss: 0.419 Epoch 10 Batch 971/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.811, Loss: 0.389 Epoch 10 Batch 972/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.797, Loss: 0.398 Epoch 10 Batch 973/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.797, Loss: 0.361 Epoch 10 Batch 974/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.800, Loss: 0.399 Epoch 10 Batch 975/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.803, Loss: 0.379 Epoch 10 Batch 976/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.807, Loss: 0.366 Epoch 10 Batch 977/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.802, Loss: 0.377 Epoch 10 Batch 978/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.806, Loss: 0.418 Epoch 10 Batch 979/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.798, Loss: 0.423 Epoch 10 Batch 980/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.794, Loss: 0.395 Epoch 10 Batch 981/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.798, Loss: 0.394 Epoch 10 Batch 982/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.802, Loss: 0.390 Epoch 10 Batch 983/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.805, Loss: 0.417 Epoch 10 Batch 984/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.797, Loss: 0.439 Epoch 10 Batch 985/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.800, Loss: 0.380 Epoch 10 Batch 986/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.795, Loss: 0.404 Epoch 10 Batch 987/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.799, Loss: 0.372 Epoch 10 Batch 988/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.795, Loss: 0.398 Epoch 10 Batch 989/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.789, Loss: 0.406 Epoch 10 Batch 990/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.798, Loss: 0.415 Epoch 10 Batch 991/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.795, Loss: 0.375 Epoch 10 Batch 992/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.795, Loss: 0.395 Epoch 10 Batch 993/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.789, Loss: 0.368 Epoch 10 Batch 994/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.786, Loss: 0.394 Epoch 10 Batch 995/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.783, Loss: 0.375 Epoch 10 Batch 996/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.785, Loss: 0.398 Epoch 10 Batch 997/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.789, Loss: 0.420 Epoch 10 Batch 998/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.788, Loss: 0.395 Epoch 10 Batch 999/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.784, Loss: 0.395 Epoch 10 Batch 1000/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.789, Loss: 0.385 Epoch 10 Batch 1001/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.782, Loss: 0.361 Epoch 10 Batch 1002/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.787, Loss: 0.403 Epoch 10 Batch 1003/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.785, Loss: 0.396 Epoch 10 Batch 1004/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.791, Loss: 0.400 Epoch 10 Batch 1005/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.789, Loss: 0.407 Epoch 10 Batch 1006/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.796, Loss: 0.379 Epoch 10 Batch 1007/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.797, Loss: 0.371 Epoch 10 Batch 1008/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.802, Loss: 0.408 Epoch 10 Batch 1009/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.803, Loss: 0.365 Epoch 10 Batch 1010/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.809, Loss: 0.419 Epoch 10 Batch 1011/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.797, Loss: 0.391 Epoch 10 Batch 1012/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.799, Loss: 0.378 Epoch 10 Batch 1013/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.800, Loss: 0.375 Epoch 10 Batch 1014/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.800, Loss: 0.422 Epoch 10 Batch 1015/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.798, Loss: 0.426 Epoch 10 Batch 1016/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.795, Loss: 0.398 Epoch 10 Batch 1017/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.790, Loss: 0.416 Epoch 10 Batch 1018/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.795, Loss: 0.378 Epoch 10 Batch 1019/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.796, Loss: 0.414 Epoch 10 Batch 1020/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.793, Loss: 0.367 Epoch 10 Batch 1021/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.792, Loss: 0.387 Epoch 10 Batch 1022/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.786, Loss: 0.366 Epoch 10 Batch 1023/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.791, Loss: 0.381 Epoch 10 Batch 1024/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.799, Loss: 0.448 Epoch 10 Batch 1025/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.806, Loss: 0.425 Epoch 10 Batch 1026/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.799, Loss: 0.388 Epoch 10 Batch 1027/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.806, Loss: 0.418 Epoch 10 Batch 1028/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.805, Loss: 0.386 Epoch 10 Batch 1029/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.807, Loss: 0.380 Epoch 10 Batch 1030/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.807, Loss: 0.388 Epoch 10 Batch 1031/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.810, Loss: 0.436 Epoch 10 Batch 1032/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.812, Loss: 0.411 Epoch 10 Batch 1033/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.801, Loss: 0.384 Epoch 10 Batch 1034/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.806, Loss: 0.402 Epoch 10 Batch 1035/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.805, Loss: 0.356 Epoch 10 Batch 1036/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.804, Loss: 0.402 Epoch 10 Batch 1037/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.809, Loss: 0.407 Epoch 10 Batch 1038/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.805, Loss: 0.398 Epoch 10 Batch 1039/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.808, Loss: 0.365 Epoch 10 Batch 1040/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.803, Loss: 0.400 Epoch 10 Batch 1041/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.798, Loss: 0.404 Epoch 10 Batch 1042/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.794, Loss: 0.406 Epoch 10 Batch 1043/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.798, Loss: 0.415 Epoch 10 Batch 1044/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.805, Loss: 0.388 Epoch 10 Batch 1045/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.805, Loss: 0.403 Epoch 10 Batch 1046/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.806, Loss: 0.372 Epoch 10 Batch 1047/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.798, Loss: 0.394 Epoch 10 Batch 1048/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.804, Loss: 0.400 Epoch 10 Batch 1049/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.798, Loss: 0.418 Epoch 10 Batch 1050/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.800, Loss: 0.403 Epoch 10 Batch 1051/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.796, Loss: 0.391 Epoch 10 Batch 1052/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.796, Loss: 0.375 Epoch 10 Batch 1053/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.795, Loss: 0.386 Epoch 10 Batch 1054/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.791, Loss: 0.397 Epoch 10 Batch 1055/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.788, Loss: 0.384 Epoch 10 Batch 1056/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.788, Loss: 0.379 Epoch 10 Batch 1057/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.794, Loss: 0.425 Epoch 10 Batch 1058/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.789, Loss: 0.432 Epoch 10 Batch 1059/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.794, Loss: 0.428 Epoch 10 Batch 1060/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.796, Loss: 0.356 Epoch 10 Batch 1061/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.795, Loss: 0.413 Epoch 10 Batch 1062/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.790, Loss: 0.409 Epoch 10 Batch 1063/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.789, Loss: 0.392 Epoch 10 Batch 1064/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.793, Loss: 0.406 Epoch 10 Batch 1065/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.793, Loss: 0.379 Epoch 10 Batch 1066/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.793, Loss: 0.379 Epoch 10 Batch 1067/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.790, Loss: 0.412 Epoch 10 Batch 1068/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.796, Loss: 0.381 Epoch 10 Batch 1069/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.803, Loss: 0.355 Epoch 10 Batch 1070/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.805, Loss: 0.398 Epoch 10 Batch 1071/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.805, Loss: 0.373 Epoch 10 Batch 1072/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.798, Loss: 0.392 Epoch 10 Batch 1073/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.800, Loss: 0.425 Epoch 10 Batch 1074/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.800, Loss: 0.414 Epoch 10 Batch 1075/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.800, Loss: 0.438 Epoch 11 Batch 0/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.805, Loss: 0.371 Epoch 11 Batch 1/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.798, Loss: 0.384 Epoch 11 Batch 2/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.801, Loss: 0.421 Epoch 11 Batch 3/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.803, Loss: 0.392 Epoch 11 Batch 4/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.800, Loss: 0.411 Epoch 11 Batch 5/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.801, Loss: 0.421 Epoch 11 Batch 6/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.801, Loss: 0.414 Epoch 11 Batch 7/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.802, Loss: 0.386 Epoch 11 Batch 8/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.805, Loss: 0.383 Epoch 11 Batch 9/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.811, Loss: 0.387 Epoch 11 Batch 10/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.808, Loss: 0.416 Epoch 11 Batch 11/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.807, Loss: 0.393 Epoch 11 Batch 12/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.806, Loss: 0.398 Epoch 11 Batch 13/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.805, Loss: 0.424 Epoch 11 Batch 14/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.811, Loss: 0.353 Epoch 11 Batch 15/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.816, Loss: 0.394 Epoch 11 Batch 16/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.816, Loss: 0.400 Epoch 11 Batch 17/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.822, Loss: 0.377 Epoch 11 Batch 18/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.818, Loss: 0.399 Epoch 11 Batch 19/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.818, Loss: 0.397 Epoch 11 Batch 20/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.821, Loss: 0.367 Epoch 11 Batch 21/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.812, Loss: 0.426 Epoch 11 Batch 22/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.816, Loss: 0.405 Epoch 11 Batch 23/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.809, Loss: 0.400 Epoch 11 Batch 24/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.812, Loss: 0.376 Epoch 11 Batch 25/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.809, Loss: 0.382 Epoch 11 Batch 26/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.815, Loss: 0.431 Epoch 11 Batch 27/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.810, Loss: 0.359 Epoch 11 Batch 28/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.802, Loss: 0.392 Epoch 11 Batch 29/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.804, Loss: 0.386 Epoch 11 Batch 30/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.798, Loss: 0.387 Epoch 11 Batch 31/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.798, Loss: 0.384 Epoch 11 Batch 32/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.804, Loss: 0.352 Epoch 11 Batch 33/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.805, Loss: 0.364 Epoch 11 Batch 34/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.801, Loss: 0.392 Epoch 11 Batch 35/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.801, Loss: 0.414 Epoch 11 Batch 36/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.799, Loss: 0.380 Epoch 11 Batch 37/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.800, Loss: 0.409 Epoch 11 Batch 38/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.808, Loss: 0.430 Epoch 11 Batch 39/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.804, Loss: 0.443 Epoch 11 Batch 40/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.816, Loss: 0.398 Epoch 11 Batch 41/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.816, Loss: 0.393 Epoch 11 Batch 42/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.809, Loss: 0.424 Epoch 11 Batch 43/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.811, Loss: 0.408 Epoch 11 Batch 44/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.803, Loss: 0.415 Epoch 11 Batch 45/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.802, Loss: 0.390 Epoch 11 Batch 46/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.805, Loss: 0.419 Epoch 11 Batch 47/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.811, Loss: 0.386 Epoch 11 Batch 48/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.810, Loss: 0.421 Epoch 11 Batch 49/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.812, Loss: 0.433 Epoch 11 Batch 50/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.816, Loss: 0.411 Epoch 11 Batch 51/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.819, Loss: 0.368 Epoch 11 Batch 52/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.815, Loss: 0.397 Epoch 11 Batch 53/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.815, Loss: 0.417 Epoch 11 Batch 54/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.809, Loss: 0.436 Epoch 11 Batch 55/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.798, Loss: 0.384 Epoch 11 Batch 56/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.798, Loss: 0.370 Epoch 11 Batch 57/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.805, Loss: 0.366 Epoch 11 Batch 58/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.801, Loss: 0.388 Epoch 11 Batch 59/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.795, Loss: 0.392 Epoch 11 Batch 60/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.795, Loss: 0.409 Epoch 11 Batch 61/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.804, Loss: 0.416 Epoch 11 Batch 62/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.812, Loss: 0.431 Epoch 11 Batch 63/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.810, Loss: 0.376 Epoch 11 Batch 64/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.389 Epoch 11 Batch 65/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.812, Loss: 0.395 Epoch 11 Batch 66/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.811, Loss: 0.356 Epoch 11 Batch 67/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.811, Loss: 0.383 Epoch 11 Batch 68/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.806, Loss: 0.402 Epoch 11 Batch 69/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.802, Loss: 0.436 Epoch 11 Batch 70/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.798, Loss: 0.405 Epoch 11 Batch 71/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.790, Loss: 0.381 Epoch 11 Batch 72/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.792, Loss: 0.408 Epoch 11 Batch 73/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.791, Loss: 0.402 Epoch 11 Batch 74/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.793, Loss: 0.362 Epoch 11 Batch 75/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.790, Loss: 0.422 Epoch 11 Batch 76/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.793, Loss: 0.372 Epoch 11 Batch 77/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.791, Loss: 0.419 Epoch 11 Batch 78/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.796, Loss: 0.407 Epoch 11 Batch 79/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.816, Loss: 0.412 Epoch 11 Batch 80/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.815, Loss: 0.401 Epoch 11 Batch 81/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.822, Loss: 0.391 Epoch 11 Batch 82/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.809, Loss: 0.353 Epoch 11 Batch 83/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.809, Loss: 0.419 Epoch 11 Batch 84/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.393 Epoch 11 Batch 85/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.812, Loss: 0.362 Epoch 11 Batch 86/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.814, Loss: 0.384 Epoch 11 Batch 87/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.811, Loss: 0.417 Epoch 11 Batch 88/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.800, Loss: 0.418 Epoch 11 Batch 89/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.799, Loss: 0.409 Epoch 11 Batch 90/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.795, Loss: 0.414 Epoch 11 Batch 91/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.803, Loss: 0.348 Epoch 11 Batch 92/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.802, Loss: 0.392 Epoch 11 Batch 93/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.805, Loss: 0.409 Epoch 11 Batch 94/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.809, Loss: 0.368 Epoch 11 Batch 95/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.812, Loss: 0.401 Epoch 11 Batch 96/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.808, Loss: 0.392 Epoch 11 Batch 97/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.805, Loss: 0.392 Epoch 11 Batch 98/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.801, Loss: 0.386 Epoch 11 Batch 99/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.807, Loss: 0.406 Epoch 11 Batch 100/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.813, Loss: 0.402 Epoch 11 Batch 101/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.812, Loss: 0.407 Epoch 11 Batch 102/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.816, Loss: 0.380 Epoch 11 Batch 103/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.817, Loss: 0.444 Epoch 11 Batch 104/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.815, Loss: 0.423 Epoch 11 Batch 105/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.816, Loss: 0.375 Epoch 11 Batch 106/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.426 Epoch 11 Batch 107/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.815, Loss: 0.387 Epoch 11 Batch 108/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.815, Loss: 0.349 Epoch 11 Batch 109/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.810, Loss: 0.396 Epoch 11 Batch 110/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.809, Loss: 0.367 Epoch 11 Batch 111/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.809, Loss: 0.404 Epoch 11 Batch 112/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.805, Loss: 0.381 Epoch 11 Batch 113/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.811, Loss: 0.394 Epoch 11 Batch 114/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.814, Loss: 0.375 Epoch 11 Batch 115/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.814, Loss: 0.400 Epoch 11 Batch 116/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.814, Loss: 0.427 Epoch 11 Batch 117/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.808, Loss: 0.413 Epoch 11 Batch 118/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.818, Loss: 0.422 Epoch 11 Batch 119/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.823, Loss: 0.402 Epoch 11 Batch 120/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.822, Loss: 0.415 Epoch 11 Batch 121/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.818, Loss: 0.399 Epoch 11 Batch 122/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.817, Loss: 0.384 Epoch 11 Batch 123/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.816, Loss: 0.360 Epoch 11 Batch 124/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.817, Loss: 0.413 Epoch 11 Batch 125/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.811, Loss: 0.396 Epoch 11 Batch 126/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.810, Loss: 0.385 Epoch 11 Batch 127/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.818, Loss: 0.410 Epoch 11 Batch 128/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.378 Epoch 11 Batch 129/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.819, Loss: 0.385 Epoch 11 Batch 130/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.817, Loss: 0.366 Epoch 11 Batch 131/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.817, Loss: 0.389 Epoch 11 Batch 132/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.820, Loss: 0.390 Epoch 11 Batch 133/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.816, Loss: 0.396 Epoch 11 Batch 134/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.816, Loss: 0.372 Epoch 11 Batch 135/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.811, Loss: 0.398 Epoch 11 Batch 136/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.813, Loss: 0.381 Epoch 11 Batch 137/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.814, Loss: 0.347 Epoch 11 Batch 138/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.811, Loss: 0.366 Epoch 11 Batch 139/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.810, Loss: 0.398 Epoch 11 Batch 140/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.810, Loss: 0.399 Epoch 11 Batch 141/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.810, Loss: 0.400 Epoch 11 Batch 142/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.806, Loss: 0.376 Epoch 11 Batch 143/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.802, Loss: 0.405 Epoch 11 Batch 144/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.799, Loss: 0.414 Epoch 11 Batch 145/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.803, Loss: 0.406 Epoch 11 Batch 146/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.798, Loss: 0.406 Epoch 11 Batch 147/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.797, Loss: 0.415 Epoch 11 Batch 148/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.798, Loss: 0.402 Epoch 11 Batch 149/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.798, Loss: 0.416 Epoch 11 Batch 150/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.799, Loss: 0.387 Epoch 11 Batch 151/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.797, Loss: 0.368 Epoch 11 Batch 152/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.801, Loss: 0.404 Epoch 11 Batch 153/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.797, Loss: 0.413 Epoch 11 Batch 154/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.795, Loss: 0.403 Epoch 11 Batch 155/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.807, Loss: 0.396 Epoch 11 Batch 156/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.815, Loss: 0.380 Epoch 11 Batch 157/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.816, Loss: 0.391 Epoch 11 Batch 158/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.812, Loss: 0.393 Epoch 11 Batch 159/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.814, Loss: 0.361 Epoch 11 Batch 160/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.374 Epoch 11 Batch 161/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.816, Loss: 0.415 Epoch 11 Batch 162/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.816, Loss: 0.424 Epoch 11 Batch 163/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.811, Loss: 0.424 Epoch 11 Batch 164/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.400 Epoch 11 Batch 165/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.809, Loss: 0.380 Epoch 11 Batch 166/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.807, Loss: 0.392 Epoch 11 Batch 167/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.805, Loss: 0.410 Epoch 11 Batch 168/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.802, Loss: 0.418 Epoch 11 Batch 169/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.794, Loss: 0.409 Epoch 11 Batch 170/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.789, Loss: 0.406 Epoch 11 Batch 171/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.790, Loss: 0.386 Epoch 11 Batch 172/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.787, Loss: 0.366 Epoch 11 Batch 173/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.786, Loss: 0.402 Epoch 11 Batch 174/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.786, Loss: 0.374 Epoch 11 Batch 175/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.793, Loss: 0.380 Epoch 11 Batch 176/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.794, Loss: 0.396 Epoch 11 Batch 177/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.789, Loss: 0.407 Epoch 11 Batch 178/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.790, Loss: 0.387 Epoch 11 Batch 179/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.798, Loss: 0.400 Epoch 11 Batch 180/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.800, Loss: 0.390 Epoch 11 Batch 181/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.804, Loss: 0.421 Epoch 11 Batch 182/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.809, Loss: 0.383 Epoch 11 Batch 183/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.810, Loss: 0.403 Epoch 11 Batch 184/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.813, Loss: 0.370 Epoch 11 Batch 185/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.809, Loss: 0.413 Epoch 11 Batch 186/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.802, Loss: 0.411 Epoch 11 Batch 187/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.801, Loss: 0.377 Epoch 11 Batch 188/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.804, Loss: 0.401 Epoch 11 Batch 189/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.804, Loss: 0.395 Epoch 11 Batch 190/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.385 Epoch 11 Batch 191/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.805, Loss: 0.352 Epoch 11 Batch 192/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.806, Loss: 0.427 Epoch 11 Batch 193/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.809, Loss: 0.391 Epoch 11 Batch 194/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.811, Loss: 0.356 Epoch 11 Batch 195/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.814, Loss: 0.385 Epoch 11 Batch 196/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.815, Loss: 0.396 Epoch 11 Batch 197/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.815, Loss: 0.387 Epoch 11 Batch 198/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.814, Loss: 0.385 Epoch 11 Batch 199/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.809, Loss: 0.371 Epoch 11 Batch 200/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.807, Loss: 0.396 Epoch 11 Batch 201/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.808, Loss: 0.367 Epoch 11 Batch 202/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.803, Loss: 0.406 Epoch 11 Batch 203/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.800, Loss: 0.394 Epoch 11 Batch 204/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.798, Loss: 0.410 Epoch 11 Batch 205/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.810, Loss: 0.410 Epoch 11 Batch 206/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.805, Loss: 0.396 Epoch 11 Batch 207/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.799, Loss: 0.398 Epoch 11 Batch 208/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.800, Loss: 0.385 Epoch 11 Batch 209/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.794, Loss: 0.353 Epoch 11 Batch 210/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.800, Loss: 0.395 Epoch 11 Batch 211/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.797, Loss: 0.389 Epoch 11 Batch 212/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.794, Loss: 0.364 Epoch 11 Batch 213/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.791, Loss: 0.358 Epoch 11 Batch 214/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.797, Loss: 0.380 Epoch 11 Batch 215/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.797, Loss: 0.401 Epoch 11 Batch 216/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.806, Loss: 0.412 Epoch 11 Batch 217/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.800, Loss: 0.375 Epoch 11 Batch 218/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.794, Loss: 0.410 Epoch 11 Batch 219/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.795, Loss: 0.408 Epoch 11 Batch 220/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.799, Loss: 0.383 Epoch 11 Batch 221/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.797, Loss: 0.389 Epoch 11 Batch 222/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.797, Loss: 0.405 Epoch 11 Batch 223/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.797, Loss: 0.345 Epoch 11 Batch 224/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.795, Loss: 0.385 Epoch 11 Batch 225/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.795, Loss: 0.390 Epoch 11 Batch 226/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.801, Loss: 0.380 Epoch 11 Batch 227/1077 - Train Accuracy: 0.769, Validation Accuracy: 0.806, Loss: 0.439 Epoch 11 Batch 228/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.808, Loss: 0.381 Epoch 11 Batch 229/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.810, Loss: 0.409 Epoch 11 Batch 230/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.811, Loss: 0.360 Epoch 11 Batch 231/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.812, Loss: 0.401 Epoch 11 Batch 232/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.819, Loss: 0.394 Epoch 11 Batch 233/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.818, Loss: 0.445 Epoch 11 Batch 234/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.818, Loss: 0.400 Epoch 11 Batch 235/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.813, Loss: 0.368 Epoch 11 Batch 236/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.812, Loss: 0.390 Epoch 11 Batch 237/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.813, Loss: 0.357 Epoch 11 Batch 238/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.813, Loss: 0.396 Epoch 11 Batch 239/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.809, Loss: 0.351 Epoch 11 Batch 240/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.806, Loss: 0.368 Epoch 11 Batch 241/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.806, Loss: 0.356 Epoch 11 Batch 242/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.814, Loss: 0.376 Epoch 11 Batch 243/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.815, Loss: 0.410 Epoch 11 Batch 244/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.814, Loss: 0.384 Epoch 11 Batch 245/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.810, Loss: 0.349 Epoch 11 Batch 246/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.811, Loss: 0.375 Epoch 11 Batch 247/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.816, Loss: 0.370 Epoch 11 Batch 248/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.821, Loss: 0.370 Epoch 11 Batch 249/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.822, Loss: 0.373 Epoch 11 Batch 250/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.822, Loss: 0.368 Epoch 11 Batch 251/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.820, Loss: 0.390 Epoch 11 Batch 252/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.828, Loss: 0.364 Epoch 11 Batch 253/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.830, Loss: 0.389 Epoch 11 Batch 254/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.828, Loss: 0.392 Epoch 11 Batch 255/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.828, Loss: 0.394 Epoch 11 Batch 256/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.828, Loss: 0.412 Epoch 11 Batch 257/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.828, Loss: 0.376 Epoch 11 Batch 258/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.831, Loss: 0.367 Epoch 11 Batch 259/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.379 Epoch 11 Batch 260/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.811, Loss: 0.372 Epoch 11 Batch 261/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.810, Loss: 0.372 Epoch 11 Batch 262/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.806, Loss: 0.390 Epoch 11 Batch 263/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.803, Loss: 0.375 Epoch 11 Batch 264/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.798, Loss: 0.401 Epoch 11 Batch 265/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.792, Loss: 0.409 Epoch 11 Batch 266/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.792, Loss: 0.395 Epoch 11 Batch 267/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.799, Loss: 0.376 Epoch 11 Batch 268/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.795, Loss: 0.390 Epoch 11 Batch 269/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.797, Loss: 0.424 Epoch 11 Batch 270/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.793, Loss: 0.423 Epoch 11 Batch 271/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.788, Loss: 0.371 Epoch 11 Batch 272/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.788, Loss: 0.443 Epoch 11 Batch 273/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.782, Loss: 0.368 Epoch 11 Batch 274/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.781, Loss: 0.382 Epoch 11 Batch 275/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.785, Loss: 0.403 Epoch 11 Batch 276/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.779, Loss: 0.431 Epoch 11 Batch 277/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.771, Loss: 0.360 Epoch 11 Batch 278/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.772, Loss: 0.424 Epoch 11 Batch 279/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.769, Loss: 0.441 Epoch 11 Batch 280/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.771, Loss: 0.416 Epoch 11 Batch 281/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.788, Loss: 0.402 Epoch 11 Batch 282/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.789, Loss: 0.432 Epoch 11 Batch 283/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.786, Loss: 0.396 Epoch 11 Batch 284/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.801, Loss: 0.423 Epoch 11 Batch 285/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.799, Loss: 0.383 Epoch 11 Batch 286/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.801, Loss: 0.364 Epoch 11 Batch 287/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.801, Loss: 0.397 Epoch 11 Batch 288/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.804, Loss: 0.426 Epoch 11 Batch 289/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.808, Loss: 0.390 Epoch 11 Batch 290/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.803, Loss: 0.440 Epoch 11 Batch 291/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.804, Loss: 0.385 Epoch 11 Batch 292/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.805, Loss: 0.374 Epoch 11 Batch 293/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.798, Loss: 0.419 Epoch 11 Batch 294/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.796, Loss: 0.388 Epoch 11 Batch 295/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.795, Loss: 0.408 Epoch 11 Batch 296/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.793, Loss: 0.377 Epoch 11 Batch 297/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.797, Loss: 0.420 Epoch 11 Batch 298/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.793, Loss: 0.417 Epoch 11 Batch 299/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.789, Loss: 0.361 Epoch 11 Batch 300/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.788, Loss: 0.407 Epoch 11 Batch 301/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.789, Loss: 0.375 Epoch 11 Batch 302/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.788, Loss: 0.395 Epoch 11 Batch 303/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.795, Loss: 0.418 Epoch 11 Batch 304/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.802, Loss: 0.359 Epoch 11 Batch 305/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.811, Loss: 0.384 Epoch 11 Batch 306/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.812, Loss: 0.389 Epoch 11 Batch 307/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.809, Loss: 0.387 Epoch 11 Batch 308/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.810, Loss: 0.422 Epoch 11 Batch 309/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.811, Loss: 0.350 Epoch 11 Batch 310/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.808, Loss: 0.396 Epoch 11 Batch 311/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.808, Loss: 0.360 Epoch 11 Batch 312/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.808, Loss: 0.423 Epoch 11 Batch 313/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.810, Loss: 0.381 Epoch 11 Batch 314/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.803, Loss: 0.392 Epoch 11 Batch 315/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.806, Loss: 0.383 Epoch 11 Batch 316/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.803, Loss: 0.366 Epoch 11 Batch 317/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.798, Loss: 0.433 Epoch 11 Batch 318/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.797, Loss: 0.392 Epoch 11 Batch 319/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.798, Loss: 0.398 Epoch 11 Batch 320/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.799, Loss: 0.387 Epoch 11 Batch 321/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.808, Loss: 0.402 Epoch 11 Batch 322/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.371 Epoch 11 Batch 323/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.811, Loss: 0.382 Epoch 11 Batch 324/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.803, Loss: 0.393 Epoch 11 Batch 325/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.807, Loss: 0.368 Epoch 11 Batch 326/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.802, Loss: 0.374 Epoch 11 Batch 327/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.799, Loss: 0.417 Epoch 11 Batch 328/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.794, Loss: 0.399 Epoch 11 Batch 329/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.793, Loss: 0.419 Epoch 11 Batch 330/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.798, Loss: 0.390 Epoch 11 Batch 331/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.806, Loss: 0.408 Epoch 11 Batch 332/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.806, Loss: 0.343 Epoch 11 Batch 333/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.802, Loss: 0.403 Epoch 11 Batch 334/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.797, Loss: 0.388 Epoch 11 Batch 335/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.816, Loss: 0.355 Epoch 11 Batch 336/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.820, Loss: 0.413 Epoch 11 Batch 337/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.818, Loss: 0.419 Epoch 11 Batch 338/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.817, Loss: 0.416 Epoch 11 Batch 339/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.818, Loss: 0.384 Epoch 11 Batch 340/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.815, Loss: 0.408 Epoch 11 Batch 341/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.816, Loss: 0.420 Epoch 11 Batch 342/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.812, Loss: 0.384 Epoch 11 Batch 343/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.812, Loss: 0.386 Epoch 11 Batch 344/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.813, Loss: 0.377 Epoch 11 Batch 345/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.817, Loss: 0.380 Epoch 11 Batch 346/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.812, Loss: 0.398 Epoch 11 Batch 347/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.808, Loss: 0.365 Epoch 11 Batch 348/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.800, Loss: 0.367 Epoch 11 Batch 349/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.795, Loss: 0.388 Epoch 11 Batch 350/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.797, Loss: 0.403 Epoch 11 Batch 351/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.793, Loss: 0.407 Epoch 11 Batch 352/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.797, Loss: 0.410 Epoch 11 Batch 353/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.789, Loss: 0.424 Epoch 11 Batch 354/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.797, Loss: 0.423 Epoch 11 Batch 355/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.797, Loss: 0.387 Epoch 11 Batch 356/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.790, Loss: 0.396 Epoch 11 Batch 357/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.791, Loss: 0.374 Epoch 11 Batch 358/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.794, Loss: 0.400 Epoch 11 Batch 359/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.796, Loss: 0.398 Epoch 11 Batch 360/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.800, Loss: 0.384 Epoch 11 Batch 361/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.401 Epoch 11 Batch 362/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.805, Loss: 0.400 Epoch 11 Batch 363/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.810, Loss: 0.419 Epoch 11 Batch 364/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.810, Loss: 0.419 Epoch 11 Batch 365/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.801, Loss: 0.364 Epoch 11 Batch 366/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.801, Loss: 0.388 Epoch 11 Batch 367/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.797, Loss: 0.360 Epoch 11 Batch 368/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.801, Loss: 0.392 Epoch 11 Batch 369/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.812, Loss: 0.364 Epoch 11 Batch 370/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.815, Loss: 0.378 Epoch 11 Batch 371/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.818, Loss: 0.382 Epoch 11 Batch 372/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.814, Loss: 0.356 Epoch 11 Batch 373/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.811, Loss: 0.359 Epoch 11 Batch 374/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.806, Loss: 0.424 Epoch 11 Batch 375/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.806, Loss: 0.386 Epoch 11 Batch 376/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.800, Loss: 0.396 Epoch 11 Batch 377/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.804, Loss: 0.397 Epoch 11 Batch 378/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.803, Loss: 0.362 Epoch 11 Batch 379/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.810, Loss: 0.406 Epoch 11 Batch 380/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.815, Loss: 0.366 Epoch 11 Batch 381/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.816, Loss: 0.413 Epoch 11 Batch 382/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.814, Loss: 0.424 Epoch 11 Batch 383/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.819, Loss: 0.397 Epoch 11 Batch 384/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.826, Loss: 0.400 Epoch 11 Batch 385/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.824, Loss: 0.399 Epoch 11 Batch 386/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.820, Loss: 0.390 Epoch 11 Batch 387/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.821, Loss: 0.377 Epoch 11 Batch 388/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.821, Loss: 0.394 Epoch 11 Batch 389/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.821, Loss: 0.390 Epoch 11 Batch 390/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.821, Loss: 0.435 Epoch 11 Batch 391/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.803, Loss: 0.388 Epoch 11 Batch 392/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.797, Loss: 0.369 Epoch 11 Batch 393/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.798, Loss: 0.350 Epoch 11 Batch 394/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.791, Loss: 0.405 Epoch 11 Batch 395/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.788, Loss: 0.354 Epoch 11 Batch 396/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.791, Loss: 0.400 Epoch 11 Batch 397/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.791, Loss: 0.382 Epoch 11 Batch 398/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.788, Loss: 0.395 Epoch 11 Batch 399/1077 - Train Accuracy: 0.763, Validation Accuracy: 0.783, Loss: 0.405 Epoch 11 Batch 400/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.783, Loss: 0.410 Epoch 11 Batch 401/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.777, Loss: 0.386 Epoch 11 Batch 402/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.780, Loss: 0.375 Epoch 11 Batch 403/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.788, Loss: 0.427 Epoch 11 Batch 404/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.788, Loss: 0.352 Epoch 11 Batch 405/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.806, Loss: 0.407 Epoch 11 Batch 406/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.810, Loss: 0.368 Epoch 11 Batch 407/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.816, Loss: 0.410 Epoch 11 Batch 408/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.816, Loss: 0.413 Epoch 11 Batch 409/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.422 Epoch 11 Batch 410/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.820, Loss: 0.409 Epoch 11 Batch 411/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.816, Loss: 0.399 Epoch 11 Batch 412/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.820, Loss: 0.372 Epoch 11 Batch 413/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.392 Epoch 11 Batch 414/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.813, Loss: 0.410 Epoch 11 Batch 415/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.810, Loss: 0.397 Epoch 11 Batch 416/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.802, Loss: 0.362 Epoch 11 Batch 417/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.808, Loss: 0.415 Epoch 11 Batch 418/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.800, Loss: 0.383 Epoch 11 Batch 419/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.796, Loss: 0.396 Epoch 11 Batch 420/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.797, Loss: 0.365 Epoch 11 Batch 421/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.798, Loss: 0.419 Epoch 11 Batch 422/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.800, Loss: 0.367 Epoch 11 Batch 423/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.799, Loss: 0.381 Epoch 11 Batch 424/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.800, Loss: 0.390 Epoch 11 Batch 425/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.800, Loss: 0.370 Epoch 11 Batch 426/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.800, Loss: 0.406 Epoch 11 Batch 427/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.804, Loss: 0.385 Epoch 11 Batch 428/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.802, Loss: 0.378 Epoch 11 Batch 429/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.804, Loss: 0.388 Epoch 11 Batch 430/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.803, Loss: 0.372 Epoch 11 Batch 431/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.807, Loss: 0.381 Epoch 11 Batch 432/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.806, Loss: 0.384 Epoch 11 Batch 433/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.806, Loss: 0.387 Epoch 11 Batch 434/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.806, Loss: 0.380 Epoch 11 Batch 435/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.807, Loss: 0.424 Epoch 11 Batch 436/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.803, Loss: 0.381 Epoch 11 Batch 437/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.805, Loss: 0.394 Epoch 11 Batch 438/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.802, Loss: 0.381 Epoch 11 Batch 439/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.807, Loss: 0.405 Epoch 11 Batch 440/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.804, Loss: 0.396 Epoch 11 Batch 441/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.802, Loss: 0.380 Epoch 11 Batch 442/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.804, Loss: 0.368 Epoch 11 Batch 443/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.805, Loss: 0.386 Epoch 11 Batch 444/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.800, Loss: 0.387 Epoch 11 Batch 445/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.802, Loss: 0.393 Epoch 11 Batch 446/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.802, Loss: 0.335 Epoch 11 Batch 447/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.811, Loss: 0.421 Epoch 11 Batch 448/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.803, Loss: 0.413 Epoch 11 Batch 449/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.801, Loss: 0.414 Epoch 11 Batch 450/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.794, Loss: 0.407 Epoch 11 Batch 451/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.797, Loss: 0.360 Epoch 11 Batch 452/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.797, Loss: 0.387 Epoch 11 Batch 453/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.787, Loss: 0.376 Epoch 11 Batch 454/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.792, Loss: 0.384 Epoch 11 Batch 455/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.801, Loss: 0.396 Epoch 11 Batch 456/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.800, Loss: 0.390 Epoch 11 Batch 457/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.804, Loss: 0.366 Epoch 11 Batch 458/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.795, Loss: 0.412 Epoch 11 Batch 459/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.796, Loss: 0.390 Epoch 11 Batch 460/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.792, Loss: 0.393 Epoch 11 Batch 461/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.793, Loss: 0.375 Epoch 11 Batch 462/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.792, Loss: 0.380 Epoch 11 Batch 463/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.795, Loss: 0.396 Epoch 11 Batch 464/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.796, Loss: 0.376 Epoch 11 Batch 465/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.793, Loss: 0.428 Epoch 11 Batch 466/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.795, Loss: 0.369 Epoch 11 Batch 467/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.794, Loss: 0.379 Epoch 11 Batch 468/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.794, Loss: 0.401 Epoch 11 Batch 469/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.794, Loss: 0.387 Epoch 11 Batch 470/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.794, Loss: 0.407 Epoch 11 Batch 471/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.795, Loss: 0.367 Epoch 11 Batch 472/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.795, Loss: 0.378 Epoch 11 Batch 473/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.794, Loss: 0.391 Epoch 11 Batch 474/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.793, Loss: 0.398 Epoch 11 Batch 475/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.794, Loss: 0.381 Epoch 11 Batch 476/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.792, Loss: 0.392 Epoch 11 Batch 477/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.792, Loss: 0.377 Epoch 11 Batch 478/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.794, Loss: 0.406 Epoch 11 Batch 479/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.798, Loss: 0.403 Epoch 11 Batch 480/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.795, Loss: 0.391 Epoch 11 Batch 481/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.800, Loss: 0.378 Epoch 11 Batch 482/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.805, Loss: 0.425 Epoch 11 Batch 483/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.801, Loss: 0.398 Epoch 11 Batch 484/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.803, Loss: 0.403 Epoch 11 Batch 485/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.804, Loss: 0.412 Epoch 11 Batch 486/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.803, Loss: 0.375 Epoch 11 Batch 487/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.802, Loss: 0.389 Epoch 11 Batch 488/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.809, Loss: 0.398 Epoch 11 Batch 489/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.814, Loss: 0.371 Epoch 11 Batch 490/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.808, Loss: 0.402 Epoch 11 Batch 491/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.799, Loss: 0.372 Epoch 11 Batch 492/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.803, Loss: 0.405 Epoch 11 Batch 493/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.800, Loss: 0.357 Epoch 11 Batch 494/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.800, Loss: 0.379 Epoch 11 Batch 495/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.796, Loss: 0.376 Epoch 11 Batch 496/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.801, Loss: 0.388 Epoch 11 Batch 497/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.796, Loss: 0.428 Epoch 11 Batch 498/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.798, Loss: 0.385 Epoch 11 Batch 499/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.800, Loss: 0.371 Epoch 11 Batch 500/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.800, Loss: 0.371 Epoch 11 Batch 501/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.801, Loss: 0.400 Epoch 11 Batch 502/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.800, Loss: 0.399 Epoch 11 Batch 503/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.803, Loss: 0.387 Epoch 11 Batch 504/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.802, Loss: 0.403 Epoch 11 Batch 505/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.801, Loss: 0.341 Epoch 11 Batch 506/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.803, Loss: 0.401 Epoch 11 Batch 507/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.801, Loss: 0.399 Epoch 11 Batch 508/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.809, Loss: 0.379 Epoch 11 Batch 509/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.813, Loss: 0.420 Epoch 11 Batch 510/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.807, Loss: 0.397 Epoch 11 Batch 511/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.811, Loss: 0.406 Epoch 11 Batch 512/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.812, Loss: 0.383 Epoch 11 Batch 513/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.814, Loss: 0.404 Epoch 11 Batch 514/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.818, Loss: 0.388 Epoch 11 Batch 515/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.815, Loss: 0.393 Epoch 11 Batch 516/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.814, Loss: 0.355 Epoch 11 Batch 517/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.811, Loss: 0.381 Epoch 11 Batch 518/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.805, Loss: 0.358 Epoch 11 Batch 519/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.800, Loss: 0.400 Epoch 11 Batch 520/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.798, Loss: 0.366 Epoch 11 Batch 521/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.799, Loss: 0.384 Epoch 11 Batch 522/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.798, Loss: 0.414 Epoch 11 Batch 523/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.798, Loss: 0.402 Epoch 11 Batch 524/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.799, Loss: 0.389 Epoch 11 Batch 525/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.801, Loss: 0.396 Epoch 11 Batch 526/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.795, Loss: 0.404 Epoch 11 Batch 527/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.795, Loss: 0.384 Epoch 11 Batch 528/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.802, Loss: 0.404 Epoch 11 Batch 529/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.794, Loss: 0.351 Epoch 11 Batch 530/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.802, Loss: 0.396 Epoch 11 Batch 531/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.804, Loss: 0.375 Epoch 11 Batch 532/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.807, Loss: 0.410 Epoch 11 Batch 533/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.804, Loss: 0.397 Epoch 11 Batch 534/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.802, Loss: 0.406 Epoch 11 Batch 535/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.808, Loss: 0.383 Epoch 11 Batch 536/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.813, Loss: 0.369 Epoch 11 Batch 537/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.808, Loss: 0.394 Epoch 11 Batch 538/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.806, Loss: 0.364 Epoch 11 Batch 539/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.800, Loss: 0.405 Epoch 11 Batch 540/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.798, Loss: 0.356 Epoch 11 Batch 541/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.805, Loss: 0.391 Epoch 11 Batch 542/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.805, Loss: 0.400 Epoch 11 Batch 543/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.805, Loss: 0.399 Epoch 11 Batch 544/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.800, Loss: 0.384 Epoch 11 Batch 545/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.795, Loss: 0.409 Epoch 11 Batch 546/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.792, Loss: 0.409 Epoch 11 Batch 547/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.791, Loss: 0.381 Epoch 11 Batch 548/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.792, Loss: 0.397 Epoch 11 Batch 549/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.797, Loss: 0.434 Epoch 11 Batch 550/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.797, Loss: 0.427 Epoch 11 Batch 551/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.799, Loss: 0.408 Epoch 11 Batch 552/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.799, Loss: 0.401 Epoch 11 Batch 553/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.800, Loss: 0.416 Epoch 11 Batch 554/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.804, Loss: 0.406 Epoch 11 Batch 555/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.803, Loss: 0.371 Epoch 11 Batch 556/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.803, Loss: 0.378 Epoch 11 Batch 557/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.798, Loss: 0.368 Epoch 11 Batch 558/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.799, Loss: 0.382 Epoch 11 Batch 559/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.803, Loss: 0.408 Epoch 11 Batch 560/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.799, Loss: 0.384 Epoch 11 Batch 561/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.795, Loss: 0.377 Epoch 11 Batch 562/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.794, Loss: 0.366 Epoch 11 Batch 563/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.795, Loss: 0.398 Epoch 11 Batch 564/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.795, Loss: 0.407 Epoch 11 Batch 565/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.801, Loss: 0.407 Epoch 11 Batch 566/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.793, Loss: 0.420 Epoch 11 Batch 567/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.788, Loss: 0.405 Epoch 11 Batch 568/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.789, Loss: 0.381 Epoch 11 Batch 569/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.786, Loss: 0.398 Epoch 11 Batch 570/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.782, Loss: 0.422 Epoch 11 Batch 571/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.788, Loss: 0.362 Epoch 11 Batch 572/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.786, Loss: 0.363 Epoch 11 Batch 573/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.788, Loss: 0.405 Epoch 11 Batch 574/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.786, Loss: 0.396 Epoch 11 Batch 575/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.785, Loss: 0.398 Epoch 11 Batch 576/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.784, Loss: 0.394 Epoch 11 Batch 577/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.778, Loss: 0.416 Epoch 11 Batch 578/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.771, Loss: 0.390 Epoch 11 Batch 579/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.777, Loss: 0.393 Epoch 11 Batch 580/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.780, Loss: 0.349 Epoch 11 Batch 581/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.781, Loss: 0.371 Epoch 11 Batch 582/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.776, Loss: 0.392 Epoch 11 Batch 583/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.775, Loss: 0.394 Epoch 11 Batch 584/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.778, Loss: 0.397 Epoch 11 Batch 585/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.779, Loss: 0.352 Epoch 11 Batch 586/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.777, Loss: 0.416 Epoch 11 Batch 587/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.784, Loss: 0.364 Epoch 11 Batch 588/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.798, Loss: 0.382 Epoch 11 Batch 589/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.798, Loss: 0.391 Epoch 11 Batch 590/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.799, Loss: 0.407 Epoch 11 Batch 591/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.789, Loss: 0.367 Epoch 11 Batch 592/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.783, Loss: 0.394 Epoch 11 Batch 593/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.783, Loss: 0.393 Epoch 11 Batch 594/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.784, Loss: 0.399 Epoch 11 Batch 595/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.783, Loss: 0.401 Epoch 11 Batch 596/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.785, Loss: 0.401 Epoch 11 Batch 597/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.784, Loss: 0.389 Epoch 11 Batch 598/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.793, Loss: 0.379 Epoch 11 Batch 599/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.794, Loss: 0.435 Epoch 11 Batch 600/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.797, Loss: 0.378 Epoch 11 Batch 601/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.793, Loss: 0.363 Epoch 11 Batch 602/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.786, Loss: 0.378 Epoch 11 Batch 603/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.794, Loss: 0.387 Epoch 11 Batch 604/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.797, Loss: 0.403 Epoch 11 Batch 605/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.795, Loss: 0.430 Epoch 11 Batch 606/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.795, Loss: 0.368 Epoch 11 Batch 607/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.805, Loss: 0.366 Epoch 11 Batch 608/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.805, Loss: 0.408 Epoch 11 Batch 609/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.801, Loss: 0.416 Epoch 11 Batch 610/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.801, Loss: 0.413 Epoch 11 Batch 611/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.798, Loss: 0.404 Epoch 11 Batch 612/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.798, Loss: 0.366 Epoch 11 Batch 613/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.795, Loss: 0.403 Epoch 11 Batch 614/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.786, Loss: 0.361 Epoch 11 Batch 615/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.790, Loss: 0.382 Epoch 11 Batch 616/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.791, Loss: 0.414 Epoch 11 Batch 617/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.791, Loss: 0.381 Epoch 11 Batch 618/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.800, Loss: 0.396 Epoch 11 Batch 619/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.804, Loss: 0.381 Epoch 11 Batch 620/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.799, Loss: 0.383 Epoch 11 Batch 621/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.792, Loss: 0.387 Epoch 11 Batch 622/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.794, Loss: 0.410 Epoch 11 Batch 623/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.795, Loss: 0.410 Epoch 11 Batch 624/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.785, Loss: 0.361 Epoch 11 Batch 625/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.795, Loss: 0.380 Epoch 11 Batch 626/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.802, Loss: 0.328 Epoch 11 Batch 627/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.809, Loss: 0.380 Epoch 11 Batch 628/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.810, Loss: 0.406 Epoch 11 Batch 629/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.806, Loss: 0.410 Epoch 11 Batch 630/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.806, Loss: 0.375 Epoch 11 Batch 631/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.804, Loss: 0.367 Epoch 11 Batch 632/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.805, Loss: 0.383 Epoch 11 Batch 633/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.805, Loss: 0.395 Epoch 11 Batch 634/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.804, Loss: 0.339 Epoch 11 Batch 635/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.808, Loss: 0.423 Epoch 11 Batch 636/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.796, Loss: 0.379 Epoch 11 Batch 637/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.799, Loss: 0.401 Epoch 11 Batch 638/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.798, Loss: 0.382 Epoch 11 Batch 639/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.801, Loss: 0.386 Epoch 11 Batch 640/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.795, Loss: 0.367 Epoch 11 Batch 641/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.793, Loss: 0.369 Epoch 11 Batch 642/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.794, Loss: 0.401 Epoch 11 Batch 643/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.800, Loss: 0.361 Epoch 11 Batch 644/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.800, Loss: 0.369 Epoch 11 Batch 645/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.804, Loss: 0.373 Epoch 11 Batch 646/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.807, Loss: 0.375 Epoch 11 Batch 647/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.810, Loss: 0.375 Epoch 11 Batch 648/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.816, Loss: 0.361 Epoch 11 Batch 649/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.821, Loss: 0.396 Epoch 11 Batch 650/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.820, Loss: 0.402 Epoch 11 Batch 651/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.820, Loss: 0.374 Epoch 11 Batch 652/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.818, Loss: 0.410 Epoch 11 Batch 653/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.816, Loss: 0.386 Epoch 11 Batch 654/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.817, Loss: 0.377 Epoch 11 Batch 655/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.817, Loss: 0.406 Epoch 11 Batch 656/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.817, Loss: 0.380 Epoch 11 Batch 657/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.818, Loss: 0.402 Epoch 11 Batch 658/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.816, Loss: 0.377 Epoch 11 Batch 659/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.389 Epoch 11 Batch 660/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.388 Epoch 11 Batch 661/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.815, Loss: 0.345 Epoch 11 Batch 662/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.815, Loss: 0.350 Epoch 11 Batch 663/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.814, Loss: 0.358 Epoch 11 Batch 664/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.812, Loss: 0.373 Epoch 11 Batch 665/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.812, Loss: 0.390 Epoch 11 Batch 666/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.807, Loss: 0.418 Epoch 11 Batch 667/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.803, Loss: 0.415 Epoch 11 Batch 668/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.809, Loss: 0.374 Epoch 11 Batch 669/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.799, Loss: 0.360 Epoch 11 Batch 670/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.790, Loss: 0.344 Epoch 11 Batch 671/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.792, Loss: 0.398 Epoch 11 Batch 672/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.797, Loss: 0.381 Epoch 11 Batch 673/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.788, Loss: 0.360 Epoch 11 Batch 674/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.789, Loss: 0.379 Epoch 11 Batch 675/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.784, Loss: 0.387 Epoch 11 Batch 676/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.791, Loss: 0.368 Epoch 11 Batch 677/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.787, Loss: 0.422 Epoch 11 Batch 678/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.804, Loss: 0.372 Epoch 11 Batch 679/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.808, Loss: 0.395 Epoch 11 Batch 680/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.808, Loss: 0.360 Epoch 11 Batch 681/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.806, Loss: 0.403 Epoch 11 Batch 682/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.802, Loss: 0.388 Epoch 11 Batch 683/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.798, Loss: 0.382 Epoch 11 Batch 684/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.799, Loss: 0.367 Epoch 11 Batch 685/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.795, Loss: 0.414 Epoch 11 Batch 686/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.799, Loss: 0.357 Epoch 11 Batch 687/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.795, Loss: 0.416 Epoch 11 Batch 688/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.797, Loss: 0.369 Epoch 11 Batch 689/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.801, Loss: 0.360 Epoch 11 Batch 690/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.801, Loss: 0.379 Epoch 11 Batch 691/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.802, Loss: 0.412 Epoch 11 Batch 692/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.802, Loss: 0.369 Epoch 11 Batch 693/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.800, Loss: 0.436 Epoch 11 Batch 694/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.799, Loss: 0.400 Epoch 11 Batch 695/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.805, Loss: 0.362 Epoch 11 Batch 696/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.802, Loss: 0.421 Epoch 11 Batch 697/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.800, Loss: 0.380 Epoch 11 Batch 698/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.805, Loss: 0.374 Epoch 11 Batch 699/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.810, Loss: 0.398 Epoch 11 Batch 700/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.814, Loss: 0.358 Epoch 11 Batch 701/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.802, Loss: 0.393 Epoch 11 Batch 702/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.799, Loss: 0.386 Epoch 11 Batch 703/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.808, Loss: 0.399 Epoch 11 Batch 704/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.805, Loss: 0.406 Epoch 11 Batch 705/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.811, Loss: 0.413 Epoch 11 Batch 706/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.821, Loss: 0.409 Epoch 11 Batch 707/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.373 Epoch 11 Batch 708/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.817, Loss: 0.385 Epoch 11 Batch 709/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.816, Loss: 0.418 Epoch 11 Batch 710/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.820, Loss: 0.380 Epoch 11 Batch 711/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.819, Loss: 0.418 Epoch 11 Batch 712/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.818, Loss: 0.392 Epoch 11 Batch 713/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.358 Epoch 11 Batch 714/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.814, Loss: 0.380 Epoch 11 Batch 715/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.815, Loss: 0.411 Epoch 11 Batch 716/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.800, Loss: 0.370 Epoch 11 Batch 717/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.794, Loss: 0.397 Epoch 11 Batch 718/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.799, Loss: 0.404 Epoch 11 Batch 719/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.798, Loss: 0.359 Epoch 11 Batch 720/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.799, Loss: 0.414 Epoch 11 Batch 721/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.798, Loss: 0.390 Epoch 11 Batch 722/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.795, Loss: 0.385 Epoch 11 Batch 723/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.792, Loss: 0.381 Epoch 11 Batch 724/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.795, Loss: 0.421 Epoch 11 Batch 725/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.795, Loss: 0.357 Epoch 11 Batch 726/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.793, Loss: 0.367 Epoch 11 Batch 727/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.796, Loss: 0.339 Epoch 11 Batch 728/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.800, Loss: 0.399 Epoch 11 Batch 729/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.804, Loss: 0.411 Epoch 11 Batch 730/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.808, Loss: 0.389 Epoch 11 Batch 731/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.810, Loss: 0.392 Epoch 11 Batch 732/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.809, Loss: 0.414 Epoch 11 Batch 733/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.815, Loss: 0.382 Epoch 11 Batch 734/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.817, Loss: 0.409 Epoch 11 Batch 735/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.814, Loss: 0.373 Epoch 11 Batch 736/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.815, Loss: 0.368 Epoch 11 Batch 737/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.811, Loss: 0.422 Epoch 11 Batch 738/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.816, Loss: 0.339 Epoch 11 Batch 739/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.814, Loss: 0.367 Epoch 11 Batch 740/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.809, Loss: 0.373 Epoch 11 Batch 741/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.805, Loss: 0.396 Epoch 11 Batch 742/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.810, Loss: 0.396 Epoch 11 Batch 743/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.807, Loss: 0.411 Epoch 11 Batch 744/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.807, Loss: 0.364 Epoch 11 Batch 745/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.805, Loss: 0.401 Epoch 11 Batch 746/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.799, Loss: 0.376 Epoch 11 Batch 747/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.803, Loss: 0.351 Epoch 11 Batch 748/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.803, Loss: 0.365 Epoch 11 Batch 749/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.800, Loss: 0.379 Epoch 11 Batch 750/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.800, Loss: 0.363 Epoch 11 Batch 751/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.805, Loss: 0.371 Epoch 11 Batch 752/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.794, Loss: 0.341 Epoch 11 Batch 753/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.800, Loss: 0.357 Epoch 11 Batch 754/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.808, Loss: 0.400 Epoch 11 Batch 755/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.800, Loss: 0.385 Epoch 11 Batch 756/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.802, Loss: 0.365 Epoch 11 Batch 757/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.798, Loss: 0.382 Epoch 11 Batch 758/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.797, Loss: 0.346 Epoch 11 Batch 759/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.801, Loss: 0.332 Epoch 11 Batch 760/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.804, Loss: 0.409 Epoch 11 Batch 761/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.802, Loss: 0.393 Epoch 11 Batch 762/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.804, Loss: 0.359 Epoch 11 Batch 763/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.804, Loss: 0.363 Epoch 11 Batch 764/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.804, Loss: 0.394 Epoch 11 Batch 765/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.803, Loss: 0.370 Epoch 11 Batch 766/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.812, Loss: 0.404 Epoch 11 Batch 767/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.383 Epoch 11 Batch 768/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.810, Loss: 0.372 Epoch 11 Batch 769/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.809, Loss: 0.389 Epoch 11 Batch 770/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.805, Loss: 0.350 Epoch 11 Batch 771/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.806, Loss: 0.390 Epoch 11 Batch 772/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.803, Loss: 0.383 Epoch 11 Batch 773/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.807, Loss: 0.372 Epoch 11 Batch 774/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.810, Loss: 0.397 Epoch 11 Batch 775/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.813, Loss: 0.372 Epoch 11 Batch 776/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.814, Loss: 0.382 Epoch 11 Batch 777/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.823, Loss: 0.373 Epoch 11 Batch 778/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.365 Epoch 11 Batch 779/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.815, Loss: 0.374 Epoch 11 Batch 780/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.815, Loss: 0.413 Epoch 11 Batch 781/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.809, Loss: 0.357 Epoch 11 Batch 782/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.809, Loss: 0.372 Epoch 11 Batch 783/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.805, Loss: 0.383 Epoch 11 Batch 784/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.807, Loss: 0.368 Epoch 11 Batch 785/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.807, Loss: 0.349 Epoch 11 Batch 786/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.812, Loss: 0.371 Epoch 11 Batch 787/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.811, Loss: 0.372 Epoch 11 Batch 788/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.809, Loss: 0.361 Epoch 11 Batch 789/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.812, Loss: 0.385 Epoch 11 Batch 790/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.817, Loss: 0.408 Epoch 11 Batch 791/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.813, Loss: 0.400 Epoch 11 Batch 792/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.814, Loss: 0.381 Epoch 11 Batch 793/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.819, Loss: 0.379 Epoch 11 Batch 794/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.818, Loss: 0.381 Epoch 11 Batch 795/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.832, Loss: 0.398 Epoch 11 Batch 796/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.390 Epoch 11 Batch 797/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.820, Loss: 0.373 Epoch 11 Batch 798/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.810, Loss: 0.392 Epoch 11 Batch 799/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.805, Loss: 0.443 Epoch 11 Batch 800/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.806, Loss: 0.382 Epoch 11 Batch 801/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.805, Loss: 0.382 Epoch 11 Batch 802/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.805, Loss: 0.386 Epoch 11 Batch 803/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.808, Loss: 0.390 Epoch 11 Batch 804/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.803, Loss: 0.389 Epoch 11 Batch 805/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.789, Loss: 0.393 Epoch 11 Batch 806/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.788, Loss: 0.373 Epoch 11 Batch 807/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.792, Loss: 0.368 Epoch 11 Batch 808/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.794, Loss: 0.403 Epoch 11 Batch 809/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.791, Loss: 0.397 Epoch 11 Batch 810/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.788, Loss: 0.370 Epoch 11 Batch 811/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.787, Loss: 0.359 Epoch 11 Batch 812/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.787, Loss: 0.405 Epoch 11 Batch 813/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.794, Loss: 0.365 Epoch 11 Batch 814/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.798, Loss: 0.390 Epoch 11 Batch 815/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.798, Loss: 0.371 Epoch 11 Batch 816/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.797, Loss: 0.389 Epoch 11 Batch 817/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.799, Loss: 0.418 Epoch 11 Batch 818/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.796, Loss: 0.410 Epoch 11 Batch 819/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.797, Loss: 0.387 Epoch 11 Batch 820/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.805, Loss: 0.401 Epoch 11 Batch 821/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.800, Loss: 0.389 Epoch 11 Batch 822/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.809, Loss: 0.398 Epoch 11 Batch 823/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.376 Epoch 11 Batch 824/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.812, Loss: 0.390 Epoch 11 Batch 825/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.811, Loss: 0.380 Epoch 11 Batch 826/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.814, Loss: 0.362 Epoch 11 Batch 827/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.816, Loss: 0.429 Epoch 11 Batch 828/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.824, Loss: 0.405 Epoch 11 Batch 829/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.818, Loss: 0.413 Epoch 11 Batch 830/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.808, Loss: 0.390 Epoch 11 Batch 831/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.808, Loss: 0.400 Epoch 11 Batch 832/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.809, Loss: 0.384 Epoch 11 Batch 833/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.806, Loss: 0.374 Epoch 11 Batch 834/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.805, Loss: 0.368 Epoch 11 Batch 835/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.801, Loss: 0.397 Epoch 11 Batch 836/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.799, Loss: 0.404 Epoch 11 Batch 837/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.804, Loss: 0.422 Epoch 11 Batch 838/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.804, Loss: 0.381 Epoch 11 Batch 839/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.811, Loss: 0.368 Epoch 11 Batch 840/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.806, Loss: 0.372 Epoch 11 Batch 841/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.808, Loss: 0.391 Epoch 11 Batch 842/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.805, Loss: 0.376 Epoch 11 Batch 843/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.805, Loss: 0.379 Epoch 11 Batch 844/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.812, Loss: 0.368 Epoch 11 Batch 845/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.808, Loss: 0.364 Epoch 11 Batch 846/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.815, Loss: 0.374 Epoch 11 Batch 847/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.816, Loss: 0.405 Epoch 11 Batch 848/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.814, Loss: 0.382 Epoch 11 Batch 849/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.811, Loss: 0.383 Epoch 11 Batch 850/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.811, Loss: 0.410 Epoch 11 Batch 851/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.816, Loss: 0.358 Epoch 11 Batch 852/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.823, Loss: 0.396 Epoch 11 Batch 853/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.822, Loss: 0.357 Epoch 11 Batch 854/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.825, Loss: 0.408 Epoch 11 Batch 855/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.826, Loss: 0.392 Epoch 11 Batch 856/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.821, Loss: 0.395 Epoch 11 Batch 857/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.816, Loss: 0.371 Epoch 11 Batch 858/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.810, Loss: 0.361 Epoch 11 Batch 859/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.810, Loss: 0.402 Epoch 11 Batch 860/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.810, Loss: 0.370 Epoch 11 Batch 861/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.810, Loss: 0.375 Epoch 11 Batch 862/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.809, Loss: 0.382 Epoch 11 Batch 863/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.359 Epoch 11 Batch 864/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.810, Loss: 0.366 Epoch 11 Batch 865/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.810, Loss: 0.358 Epoch 11 Batch 866/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.806, Loss: 0.375 Epoch 11 Batch 867/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.794, Loss: 0.436 Epoch 11 Batch 868/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.794, Loss: 0.371 Epoch 11 Batch 869/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.795, Loss: 0.391 Epoch 11 Batch 870/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.795, Loss: 0.404 Epoch 11 Batch 871/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.792, Loss: 0.375 Epoch 11 Batch 872/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.795, Loss: 0.357 Epoch 11 Batch 873/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.805, Loss: 0.393 Epoch 11 Batch 874/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.799, Loss: 0.419 Epoch 11 Batch 875/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.805, Loss: 0.394 Epoch 11 Batch 876/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.809, Loss: 0.386 Epoch 11 Batch 877/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.814, Loss: 0.379 Epoch 11 Batch 878/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.812, Loss: 0.384 Epoch 11 Batch 879/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.811, Loss: 0.362 Epoch 11 Batch 880/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.821, Loss: 0.375 Epoch 11 Batch 881/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.821, Loss: 0.404 Epoch 11 Batch 882/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.417 Epoch 11 Batch 883/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.811, Loss: 0.460 Epoch 11 Batch 884/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.819, Loss: 0.380 Epoch 11 Batch 885/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.818, Loss: 0.330 Epoch 11 Batch 886/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.815, Loss: 0.391 Epoch 11 Batch 887/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.388 Epoch 11 Batch 888/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.816, Loss: 0.362 Epoch 11 Batch 889/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.817, Loss: 0.393 Epoch 11 Batch 890/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.815, Loss: 0.348 Epoch 11 Batch 891/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.814, Loss: 0.413 Epoch 11 Batch 892/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.812, Loss: 0.360 Epoch 11 Batch 893/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.800, Loss: 0.386 Epoch 11 Batch 894/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.798, Loss: 0.358 Epoch 11 Batch 895/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.801, Loss: 0.378 Epoch 11 Batch 896/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.807, Loss: 0.414 Epoch 11 Batch 897/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.812, Loss: 0.341 Epoch 11 Batch 898/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.812, Loss: 0.368 Epoch 11 Batch 899/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.812, Loss: 0.378 Epoch 11 Batch 900/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.812, Loss: 0.408 Epoch 11 Batch 901/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.819, Loss: 0.400 Epoch 11 Batch 902/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.822, Loss: 0.397 Epoch 11 Batch 903/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.823, Loss: 0.376 Epoch 11 Batch 904/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.815, Loss: 0.387 Epoch 11 Batch 905/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.824, Loss: 0.375 Epoch 11 Batch 906/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.821, Loss: 0.363 Epoch 11 Batch 907/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.824, Loss: 0.380 Epoch 11 Batch 908/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.818, Loss: 0.397 Epoch 11 Batch 909/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.814, Loss: 0.381 Epoch 11 Batch 910/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.822, Loss: 0.377 Epoch 11 Batch 911/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.812, Loss: 0.331 Epoch 11 Batch 912/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.807, Loss: 0.376 Epoch 11 Batch 913/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.430 Epoch 11 Batch 914/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.808, Loss: 0.370 Epoch 11 Batch 915/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.810, Loss: 0.410 Epoch 11 Batch 916/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.812, Loss: 0.414 Epoch 11 Batch 917/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.390 Epoch 11 Batch 918/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.808, Loss: 0.368 Epoch 11 Batch 919/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.808, Loss: 0.372 Epoch 11 Batch 920/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.805, Loss: 0.390 Epoch 11 Batch 921/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.804, Loss: 0.395 Epoch 11 Batch 922/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.805, Loss: 0.367 Epoch 11 Batch 923/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.798, Loss: 0.385 Epoch 11 Batch 924/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.802, Loss: 0.426 Epoch 11 Batch 925/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.797, Loss: 0.372 Epoch 11 Batch 926/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.794, Loss: 0.390 Epoch 11 Batch 927/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.793, Loss: 0.407 Epoch 11 Batch 928/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.800, Loss: 0.381 Epoch 11 Batch 929/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.805, Loss: 0.398 Epoch 11 Batch 930/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.804, Loss: 0.372 Epoch 11 Batch 931/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.806, Loss: 0.360 Epoch 11 Batch 932/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.804, Loss: 0.376 Epoch 11 Batch 933/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.807, Loss: 0.394 Epoch 11 Batch 934/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.807, Loss: 0.395 Epoch 11 Batch 935/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.806, Loss: 0.389 Epoch 11 Batch 936/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.803, Loss: 0.396 Epoch 11 Batch 937/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.801, Loss: 0.406 Epoch 11 Batch 938/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.803, Loss: 0.417 Epoch 11 Batch 939/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.806, Loss: 0.378 Epoch 11 Batch 940/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.809, Loss: 0.372 Epoch 11 Batch 941/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.805, Loss: 0.368 Epoch 11 Batch 942/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.811, Loss: 0.391 Epoch 11 Batch 943/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.810, Loss: 0.384 Epoch 11 Batch 944/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.811, Loss: 0.370 Epoch 11 Batch 945/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.812, Loss: 0.364 Epoch 11 Batch 946/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.803, Loss: 0.380 Epoch 11 Batch 947/1077 - Train Accuracy: 0.756, Validation Accuracy: 0.808, Loss: 0.415 Epoch 11 Batch 948/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.811, Loss: 0.381 Epoch 11 Batch 949/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.815, Loss: 0.342 Epoch 11 Batch 950/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.809, Loss: 0.353 Epoch 11 Batch 951/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.809, Loss: 0.364 Epoch 11 Batch 952/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.814, Loss: 0.370 Epoch 11 Batch 953/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.816, Loss: 0.387 Epoch 11 Batch 954/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.809, Loss: 0.394 Epoch 11 Batch 955/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.807, Loss: 0.412 Epoch 11 Batch 956/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.798, Loss: 0.383 Epoch 11 Batch 957/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.792, Loss: 0.377 Epoch 11 Batch 958/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.791, Loss: 0.365 Epoch 11 Batch 959/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.805, Loss: 0.365 Epoch 11 Batch 960/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.803, Loss: 0.372 Epoch 11 Batch 961/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.807, Loss: 0.397 Epoch 11 Batch 962/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.811, Loss: 0.380 Epoch 11 Batch 963/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.803, Loss: 0.423 Epoch 11 Batch 964/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.802, Loss: 0.347 Epoch 11 Batch 965/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.801, Loss: 0.416 Epoch 11 Batch 966/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.800, Loss: 0.341 Epoch 11 Batch 967/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.805, Loss: 0.361 Epoch 11 Batch 968/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.808, Loss: 0.417 Epoch 11 Batch 969/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.804, Loss: 0.402 Epoch 11 Batch 970/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.806, Loss: 0.385 Epoch 11 Batch 971/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.804, Loss: 0.372 Epoch 11 Batch 972/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.802, Loss: 0.386 Epoch 11 Batch 973/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.791, Loss: 0.357 Epoch 11 Batch 974/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.796, Loss: 0.368 Epoch 11 Batch 975/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.803, Loss: 0.370 Epoch 11 Batch 976/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.802, Loss: 0.366 Epoch 11 Batch 977/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.800, Loss: 0.365 Epoch 11 Batch 978/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.800, Loss: 0.394 Epoch 11 Batch 979/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.793, Loss: 0.420 Epoch 11 Batch 980/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.797, Loss: 0.370 Epoch 11 Batch 981/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.806, Loss: 0.382 Epoch 11 Batch 982/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.808, Loss: 0.350 Epoch 11 Batch 983/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.811, Loss: 0.410 Epoch 11 Batch 984/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.812, Loss: 0.409 Epoch 11 Batch 985/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.806, Loss: 0.351 Epoch 11 Batch 986/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.811, Loss: 0.396 Epoch 11 Batch 987/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.808, Loss: 0.368 Epoch 11 Batch 988/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.394 Epoch 11 Batch 989/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.811, Loss: 0.408 Epoch 11 Batch 990/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.797, Loss: 0.407 Epoch 11 Batch 991/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.807, Loss: 0.382 Epoch 11 Batch 992/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.805, Loss: 0.388 Epoch 11 Batch 993/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.807, Loss: 0.349 Epoch 11 Batch 994/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.803, Loss: 0.381 Epoch 11 Batch 995/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.809, Loss: 0.354 Epoch 11 Batch 996/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.813, Loss: 0.381 Epoch 11 Batch 997/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.812, Loss: 0.395 Epoch 11 Batch 998/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.816, Loss: 0.386 Epoch 11 Batch 999/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.813, Loss: 0.389 Epoch 11 Batch 1000/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.812, Loss: 0.365 Epoch 11 Batch 1001/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.811, Loss: 0.353 Epoch 11 Batch 1002/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.804, Loss: 0.352 Epoch 11 Batch 1003/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.804, Loss: 0.381 Epoch 11 Batch 1004/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.809, Loss: 0.384 Epoch 11 Batch 1005/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.807, Loss: 0.391 Epoch 11 Batch 1006/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.806, Loss: 0.364 Epoch 11 Batch 1007/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.804, Loss: 0.366 Epoch 11 Batch 1008/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.808, Loss: 0.427 Epoch 11 Batch 1009/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.806, Loss: 0.350 Epoch 11 Batch 1010/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.810, Loss: 0.409 Epoch 11 Batch 1011/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.811, Loss: 0.387 Epoch 11 Batch 1012/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.812, Loss: 0.345 Epoch 11 Batch 1013/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.808, Loss: 0.357 Epoch 11 Batch 1014/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.806, Loss: 0.400 Epoch 11 Batch 1015/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.794, Loss: 0.421 Epoch 11 Batch 1016/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.800, Loss: 0.390 Epoch 11 Batch 1017/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.791, Loss: 0.389 Epoch 11 Batch 1018/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.800, Loss: 0.365 Epoch 11 Batch 1019/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.801, Loss: 0.388 Epoch 11 Batch 1020/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.803, Loss: 0.368 Epoch 11 Batch 1021/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.812, Loss: 0.362 Epoch 11 Batch 1022/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.807, Loss: 0.365 Epoch 11 Batch 1023/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.815, Loss: 0.353 Epoch 11 Batch 1024/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.819, Loss: 0.439 Epoch 11 Batch 1025/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.811, Loss: 0.373 Epoch 11 Batch 1026/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.810, Loss: 0.372 Epoch 11 Batch 1027/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.810, Loss: 0.381 Epoch 11 Batch 1028/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.805, Loss: 0.371 Epoch 11 Batch 1029/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.804, Loss: 0.383 Epoch 11 Batch 1030/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.810, Loss: 0.373 Epoch 11 Batch 1031/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.816, Loss: 0.417 Epoch 11 Batch 1032/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.823, Loss: 0.390 Epoch 11 Batch 1033/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.823, Loss: 0.365 Epoch 11 Batch 1034/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.826, Loss: 0.381 Epoch 11 Batch 1035/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.828, Loss: 0.340 Epoch 11 Batch 1036/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.381 Epoch 11 Batch 1037/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.822, Loss: 0.385 Epoch 11 Batch 1038/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.813, Loss: 0.385 Epoch 11 Batch 1039/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.815, Loss: 0.342 Epoch 11 Batch 1040/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.803, Loss: 0.415 Epoch 11 Batch 1041/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.808, Loss: 0.402 Epoch 11 Batch 1042/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.808, Loss: 0.400 Epoch 11 Batch 1043/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.801, Loss: 0.380 Epoch 11 Batch 1044/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.799, Loss: 0.378 Epoch 11 Batch 1045/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.796, Loss: 0.390 Epoch 11 Batch 1046/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.797, Loss: 0.348 Epoch 11 Batch 1047/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.797, Loss: 0.372 Epoch 11 Batch 1048/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.798, Loss: 0.387 Epoch 11 Batch 1049/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.798, Loss: 0.405 Epoch 11 Batch 1050/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.803, Loss: 0.393 Epoch 11 Batch 1051/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.808, Loss: 0.388 Epoch 11 Batch 1052/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.805, Loss: 0.362 Epoch 11 Batch 1053/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.808, Loss: 0.381 Epoch 11 Batch 1054/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.809, Loss: 0.379 Epoch 11 Batch 1055/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.808, Loss: 0.378 Epoch 11 Batch 1056/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.807, Loss: 0.352 Epoch 11 Batch 1057/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.808, Loss: 0.405 Epoch 11 Batch 1058/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.812, Loss: 0.418 Epoch 11 Batch 1059/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.811, Loss: 0.430 Epoch 11 Batch 1060/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.811, Loss: 0.361 Epoch 11 Batch 1061/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.812, Loss: 0.392 Epoch 11 Batch 1062/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.809, Loss: 0.382 Epoch 11 Batch 1063/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.809, Loss: 0.376 Epoch 11 Batch 1064/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.804, Loss: 0.384 Epoch 11 Batch 1065/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.804, Loss: 0.385 Epoch 11 Batch 1066/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.809, Loss: 0.361 Epoch 11 Batch 1067/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.809, Loss: 0.382 Epoch 11 Batch 1068/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.807, Loss: 0.374 Epoch 11 Batch 1069/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.809, Loss: 0.342 Epoch 11 Batch 1070/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.808, Loss: 0.382 Epoch 11 Batch 1071/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.816, Loss: 0.390 Epoch 11 Batch 1072/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.812, Loss: 0.378 Epoch 11 Batch 1073/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.809, Loss: 0.402 Epoch 11 Batch 1074/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.813, Loss: 0.397 Epoch 11 Batch 1075/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.812, Loss: 0.413 Epoch 12 Batch 0/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.812, Loss: 0.361 Epoch 12 Batch 1/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.811, Loss: 0.376 Epoch 12 Batch 2/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.807, Loss: 0.387 Epoch 12 Batch 3/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.812, Loss: 0.372 Epoch 12 Batch 4/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.810, Loss: 0.394 Epoch 12 Batch 5/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.810, Loss: 0.400 Epoch 12 Batch 6/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.809, Loss: 0.400 Epoch 12 Batch 7/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.814, Loss: 0.354 Epoch 12 Batch 8/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.815, Loss: 0.366 Epoch 12 Batch 9/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.815, Loss: 0.368 Epoch 12 Batch 10/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.817, Loss: 0.396 Epoch 12 Batch 11/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.817, Loss: 0.387 Epoch 12 Batch 12/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.816, Loss: 0.386 Epoch 12 Batch 13/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.817, Loss: 0.377 Epoch 12 Batch 14/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.816, Loss: 0.361 Epoch 12 Batch 15/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.811, Loss: 0.363 Epoch 12 Batch 16/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.817, Loss: 0.392 Epoch 12 Batch 17/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.811, Loss: 0.356 Epoch 12 Batch 18/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.809, Loss: 0.370 Epoch 12 Batch 19/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.805, Loss: 0.371 Epoch 12 Batch 20/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.806, Loss: 0.350 Epoch 12 Batch 21/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.810, Loss: 0.416 Epoch 12 Batch 22/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.805, Loss: 0.394 Epoch 12 Batch 23/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.805, Loss: 0.371 Epoch 12 Batch 24/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.803, Loss: 0.373 Epoch 12 Batch 25/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.802, Loss: 0.348 Epoch 12 Batch 26/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.798, Loss: 0.407 Epoch 12 Batch 27/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.803, Loss: 0.348 Epoch 12 Batch 28/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.803, Loss: 0.367 Epoch 12 Batch 29/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.800, Loss: 0.358 Epoch 12 Batch 30/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.799, Loss: 0.358 Epoch 12 Batch 31/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.801, Loss: 0.383 Epoch 12 Batch 32/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.800, Loss: 0.347 Epoch 12 Batch 33/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.800, Loss: 0.333 Epoch 12 Batch 34/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.801, Loss: 0.374 Epoch 12 Batch 35/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.802, Loss: 0.383 Epoch 12 Batch 36/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.800, Loss: 0.368 Epoch 12 Batch 37/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.799, Loss: 0.389 Epoch 12 Batch 38/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.800, Loss: 0.419 Epoch 12 Batch 39/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.798, Loss: 0.420 Epoch 12 Batch 40/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.800, Loss: 0.382 Epoch 12 Batch 41/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.803, Loss: 0.371 Epoch 12 Batch 42/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.800, Loss: 0.389 Epoch 12 Batch 43/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.799, Loss: 0.363 Epoch 12 Batch 44/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.809, Loss: 0.405 Epoch 12 Batch 45/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.809, Loss: 0.383 Epoch 12 Batch 46/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.813, Loss: 0.404 Epoch 12 Batch 47/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.821, Loss: 0.372 Epoch 12 Batch 48/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.821, Loss: 0.423 Epoch 12 Batch 49/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.816, Loss: 0.399 Epoch 12 Batch 50/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.823, Loss: 0.399 Epoch 12 Batch 51/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.821, Loss: 0.361 Epoch 12 Batch 52/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.816, Loss: 0.380 Epoch 12 Batch 53/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.810, Loss: 0.394 Epoch 12 Batch 54/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.811, Loss: 0.432 Epoch 12 Batch 55/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.809, Loss: 0.371 Epoch 12 Batch 56/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.812, Loss: 0.356 Epoch 12 Batch 57/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.806, Loss: 0.337 Epoch 12 Batch 58/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.810, Loss: 0.364 Epoch 12 Batch 59/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.808, Loss: 0.388 Epoch 12 Batch 60/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.799, Loss: 0.369 Epoch 12 Batch 61/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.799, Loss: 0.389 Epoch 12 Batch 62/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.805, Loss: 0.408 Epoch 12 Batch 63/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.803, Loss: 0.350 Epoch 12 Batch 64/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.799, Loss: 0.363 Epoch 12 Batch 65/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.796, Loss: 0.384 Epoch 12 Batch 66/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.798, Loss: 0.359 Epoch 12 Batch 67/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.798, Loss: 0.364 Epoch 12 Batch 68/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.798, Loss: 0.412 Epoch 12 Batch 69/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.799, Loss: 0.416 Epoch 12 Batch 70/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.807, Loss: 0.370 Epoch 12 Batch 71/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.802, Loss: 0.372 Epoch 12 Batch 72/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.806, Loss: 0.393 Epoch 12 Batch 73/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.805, Loss: 0.390 Epoch 12 Batch 74/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.803, Loss: 0.363 Epoch 12 Batch 75/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.800, Loss: 0.397 Epoch 12 Batch 76/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.799, Loss: 0.342 Epoch 12 Batch 77/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.812, Loss: 0.389 Epoch 12 Batch 78/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.799, Loss: 0.403 Epoch 12 Batch 79/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.802, Loss: 0.375 Epoch 12 Batch 80/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.798, Loss: 0.374 Epoch 12 Batch 81/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.802, Loss: 0.365 Epoch 12 Batch 82/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.807, Loss: 0.343 Epoch 12 Batch 83/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.801, Loss: 0.404 Epoch 12 Batch 84/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.798, Loss: 0.382 Epoch 12 Batch 85/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.796, Loss: 0.356 Epoch 12 Batch 86/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.797, Loss: 0.377 Epoch 12 Batch 87/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.796, Loss: 0.418 Epoch 12 Batch 88/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.805, Loss: 0.395 Epoch 12 Batch 89/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.810, Loss: 0.388 Epoch 12 Batch 90/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.809, Loss: 0.399 Epoch 12 Batch 91/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.814, Loss: 0.331 Epoch 12 Batch 92/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.816, Loss: 0.390 Epoch 12 Batch 93/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.804, Loss: 0.384 Epoch 12 Batch 94/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.803, Loss: 0.364 Epoch 12 Batch 95/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.803, Loss: 0.411 Epoch 12 Batch 96/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.807, Loss: 0.363 Epoch 12 Batch 97/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.806, Loss: 0.380 Epoch 12 Batch 98/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.815, Loss: 0.367 Epoch 12 Batch 99/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.811, Loss: 0.380 Epoch 12 Batch 100/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.821, Loss: 0.380 Epoch 12 Batch 101/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.811, Loss: 0.379 Epoch 12 Batch 102/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.807, Loss: 0.368 Epoch 12 Batch 103/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.809, Loss: 0.442 Epoch 12 Batch 104/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.809, Loss: 0.397 Epoch 12 Batch 105/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.807, Loss: 0.376 Epoch 12 Batch 106/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.804, Loss: 0.427 Epoch 12 Batch 107/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.805, Loss: 0.371 Epoch 12 Batch 108/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.807, Loss: 0.340 Epoch 12 Batch 109/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.810, Loss: 0.375 Epoch 12 Batch 110/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.354 Epoch 12 Batch 111/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.394 Epoch 12 Batch 112/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.810, Loss: 0.361 Epoch 12 Batch 113/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.817, Loss: 0.393 Epoch 12 Batch 114/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.816, Loss: 0.356 Epoch 12 Batch 115/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.814, Loss: 0.407 Epoch 12 Batch 116/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.811, Loss: 0.394 Epoch 12 Batch 117/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.811, Loss: 0.400 Epoch 12 Batch 118/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.811, Loss: 0.405 Epoch 12 Batch 119/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.807, Loss: 0.388 Epoch 12 Batch 120/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.809, Loss: 0.393 Epoch 12 Batch 121/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.798, Loss: 0.375 Epoch 12 Batch 122/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.803, Loss: 0.354 Epoch 12 Batch 123/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.809, Loss: 0.332 Epoch 12 Batch 124/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.404 Epoch 12 Batch 125/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.822, Loss: 0.408 Epoch 12 Batch 126/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.822, Loss: 0.361 Epoch 12 Batch 127/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.816, Loss: 0.397 Epoch 12 Batch 128/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.816, Loss: 0.353 Epoch 12 Batch 129/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.816, Loss: 0.382 Epoch 12 Batch 130/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.813, Loss: 0.336 Epoch 12 Batch 131/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.809, Loss: 0.369 Epoch 12 Batch 132/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.802, Loss: 0.375 Epoch 12 Batch 133/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.802, Loss: 0.386 Epoch 12 Batch 134/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.804, Loss: 0.356 Epoch 12 Batch 135/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.806, Loss: 0.380 Epoch 12 Batch 136/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.804, Loss: 0.374 Epoch 12 Batch 137/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.809, Loss: 0.332 Epoch 12 Batch 138/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.806, Loss: 0.363 Epoch 12 Batch 139/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.809, Loss: 0.400 Epoch 12 Batch 140/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.813, Loss: 0.394 Epoch 12 Batch 141/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.809, Loss: 0.371 Epoch 12 Batch 142/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.811, Loss: 0.360 Epoch 12 Batch 143/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.803, Loss: 0.388 Epoch 12 Batch 144/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.798, Loss: 0.413 Epoch 12 Batch 145/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.799, Loss: 0.390 Epoch 12 Batch 146/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.805, Loss: 0.370 Epoch 12 Batch 147/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.812, Loss: 0.411 Epoch 12 Batch 148/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.817, Loss: 0.393 Epoch 12 Batch 149/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.817, Loss: 0.387 Epoch 12 Batch 150/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.363 Epoch 12 Batch 151/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.337 Epoch 12 Batch 152/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.822, Loss: 0.414 Epoch 12 Batch 153/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.826, Loss: 0.394 Epoch 12 Batch 154/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.832, Loss: 0.381 Epoch 12 Batch 155/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.832, Loss: 0.406 Epoch 12 Batch 156/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.831, Loss: 0.351 Epoch 12 Batch 157/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.828, Loss: 0.393 Epoch 12 Batch 158/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.819, Loss: 0.378 Epoch 12 Batch 159/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.810, Loss: 0.333 Epoch 12 Batch 160/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.806, Loss: 0.376 Epoch 12 Batch 161/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.805, Loss: 0.377 Epoch 12 Batch 162/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.806, Loss: 0.418 Epoch 12 Batch 163/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.808, Loss: 0.423 Epoch 12 Batch 164/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.801, Loss: 0.408 Epoch 12 Batch 165/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.810, Loss: 0.368 Epoch 12 Batch 166/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.805, Loss: 0.391 Epoch 12 Batch 167/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.810, Loss: 0.393 Epoch 12 Batch 168/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.808, Loss: 0.423 Epoch 12 Batch 169/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.805, Loss: 0.372 Epoch 12 Batch 170/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.801, Loss: 0.415 Epoch 12 Batch 171/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.801, Loss: 0.350 Epoch 12 Batch 172/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.801, Loss: 0.333 Epoch 12 Batch 173/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.806, Loss: 0.388 Epoch 12 Batch 174/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.808, Loss: 0.367 Epoch 12 Batch 175/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.807, Loss: 0.354 Epoch 12 Batch 176/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.808, Loss: 0.392 Epoch 12 Batch 177/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.809, Loss: 0.404 Epoch 12 Batch 178/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.808, Loss: 0.365 Epoch 12 Batch 179/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.816, Loss: 0.404 Epoch 12 Batch 180/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.804, Loss: 0.377 Epoch 12 Batch 181/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.806, Loss: 0.394 Epoch 12 Batch 182/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.807, Loss: 0.383 Epoch 12 Batch 183/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.805, Loss: 0.385 Epoch 12 Batch 184/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.809, Loss: 0.371 Epoch 12 Batch 185/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.810, Loss: 0.390 Epoch 12 Batch 186/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.807, Loss: 0.386 Epoch 12 Batch 187/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.809, Loss: 0.365 Epoch 12 Batch 188/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.814, Loss: 0.373 Epoch 12 Batch 189/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.812, Loss: 0.380 Epoch 12 Batch 190/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.815, Loss: 0.392 Epoch 12 Batch 191/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.809, Loss: 0.333 Epoch 12 Batch 192/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.803, Loss: 0.387 Epoch 12 Batch 193/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.806, Loss: 0.370 Epoch 12 Batch 194/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.811, Loss: 0.331 Epoch 12 Batch 195/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.812, Loss: 0.376 Epoch 12 Batch 196/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.821, Loss: 0.377 Epoch 12 Batch 197/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.817, Loss: 0.361 Epoch 12 Batch 198/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.815, Loss: 0.348 Epoch 12 Batch 199/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.820, Loss: 0.372 Epoch 12 Batch 200/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.819, Loss: 0.378 Epoch 12 Batch 201/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.815, Loss: 0.319 Epoch 12 Batch 202/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.811, Loss: 0.403 Epoch 12 Batch 203/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.819, Loss: 0.367 Epoch 12 Batch 204/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.815, Loss: 0.416 Epoch 12 Batch 205/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.822, Loss: 0.381 Epoch 12 Batch 206/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.825, Loss: 0.373 Epoch 12 Batch 207/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.825, Loss: 0.375 Epoch 12 Batch 208/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.366 Epoch 12 Batch 209/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.816, Loss: 0.340 Epoch 12 Batch 210/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.809, Loss: 0.399 Epoch 12 Batch 211/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.806, Loss: 0.363 Epoch 12 Batch 212/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.809, Loss: 0.341 Epoch 12 Batch 213/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.810, Loss: 0.340 Epoch 12 Batch 214/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.810, Loss: 0.371 Epoch 12 Batch 215/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.818, Loss: 0.400 Epoch 12 Batch 216/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.815, Loss: 0.351 Epoch 12 Batch 217/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.822, Loss: 0.370 Epoch 12 Batch 218/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.817, Loss: 0.429 Epoch 12 Batch 219/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.821, Loss: 0.379 Epoch 12 Batch 220/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.821, Loss: 0.371 Epoch 12 Batch 221/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.820, Loss: 0.395 Epoch 12 Batch 222/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.821, Loss: 0.392 Epoch 12 Batch 223/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.825, Loss: 0.348 Epoch 12 Batch 224/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.826, Loss: 0.381 Epoch 12 Batch 225/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.810, Loss: 0.388 Epoch 12 Batch 226/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.809, Loss: 0.377 Epoch 12 Batch 227/1077 - Train Accuracy: 0.765, Validation Accuracy: 0.813, Loss: 0.422 Epoch 12 Batch 228/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.814, Loss: 0.373 Epoch 12 Batch 229/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.812, Loss: 0.380 Epoch 12 Batch 230/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.812, Loss: 0.355 Epoch 12 Batch 231/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.807, Loss: 0.389 Epoch 12 Batch 232/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.808, Loss: 0.379 Epoch 12 Batch 233/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.807, Loss: 0.425 Epoch 12 Batch 234/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.808, Loss: 0.402 Epoch 12 Batch 235/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.799, Loss: 0.336 Epoch 12 Batch 236/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.803, Loss: 0.410 Epoch 12 Batch 237/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.800, Loss: 0.347 Epoch 12 Batch 238/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.804, Loss: 0.375 Epoch 12 Batch 239/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.812, Loss: 0.338 Epoch 12 Batch 240/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.809, Loss: 0.356 Epoch 12 Batch 241/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.340 Epoch 12 Batch 242/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.821, Loss: 0.370 Epoch 12 Batch 243/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.373 Epoch 12 Batch 244/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.822, Loss: 0.357 Epoch 12 Batch 245/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.816, Loss: 0.339 Epoch 12 Batch 246/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.816, Loss: 0.365 Epoch 12 Batch 247/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.810, Loss: 0.347 Epoch 12 Batch 248/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.802, Loss: 0.366 Epoch 12 Batch 249/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.807, Loss: 0.369 Epoch 12 Batch 250/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.811, Loss: 0.338 Epoch 12 Batch 251/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.819, Loss: 0.379 Epoch 12 Batch 252/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.353 Epoch 12 Batch 253/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.825, Loss: 0.367 Epoch 12 Batch 254/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.817, Loss: 0.373 Epoch 12 Batch 255/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.813, Loss: 0.365 Epoch 12 Batch 256/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.813, Loss: 0.396 Epoch 12 Batch 257/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.352 Epoch 12 Batch 258/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.809, Loss: 0.343 Epoch 12 Batch 259/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.814, Loss: 0.352 Epoch 12 Batch 260/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.813, Loss: 0.370 Epoch 12 Batch 261/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.826, Loss: 0.368 Epoch 12 Batch 262/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.829, Loss: 0.369 Epoch 12 Batch 263/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.831, Loss: 0.361 Epoch 12 Batch 264/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.833, Loss: 0.374 Epoch 12 Batch 265/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.824, Loss: 0.381 Epoch 12 Batch 266/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.821, Loss: 0.368 Epoch 12 Batch 267/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.827, Loss: 0.350 Epoch 12 Batch 268/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.374 Epoch 12 Batch 269/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.388 Epoch 12 Batch 270/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.815, Loss: 0.400 Epoch 12 Batch 271/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.812, Loss: 0.361 Epoch 12 Batch 272/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.807, Loss: 0.419 Epoch 12 Batch 273/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.801, Loss: 0.366 Epoch 12 Batch 274/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.801, Loss: 0.363 Epoch 12 Batch 275/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.796, Loss: 0.377 Epoch 12 Batch 276/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.794, Loss: 0.413 Epoch 12 Batch 277/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.795, Loss: 0.338 Epoch 12 Batch 278/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.794, Loss: 0.407 Epoch 12 Batch 279/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.800, Loss: 0.428 Epoch 12 Batch 280/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.792, Loss: 0.377 Epoch 12 Batch 281/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.787, Loss: 0.377 Epoch 12 Batch 282/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.784, Loss: 0.407 Epoch 12 Batch 283/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.783, Loss: 0.380 Epoch 12 Batch 284/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.782, Loss: 0.400 Epoch 12 Batch 285/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.783, Loss: 0.384 Epoch 12 Batch 286/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.781, Loss: 0.356 Epoch 12 Batch 287/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.790, Loss: 0.372 Epoch 12 Batch 288/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.792, Loss: 0.395 Epoch 12 Batch 289/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.790, Loss: 0.388 Epoch 12 Batch 290/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.798, Loss: 0.397 Epoch 12 Batch 291/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.811, Loss: 0.382 Epoch 12 Batch 292/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.808, Loss: 0.375 Epoch 12 Batch 293/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.807, Loss: 0.405 Epoch 12 Batch 294/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.806, Loss: 0.346 Epoch 12 Batch 295/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.806, Loss: 0.429 Epoch 12 Batch 296/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.806, Loss: 0.359 Epoch 12 Batch 297/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.806, Loss: 0.417 Epoch 12 Batch 298/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.806, Loss: 0.397 Epoch 12 Batch 299/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.804, Loss: 0.355 Epoch 12 Batch 300/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.804, Loss: 0.387 Epoch 12 Batch 301/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.800, Loss: 0.360 Epoch 12 Batch 302/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.803, Loss: 0.365 Epoch 12 Batch 303/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.799, Loss: 0.412 Epoch 12 Batch 304/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.798, Loss: 0.368 Epoch 12 Batch 305/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.803, Loss: 0.391 Epoch 12 Batch 306/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.807, Loss: 0.368 Epoch 12 Batch 307/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.809, Loss: 0.379 Epoch 12 Batch 308/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.804, Loss: 0.414 Epoch 12 Batch 309/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.805, Loss: 0.347 Epoch 12 Batch 310/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.804, Loss: 0.390 Epoch 12 Batch 311/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.818, Loss: 0.350 Epoch 12 Batch 312/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.819, Loss: 0.398 Epoch 12 Batch 313/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.822, Loss: 0.366 Epoch 12 Batch 314/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.815, Loss: 0.354 Epoch 12 Batch 315/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.815, Loss: 0.363 Epoch 12 Batch 316/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.805, Loss: 0.355 Epoch 12 Batch 317/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.805, Loss: 0.432 Epoch 12 Batch 318/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.813, Loss: 0.360 Epoch 12 Batch 319/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.817, Loss: 0.388 Epoch 12 Batch 320/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.817, Loss: 0.374 Epoch 12 Batch 321/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.810, Loss: 0.383 Epoch 12 Batch 322/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.809, Loss: 0.355 Epoch 12 Batch 323/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.809, Loss: 0.366 Epoch 12 Batch 324/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.812, Loss: 0.385 Epoch 12 Batch 325/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.345 Epoch 12 Batch 326/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.350 Epoch 12 Batch 327/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.809, Loss: 0.403 Epoch 12 Batch 328/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.804, Loss: 0.374 Epoch 12 Batch 329/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.804, Loss: 0.395 Epoch 12 Batch 330/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.804, Loss: 0.379 Epoch 12 Batch 331/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.804, Loss: 0.379 Epoch 12 Batch 332/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.799, Loss: 0.324 Epoch 12 Batch 333/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.800, Loss: 0.395 Epoch 12 Batch 334/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.802, Loss: 0.370 Epoch 12 Batch 335/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.809, Loss: 0.358 Epoch 12 Batch 336/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.812, Loss: 0.399 Epoch 12 Batch 337/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.815, Loss: 0.400 Epoch 12 Batch 338/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.814, Loss: 0.396 Epoch 12 Batch 339/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.818, Loss: 0.343 Epoch 12 Batch 340/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.813, Loss: 0.371 Epoch 12 Batch 341/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.811, Loss: 0.432 Epoch 12 Batch 342/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.816, Loss: 0.360 Epoch 12 Batch 343/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.819, Loss: 0.368 Epoch 12 Batch 344/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.824, Loss: 0.376 Epoch 12 Batch 345/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.816, Loss: 0.343 Epoch 12 Batch 346/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.818, Loss: 0.398 Epoch 12 Batch 347/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.818, Loss: 0.352 Epoch 12 Batch 348/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.821, Loss: 0.339 Epoch 12 Batch 349/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.818, Loss: 0.356 Epoch 12 Batch 350/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.819, Loss: 0.377 Epoch 12 Batch 351/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.816, Loss: 0.398 Epoch 12 Batch 352/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.390 Epoch 12 Batch 353/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.810, Loss: 0.426 Epoch 12 Batch 354/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.811, Loss: 0.404 Epoch 12 Batch 355/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.811, Loss: 0.380 Epoch 12 Batch 356/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.812, Loss: 0.371 Epoch 12 Batch 357/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.813, Loss: 0.357 Epoch 12 Batch 358/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.815, Loss: 0.403 Epoch 12 Batch 359/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.820, Loss: 0.381 Epoch 12 Batch 360/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.817, Loss: 0.377 Epoch 12 Batch 361/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.821, Loss: 0.384 Epoch 12 Batch 362/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.816, Loss: 0.377 Epoch 12 Batch 363/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.820, Loss: 0.399 Epoch 12 Batch 364/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.825, Loss: 0.405 Epoch 12 Batch 365/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.819, Loss: 0.357 Epoch 12 Batch 366/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.823, Loss: 0.377 Epoch 12 Batch 367/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.334 Epoch 12 Batch 368/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.826, Loss: 0.351 Epoch 12 Batch 369/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.823, Loss: 0.353 Epoch 12 Batch 370/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.822, Loss: 0.376 Epoch 12 Batch 371/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.825, Loss: 0.360 Epoch 12 Batch 372/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.817, Loss: 0.353 Epoch 12 Batch 373/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.817, Loss: 0.361 Epoch 12 Batch 374/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.806, Loss: 0.401 Epoch 12 Batch 375/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.805, Loss: 0.362 Epoch 12 Batch 376/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.805, Loss: 0.370 Epoch 12 Batch 377/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.809, Loss: 0.384 Epoch 12 Batch 378/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.809, Loss: 0.337 Epoch 12 Batch 379/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.814, Loss: 0.366 Epoch 12 Batch 380/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.815, Loss: 0.372 Epoch 12 Batch 381/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.382 Epoch 12 Batch 382/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.806, Loss: 0.421 Epoch 12 Batch 383/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.806, Loss: 0.357 Epoch 12 Batch 384/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.804, Loss: 0.378 Epoch 12 Batch 385/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.806, Loss: 0.388 Epoch 12 Batch 386/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.805, Loss: 0.354 Epoch 12 Batch 387/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.806, Loss: 0.365 Epoch 12 Batch 388/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.807, Loss: 0.376 Epoch 12 Batch 389/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.807, Loss: 0.376 Epoch 12 Batch 390/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.809, Loss: 0.405 Epoch 12 Batch 391/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.808, Loss: 0.376 Epoch 12 Batch 392/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.813, Loss: 0.361 Epoch 12 Batch 393/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.811, Loss: 0.336 Epoch 12 Batch 394/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.817, Loss: 0.381 Epoch 12 Batch 395/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.827, Loss: 0.342 Epoch 12 Batch 396/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.823, Loss: 0.380 Epoch 12 Batch 397/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.823, Loss: 0.382 Epoch 12 Batch 398/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.817, Loss: 0.383 Epoch 12 Batch 399/1077 - Train Accuracy: 0.754, Validation Accuracy: 0.817, Loss: 0.403 Epoch 12 Batch 400/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.814, Loss: 0.411 Epoch 12 Batch 401/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.813, Loss: 0.371 Epoch 12 Batch 402/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.342 Epoch 12 Batch 403/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.811, Loss: 0.418 Epoch 12 Batch 404/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.819, Loss: 0.343 Epoch 12 Batch 405/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.823, Loss: 0.389 Epoch 12 Batch 406/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.819, Loss: 0.358 Epoch 12 Batch 407/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.820, Loss: 0.398 Epoch 12 Batch 408/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.819, Loss: 0.396 Epoch 12 Batch 409/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.826, Loss: 0.392 Epoch 12 Batch 410/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.830, Loss: 0.398 Epoch 12 Batch 411/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.361 Epoch 12 Batch 412/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.826, Loss: 0.355 Epoch 12 Batch 413/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.360 Epoch 12 Batch 414/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.824, Loss: 0.386 Epoch 12 Batch 415/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.823, Loss: 0.359 Epoch 12 Batch 416/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.823, Loss: 0.364 Epoch 12 Batch 417/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.823, Loss: 0.399 Epoch 12 Batch 418/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.822, Loss: 0.351 Epoch 12 Batch 419/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.826, Loss: 0.377 Epoch 12 Batch 420/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.828, Loss: 0.350 Epoch 12 Batch 421/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.378 Epoch 12 Batch 422/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.817, Loss: 0.364 Epoch 12 Batch 423/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.819, Loss: 0.391 Epoch 12 Batch 424/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.814, Loss: 0.362 Epoch 12 Batch 425/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.814, Loss: 0.349 Epoch 12 Batch 426/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.817, Loss: 0.395 Epoch 12 Batch 427/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.814, Loss: 0.360 Epoch 12 Batch 428/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.811, Loss: 0.355 Epoch 12 Batch 429/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.811, Loss: 0.371 Epoch 12 Batch 430/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.811, Loss: 0.360 Epoch 12 Batch 431/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.810, Loss: 0.367 Epoch 12 Batch 432/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.809, Loss: 0.382 Epoch 12 Batch 433/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.809, Loss: 0.384 Epoch 12 Batch 434/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.811, Loss: 0.383 Epoch 12 Batch 435/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.809, Loss: 0.402 Epoch 12 Batch 436/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.811, Loss: 0.362 Epoch 12 Batch 437/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.811, Loss: 0.362 Epoch 12 Batch 438/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.811, Loss: 0.366 Epoch 12 Batch 439/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.810, Loss: 0.390 Epoch 12 Batch 440/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.812, Loss: 0.386 Epoch 12 Batch 441/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.812, Loss: 0.356 Epoch 12 Batch 442/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.809, Loss: 0.357 Epoch 12 Batch 443/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.814, Loss: 0.365 Epoch 12 Batch 444/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.370 Epoch 12 Batch 445/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.817, Loss: 0.388 Epoch 12 Batch 446/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.817, Loss: 0.344 Epoch 12 Batch 447/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.813, Loss: 0.391 Epoch 12 Batch 448/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.817, Loss: 0.387 Epoch 12 Batch 449/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.812, Loss: 0.384 Epoch 12 Batch 450/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.807, Loss: 0.388 Epoch 12 Batch 451/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.806, Loss: 0.367 Epoch 12 Batch 452/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.801, Loss: 0.384 Epoch 12 Batch 453/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.799, Loss: 0.354 Epoch 12 Batch 454/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.802, Loss: 0.373 Epoch 12 Batch 455/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.806, Loss: 0.362 Epoch 12 Batch 456/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.801, Loss: 0.379 Epoch 12 Batch 457/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.811, Loss: 0.338 Epoch 12 Batch 458/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.380 Epoch 12 Batch 459/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.812, Loss: 0.339 Epoch 12 Batch 460/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.811, Loss: 0.374 Epoch 12 Batch 461/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.812, Loss: 0.362 Epoch 12 Batch 462/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.824, Loss: 0.375 Epoch 12 Batch 463/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.820, Loss: 0.387 Epoch 12 Batch 464/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.819, Loss: 0.357 Epoch 12 Batch 465/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.820, Loss: 0.419 Epoch 12 Batch 466/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.820, Loss: 0.366 Epoch 12 Batch 467/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.820, Loss: 0.382 Epoch 12 Batch 468/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.820, Loss: 0.380 Epoch 12 Batch 469/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.817, Loss: 0.382 Epoch 12 Batch 470/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.823, Loss: 0.396 Epoch 12 Batch 471/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.814, Loss: 0.364 Epoch 12 Batch 472/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.812, Loss: 0.359 Epoch 12 Batch 473/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.812, Loss: 0.370 Epoch 12 Batch 474/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.805, Loss: 0.371 Epoch 12 Batch 475/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.809, Loss: 0.349 Epoch 12 Batch 476/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.810, Loss: 0.365 Epoch 12 Batch 477/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.804, Loss: 0.351 Epoch 12 Batch 478/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.804, Loss: 0.402 Epoch 12 Batch 479/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.802, Loss: 0.401 Epoch 12 Batch 480/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.804, Loss: 0.375 Epoch 12 Batch 481/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.803, Loss: 0.361 Epoch 12 Batch 482/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.805, Loss: 0.408 Epoch 12 Batch 483/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.808, Loss: 0.366 Epoch 12 Batch 484/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.803, Loss: 0.399 Epoch 12 Batch 485/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.801, Loss: 0.395 Epoch 12 Batch 486/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.803, Loss: 0.390 Epoch 12 Batch 487/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.807, Loss: 0.381 Epoch 12 Batch 488/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.807, Loss: 0.375 Epoch 12 Batch 489/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.806, Loss: 0.366 Epoch 12 Batch 490/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.809, Loss: 0.383 Epoch 12 Batch 491/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.814, Loss: 0.388 Epoch 12 Batch 492/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.817, Loss: 0.407 Epoch 12 Batch 493/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.811, Loss: 0.353 Epoch 12 Batch 494/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.814, Loss: 0.373 Epoch 12 Batch 495/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.810, Loss: 0.363 Epoch 12 Batch 496/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.810, Loss: 0.399 Epoch 12 Batch 497/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.806, Loss: 0.398 Epoch 12 Batch 498/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.803, Loss: 0.380 Epoch 12 Batch 499/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.805, Loss: 0.347 Epoch 12 Batch 500/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.805, Loss: 0.359 Epoch 12 Batch 501/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.801, Loss: 0.372 Epoch 12 Batch 502/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.812, Loss: 0.365 Epoch 12 Batch 503/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.808, Loss: 0.367 Epoch 12 Batch 504/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.806, Loss: 0.387 Epoch 12 Batch 505/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.804, Loss: 0.329 Epoch 12 Batch 506/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.804, Loss: 0.379 Epoch 12 Batch 507/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.810, Loss: 0.372 Epoch 12 Batch 508/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.814, Loss: 0.371 Epoch 12 Batch 509/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.814, Loss: 0.394 Epoch 12 Batch 510/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.813, Loss: 0.361 Epoch 12 Batch 511/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.811, Loss: 0.377 Epoch 12 Batch 512/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.811, Loss: 0.354 Epoch 12 Batch 513/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.811, Loss: 0.373 Epoch 12 Batch 514/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.815, Loss: 0.410 Epoch 12 Batch 515/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.820, Loss: 0.383 Epoch 12 Batch 516/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.820, Loss: 0.347 Epoch 12 Batch 517/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.822, Loss: 0.369 Epoch 12 Batch 518/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.816, Loss: 0.343 Epoch 12 Batch 519/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.812, Loss: 0.379 Epoch 12 Batch 520/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.814, Loss: 0.344 Epoch 12 Batch 521/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.359 Epoch 12 Batch 522/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.817, Loss: 0.383 Epoch 12 Batch 523/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.816, Loss: 0.384 Epoch 12 Batch 524/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.812, Loss: 0.387 Epoch 12 Batch 525/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.814, Loss: 0.388 Epoch 12 Batch 526/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.808, Loss: 0.367 Epoch 12 Batch 527/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.801, Loss: 0.380 Epoch 12 Batch 528/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.808, Loss: 0.351 Epoch 12 Batch 529/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.807, Loss: 0.359 Epoch 12 Batch 530/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.806, Loss: 0.391 Epoch 12 Batch 531/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.802, Loss: 0.375 Epoch 12 Batch 532/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.803, Loss: 0.397 Epoch 12 Batch 533/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.809, Loss: 0.408 Epoch 12 Batch 534/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.810, Loss: 0.384 Epoch 12 Batch 535/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.818, Loss: 0.367 Epoch 12 Batch 536/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.812, Loss: 0.379 Epoch 12 Batch 537/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.811, Loss: 0.376 Epoch 12 Batch 538/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.818, Loss: 0.336 Epoch 12 Batch 539/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.822, Loss: 0.387 Epoch 12 Batch 540/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.825, Loss: 0.334 Epoch 12 Batch 541/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.826, Loss: 0.377 Epoch 12 Batch 542/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.821, Loss: 0.373 Epoch 12 Batch 543/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.812, Loss: 0.364 Epoch 12 Batch 544/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.817, Loss: 0.370 Epoch 12 Batch 545/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.821, Loss: 0.390 Epoch 12 Batch 546/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.822, Loss: 0.380 Epoch 12 Batch 547/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.820, Loss: 0.375 Epoch 12 Batch 548/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.820, Loss: 0.397 Epoch 12 Batch 549/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.817, Loss: 0.418 Epoch 12 Batch 550/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.816, Loss: 0.381 Epoch 12 Batch 551/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.817, Loss: 0.393 Epoch 12 Batch 552/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.822, Loss: 0.395 Epoch 12 Batch 553/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.822, Loss: 0.394 Epoch 12 Batch 554/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.821, Loss: 0.383 Epoch 12 Batch 555/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.820, Loss: 0.351 Epoch 12 Batch 556/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.821, Loss: 0.365 Epoch 12 Batch 557/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.362 Epoch 12 Batch 558/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.820, Loss: 0.352 Epoch 12 Batch 559/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.817, Loss: 0.361 Epoch 12 Batch 560/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.816, Loss: 0.361 Epoch 12 Batch 561/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.819, Loss: 0.363 Epoch 12 Batch 562/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.819, Loss: 0.341 Epoch 12 Batch 563/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.821, Loss: 0.378 Epoch 12 Batch 564/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.821, Loss: 0.397 Epoch 12 Batch 565/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.820, Loss: 0.391 Epoch 12 Batch 566/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.819, Loss: 0.419 Epoch 12 Batch 567/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.818, Loss: 0.373 Epoch 12 Batch 568/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.822, Loss: 0.356 Epoch 12 Batch 569/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.822, Loss: 0.386 Epoch 12 Batch 570/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.827, Loss: 0.402 Epoch 12 Batch 571/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.821, Loss: 0.352 Epoch 12 Batch 572/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.821, Loss: 0.358 Epoch 12 Batch 573/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.414 Epoch 12 Batch 574/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.826, Loss: 0.388 Epoch 12 Batch 575/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.822, Loss: 0.358 Epoch 12 Batch 576/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.398 Epoch 12 Batch 577/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.828, Loss: 0.404 Epoch 12 Batch 578/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.828, Loss: 0.390 Epoch 12 Batch 579/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.823, Loss: 0.364 Epoch 12 Batch 580/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.822, Loss: 0.342 Epoch 12 Batch 581/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.822, Loss: 0.345 Epoch 12 Batch 582/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.823, Loss: 0.369 Epoch 12 Batch 583/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.819, Loss: 0.385 Epoch 12 Batch 584/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.817, Loss: 0.389 Epoch 12 Batch 585/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.816, Loss: 0.340 Epoch 12 Batch 586/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.816, Loss: 0.392 Epoch 12 Batch 587/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.823, Loss: 0.355 Epoch 12 Batch 588/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.826, Loss: 0.355 Epoch 12 Batch 589/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.825, Loss: 0.373 Epoch 12 Batch 590/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.824, Loss: 0.398 Epoch 12 Batch 591/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.821, Loss: 0.355 Epoch 12 Batch 592/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.814, Loss: 0.381 Epoch 12 Batch 593/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.817, Loss: 0.383 Epoch 12 Batch 594/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.808, Loss: 0.377 Epoch 12 Batch 595/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.805, Loss: 0.388 Epoch 12 Batch 596/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.801, Loss: 0.374 Epoch 12 Batch 597/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.799, Loss: 0.374 Epoch 12 Batch 598/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.799, Loss: 0.365 Epoch 12 Batch 599/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.798, Loss: 0.426 Epoch 12 Batch 600/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.798, Loss: 0.362 Epoch 12 Batch 601/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.801, Loss: 0.373 Epoch 12 Batch 602/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.795, Loss: 0.372 Epoch 12 Batch 603/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.795, Loss: 0.370 Epoch 12 Batch 604/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.800, Loss: 0.379 Epoch 12 Batch 605/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.801, Loss: 0.428 Epoch 12 Batch 606/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.802, Loss: 0.351 Epoch 12 Batch 607/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.803, Loss: 0.347 Epoch 12 Batch 608/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.804, Loss: 0.400 Epoch 12 Batch 609/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.805, Loss: 0.399 Epoch 12 Batch 610/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.806, Loss: 0.387 Epoch 12 Batch 611/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.806, Loss: 0.395 Epoch 12 Batch 612/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.809, Loss: 0.361 Epoch 12 Batch 613/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.815, Loss: 0.395 Epoch 12 Batch 614/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.816, Loss: 0.369 Epoch 12 Batch 615/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.820, Loss: 0.359 Epoch 12 Batch 616/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.818, Loss: 0.396 Epoch 12 Batch 617/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.817, Loss: 0.368 Epoch 12 Batch 618/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.819, Loss: 0.390 Epoch 12 Batch 619/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.375 Epoch 12 Batch 620/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.815, Loss: 0.371 Epoch 12 Batch 621/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.806, Loss: 0.385 Epoch 12 Batch 622/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.806, Loss: 0.377 Epoch 12 Batch 623/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.805, Loss: 0.389 Epoch 12 Batch 624/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.803, Loss: 0.375 Epoch 12 Batch 625/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.806, Loss: 0.371 Epoch 12 Batch 626/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.804, Loss: 0.335 Epoch 12 Batch 627/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.806, Loss: 0.369 Epoch 12 Batch 628/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.805, Loss: 0.386 Epoch 12 Batch 629/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.805, Loss: 0.401 Epoch 12 Batch 630/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.807, Loss: 0.388 Epoch 12 Batch 631/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.805, Loss: 0.370 Epoch 12 Batch 632/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.810, Loss: 0.376 Epoch 12 Batch 633/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.816, Loss: 0.363 Epoch 12 Batch 634/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.347 Epoch 12 Batch 635/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.824, Loss: 0.412 Epoch 12 Batch 636/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.825, Loss: 0.363 Epoch 12 Batch 637/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.825, Loss: 0.367 Epoch 12 Batch 638/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.825, Loss: 0.371 Epoch 12 Batch 639/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.826, Loss: 0.364 Epoch 12 Batch 640/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.824, Loss: 0.358 Epoch 12 Batch 641/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.811, Loss: 0.347 Epoch 12 Batch 642/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.809, Loss: 0.393 Epoch 12 Batch 643/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.810, Loss: 0.355 Epoch 12 Batch 644/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.806, Loss: 0.368 Epoch 12 Batch 645/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.806, Loss: 0.364 Epoch 12 Batch 646/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.801, Loss: 0.366 Epoch 12 Batch 647/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.805, Loss: 0.373 Epoch 12 Batch 648/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.803, Loss: 0.352 Epoch 12 Batch 649/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.808, Loss: 0.383 Epoch 12 Batch 650/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.811, Loss: 0.388 Epoch 12 Batch 651/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.810, Loss: 0.352 Epoch 12 Batch 652/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.816, Loss: 0.409 Epoch 12 Batch 653/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.387 Epoch 12 Batch 654/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.812, Loss: 0.365 Epoch 12 Batch 655/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.812, Loss: 0.396 Epoch 12 Batch 656/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.814, Loss: 0.365 Epoch 12 Batch 657/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.815, Loss: 0.398 Epoch 12 Batch 658/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.815, Loss: 0.358 Epoch 12 Batch 659/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.810, Loss: 0.348 Epoch 12 Batch 660/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.805, Loss: 0.398 Epoch 12 Batch 661/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.816, Loss: 0.337 Epoch 12 Batch 662/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.822, Loss: 0.347 Epoch 12 Batch 663/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.824, Loss: 0.354 Epoch 12 Batch 664/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.369 Epoch 12 Batch 665/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.828, Loss: 0.386 Epoch 12 Batch 666/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.827, Loss: 0.395 Epoch 12 Batch 667/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.825, Loss: 0.400 Epoch 12 Batch 668/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.824, Loss: 0.370 Epoch 12 Batch 669/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.820, Loss: 0.364 Epoch 12 Batch 670/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.823, Loss: 0.339 Epoch 12 Batch 671/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.816, Loss: 0.412 Epoch 12 Batch 672/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.803, Loss: 0.366 Epoch 12 Batch 673/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.803, Loss: 0.353 Epoch 12 Batch 674/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.807, Loss: 0.379 Epoch 12 Batch 675/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.809, Loss: 0.374 Epoch 12 Batch 676/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.804, Loss: 0.390 Epoch 12 Batch 677/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.805, Loss: 0.388 Epoch 12 Batch 678/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.808, Loss: 0.352 Epoch 12 Batch 679/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.806, Loss: 0.397 Epoch 12 Batch 680/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.804, Loss: 0.355 Epoch 12 Batch 681/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.802, Loss: 0.382 Epoch 12 Batch 682/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.798, Loss: 0.383 Epoch 12 Batch 683/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.799, Loss: 0.362 Epoch 12 Batch 684/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.797, Loss: 0.359 Epoch 12 Batch 685/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.789, Loss: 0.392 Epoch 12 Batch 686/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.795, Loss: 0.365 Epoch 12 Batch 687/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.802, Loss: 0.410 Epoch 12 Batch 688/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.804, Loss: 0.354 Epoch 12 Batch 689/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.811, Loss: 0.368 Epoch 12 Batch 690/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.817, Loss: 0.349 Epoch 12 Batch 691/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.818, Loss: 0.411 Epoch 12 Batch 692/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.819, Loss: 0.344 Epoch 12 Batch 693/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.824, Loss: 0.426 Epoch 12 Batch 694/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.823, Loss: 0.372 Epoch 12 Batch 695/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.819, Loss: 0.330 Epoch 12 Batch 696/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.818, Loss: 0.414 Epoch 12 Batch 697/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.818, Loss: 0.354 Epoch 12 Batch 698/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.817, Loss: 0.360 Epoch 12 Batch 699/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.817, Loss: 0.375 Epoch 12 Batch 700/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.817, Loss: 0.368 Epoch 12 Batch 701/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.820, Loss: 0.382 Epoch 12 Batch 702/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.820, Loss: 0.381 Epoch 12 Batch 703/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.822, Loss: 0.396 Epoch 12 Batch 704/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.815, Loss: 0.400 Epoch 12 Batch 705/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.814, Loss: 0.407 Epoch 12 Batch 706/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.814, Loss: 0.413 Epoch 12 Batch 707/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.813, Loss: 0.374 Epoch 12 Batch 708/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.816, Loss: 0.361 Epoch 12 Batch 709/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.816, Loss: 0.416 Epoch 12 Batch 710/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.816, Loss: 0.365 Epoch 12 Batch 711/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.813, Loss: 0.412 Epoch 12 Batch 712/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.817, Loss: 0.359 Epoch 12 Batch 713/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.816, Loss: 0.344 Epoch 12 Batch 714/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.813, Loss: 0.355 Epoch 12 Batch 715/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.813, Loss: 0.397 Epoch 12 Batch 716/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.812, Loss: 0.339 Epoch 12 Batch 717/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.808, Loss: 0.370 Epoch 12 Batch 718/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.810, Loss: 0.376 Epoch 12 Batch 719/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.358 Epoch 12 Batch 720/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.815, Loss: 0.405 Epoch 12 Batch 721/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.820, Loss: 0.386 Epoch 12 Batch 722/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.820, Loss: 0.357 Epoch 12 Batch 723/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.362 Epoch 12 Batch 724/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.822, Loss: 0.414 Epoch 12 Batch 725/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.823, Loss: 0.348 Epoch 12 Batch 726/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.825, Loss: 0.353 Epoch 12 Batch 727/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.334 Epoch 12 Batch 728/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.823, Loss: 0.375 Epoch 12 Batch 729/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.822, Loss: 0.391 Epoch 12 Batch 730/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.819, Loss: 0.368 Epoch 12 Batch 731/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.820, Loss: 0.370 Epoch 12 Batch 732/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.823, Loss: 0.380 Epoch 12 Batch 733/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.819, Loss: 0.384 Epoch 12 Batch 734/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.815, Loss: 0.397 Epoch 12 Batch 735/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.818, Loss: 0.370 Epoch 12 Batch 736/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.817, Loss: 0.369 Epoch 12 Batch 737/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.822, Loss: 0.391 Epoch 12 Batch 738/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.826, Loss: 0.326 Epoch 12 Batch 739/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.821, Loss: 0.347 Epoch 12 Batch 740/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.821, Loss: 0.374 Epoch 12 Batch 741/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.820, Loss: 0.383 Epoch 12 Batch 742/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.803, Loss: 0.389 Epoch 12 Batch 743/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.801, Loss: 0.378 Epoch 12 Batch 744/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.803, Loss: 0.350 Epoch 12 Batch 745/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.806, Loss: 0.371 Epoch 12 Batch 746/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.811, Loss: 0.358 Epoch 12 Batch 747/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.811, Loss: 0.346 Epoch 12 Batch 748/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.808, Loss: 0.362 Epoch 12 Batch 749/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.801, Loss: 0.394 Epoch 12 Batch 750/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.803, Loss: 0.354 Epoch 12 Batch 751/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.810, Loss: 0.372 Epoch 12 Batch 752/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.816, Loss: 0.328 Epoch 12 Batch 753/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.825, Loss: 0.378 Epoch 12 Batch 754/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.823, Loss: 0.401 Epoch 12 Batch 755/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.819, Loss: 0.351 Epoch 12 Batch 756/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.818, Loss: 0.364 Epoch 12 Batch 757/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.369 Epoch 12 Batch 758/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.343 Epoch 12 Batch 759/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.331 Epoch 12 Batch 760/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.823, Loss: 0.382 Epoch 12 Batch 761/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.823, Loss: 0.382 Epoch 12 Batch 762/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.819, Loss: 0.358 Epoch 12 Batch 763/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.819, Loss: 0.344 Epoch 12 Batch 764/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.363 Epoch 12 Batch 765/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.815, Loss: 0.352 Epoch 12 Batch 766/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.817, Loss: 0.385 Epoch 12 Batch 767/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.817, Loss: 0.362 Epoch 12 Batch 768/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.817, Loss: 0.365 Epoch 12 Batch 769/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.818, Loss: 0.365 Epoch 12 Batch 770/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.817, Loss: 0.334 Epoch 12 Batch 771/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.818, Loss: 0.397 Epoch 12 Batch 772/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.822, Loss: 0.360 Epoch 12 Batch 773/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.819, Loss: 0.359 Epoch 12 Batch 774/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.818, Loss: 0.366 Epoch 12 Batch 775/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.364 Epoch 12 Batch 776/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.823, Loss: 0.368 Epoch 12 Batch 777/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.819, Loss: 0.390 Epoch 12 Batch 778/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.822, Loss: 0.345 Epoch 12 Batch 779/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.822, Loss: 0.389 Epoch 12 Batch 780/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.822, Loss: 0.410 Epoch 12 Batch 781/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.814, Loss: 0.336 Epoch 12 Batch 782/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.822, Loss: 0.359 Epoch 12 Batch 783/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.819, Loss: 0.369 Epoch 12 Batch 784/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.819, Loss: 0.366 Epoch 12 Batch 785/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.822, Loss: 0.338 Epoch 12 Batch 786/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.822, Loss: 0.383 Epoch 12 Batch 787/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.820, Loss: 0.355 Epoch 12 Batch 788/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.815, Loss: 0.364 Epoch 12 Batch 789/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.809, Loss: 0.365 Epoch 12 Batch 790/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.808, Loss: 0.400 Epoch 12 Batch 791/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.810, Loss: 0.378 Epoch 12 Batch 792/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.811, Loss: 0.368 Epoch 12 Batch 793/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.811, Loss: 0.378 Epoch 12 Batch 794/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.816, Loss: 0.357 Epoch 12 Batch 795/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.814, Loss: 0.406 Epoch 12 Batch 796/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.824, Loss: 0.382 Epoch 12 Batch 797/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.376 Epoch 12 Batch 798/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.835, Loss: 0.371 Epoch 12 Batch 799/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.834, Loss: 0.412 Epoch 12 Batch 800/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.362 Epoch 12 Batch 801/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.829, Loss: 0.363 Epoch 12 Batch 802/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.383 Epoch 12 Batch 803/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.821, Loss: 0.387 Epoch 12 Batch 804/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.827, Loss: 0.357 Epoch 12 Batch 805/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.826, Loss: 0.374 Epoch 12 Batch 806/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.822, Loss: 0.369 Epoch 12 Batch 807/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.815, Loss: 0.345 Epoch 12 Batch 808/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.816, Loss: 0.382 Epoch 12 Batch 809/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.813, Loss: 0.396 Epoch 12 Batch 810/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.814, Loss: 0.356 Epoch 12 Batch 811/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.814, Loss: 0.336 Epoch 12 Batch 812/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.815, Loss: 0.390 Epoch 12 Batch 813/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.812, Loss: 0.367 Epoch 12 Batch 814/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.815, Loss: 0.395 Epoch 12 Batch 815/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.822, Loss: 0.356 Epoch 12 Batch 816/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.829, Loss: 0.383 Epoch 12 Batch 817/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.825, Loss: 0.384 Epoch 12 Batch 818/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.825, Loss: 0.366 Epoch 12 Batch 819/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.824, Loss: 0.353 Epoch 12 Batch 820/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.827, Loss: 0.413 Epoch 12 Batch 821/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.831, Loss: 0.366 Epoch 12 Batch 822/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.835, Loss: 0.358 Epoch 12 Batch 823/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.835, Loss: 0.363 Epoch 12 Batch 824/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.342 Epoch 12 Batch 825/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.840, Loss: 0.354 Epoch 12 Batch 826/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.833, Loss: 0.353 Epoch 12 Batch 827/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.833, Loss: 0.405 Epoch 12 Batch 828/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.826, Loss: 0.363 Epoch 12 Batch 829/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.818, Loss: 0.398 Epoch 12 Batch 830/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.818, Loss: 0.375 Epoch 12 Batch 831/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.814, Loss: 0.395 Epoch 12 Batch 832/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.818, Loss: 0.364 Epoch 12 Batch 833/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.814, Loss: 0.387 Epoch 12 Batch 834/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.348 Epoch 12 Batch 835/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.816, Loss: 0.365 Epoch 12 Batch 836/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.817, Loss: 0.389 Epoch 12 Batch 837/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.822, Loss: 0.404 Epoch 12 Batch 838/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.822, Loss: 0.367 Epoch 12 Batch 839/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.821, Loss: 0.357 Epoch 12 Batch 840/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.820, Loss: 0.343 Epoch 12 Batch 841/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.819, Loss: 0.366 Epoch 12 Batch 842/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.819, Loss: 0.350 Epoch 12 Batch 843/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.819, Loss: 0.360 Epoch 12 Batch 844/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.830, Loss: 0.352 Epoch 12 Batch 845/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.831, Loss: 0.385 Epoch 12 Batch 846/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.830, Loss: 0.380 Epoch 12 Batch 847/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.834, Loss: 0.401 Epoch 12 Batch 848/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.834, Loss: 0.366 Epoch 12 Batch 849/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.829, Loss: 0.369 Epoch 12 Batch 850/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.833, Loss: 0.397 Epoch 12 Batch 851/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.818, Loss: 0.365 Epoch 12 Batch 852/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.817, Loss: 0.398 Epoch 12 Batch 853/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.344 Epoch 12 Batch 854/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.825, Loss: 0.407 Epoch 12 Batch 855/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.394 Epoch 12 Batch 856/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.810, Loss: 0.372 Epoch 12 Batch 857/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.800, Loss: 0.345 Epoch 12 Batch 858/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.799, Loss: 0.354 Epoch 12 Batch 859/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.789, Loss: 0.391 Epoch 12 Batch 860/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.790, Loss: 0.380 Epoch 12 Batch 861/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.792, Loss: 0.384 Epoch 12 Batch 862/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.792, Loss: 0.368 Epoch 12 Batch 863/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.785, Loss: 0.344 Epoch 12 Batch 864/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.784, Loss: 0.354 Epoch 12 Batch 865/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.782, Loss: 0.356 Epoch 12 Batch 866/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.790, Loss: 0.363 Epoch 12 Batch 867/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.797, Loss: 0.424 Epoch 12 Batch 868/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.799, Loss: 0.367 Epoch 12 Batch 869/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.799, Loss: 0.383 Epoch 12 Batch 870/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.797, Loss: 0.414 Epoch 12 Batch 871/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.805, Loss: 0.391 Epoch 12 Batch 872/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.807, Loss: 0.351 Epoch 12 Batch 873/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.809, Loss: 0.379 Epoch 12 Batch 874/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.816, Loss: 0.388 Epoch 12 Batch 875/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.814, Loss: 0.369 Epoch 12 Batch 876/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.820, Loss: 0.380 Epoch 12 Batch 877/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.823, Loss: 0.366 Epoch 12 Batch 878/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.820, Loss: 0.365 Epoch 12 Batch 879/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.346 Epoch 12 Batch 880/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.354 Epoch 12 Batch 881/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.820, Loss: 0.401 Epoch 12 Batch 882/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.819, Loss: 0.399 Epoch 12 Batch 883/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.812, Loss: 0.440 Epoch 12 Batch 884/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.803, Loss: 0.349 Epoch 12 Batch 885/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.800, Loss: 0.323 Epoch 12 Batch 886/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.803, Loss: 0.385 Epoch 12 Batch 887/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.798, Loss: 0.399 Epoch 12 Batch 888/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.801, Loss: 0.337 Epoch 12 Batch 889/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.804, Loss: 0.365 Epoch 12 Batch 890/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.792, Loss: 0.352 Epoch 12 Batch 891/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.791, Loss: 0.376 Epoch 12 Batch 892/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.789, Loss: 0.347 Epoch 12 Batch 893/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.788, Loss: 0.380 Epoch 12 Batch 894/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.794, Loss: 0.341 Epoch 12 Batch 895/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.802, Loss: 0.367 Epoch 12 Batch 896/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.800, Loss: 0.393 Epoch 12 Batch 897/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.810, Loss: 0.353 Epoch 12 Batch 898/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.810, Loss: 0.353 Epoch 12 Batch 899/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.373 Epoch 12 Batch 900/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.820, Loss: 0.403 Epoch 12 Batch 901/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.825, Loss: 0.388 Epoch 12 Batch 902/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.820, Loss: 0.386 Epoch 12 Batch 903/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.824, Loss: 0.357 Epoch 12 Batch 904/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.377 Epoch 12 Batch 905/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.832, Loss: 0.360 Epoch 12 Batch 906/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.832, Loss: 0.381 Epoch 12 Batch 907/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.832, Loss: 0.362 Epoch 12 Batch 908/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.832, Loss: 0.369 Epoch 12 Batch 909/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.830, Loss: 0.374 Epoch 12 Batch 910/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.831, Loss: 0.359 Epoch 12 Batch 911/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.834, Loss: 0.324 Epoch 12 Batch 912/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.825, Loss: 0.386 Epoch 12 Batch 913/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.825, Loss: 0.398 Epoch 12 Batch 914/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.824, Loss: 0.355 Epoch 12 Batch 915/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.824, Loss: 0.398 Epoch 12 Batch 916/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.826, Loss: 0.385 Epoch 12 Batch 917/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.831, Loss: 0.384 Epoch 12 Batch 918/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.822, Loss: 0.334 Epoch 12 Batch 919/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.827, Loss: 0.355 Epoch 12 Batch 920/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.822, Loss: 0.391 Epoch 12 Batch 921/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.827, Loss: 0.389 Epoch 12 Batch 922/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.811, Loss: 0.367 Epoch 12 Batch 923/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.816, Loss: 0.373 Epoch 12 Batch 924/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.423 Epoch 12 Batch 925/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.360 Epoch 12 Batch 926/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.824, Loss: 0.388 Epoch 12 Batch 927/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.824, Loss: 0.397 Epoch 12 Batch 928/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.826, Loss: 0.369 Epoch 12 Batch 929/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.826, Loss: 0.377 Epoch 12 Batch 930/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.826, Loss: 0.355 Epoch 12 Batch 931/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.823, Loss: 0.356 Epoch 12 Batch 932/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.823, Loss: 0.377 Epoch 12 Batch 933/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.385 Epoch 12 Batch 934/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.822, Loss: 0.385 Epoch 12 Batch 935/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.822, Loss: 0.381 Epoch 12 Batch 936/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.367 Epoch 12 Batch 937/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.824, Loss: 0.397 Epoch 12 Batch 938/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.819, Loss: 0.395 Epoch 12 Batch 939/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.825, Loss: 0.384 Epoch 12 Batch 940/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.830, Loss: 0.372 Epoch 12 Batch 941/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.828, Loss: 0.340 Epoch 12 Batch 942/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.825, Loss: 0.377 Epoch 12 Batch 943/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.819, Loss: 0.373 Epoch 12 Batch 944/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.823, Loss: 0.355 Epoch 12 Batch 945/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.817, Loss: 0.353 Epoch 12 Batch 946/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.816, Loss: 0.373 Epoch 12 Batch 947/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.816, Loss: 0.406 Epoch 12 Batch 948/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.816, Loss: 0.373 Epoch 12 Batch 949/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.817, Loss: 0.330 Epoch 12 Batch 950/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.801, Loss: 0.343 Epoch 12 Batch 951/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.799, Loss: 0.356 Epoch 12 Batch 952/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.793, Loss: 0.364 Epoch 12 Batch 953/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.792, Loss: 0.362 Epoch 12 Batch 954/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.794, Loss: 0.388 Epoch 12 Batch 955/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.798, Loss: 0.363 Epoch 12 Batch 956/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.795, Loss: 0.350 Epoch 12 Batch 957/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.798, Loss: 0.348 Epoch 12 Batch 958/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.801, Loss: 0.371 Epoch 12 Batch 959/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.796, Loss: 0.360 Epoch 12 Batch 960/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.795, Loss: 0.346 Epoch 12 Batch 961/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.799, Loss: 0.396 Epoch 12 Batch 962/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.797, Loss: 0.354 Epoch 12 Batch 963/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.793, Loss: 0.416 Epoch 12 Batch 964/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.791, Loss: 0.337 Epoch 12 Batch 965/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.795, Loss: 0.384 Epoch 12 Batch 966/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.802, Loss: 0.323 Epoch 12 Batch 967/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.808, Loss: 0.338 Epoch 12 Batch 968/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.809, Loss: 0.401 Epoch 12 Batch 969/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.812, Loss: 0.370 Epoch 12 Batch 970/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.812, Loss: 0.386 Epoch 12 Batch 971/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.812, Loss: 0.368 Epoch 12 Batch 972/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.814, Loss: 0.350 Epoch 12 Batch 973/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.814, Loss: 0.339 Epoch 12 Batch 974/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.812, Loss: 0.360 Epoch 12 Batch 975/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.816, Loss: 0.352 Epoch 12 Batch 976/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.819, Loss: 0.350 Epoch 12 Batch 977/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.817, Loss: 0.337 Epoch 12 Batch 978/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.823, Loss: 0.386 Epoch 12 Batch 979/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.815, Loss: 0.392 Epoch 12 Batch 980/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.814, Loss: 0.356 Epoch 12 Batch 981/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.818, Loss: 0.378 Epoch 12 Batch 982/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.824, Loss: 0.358 Epoch 12 Batch 983/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.818, Loss: 0.391 Epoch 12 Batch 984/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.821, Loss: 0.408 Epoch 12 Batch 985/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.826, Loss: 0.371 Epoch 12 Batch 986/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.824, Loss: 0.352 Epoch 12 Batch 987/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.821, Loss: 0.339 Epoch 12 Batch 988/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.823, Loss: 0.371 Epoch 12 Batch 989/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.821, Loss: 0.379 Epoch 12 Batch 990/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.816, Loss: 0.397 Epoch 12 Batch 991/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.812, Loss: 0.374 Epoch 12 Batch 992/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.359 Epoch 12 Batch 993/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.817, Loss: 0.330 Epoch 12 Batch 994/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.819, Loss: 0.374 Epoch 12 Batch 995/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.821, Loss: 0.349 Epoch 12 Batch 996/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.822, Loss: 0.360 Epoch 12 Batch 997/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.825, Loss: 0.387 Epoch 12 Batch 998/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.827, Loss: 0.366 Epoch 12 Batch 999/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.352 Epoch 12 Batch 1000/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.817, Loss: 0.335 Epoch 12 Batch 1001/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.816, Loss: 0.345 Epoch 12 Batch 1002/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.368 Epoch 12 Batch 1003/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.822, Loss: 0.362 Epoch 12 Batch 1004/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.817, Loss: 0.379 Epoch 12 Batch 1005/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.816, Loss: 0.375 Epoch 12 Batch 1006/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.816, Loss: 0.336 Epoch 12 Batch 1007/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.814, Loss: 0.335 Epoch 12 Batch 1008/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.809, Loss: 0.390 Epoch 12 Batch 1009/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.809, Loss: 0.336 Epoch 12 Batch 1010/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.806, Loss: 0.373 Epoch 12 Batch 1011/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.809, Loss: 0.369 Epoch 12 Batch 1012/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.804, Loss: 0.348 Epoch 12 Batch 1013/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.804, Loss: 0.336 Epoch 12 Batch 1014/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.807, Loss: 0.394 Epoch 12 Batch 1015/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.810, Loss: 0.412 Epoch 12 Batch 1016/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.810, Loss: 0.386 Epoch 12 Batch 1017/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.806, Loss: 0.375 Epoch 12 Batch 1018/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.816, Loss: 0.346 Epoch 12 Batch 1019/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.811, Loss: 0.377 Epoch 12 Batch 1020/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.796, Loss: 0.338 Epoch 12 Batch 1021/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.793, Loss: 0.367 Epoch 12 Batch 1022/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.793, Loss: 0.343 Epoch 12 Batch 1023/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.793, Loss: 0.355 Epoch 12 Batch 1024/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.797, Loss: 0.402 Epoch 12 Batch 1025/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.797, Loss: 0.367 Epoch 12 Batch 1026/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.797, Loss: 0.346 Epoch 12 Batch 1027/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.794, Loss: 0.383 Epoch 12 Batch 1028/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.800, Loss: 0.374 Epoch 12 Batch 1029/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.800, Loss: 0.358 Epoch 12 Batch 1030/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.802, Loss: 0.366 Epoch 12 Batch 1031/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.803, Loss: 0.384 Epoch 12 Batch 1032/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.806, Loss: 0.388 Epoch 12 Batch 1033/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.804, Loss: 0.352 Epoch 12 Batch 1034/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.809, Loss: 0.387 Epoch 12 Batch 1035/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.810, Loss: 0.329 Epoch 12 Batch 1036/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.806, Loss: 0.369 Epoch 12 Batch 1037/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.808, Loss: 0.398 Epoch 12 Batch 1038/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.808, Loss: 0.368 Epoch 12 Batch 1039/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.801, Loss: 0.363 Epoch 12 Batch 1040/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.801, Loss: 0.389 Epoch 12 Batch 1041/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.806, Loss: 0.384 Epoch 12 Batch 1042/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.804, Loss: 0.356 Epoch 12 Batch 1043/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.804, Loss: 0.381 Epoch 12 Batch 1044/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.806, Loss: 0.352 Epoch 12 Batch 1045/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.802, Loss: 0.374 Epoch 12 Batch 1046/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.796, Loss: 0.340 Epoch 12 Batch 1047/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.795, Loss: 0.359 Epoch 12 Batch 1048/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.796, Loss: 0.368 Epoch 12 Batch 1049/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.797, Loss: 0.395 Epoch 12 Batch 1050/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.797, Loss: 0.370 Epoch 12 Batch 1051/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.798, Loss: 0.357 Epoch 12 Batch 1052/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.802, Loss: 0.352 Epoch 12 Batch 1053/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.817, Loss: 0.363 Epoch 12 Batch 1054/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.822, Loss: 0.365 Epoch 12 Batch 1055/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.815, Loss: 0.356 Epoch 12 Batch 1056/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.815, Loss: 0.346 Epoch 12 Batch 1057/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.816, Loss: 0.384 Epoch 12 Batch 1058/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.819, Loss: 0.393 Epoch 12 Batch 1059/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.812, Loss: 0.401 Epoch 12 Batch 1060/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.809, Loss: 0.328 Epoch 12 Batch 1061/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.813, Loss: 0.391 Epoch 12 Batch 1062/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.816, Loss: 0.369 Epoch 12 Batch 1063/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.816, Loss: 0.359 Epoch 12 Batch 1064/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.819, Loss: 0.365 Epoch 12 Batch 1065/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.814, Loss: 0.356 Epoch 12 Batch 1066/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.814, Loss: 0.353 Epoch 12 Batch 1067/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.822, Loss: 0.383 Epoch 12 Batch 1068/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.819, Loss: 0.355 Epoch 12 Batch 1069/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.822, Loss: 0.330 Epoch 12 Batch 1070/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.821, Loss: 0.357 Epoch 12 Batch 1071/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.826, Loss: 0.359 Epoch 12 Batch 1072/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.826, Loss: 0.372 Epoch 12 Batch 1073/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.821, Loss: 0.385 Epoch 12 Batch 1074/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.821, Loss: 0.393 Epoch 12 Batch 1075/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.402 Epoch 13 Batch 0/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.816, Loss: 0.342 Epoch 13 Batch 1/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.815, Loss: 0.360 Epoch 13 Batch 2/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.815, Loss: 0.386 Epoch 13 Batch 3/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.812, Loss: 0.352 Epoch 13 Batch 4/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.813, Loss: 0.366 Epoch 13 Batch 5/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.812, Loss: 0.392 Epoch 13 Batch 6/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.811, Loss: 0.370 Epoch 13 Batch 7/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.811, Loss: 0.354 Epoch 13 Batch 8/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.805, Loss: 0.381 Epoch 13 Batch 9/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.812, Loss: 0.361 Epoch 13 Batch 10/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.803, Loss: 0.376 Epoch 13 Batch 11/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.795, Loss: 0.373 Epoch 13 Batch 12/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.795, Loss: 0.380 Epoch 13 Batch 13/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.795, Loss: 0.380 Epoch 13 Batch 14/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.799, Loss: 0.344 Epoch 13 Batch 15/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.798, Loss: 0.341 Epoch 13 Batch 16/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.810, Loss: 0.375 Epoch 13 Batch 17/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.820, Loss: 0.359 Epoch 13 Batch 18/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.826, Loss: 0.365 Epoch 13 Batch 19/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.823, Loss: 0.377 Epoch 13 Batch 20/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.819, Loss: 0.353 Epoch 13 Batch 21/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.817, Loss: 0.392 Epoch 13 Batch 22/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.816, Loss: 0.387 Epoch 13 Batch 23/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.817, Loss: 0.368 Epoch 13 Batch 24/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.816, Loss: 0.366 Epoch 13 Batch 25/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.818, Loss: 0.351 Epoch 13 Batch 26/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.816, Loss: 0.373 Epoch 13 Batch 27/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.814, Loss: 0.322 Epoch 13 Batch 28/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.816, Loss: 0.369 Epoch 13 Batch 29/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.810, Loss: 0.352 Epoch 13 Batch 30/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.815, Loss: 0.358 Epoch 13 Batch 31/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.810, Loss: 0.372 Epoch 13 Batch 32/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.805, Loss: 0.339 Epoch 13 Batch 33/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.804, Loss: 0.324 Epoch 13 Batch 34/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.808, Loss: 0.359 Epoch 13 Batch 35/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.807, Loss: 0.367 Epoch 13 Batch 36/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.808, Loss: 0.363 Epoch 13 Batch 37/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.817, Loss: 0.359 Epoch 13 Batch 38/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.815, Loss: 0.394 Epoch 13 Batch 39/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.816, Loss: 0.402 Epoch 13 Batch 40/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.818, Loss: 0.360 Epoch 13 Batch 41/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.819, Loss: 0.361 Epoch 13 Batch 42/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.815, Loss: 0.391 Epoch 13 Batch 43/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.823, Loss: 0.340 Epoch 13 Batch 44/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.820, Loss: 0.372 Epoch 13 Batch 45/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.822, Loss: 0.381 Epoch 13 Batch 46/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.813, Loss: 0.389 Epoch 13 Batch 47/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.815, Loss: 0.365 Epoch 13 Batch 48/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.814, Loss: 0.403 Epoch 13 Batch 49/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.814, Loss: 0.380 Epoch 13 Batch 50/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.816, Loss: 0.361 Epoch 13 Batch 51/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.812, Loss: 0.357 Epoch 13 Batch 52/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.813, Loss: 0.340 Epoch 13 Batch 53/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.809, Loss: 0.372 Epoch 13 Batch 54/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.813, Loss: 0.407 Epoch 13 Batch 55/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.811, Loss: 0.349 Epoch 13 Batch 56/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.814, Loss: 0.348 Epoch 13 Batch 57/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.809, Loss: 0.330 Epoch 13 Batch 58/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.803, Loss: 0.348 Epoch 13 Batch 59/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.810, Loss: 0.389 Epoch 13 Batch 60/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.811, Loss: 0.357 Epoch 13 Batch 61/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.812, Loss: 0.374 Epoch 13 Batch 62/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.813, Loss: 0.402 Epoch 13 Batch 63/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.812, Loss: 0.363 Epoch 13 Batch 64/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.814, Loss: 0.347 Epoch 13 Batch 65/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.819, Loss: 0.375 Epoch 13 Batch 66/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.814, Loss: 0.357 Epoch 13 Batch 67/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.817, Loss: 0.358 Epoch 13 Batch 68/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.817, Loss: 0.374 Epoch 13 Batch 69/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.811, Loss: 0.395 Epoch 13 Batch 70/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.816, Loss: 0.373 Epoch 13 Batch 71/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.817, Loss: 0.355 Epoch 13 Batch 72/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.357 Epoch 13 Batch 73/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.823, Loss: 0.378 Epoch 13 Batch 74/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.332 Epoch 13 Batch 75/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.399 Epoch 13 Batch 76/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.822, Loss: 0.339 Epoch 13 Batch 77/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.820, Loss: 0.365 Epoch 13 Batch 78/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.821, Loss: 0.376 Epoch 13 Batch 79/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.821, Loss: 0.371 Epoch 13 Batch 80/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.813, Loss: 0.374 Epoch 13 Batch 81/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.821, Loss: 0.371 Epoch 13 Batch 82/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.814, Loss: 0.336 Epoch 13 Batch 83/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.813, Loss: 0.378 Epoch 13 Batch 84/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.817, Loss: 0.373 Epoch 13 Batch 85/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.811, Loss: 0.351 Epoch 13 Batch 86/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.812, Loss: 0.370 Epoch 13 Batch 87/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.818, Loss: 0.399 Epoch 13 Batch 88/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.809, Loss: 0.403 Epoch 13 Batch 89/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.801, Loss: 0.370 Epoch 13 Batch 90/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.808, Loss: 0.392 Epoch 13 Batch 91/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.811, Loss: 0.337 Epoch 13 Batch 92/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.813, Loss: 0.372 Epoch 13 Batch 93/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.812, Loss: 0.369 Epoch 13 Batch 94/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.811, Loss: 0.351 Epoch 13 Batch 95/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.811, Loss: 0.383 Epoch 13 Batch 96/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.813, Loss: 0.345 Epoch 13 Batch 97/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.818, Loss: 0.357 Epoch 13 Batch 98/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.812, Loss: 0.346 Epoch 13 Batch 99/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.816, Loss: 0.374 Epoch 13 Batch 100/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.816, Loss: 0.355 Epoch 13 Batch 101/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.820, Loss: 0.361 Epoch 13 Batch 102/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.816, Loss: 0.346 Epoch 13 Batch 103/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.807, Loss: 0.423 Epoch 13 Batch 104/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.807, Loss: 0.375 Epoch 13 Batch 105/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.808, Loss: 0.365 Epoch 13 Batch 106/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.803, Loss: 0.393 Epoch 13 Batch 107/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.803, Loss: 0.370 Epoch 13 Batch 108/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.806, Loss: 0.331 Epoch 13 Batch 109/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.800, Loss: 0.357 Epoch 13 Batch 110/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.800, Loss: 0.334 Epoch 13 Batch 111/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.801, Loss: 0.384 Epoch 13 Batch 112/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.809, Loss: 0.350 Epoch 13 Batch 113/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.810, Loss: 0.379 Epoch 13 Batch 114/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.806, Loss: 0.355 Epoch 13 Batch 115/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.808, Loss: 0.388 Epoch 13 Batch 116/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.816, Loss: 0.371 Epoch 13 Batch 117/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.813, Loss: 0.398 Epoch 13 Batch 118/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.819, Loss: 0.400 Epoch 13 Batch 119/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.826, Loss: 0.378 Epoch 13 Batch 120/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.390 Epoch 13 Batch 121/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.361 Epoch 13 Batch 122/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.367 Epoch 13 Batch 123/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.825, Loss: 0.328 Epoch 13 Batch 124/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.816, Loss: 0.382 Epoch 13 Batch 125/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.818, Loss: 0.374 Epoch 13 Batch 126/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.825, Loss: 0.345 Epoch 13 Batch 127/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.825, Loss: 0.357 Epoch 13 Batch 128/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.338 Epoch 13 Batch 129/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.820, Loss: 0.348 Epoch 13 Batch 130/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.820, Loss: 0.328 Epoch 13 Batch 131/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.818, Loss: 0.351 Epoch 13 Batch 132/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.812, Loss: 0.384 Epoch 13 Batch 133/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.811, Loss: 0.359 Epoch 13 Batch 134/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.807, Loss: 0.341 Epoch 13 Batch 135/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.805, Loss: 0.371 Epoch 13 Batch 136/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.808, Loss: 0.343 Epoch 13 Batch 137/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.813, Loss: 0.326 Epoch 13 Batch 138/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.811, Loss: 0.345 Epoch 13 Batch 139/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.807, Loss: 0.373 Epoch 13 Batch 140/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.811, Loss: 0.384 Epoch 13 Batch 141/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.814, Loss: 0.368 Epoch 13 Batch 142/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.809, Loss: 0.355 Epoch 13 Batch 143/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.802, Loss: 0.352 Epoch 13 Batch 144/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.806, Loss: 0.382 Epoch 13 Batch 145/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.805, Loss: 0.369 Epoch 13 Batch 146/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.806, Loss: 0.373 Epoch 13 Batch 147/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.815, Loss: 0.385 Epoch 13 Batch 148/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.816, Loss: 0.369 Epoch 13 Batch 149/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.354 Epoch 13 Batch 150/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.820, Loss: 0.343 Epoch 13 Batch 151/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.822, Loss: 0.336 Epoch 13 Batch 152/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.822, Loss: 0.383 Epoch 13 Batch 153/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.822, Loss: 0.399 Epoch 13 Batch 154/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.814, Loss: 0.360 Epoch 13 Batch 155/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.814, Loss: 0.376 Epoch 13 Batch 156/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.809, Loss: 0.352 Epoch 13 Batch 157/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.806, Loss: 0.368 Epoch 13 Batch 158/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.811, Loss: 0.372 Epoch 13 Batch 159/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.811, Loss: 0.329 Epoch 13 Batch 160/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.814, Loss: 0.347 Epoch 13 Batch 161/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.817, Loss: 0.372 Epoch 13 Batch 162/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.813, Loss: 0.406 Epoch 13 Batch 163/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.822, Loss: 0.390 Epoch 13 Batch 164/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.814, Loss: 0.373 Epoch 13 Batch 165/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.816, Loss: 0.345 Epoch 13 Batch 166/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.815, Loss: 0.365 Epoch 13 Batch 167/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.823, Loss: 0.380 Epoch 13 Batch 168/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.394 Epoch 13 Batch 169/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.824, Loss: 0.373 Epoch 13 Batch 170/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.821, Loss: 0.398 Epoch 13 Batch 171/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.811, Loss: 0.353 Epoch 13 Batch 172/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.815, Loss: 0.339 Epoch 13 Batch 173/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.818, Loss: 0.392 Epoch 13 Batch 174/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.818, Loss: 0.354 Epoch 13 Batch 175/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.818, Loss: 0.350 Epoch 13 Batch 176/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.813, Loss: 0.371 Epoch 13 Batch 177/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.815, Loss: 0.379 Epoch 13 Batch 178/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.807, Loss: 0.354 Epoch 13 Batch 179/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.807, Loss: 0.378 Epoch 13 Batch 180/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.804, Loss: 0.357 Epoch 13 Batch 181/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.805, Loss: 0.402 Epoch 13 Batch 182/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.810, Loss: 0.370 Epoch 13 Batch 183/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.807, Loss: 0.383 Epoch 13 Batch 184/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.808, Loss: 0.339 Epoch 13 Batch 185/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.809, Loss: 0.366 Epoch 13 Batch 186/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.809, Loss: 0.373 Epoch 13 Batch 187/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.805, Loss: 0.349 Epoch 13 Batch 188/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.810, Loss: 0.379 Epoch 13 Batch 189/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.819, Loss: 0.366 Epoch 13 Batch 190/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.827, Loss: 0.362 Epoch 13 Batch 191/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.820, Loss: 0.327 Epoch 13 Batch 192/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.815, Loss: 0.371 Epoch 13 Batch 193/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.344 Epoch 13 Batch 194/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.819, Loss: 0.333 Epoch 13 Batch 195/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.819, Loss: 0.342 Epoch 13 Batch 196/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.822, Loss: 0.357 Epoch 13 Batch 197/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.824, Loss: 0.346 Epoch 13 Batch 198/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.820, Loss: 0.341 Epoch 13 Batch 199/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.338 Epoch 13 Batch 200/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.363 Epoch 13 Batch 201/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.816, Loss: 0.328 Epoch 13 Batch 202/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.818, Loss: 0.384 Epoch 13 Batch 203/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.809, Loss: 0.357 Epoch 13 Batch 204/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.811, Loss: 0.380 Epoch 13 Batch 205/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.803, Loss: 0.368 Epoch 13 Batch 206/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.807, Loss: 0.350 Epoch 13 Batch 207/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.801, Loss: 0.361 Epoch 13 Batch 208/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.803, Loss: 0.369 Epoch 13 Batch 209/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.815, Loss: 0.317 Epoch 13 Batch 210/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.813, Loss: 0.371 Epoch 13 Batch 211/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.348 Epoch 13 Batch 212/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.814, Loss: 0.342 Epoch 13 Batch 213/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.815, Loss: 0.335 Epoch 13 Batch 214/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.814, Loss: 0.359 Epoch 13 Batch 215/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.810, Loss: 0.400 Epoch 13 Batch 216/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.809, Loss: 0.355 Epoch 13 Batch 217/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.809, Loss: 0.328 Epoch 13 Batch 218/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.812, Loss: 0.420 Epoch 13 Batch 219/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.810, Loss: 0.362 Epoch 13 Batch 220/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.377 Epoch 13 Batch 221/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.814, Loss: 0.354 Epoch 13 Batch 222/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.820, Loss: 0.365 Epoch 13 Batch 223/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.825, Loss: 0.320 Epoch 13 Batch 224/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.835, Loss: 0.367 Epoch 13 Batch 225/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.833, Loss: 0.363 Epoch 13 Batch 226/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.833, Loss: 0.359 Epoch 13 Batch 227/1077 - Train Accuracy: 0.766, Validation Accuracy: 0.832, Loss: 0.402 Epoch 13 Batch 228/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.827, Loss: 0.355 Epoch 13 Batch 229/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.824, Loss: 0.369 Epoch 13 Batch 230/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.820, Loss: 0.342 Epoch 13 Batch 231/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.384 Epoch 13 Batch 232/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.830, Loss: 0.377 Epoch 13 Batch 233/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.827, Loss: 0.373 Epoch 13 Batch 234/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.826, Loss: 0.366 Epoch 13 Batch 235/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.329 Epoch 13 Batch 236/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.818, Loss: 0.384 Epoch 13 Batch 237/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.820, Loss: 0.340 Epoch 13 Batch 238/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.818, Loss: 0.367 Epoch 13 Batch 239/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.824, Loss: 0.329 Epoch 13 Batch 240/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.339 Epoch 13 Batch 241/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.325 Epoch 13 Batch 242/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.827, Loss: 0.361 Epoch 13 Batch 243/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.827, Loss: 0.381 Epoch 13 Batch 244/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.824, Loss: 0.374 Epoch 13 Batch 245/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.823, Loss: 0.347 Epoch 13 Batch 246/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.824, Loss: 0.364 Epoch 13 Batch 247/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.828, Loss: 0.362 Epoch 13 Batch 248/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.830, Loss: 0.351 Epoch 13 Batch 249/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.835, Loss: 0.358 Epoch 13 Batch 250/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.832, Loss: 0.337 Epoch 13 Batch 251/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.363 Epoch 13 Batch 252/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.815, Loss: 0.339 Epoch 13 Batch 253/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.811, Loss: 0.356 Epoch 13 Batch 254/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.813, Loss: 0.377 Epoch 13 Batch 255/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.814, Loss: 0.355 Epoch 13 Batch 256/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.809, Loss: 0.404 Epoch 13 Batch 257/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.810, Loss: 0.360 Epoch 13 Batch 258/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.812, Loss: 0.343 Epoch 13 Batch 259/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.808, Loss: 0.351 Epoch 13 Batch 260/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.814, Loss: 0.340 Epoch 13 Batch 261/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.814, Loss: 0.361 Epoch 13 Batch 262/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.810, Loss: 0.349 Epoch 13 Batch 263/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.815, Loss: 0.343 Epoch 13 Batch 264/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.821, Loss: 0.382 Epoch 13 Batch 265/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.824, Loss: 0.361 Epoch 13 Batch 266/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.821, Loss: 0.362 Epoch 13 Batch 267/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.822, Loss: 0.345 Epoch 13 Batch 268/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.822, Loss: 0.359 Epoch 13 Batch 269/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.824, Loss: 0.388 Epoch 13 Batch 270/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.823, Loss: 0.395 Epoch 13 Batch 271/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.821, Loss: 0.357 Epoch 13 Batch 272/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.815, Loss: 0.419 Epoch 13 Batch 273/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.816, Loss: 0.371 Epoch 13 Batch 274/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.811, Loss: 0.353 Epoch 13 Batch 275/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.806, Loss: 0.353 Epoch 13 Batch 276/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.801, Loss: 0.407 Epoch 13 Batch 277/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.792, Loss: 0.330 Epoch 13 Batch 278/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.793, Loss: 0.394 Epoch 13 Batch 279/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.798, Loss: 0.423 Epoch 13 Batch 280/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.797, Loss: 0.383 Epoch 13 Batch 281/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.792, Loss: 0.352 Epoch 13 Batch 282/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.794, Loss: 0.395 Epoch 13 Batch 283/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.805, Loss: 0.370 Epoch 13 Batch 284/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.805, Loss: 0.379 Epoch 13 Batch 285/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.809, Loss: 0.354 Epoch 13 Batch 286/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.808, Loss: 0.363 Epoch 13 Batch 287/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.811, Loss: 0.374 Epoch 13 Batch 288/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.811, Loss: 0.386 Epoch 13 Batch 289/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.804, Loss: 0.361 Epoch 13 Batch 290/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.806, Loss: 0.392 Epoch 13 Batch 291/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.808, Loss: 0.378 Epoch 13 Batch 292/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.801, Loss: 0.342 Epoch 13 Batch 293/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.801, Loss: 0.379 Epoch 13 Batch 294/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.810, Loss: 0.335 Epoch 13 Batch 295/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.817, Loss: 0.373 Epoch 13 Batch 296/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.821, Loss: 0.339 Epoch 13 Batch 297/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.822, Loss: 0.407 Epoch 13 Batch 298/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.812, Loss: 0.371 Epoch 13 Batch 299/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.810, Loss: 0.328 Epoch 13 Batch 300/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.810, Loss: 0.350 Epoch 13 Batch 301/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.810, Loss: 0.357 Epoch 13 Batch 302/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.808, Loss: 0.352 Epoch 13 Batch 303/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.809, Loss: 0.387 Epoch 13 Batch 304/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.810, Loss: 0.345 Epoch 13 Batch 305/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.808, Loss: 0.357 Epoch 13 Batch 306/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.812, Loss: 0.344 Epoch 13 Batch 307/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.817, Loss: 0.362 Epoch 13 Batch 308/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.822, Loss: 0.396 Epoch 13 Batch 309/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.822, Loss: 0.344 Epoch 13 Batch 310/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.830, Loss: 0.380 Epoch 13 Batch 311/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.826, Loss: 0.331 Epoch 13 Batch 312/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.827, Loss: 0.384 Epoch 13 Batch 313/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.334 Epoch 13 Batch 314/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.830, Loss: 0.363 Epoch 13 Batch 315/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.828, Loss: 0.337 Epoch 13 Batch 316/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.822, Loss: 0.327 Epoch 13 Batch 317/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.827, Loss: 0.390 Epoch 13 Batch 318/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.827, Loss: 0.361 Epoch 13 Batch 319/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.827, Loss: 0.359 Epoch 13 Batch 320/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.828, Loss: 0.362 Epoch 13 Batch 321/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.832, Loss: 0.347 Epoch 13 Batch 322/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.828, Loss: 0.353 Epoch 13 Batch 323/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.828, Loss: 0.337 Epoch 13 Batch 324/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.821, Loss: 0.342 Epoch 13 Batch 325/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.820, Loss: 0.352 Epoch 13 Batch 326/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.819, Loss: 0.360 Epoch 13 Batch 327/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.821, Loss: 0.387 Epoch 13 Batch 328/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.814, Loss: 0.396 Epoch 13 Batch 329/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.814, Loss: 0.374 Epoch 13 Batch 330/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.819, Loss: 0.373 Epoch 13 Batch 331/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.378 Epoch 13 Batch 332/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.828, Loss: 0.317 Epoch 13 Batch 333/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.827, Loss: 0.379 Epoch 13 Batch 334/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.361 Epoch 13 Batch 335/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.825, Loss: 0.335 Epoch 13 Batch 336/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.822, Loss: 0.389 Epoch 13 Batch 337/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.819, Loss: 0.381 Epoch 13 Batch 338/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.821, Loss: 0.386 Epoch 13 Batch 339/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.821, Loss: 0.323 Epoch 13 Batch 340/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.816, Loss: 0.371 Epoch 13 Batch 341/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.412 Epoch 13 Batch 342/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.337 Epoch 13 Batch 343/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.821, Loss: 0.351 Epoch 13 Batch 344/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.819, Loss: 0.356 Epoch 13 Batch 345/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.814, Loss: 0.345 Epoch 13 Batch 346/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.815, Loss: 0.376 Epoch 13 Batch 347/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.822, Loss: 0.334 Epoch 13 Batch 348/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.819, Loss: 0.335 Epoch 13 Batch 349/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.814, Loss: 0.361 Epoch 13 Batch 350/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.811, Loss: 0.373 Epoch 13 Batch 351/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.806, Loss: 0.388 Epoch 13 Batch 352/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.806, Loss: 0.368 Epoch 13 Batch 353/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.808, Loss: 0.398 Epoch 13 Batch 354/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.813, Loss: 0.375 Epoch 13 Batch 355/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.807, Loss: 0.376 Epoch 13 Batch 356/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.804, Loss: 0.348 Epoch 13 Batch 357/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.807, Loss: 0.348 Epoch 13 Batch 358/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.808, Loss: 0.380 Epoch 13 Batch 359/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.817, Loss: 0.362 Epoch 13 Batch 360/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.818, Loss: 0.366 Epoch 13 Batch 361/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.818, Loss: 0.382 Epoch 13 Batch 362/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.819, Loss: 0.350 Epoch 13 Batch 363/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.820, Loss: 0.367 Epoch 13 Batch 364/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.821, Loss: 0.382 Epoch 13 Batch 365/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.816, Loss: 0.348 Epoch 13 Batch 366/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.826, Loss: 0.349 Epoch 13 Batch 367/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.821, Loss: 0.320 Epoch 13 Batch 368/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.360 Epoch 13 Batch 369/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.829, Loss: 0.344 Epoch 13 Batch 370/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.833, Loss: 0.364 Epoch 13 Batch 371/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.827, Loss: 0.357 Epoch 13 Batch 372/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.325 Epoch 13 Batch 373/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.316 Epoch 13 Batch 374/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.826, Loss: 0.405 Epoch 13 Batch 375/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.824, Loss: 0.342 Epoch 13 Batch 376/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.821, Loss: 0.335 Epoch 13 Batch 377/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.816, Loss: 0.362 Epoch 13 Batch 378/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.821, Loss: 0.343 Epoch 13 Batch 379/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.821, Loss: 0.392 Epoch 13 Batch 380/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.821, Loss: 0.341 Epoch 13 Batch 381/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.827, Loss: 0.385 Epoch 13 Batch 382/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.396 Epoch 13 Batch 383/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.828, Loss: 0.354 Epoch 13 Batch 384/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.827, Loss: 0.353 Epoch 13 Batch 385/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.367 Epoch 13 Batch 386/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.829, Loss: 0.347 Epoch 13 Batch 387/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.827, Loss: 0.346 Epoch 13 Batch 388/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.829, Loss: 0.355 Epoch 13 Batch 389/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.829, Loss: 0.368 Epoch 13 Batch 390/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.832, Loss: 0.395 Epoch 13 Batch 391/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.829, Loss: 0.349 Epoch 13 Batch 392/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.829, Loss: 0.344 Epoch 13 Batch 393/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.820, Loss: 0.322 Epoch 13 Batch 394/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.376 Epoch 13 Batch 395/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.816, Loss: 0.324 Epoch 13 Batch 396/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.359 Epoch 13 Batch 397/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.819, Loss: 0.360 Epoch 13 Batch 398/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.813, Loss: 0.379 Epoch 13 Batch 399/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.817, Loss: 0.388 Epoch 13 Batch 400/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.817, Loss: 0.387 Epoch 13 Batch 401/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.825, Loss: 0.355 Epoch 13 Batch 402/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.830, Loss: 0.351 Epoch 13 Batch 403/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.834, Loss: 0.383 Epoch 13 Batch 404/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.835, Loss: 0.323 Epoch 13 Batch 405/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.840, Loss: 0.389 Epoch 13 Batch 406/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.841, Loss: 0.348 Epoch 13 Batch 407/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.837, Loss: 0.403 Epoch 13 Batch 408/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.836, Loss: 0.383 Epoch 13 Batch 409/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.389 Epoch 13 Batch 410/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.832, Loss: 0.380 Epoch 13 Batch 411/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.350 Epoch 13 Batch 412/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.829, Loss: 0.347 Epoch 13 Batch 413/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.830, Loss: 0.353 Epoch 13 Batch 414/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.829, Loss: 0.381 Epoch 13 Batch 415/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.834, Loss: 0.359 Epoch 13 Batch 416/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.836, Loss: 0.346 Epoch 13 Batch 417/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.827, Loss: 0.422 Epoch 13 Batch 418/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.822, Loss: 0.361 Epoch 13 Batch 419/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.812, Loss: 0.363 Epoch 13 Batch 420/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.813, Loss: 0.334 Epoch 13 Batch 421/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.381 Epoch 13 Batch 422/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.824, Loss: 0.370 Epoch 13 Batch 423/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.819, Loss: 0.381 Epoch 13 Batch 424/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.828, Loss: 0.369 Epoch 13 Batch 425/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.830, Loss: 0.335 Epoch 13 Batch 426/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.822, Loss: 0.389 Epoch 13 Batch 427/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.822, Loss: 0.355 Epoch 13 Batch 428/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.330 Epoch 13 Batch 429/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.359 Epoch 13 Batch 430/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.827, Loss: 0.356 Epoch 13 Batch 431/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.822, Loss: 0.347 Epoch 13 Batch 432/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.818, Loss: 0.367 Epoch 13 Batch 433/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.806, Loss: 0.374 Epoch 13 Batch 434/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.810, Loss: 0.366 Epoch 13 Batch 435/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.799, Loss: 0.385 Epoch 13 Batch 436/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.808, Loss: 0.334 Epoch 13 Batch 437/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.803, Loss: 0.363 Epoch 13 Batch 438/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.800, Loss: 0.357 Epoch 13 Batch 439/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.797, Loss: 0.381 Epoch 13 Batch 440/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.795, Loss: 0.371 Epoch 13 Batch 441/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.797, Loss: 0.340 Epoch 13 Batch 442/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.797, Loss: 0.352 Epoch 13 Batch 443/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.797, Loss: 0.360 Epoch 13 Batch 444/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.801, Loss: 0.372 Epoch 13 Batch 445/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.801, Loss: 0.381 Epoch 13 Batch 446/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.808, Loss: 0.297 Epoch 13 Batch 447/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.810, Loss: 0.389 Epoch 13 Batch 448/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.810, Loss: 0.381 Epoch 13 Batch 449/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.823, Loss: 0.371 Epoch 13 Batch 450/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.821, Loss: 0.362 Epoch 13 Batch 451/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.815, Loss: 0.345 Epoch 13 Batch 452/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.811, Loss: 0.356 Epoch 13 Batch 453/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.811, Loss: 0.335 Epoch 13 Batch 454/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.818, Loss: 0.375 Epoch 13 Batch 455/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.820, Loss: 0.361 Epoch 13 Batch 456/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.817, Loss: 0.362 Epoch 13 Batch 457/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.810, Loss: 0.324 Epoch 13 Batch 458/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.805, Loss: 0.386 Epoch 13 Batch 459/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.805, Loss: 0.333 Epoch 13 Batch 460/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.804, Loss: 0.367 Epoch 13 Batch 461/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.799, Loss: 0.368 Epoch 13 Batch 462/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.799, Loss: 0.361 Epoch 13 Batch 463/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.799, Loss: 0.360 Epoch 13 Batch 464/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.803, Loss: 0.337 Epoch 13 Batch 465/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.807, Loss: 0.387 Epoch 13 Batch 466/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.808, Loss: 0.339 Epoch 13 Batch 467/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.803, Loss: 0.359 Epoch 13 Batch 468/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.809, Loss: 0.372 Epoch 13 Batch 469/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.812, Loss: 0.352 Epoch 13 Batch 470/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.367 Epoch 13 Batch 471/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.808, Loss: 0.354 Epoch 13 Batch 472/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.809, Loss: 0.360 Epoch 13 Batch 473/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.809, Loss: 0.369 Epoch 13 Batch 474/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.813, Loss: 0.377 Epoch 13 Batch 475/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.810, Loss: 0.342 Epoch 13 Batch 476/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.814, Loss: 0.355 Epoch 13 Batch 477/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.815, Loss: 0.344 Epoch 13 Batch 478/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.818, Loss: 0.380 Epoch 13 Batch 479/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.817, Loss: 0.387 Epoch 13 Batch 480/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.831, Loss: 0.355 Epoch 13 Batch 481/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.823, Loss: 0.354 Epoch 13 Batch 482/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.829, Loss: 0.389 Epoch 13 Batch 483/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.823, Loss: 0.365 Epoch 13 Batch 484/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.818, Loss: 0.360 Epoch 13 Batch 485/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.385 Epoch 13 Batch 486/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.823, Loss: 0.351 Epoch 13 Batch 487/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.825, Loss: 0.376 Epoch 13 Batch 488/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.825, Loss: 0.360 Epoch 13 Batch 489/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.822, Loss: 0.336 Epoch 13 Batch 490/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.826, Loss: 0.371 Epoch 13 Batch 491/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.366 Epoch 13 Batch 492/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.819, Loss: 0.375 Epoch 13 Batch 493/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.817, Loss: 0.330 Epoch 13 Batch 494/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.809, Loss: 0.357 Epoch 13 Batch 495/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.816, Loss: 0.359 Epoch 13 Batch 496/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.814, Loss: 0.346 Epoch 13 Batch 497/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.816, Loss: 0.388 Epoch 13 Batch 498/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.805, Loss: 0.354 Epoch 13 Batch 499/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.801, Loss: 0.338 Epoch 13 Batch 500/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.796, Loss: 0.344 Epoch 13 Batch 501/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.794, Loss: 0.372 Epoch 13 Batch 502/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.804, Loss: 0.353 Epoch 13 Batch 503/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.805, Loss: 0.355 Epoch 13 Batch 504/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.813, Loss: 0.346 Epoch 13 Batch 505/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.812, Loss: 0.316 Epoch 13 Batch 506/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.817, Loss: 0.345 Epoch 13 Batch 507/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.818, Loss: 0.367 Epoch 13 Batch 508/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.826, Loss: 0.343 Epoch 13 Batch 509/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.823, Loss: 0.382 Epoch 13 Batch 510/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.817, Loss: 0.362 Epoch 13 Batch 511/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.817, Loss: 0.373 Epoch 13 Batch 512/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.813, Loss: 0.340 Epoch 13 Batch 513/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.814, Loss: 0.368 Epoch 13 Batch 514/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.818, Loss: 0.367 Epoch 13 Batch 515/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.380 Epoch 13 Batch 516/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.827, Loss: 0.344 Epoch 13 Batch 517/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.817, Loss: 0.360 Epoch 13 Batch 518/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.816, Loss: 0.343 Epoch 13 Batch 519/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.812, Loss: 0.365 Epoch 13 Batch 520/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.808, Loss: 0.332 Epoch 13 Batch 521/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.811, Loss: 0.346 Epoch 13 Batch 522/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.807, Loss: 0.393 Epoch 13 Batch 523/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.804, Loss: 0.364 Epoch 13 Batch 524/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.799, Loss: 0.360 Epoch 13 Batch 525/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.798, Loss: 0.347 Epoch 13 Batch 526/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.798, Loss: 0.356 Epoch 13 Batch 527/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.797, Loss: 0.358 Epoch 13 Batch 528/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.804, Loss: 0.340 Epoch 13 Batch 529/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.804, Loss: 0.343 Epoch 13 Batch 530/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.804, Loss: 0.390 Epoch 13 Batch 531/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.810, Loss: 0.372 Epoch 13 Batch 532/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.809, Loss: 0.388 Epoch 13 Batch 533/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.806, Loss: 0.396 Epoch 13 Batch 534/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.812, Loss: 0.364 Epoch 13 Batch 535/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.819, Loss: 0.349 Epoch 13 Batch 536/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.819, Loss: 0.361 Epoch 13 Batch 537/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.822, Loss: 0.371 Epoch 13 Batch 538/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.818, Loss: 0.334 Epoch 13 Batch 539/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.817, Loss: 0.375 Epoch 13 Batch 540/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.815, Loss: 0.328 Epoch 13 Batch 541/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.816, Loss: 0.357 Epoch 13 Batch 542/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.819, Loss: 0.363 Epoch 13 Batch 543/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.364 Epoch 13 Batch 544/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.820, Loss: 0.358 Epoch 13 Batch 545/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.822, Loss: 0.391 Epoch 13 Batch 546/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.820, Loss: 0.385 Epoch 13 Batch 547/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.819, Loss: 0.370 Epoch 13 Batch 548/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.816, Loss: 0.363 Epoch 13 Batch 549/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.816, Loss: 0.398 Epoch 13 Batch 550/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.810, Loss: 0.367 Epoch 13 Batch 551/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.811, Loss: 0.371 Epoch 13 Batch 552/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.816, Loss: 0.378 Epoch 13 Batch 553/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.812, Loss: 0.373 Epoch 13 Batch 554/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.812, Loss: 0.352 Epoch 13 Batch 555/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.808, Loss: 0.351 Epoch 13 Batch 556/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.332 Epoch 13 Batch 557/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.816, Loss: 0.350 Epoch 13 Batch 558/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.811, Loss: 0.329 Epoch 13 Batch 559/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.810, Loss: 0.372 Epoch 13 Batch 560/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.815, Loss: 0.366 Epoch 13 Batch 561/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.822, Loss: 0.356 Epoch 13 Batch 562/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.825, Loss: 0.342 Epoch 13 Batch 563/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.826, Loss: 0.376 Epoch 13 Batch 564/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.826, Loss: 0.383 Epoch 13 Batch 565/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.829, Loss: 0.385 Epoch 13 Batch 566/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.833, Loss: 0.379 Epoch 13 Batch 567/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.835, Loss: 0.372 Epoch 13 Batch 568/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.830, Loss: 0.360 Epoch 13 Batch 569/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.826, Loss: 0.368 Epoch 13 Batch 570/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.820, Loss: 0.410 Epoch 13 Batch 571/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.822, Loss: 0.336 Epoch 13 Batch 572/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.827, Loss: 0.335 Epoch 13 Batch 573/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.823, Loss: 0.378 Epoch 13 Batch 574/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.809, Loss: 0.370 Epoch 13 Batch 575/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.814, Loss: 0.350 Epoch 13 Batch 576/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.804, Loss: 0.385 Epoch 13 Batch 577/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.807, Loss: 0.379 Epoch 13 Batch 578/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.808, Loss: 0.360 Epoch 13 Batch 579/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.809, Loss: 0.342 Epoch 13 Batch 580/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.808, Loss: 0.327 Epoch 13 Batch 581/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.810, Loss: 0.343 Epoch 13 Batch 582/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.816, Loss: 0.361 Epoch 13 Batch 583/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.814, Loss: 0.385 Epoch 13 Batch 584/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.814, Loss: 0.356 Epoch 13 Batch 585/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.823, Loss: 0.335 Epoch 13 Batch 586/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.815, Loss: 0.380 Epoch 13 Batch 587/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.812, Loss: 0.339 Epoch 13 Batch 588/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.811, Loss: 0.345 Epoch 13 Batch 589/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.811, Loss: 0.366 Epoch 13 Batch 590/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.805, Loss: 0.386 Epoch 13 Batch 591/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.813, Loss: 0.327 Epoch 13 Batch 592/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.816, Loss: 0.387 Epoch 13 Batch 593/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.816, Loss: 0.358 Epoch 13 Batch 594/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.829, Loss: 0.376 Epoch 13 Batch 595/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.831, Loss: 0.364 Epoch 13 Batch 596/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.828, Loss: 0.365 Epoch 13 Batch 597/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.824, Loss: 0.365 Epoch 13 Batch 598/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.821, Loss: 0.341 Epoch 13 Batch 599/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.814, Loss: 0.406 Epoch 13 Batch 600/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.814, Loss: 0.344 Epoch 13 Batch 601/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.808, Loss: 0.358 Epoch 13 Batch 602/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.811, Loss: 0.364 Epoch 13 Batch 603/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.811, Loss: 0.352 Epoch 13 Batch 604/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.817, Loss: 0.386 Epoch 13 Batch 605/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.818, Loss: 0.384 Epoch 13 Batch 606/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.815, Loss: 0.317 Epoch 13 Batch 607/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.343 Epoch 13 Batch 608/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.831, Loss: 0.358 Epoch 13 Batch 609/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.826, Loss: 0.391 Epoch 13 Batch 610/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.828, Loss: 0.396 Epoch 13 Batch 611/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.829, Loss: 0.369 Epoch 13 Batch 612/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.321 Epoch 13 Batch 613/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.828, Loss: 0.373 Epoch 13 Batch 614/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.828, Loss: 0.357 Epoch 13 Batch 615/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.826, Loss: 0.357 Epoch 13 Batch 616/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.821, Loss: 0.379 Epoch 13 Batch 617/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.822, Loss: 0.343 Epoch 13 Batch 618/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.822, Loss: 0.359 Epoch 13 Batch 619/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.820, Loss: 0.376 Epoch 13 Batch 620/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.822, Loss: 0.341 Epoch 13 Batch 621/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.820, Loss: 0.358 Epoch 13 Batch 622/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.388 Epoch 13 Batch 623/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.821, Loss: 0.370 Epoch 13 Batch 624/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.821, Loss: 0.340 Epoch 13 Batch 625/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.821, Loss: 0.353 Epoch 13 Batch 626/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.826, Loss: 0.329 Epoch 13 Batch 627/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.824, Loss: 0.336 Epoch 13 Batch 628/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.819, Loss: 0.401 Epoch 13 Batch 629/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.815, Loss: 0.385 Epoch 13 Batch 630/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.824, Loss: 0.370 Epoch 13 Batch 631/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.820, Loss: 0.356 Epoch 13 Batch 632/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.814, Loss: 0.353 Epoch 13 Batch 633/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.814, Loss: 0.382 Epoch 13 Batch 634/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.812, Loss: 0.335 Epoch 13 Batch 635/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.812, Loss: 0.391 Epoch 13 Batch 636/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.811, Loss: 0.359 Epoch 13 Batch 637/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.807, Loss: 0.353 Epoch 13 Batch 638/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.808, Loss: 0.343 Epoch 13 Batch 639/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.808, Loss: 0.369 Epoch 13 Batch 640/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.816, Loss: 0.337 Epoch 13 Batch 641/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.817, Loss: 0.355 Epoch 13 Batch 642/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.821, Loss: 0.355 Epoch 13 Batch 643/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.813, Loss: 0.326 Epoch 13 Batch 644/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.810, Loss: 0.344 Epoch 13 Batch 645/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.808, Loss: 0.334 Epoch 13 Batch 646/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.813, Loss: 0.348 Epoch 13 Batch 647/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.820, Loss: 0.358 Epoch 13 Batch 648/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.818, Loss: 0.341 Epoch 13 Batch 649/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.818, Loss: 0.366 Epoch 13 Batch 650/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.813, Loss: 0.371 Epoch 13 Batch 651/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.808, Loss: 0.359 Epoch 13 Batch 652/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.809, Loss: 0.390 Epoch 13 Batch 653/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.820, Loss: 0.394 Epoch 13 Batch 654/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.821, Loss: 0.337 Epoch 13 Batch 655/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.820, Loss: 0.391 Epoch 13 Batch 656/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.824, Loss: 0.373 Epoch 13 Batch 657/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.820, Loss: 0.399 Epoch 13 Batch 658/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.815, Loss: 0.340 Epoch 13 Batch 659/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.809, Loss: 0.364 Epoch 13 Batch 660/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.813, Loss: 0.377 Epoch 13 Batch 661/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.806, Loss: 0.327 Epoch 13 Batch 662/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.805, Loss: 0.338 Epoch 13 Batch 663/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.810, Loss: 0.351 Epoch 13 Batch 664/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.805, Loss: 0.353 Epoch 13 Batch 665/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.803, Loss: 0.367 Epoch 13 Batch 666/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.800, Loss: 0.386 Epoch 13 Batch 667/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.797, Loss: 0.389 Epoch 13 Batch 668/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.802, Loss: 0.363 Epoch 13 Batch 669/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.803, Loss: 0.362 Epoch 13 Batch 670/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.801, Loss: 0.330 Epoch 13 Batch 671/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.806, Loss: 0.402 Epoch 13 Batch 672/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.817, Loss: 0.366 Epoch 13 Batch 673/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.814, Loss: 0.349 Epoch 13 Batch 674/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.811, Loss: 0.367 Epoch 13 Batch 675/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.806, Loss: 0.368 Epoch 13 Batch 676/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.799, Loss: 0.362 Epoch 13 Batch 677/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.799, Loss: 0.367 Epoch 13 Batch 678/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.802, Loss: 0.355 Epoch 13 Batch 679/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.799, Loss: 0.376 Epoch 13 Batch 680/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.803, Loss: 0.352 Epoch 13 Batch 681/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.808, Loss: 0.376 Epoch 13 Batch 682/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.815, Loss: 0.369 Epoch 13 Batch 683/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.813, Loss: 0.368 Epoch 13 Batch 684/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.825, Loss: 0.359 Epoch 13 Batch 685/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.827, Loss: 0.369 Epoch 13 Batch 686/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.839, Loss: 0.348 Epoch 13 Batch 687/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.833, Loss: 0.403 Epoch 13 Batch 688/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.357 Epoch 13 Batch 689/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.825, Loss: 0.329 Epoch 13 Batch 690/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.365 Epoch 13 Batch 691/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.832, Loss: 0.397 Epoch 13 Batch 692/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.836, Loss: 0.338 Epoch 13 Batch 693/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.832, Loss: 0.407 Epoch 13 Batch 694/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.828, Loss: 0.341 Epoch 13 Batch 695/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.836, Loss: 0.331 Epoch 13 Batch 696/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.829, Loss: 0.373 Epoch 13 Batch 697/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.355 Epoch 13 Batch 698/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.827, Loss: 0.365 Epoch 13 Batch 699/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.821, Loss: 0.363 Epoch 13 Batch 700/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.823, Loss: 0.350 Epoch 13 Batch 701/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.828, Loss: 0.389 Epoch 13 Batch 702/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.830, Loss: 0.372 Epoch 13 Batch 703/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.826, Loss: 0.373 Epoch 13 Batch 704/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.826, Loss: 0.393 Epoch 13 Batch 705/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.829, Loss: 0.382 Epoch 13 Batch 706/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.833, Loss: 0.385 Epoch 13 Batch 707/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.349 Epoch 13 Batch 708/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.826, Loss: 0.375 Epoch 13 Batch 709/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.827, Loss: 0.389 Epoch 13 Batch 710/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.824, Loss: 0.358 Epoch 13 Batch 711/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.818, Loss: 0.374 Epoch 13 Batch 712/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.818, Loss: 0.352 Epoch 13 Batch 713/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.820, Loss: 0.326 Epoch 13 Batch 714/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.820, Loss: 0.343 Epoch 13 Batch 715/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.820, Loss: 0.375 Epoch 13 Batch 716/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.819, Loss: 0.328 Epoch 13 Batch 717/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.819, Loss: 0.343 Epoch 13 Batch 718/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.361 Epoch 13 Batch 719/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.323 Epoch 13 Batch 720/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.817, Loss: 0.396 Epoch 13 Batch 721/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.817, Loss: 0.373 Epoch 13 Batch 722/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.817, Loss: 0.372 Epoch 13 Batch 723/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.817, Loss: 0.345 Epoch 13 Batch 724/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.818, Loss: 0.383 Epoch 13 Batch 725/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.817, Loss: 0.327 Epoch 13 Batch 726/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.816, Loss: 0.349 Epoch 13 Batch 727/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.821, Loss: 0.335 Epoch 13 Batch 728/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.823, Loss: 0.357 Epoch 13 Batch 729/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.821, Loss: 0.364 Epoch 13 Batch 730/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.368 Epoch 13 Batch 731/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.827, Loss: 0.369 Epoch 13 Batch 732/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.828, Loss: 0.378 Epoch 13 Batch 733/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.386 Epoch 13 Batch 734/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.825, Loss: 0.388 Epoch 13 Batch 735/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.827, Loss: 0.367 Epoch 13 Batch 736/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.344 Epoch 13 Batch 737/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.826, Loss: 0.378 Epoch 13 Batch 738/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.826, Loss: 0.310 Epoch 13 Batch 739/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.355 Epoch 13 Batch 740/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.826, Loss: 0.357 Epoch 13 Batch 741/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.828, Loss: 0.361 Epoch 13 Batch 742/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.825, Loss: 0.370 Epoch 13 Batch 743/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.350 Epoch 13 Batch 744/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.819, Loss: 0.334 Epoch 13 Batch 745/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.819, Loss: 0.360 Epoch 13 Batch 746/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.818, Loss: 0.354 Epoch 13 Batch 747/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.820, Loss: 0.330 Epoch 13 Batch 748/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.819, Loss: 0.358 Epoch 13 Batch 749/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.819, Loss: 0.377 Epoch 13 Batch 750/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.821, Loss: 0.349 Epoch 13 Batch 751/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.345 Epoch 13 Batch 752/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.824, Loss: 0.331 Epoch 13 Batch 753/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.819, Loss: 0.342 Epoch 13 Batch 754/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.820, Loss: 0.376 Epoch 13 Batch 755/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.815, Loss: 0.358 Epoch 13 Batch 756/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.814, Loss: 0.351 Epoch 13 Batch 757/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.373 Epoch 13 Batch 758/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.823, Loss: 0.335 Epoch 13 Batch 759/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.328 Epoch 13 Batch 760/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.825, Loss: 0.383 Epoch 13 Batch 761/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.828, Loss: 0.371 Epoch 13 Batch 762/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.833, Loss: 0.337 Epoch 13 Batch 763/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.337 Epoch 13 Batch 764/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.361 Epoch 13 Batch 765/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.832, Loss: 0.338 Epoch 13 Batch 766/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.836, Loss: 0.385 Epoch 13 Batch 767/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.832, Loss: 0.345 Epoch 13 Batch 768/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.833, Loss: 0.360 Epoch 13 Batch 769/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.356 Epoch 13 Batch 770/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.828, Loss: 0.337 Epoch 13 Batch 771/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.830, Loss: 0.373 Epoch 13 Batch 772/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.830, Loss: 0.352 Epoch 13 Batch 773/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.836, Loss: 0.346 Epoch 13 Batch 774/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.835, Loss: 0.393 Epoch 13 Batch 775/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.830, Loss: 0.360 Epoch 13 Batch 776/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.353 Epoch 13 Batch 777/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.365 Epoch 13 Batch 778/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.829, Loss: 0.335 Epoch 13 Batch 779/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.828, Loss: 0.359 Epoch 13 Batch 780/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.827, Loss: 0.365 Epoch 13 Batch 781/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.831, Loss: 0.326 Epoch 13 Batch 782/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.823, Loss: 0.335 Epoch 13 Batch 783/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.825, Loss: 0.374 Epoch 13 Batch 784/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.367 Epoch 13 Batch 785/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.827, Loss: 0.327 Epoch 13 Batch 786/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.360 Epoch 13 Batch 787/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.825, Loss: 0.342 Epoch 13 Batch 788/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.826, Loss: 0.330 Epoch 13 Batch 789/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.371 Epoch 13 Batch 790/1077 - Train Accuracy: 0.762, Validation Accuracy: 0.826, Loss: 0.391 Epoch 13 Batch 791/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.826, Loss: 0.336 Epoch 13 Batch 792/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.826, Loss: 0.368 Epoch 13 Batch 793/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.358 Epoch 13 Batch 794/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.826, Loss: 0.355 Epoch 13 Batch 795/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.826, Loss: 0.370 Epoch 13 Batch 796/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.831, Loss: 0.362 Epoch 13 Batch 797/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.347 Epoch 13 Batch 798/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.824, Loss: 0.370 Epoch 13 Batch 799/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.824, Loss: 0.394 Epoch 13 Batch 800/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.825, Loss: 0.344 Epoch 13 Batch 801/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.819, Loss: 0.369 Epoch 13 Batch 802/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.818, Loss: 0.359 Epoch 13 Batch 803/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.816, Loss: 0.373 Epoch 13 Batch 804/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.817, Loss: 0.357 Epoch 13 Batch 805/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.813, Loss: 0.360 Epoch 13 Batch 806/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.815, Loss: 0.362 Epoch 13 Batch 807/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.819, Loss: 0.335 Epoch 13 Batch 808/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.821, Loss: 0.385 Epoch 13 Batch 809/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.820, Loss: 0.375 Epoch 13 Batch 810/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.821, Loss: 0.339 Epoch 13 Batch 811/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.329 Epoch 13 Batch 812/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.830, Loss: 0.364 Epoch 13 Batch 813/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.832, Loss: 0.344 Epoch 13 Batch 814/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.829, Loss: 0.378 Epoch 13 Batch 815/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.828, Loss: 0.347 Epoch 13 Batch 816/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.826, Loss: 0.361 Epoch 13 Batch 817/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.819, Loss: 0.385 Epoch 13 Batch 818/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.372 Epoch 13 Batch 819/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.357 Epoch 13 Batch 820/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.828, Loss: 0.376 Epoch 13 Batch 821/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.351 Epoch 13 Batch 822/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.354 Epoch 13 Batch 823/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.335 Epoch 13 Batch 824/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.336 Epoch 13 Batch 825/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.823, Loss: 0.355 Epoch 13 Batch 826/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.824, Loss: 0.346 Epoch 13 Batch 827/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.828, Loss: 0.394 Epoch 13 Batch 828/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.359 Epoch 13 Batch 829/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.832, Loss: 0.380 Epoch 13 Batch 830/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.831, Loss: 0.357 Epoch 13 Batch 831/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.829, Loss: 0.351 Epoch 13 Batch 832/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.343 Epoch 13 Batch 833/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.825, Loss: 0.350 Epoch 13 Batch 834/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.821, Loss: 0.346 Epoch 13 Batch 835/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.821, Loss: 0.358 Epoch 13 Batch 836/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.822, Loss: 0.363 Epoch 13 Batch 837/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.828, Loss: 0.397 Epoch 13 Batch 838/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.831, Loss: 0.338 Epoch 13 Batch 839/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.343 Epoch 13 Batch 840/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.832, Loss: 0.329 Epoch 13 Batch 841/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.832, Loss: 0.356 Epoch 13 Batch 842/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.832, Loss: 0.338 Epoch 13 Batch 843/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.832, Loss: 0.356 Epoch 13 Batch 844/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.834, Loss: 0.330 Epoch 13 Batch 845/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.828, Loss: 0.357 Epoch 13 Batch 846/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.828, Loss: 0.377 Epoch 13 Batch 847/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.368 Epoch 13 Batch 848/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.829, Loss: 0.352 Epoch 13 Batch 849/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.833, Loss: 0.345 Epoch 13 Batch 850/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.831, Loss: 0.387 Epoch 13 Batch 851/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.831, Loss: 0.356 Epoch 13 Batch 852/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.830, Loss: 0.364 Epoch 13 Batch 853/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.342 Epoch 13 Batch 854/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.823, Loss: 0.379 Epoch 13 Batch 855/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.817, Loss: 0.376 Epoch 13 Batch 856/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.829, Loss: 0.368 Epoch 13 Batch 857/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.829, Loss: 0.336 Epoch 13 Batch 858/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.825, Loss: 0.342 Epoch 13 Batch 859/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.369 Epoch 13 Batch 860/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.823, Loss: 0.341 Epoch 13 Batch 861/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.830, Loss: 0.358 Epoch 13 Batch 862/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.832, Loss: 0.358 Epoch 13 Batch 863/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.829, Loss: 0.349 Epoch 13 Batch 864/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.829, Loss: 0.344 Epoch 13 Batch 865/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.831, Loss: 0.319 Epoch 13 Batch 866/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.828, Loss: 0.350 Epoch 13 Batch 867/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.827, Loss: 0.397 Epoch 13 Batch 868/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.830, Loss: 0.348 Epoch 13 Batch 869/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.829, Loss: 0.356 Epoch 13 Batch 870/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.831, Loss: 0.411 Epoch 13 Batch 871/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.830, Loss: 0.340 Epoch 13 Batch 872/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.828, Loss: 0.338 Epoch 13 Batch 873/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.828, Loss: 0.356 Epoch 13 Batch 874/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.829, Loss: 0.361 Epoch 13 Batch 875/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.824, Loss: 0.375 Epoch 13 Batch 876/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.823, Loss: 0.368 Epoch 13 Batch 877/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.330 Epoch 13 Batch 878/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.823, Loss: 0.348 Epoch 13 Batch 879/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.826, Loss: 0.331 Epoch 13 Batch 880/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.825, Loss: 0.338 Epoch 13 Batch 881/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.382 Epoch 13 Batch 882/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.819, Loss: 0.398 Epoch 13 Batch 883/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.821, Loss: 0.421 Epoch 13 Batch 884/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.333 Epoch 13 Batch 885/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.325 Epoch 13 Batch 886/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.829, Loss: 0.365 Epoch 13 Batch 887/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.829, Loss: 0.371 Epoch 13 Batch 888/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.816, Loss: 0.344 Epoch 13 Batch 889/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.815, Loss: 0.360 Epoch 13 Batch 890/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.816, Loss: 0.333 Epoch 13 Batch 891/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.808, Loss: 0.355 Epoch 13 Batch 892/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.812, Loss: 0.341 Epoch 13 Batch 893/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.816, Loss: 0.352 Epoch 13 Batch 894/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.819, Loss: 0.330 Epoch 13 Batch 895/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.821, Loss: 0.367 Epoch 13 Batch 896/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.822, Loss: 0.394 Epoch 13 Batch 897/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.827, Loss: 0.319 Epoch 13 Batch 898/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.828, Loss: 0.322 Epoch 13 Batch 899/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.818, Loss: 0.361 Epoch 13 Batch 900/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.828, Loss: 0.375 Epoch 13 Batch 901/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.829, Loss: 0.370 Epoch 13 Batch 902/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.831, Loss: 0.357 Epoch 13 Batch 903/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.340 Epoch 13 Batch 904/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.829, Loss: 0.361 Epoch 13 Batch 905/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.336 Epoch 13 Batch 906/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.831, Loss: 0.347 Epoch 13 Batch 907/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.829, Loss: 0.346 Epoch 13 Batch 908/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.831, Loss: 0.367 Epoch 13 Batch 909/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.836, Loss: 0.360 Epoch 13 Batch 910/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.838, Loss: 0.344 Epoch 13 Batch 911/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.836, Loss: 0.329 Epoch 13 Batch 912/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.833, Loss: 0.356 Epoch 13 Batch 913/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.830, Loss: 0.381 Epoch 13 Batch 914/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.827, Loss: 0.340 Epoch 13 Batch 915/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.823, Loss: 0.369 Epoch 13 Batch 916/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.831, Loss: 0.359 Epoch 13 Batch 917/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.829, Loss: 0.362 Epoch 13 Batch 918/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.832, Loss: 0.336 Epoch 13 Batch 919/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.346 Epoch 13 Batch 920/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.834, Loss: 0.378 Epoch 13 Batch 921/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.836, Loss: 0.367 Epoch 13 Batch 922/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.838, Loss: 0.340 Epoch 13 Batch 923/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.833, Loss: 0.346 Epoch 13 Batch 924/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.388 Epoch 13 Batch 925/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.824, Loss: 0.340 Epoch 13 Batch 926/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.829, Loss: 0.374 Epoch 13 Batch 927/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.825, Loss: 0.387 Epoch 13 Batch 928/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.825, Loss: 0.349 Epoch 13 Batch 929/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.828, Loss: 0.383 Epoch 13 Batch 930/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.833, Loss: 0.347 Epoch 13 Batch 931/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.832, Loss: 0.347 Epoch 13 Batch 932/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.832, Loss: 0.341 Epoch 13 Batch 933/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.362 Epoch 13 Batch 934/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.817, Loss: 0.340 Epoch 13 Batch 935/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.817, Loss: 0.357 Epoch 13 Batch 936/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.821, Loss: 0.363 Epoch 13 Batch 937/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.820, Loss: 0.386 Epoch 13 Batch 938/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.378 Epoch 13 Batch 939/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.815, Loss: 0.370 Epoch 13 Batch 940/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.817, Loss: 0.345 Epoch 13 Batch 941/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.818, Loss: 0.327 Epoch 13 Batch 942/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.821, Loss: 0.379 Epoch 13 Batch 943/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.825, Loss: 0.364 Epoch 13 Batch 944/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.822, Loss: 0.340 Epoch 13 Batch 945/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.821, Loss: 0.336 Epoch 13 Batch 946/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.819, Loss: 0.358 Epoch 13 Batch 947/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.816, Loss: 0.393 Epoch 13 Batch 948/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.821, Loss: 0.347 Epoch 13 Batch 949/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.816, Loss: 0.319 Epoch 13 Batch 950/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.802, Loss: 0.343 Epoch 13 Batch 951/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.803, Loss: 0.341 Epoch 13 Batch 952/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.802, Loss: 0.337 Epoch 13 Batch 953/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.806, Loss: 0.347 Epoch 13 Batch 954/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.802, Loss: 0.357 Epoch 13 Batch 955/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.806, Loss: 0.361 Epoch 13 Batch 956/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.814, Loss: 0.356 Epoch 13 Batch 957/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.811, Loss: 0.336 Epoch 13 Batch 958/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.809, Loss: 0.352 Epoch 13 Batch 959/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.806, Loss: 0.347 Epoch 13 Batch 960/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.812, Loss: 0.340 Epoch 13 Batch 961/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.821, Loss: 0.376 Epoch 13 Batch 962/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.827, Loss: 0.362 Epoch 13 Batch 963/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.826, Loss: 0.398 Epoch 13 Batch 964/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.822, Loss: 0.328 Epoch 13 Batch 965/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.821, Loss: 0.381 Epoch 13 Batch 966/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.825, Loss: 0.326 Epoch 13 Batch 967/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.822, Loss: 0.342 Epoch 13 Batch 968/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.820, Loss: 0.380 Epoch 13 Batch 969/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.819, Loss: 0.358 Epoch 13 Batch 970/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.367 Epoch 13 Batch 971/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.824, Loss: 0.343 Epoch 13 Batch 972/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.824, Loss: 0.353 Epoch 13 Batch 973/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.815, Loss: 0.328 Epoch 13 Batch 974/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.816, Loss: 0.344 Epoch 13 Batch 975/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.811, Loss: 0.338 Epoch 13 Batch 976/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.811, Loss: 0.345 Epoch 13 Batch 977/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.816, Loss: 0.321 Epoch 13 Batch 978/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.815, Loss: 0.354 Epoch 13 Batch 979/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.827, Loss: 0.386 Epoch 13 Batch 980/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.826, Loss: 0.350 Epoch 13 Batch 981/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.827, Loss: 0.366 Epoch 13 Batch 982/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.822, Loss: 0.340 Epoch 13 Batch 983/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.381 Epoch 13 Batch 984/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.822, Loss: 0.382 Epoch 13 Batch 985/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.820, Loss: 0.332 Epoch 13 Batch 986/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.820, Loss: 0.375 Epoch 13 Batch 987/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.820, Loss: 0.321 Epoch 13 Batch 988/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.821, Loss: 0.365 Epoch 13 Batch 989/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.816, Loss: 0.377 Epoch 13 Batch 990/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.819, Loss: 0.381 Epoch 13 Batch 991/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.367 Epoch 13 Batch 992/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.820, Loss: 0.352 Epoch 13 Batch 993/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.820, Loss: 0.319 Epoch 13 Batch 994/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.820, Loss: 0.357 Epoch 13 Batch 995/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.821, Loss: 0.333 Epoch 13 Batch 996/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.819, Loss: 0.361 Epoch 13 Batch 997/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.819, Loss: 0.376 Epoch 13 Batch 998/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.824, Loss: 0.341 Epoch 13 Batch 999/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.816, Loss: 0.350 Epoch 13 Batch 1000/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.807, Loss: 0.329 Epoch 13 Batch 1001/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.800, Loss: 0.316 Epoch 13 Batch 1002/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.805, Loss: 0.336 Epoch 13 Batch 1003/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.813, Loss: 0.343 Epoch 13 Batch 1004/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.822, Loss: 0.365 Epoch 13 Batch 1005/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.828, Loss: 0.355 Epoch 13 Batch 1006/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.336 Epoch 13 Batch 1007/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.829, Loss: 0.342 Epoch 13 Batch 1008/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.394 Epoch 13 Batch 1009/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.316 Epoch 13 Batch 1010/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.367 Epoch 13 Batch 1011/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.831, Loss: 0.368 Epoch 13 Batch 1012/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.835, Loss: 0.323 Epoch 13 Batch 1013/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.829, Loss: 0.322 Epoch 13 Batch 1014/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.825, Loss: 0.366 Epoch 13 Batch 1015/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.830, Loss: 0.398 Epoch 13 Batch 1016/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.829, Loss: 0.355 Epoch 13 Batch 1017/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.829, Loss: 0.364 Epoch 13 Batch 1018/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.831, Loss: 0.334 Epoch 13 Batch 1019/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.823, Loss: 0.384 Epoch 13 Batch 1020/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.826, Loss: 0.338 Epoch 13 Batch 1021/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.825, Loss: 0.350 Epoch 13 Batch 1022/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.823, Loss: 0.324 Epoch 13 Batch 1023/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.333 Epoch 13 Batch 1024/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.829, Loss: 0.395 Epoch 13 Batch 1025/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.830, Loss: 0.363 Epoch 13 Batch 1026/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.824, Loss: 0.337 Epoch 13 Batch 1027/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.825, Loss: 0.389 Epoch 13 Batch 1028/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.820, Loss: 0.344 Epoch 13 Batch 1029/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.822, Loss: 0.347 Epoch 13 Batch 1030/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.831, Loss: 0.357 Epoch 13 Batch 1031/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.824, Loss: 0.378 Epoch 13 Batch 1032/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.383 Epoch 13 Batch 1033/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.824, Loss: 0.367 Epoch 13 Batch 1034/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.827, Loss: 0.366 Epoch 13 Batch 1035/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.834, Loss: 0.331 Epoch 13 Batch 1036/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.835, Loss: 0.368 Epoch 13 Batch 1037/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.827, Loss: 0.386 Epoch 13 Batch 1038/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.363 Epoch 13 Batch 1039/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.337 Epoch 13 Batch 1040/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.820, Loss: 0.362 Epoch 13 Batch 1041/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.825, Loss: 0.368 Epoch 13 Batch 1042/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.826, Loss: 0.354 Epoch 13 Batch 1043/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.826, Loss: 0.373 Epoch 13 Batch 1044/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.824, Loss: 0.375 Epoch 13 Batch 1045/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.818, Loss: 0.386 Epoch 13 Batch 1046/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.825, Loss: 0.317 Epoch 13 Batch 1047/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.352 Epoch 13 Batch 1048/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.822, Loss: 0.351 Epoch 13 Batch 1049/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.822, Loss: 0.382 Epoch 13 Batch 1050/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.821, Loss: 0.371 Epoch 13 Batch 1051/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.825, Loss: 0.358 Epoch 13 Batch 1052/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.829, Loss: 0.340 Epoch 13 Batch 1053/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.828, Loss: 0.349 Epoch 13 Batch 1054/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.356 Epoch 13 Batch 1055/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.363 Epoch 13 Batch 1056/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.820, Loss: 0.325 Epoch 13 Batch 1057/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.830, Loss: 0.363 Epoch 13 Batch 1058/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.832, Loss: 0.409 Epoch 13 Batch 1059/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.835, Loss: 0.404 Epoch 13 Batch 1060/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.330 Epoch 13 Batch 1061/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.827, Loss: 0.380 Epoch 13 Batch 1062/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.831, Loss: 0.365 Epoch 13 Batch 1063/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.833, Loss: 0.343 Epoch 13 Batch 1064/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.822, Loss: 0.366 Epoch 13 Batch 1065/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.818, Loss: 0.349 Epoch 13 Batch 1066/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.809, Loss: 0.339 Epoch 13 Batch 1067/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.814, Loss: 0.350 Epoch 13 Batch 1068/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.816, Loss: 0.348 Epoch 13 Batch 1069/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.829, Loss: 0.326 Epoch 13 Batch 1070/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.832, Loss: 0.349 Epoch 13 Batch 1071/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.831, Loss: 0.340 Epoch 13 Batch 1072/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.830, Loss: 0.360 Epoch 13 Batch 1073/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.840, Loss: 0.374 Epoch 13 Batch 1074/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.840, Loss: 0.373 Epoch 13 Batch 1075/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.834, Loss: 0.375 Epoch 14 Batch 0/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.830, Loss: 0.322 Epoch 14 Batch 1/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.341 Epoch 14 Batch 2/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.828, Loss: 0.378 Epoch 14 Batch 3/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.333 Epoch 14 Batch 4/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.825, Loss: 0.369 Epoch 14 Batch 5/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.828, Loss: 0.377 Epoch 14 Batch 6/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.821, Loss: 0.367 Epoch 14 Batch 7/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.334 Epoch 14 Batch 8/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.820, Loss: 0.354 Epoch 14 Batch 9/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.827, Loss: 0.335 Epoch 14 Batch 10/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.823, Loss: 0.376 Epoch 14 Batch 11/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.823, Loss: 0.372 Epoch 14 Batch 12/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.824, Loss: 0.345 Epoch 14 Batch 13/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.824, Loss: 0.359 Epoch 14 Batch 14/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.825, Loss: 0.322 Epoch 14 Batch 15/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.820, Loss: 0.341 Epoch 14 Batch 16/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.825, Loss: 0.351 Epoch 14 Batch 17/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.825, Loss: 0.333 Epoch 14 Batch 18/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.830, Loss: 0.339 Epoch 14 Batch 19/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.826, Loss: 0.352 Epoch 14 Batch 20/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.827, Loss: 0.335 Epoch 14 Batch 21/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.826, Loss: 0.383 Epoch 14 Batch 22/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.827, Loss: 0.364 Epoch 14 Batch 23/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.826, Loss: 0.358 Epoch 14 Batch 24/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.338 Epoch 14 Batch 25/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.827, Loss: 0.343 Epoch 14 Batch 26/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.828, Loss: 0.383 Epoch 14 Batch 27/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.319 Epoch 14 Batch 28/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.828, Loss: 0.351 Epoch 14 Batch 29/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.828, Loss: 0.336 Epoch 14 Batch 30/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.827, Loss: 0.329 Epoch 14 Batch 31/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.821, Loss: 0.355 Epoch 14 Batch 32/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.820, Loss: 0.333 Epoch 14 Batch 33/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.822, Loss: 0.328 Epoch 14 Batch 34/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.825, Loss: 0.369 Epoch 14 Batch 35/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.825, Loss: 0.347 Epoch 14 Batch 36/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.819, Loss: 0.351 Epoch 14 Batch 37/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.820, Loss: 0.363 Epoch 14 Batch 38/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.827, Loss: 0.382 Epoch 14 Batch 39/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.832, Loss: 0.393 Epoch 14 Batch 40/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.824, Loss: 0.355 Epoch 14 Batch 41/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.824, Loss: 0.357 Epoch 14 Batch 42/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.392 Epoch 14 Batch 43/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.821, Loss: 0.348 Epoch 14 Batch 44/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.818, Loss: 0.362 Epoch 14 Batch 45/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.815, Loss: 0.357 Epoch 14 Batch 46/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.819, Loss: 0.369 Epoch 14 Batch 47/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.829, Loss: 0.356 Epoch 14 Batch 48/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.819, Loss: 0.398 Epoch 14 Batch 49/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.819, Loss: 0.386 Epoch 14 Batch 50/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.819, Loss: 0.350 Epoch 14 Batch 51/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.337 Epoch 14 Batch 52/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.819, Loss: 0.352 Epoch 14 Batch 53/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.346 Epoch 14 Batch 54/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.822, Loss: 0.397 Epoch 14 Batch 55/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.820, Loss: 0.343 Epoch 14 Batch 56/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.821, Loss: 0.329 Epoch 14 Batch 57/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.821, Loss: 0.334 Epoch 14 Batch 58/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.328 Epoch 14 Batch 59/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.820, Loss: 0.355 Epoch 14 Batch 60/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.819, Loss: 0.344 Epoch 14 Batch 61/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.362 Epoch 14 Batch 62/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.815, Loss: 0.370 Epoch 14 Batch 63/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.811, Loss: 0.336 Epoch 14 Batch 64/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.811, Loss: 0.331 Epoch 14 Batch 65/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.811, Loss: 0.352 Epoch 14 Batch 66/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.810, Loss: 0.330 Epoch 14 Batch 67/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.815, Loss: 0.351 Epoch 14 Batch 68/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.816, Loss: 0.366 Epoch 14 Batch 69/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.810, Loss: 0.385 Epoch 14 Batch 70/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.815, Loss: 0.348 Epoch 14 Batch 71/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.814, Loss: 0.325 Epoch 14 Batch 72/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.813, Loss: 0.376 Epoch 14 Batch 73/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.815, Loss: 0.366 Epoch 14 Batch 74/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.814, Loss: 0.321 Epoch 14 Batch 75/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.816, Loss: 0.393 Epoch 14 Batch 76/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.818, Loss: 0.328 Epoch 14 Batch 77/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.816, Loss: 0.357 Epoch 14 Batch 78/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.826, Loss: 0.365 Epoch 14 Batch 79/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.825, Loss: 0.358 Epoch 14 Batch 80/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.831, Loss: 0.362 Epoch 14 Batch 81/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.826, Loss: 0.349 Epoch 14 Batch 82/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.313 Epoch 14 Batch 83/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.820, Loss: 0.367 Epoch 14 Batch 84/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.353 Epoch 14 Batch 85/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.812, Loss: 0.329 Epoch 14 Batch 86/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.811, Loss: 0.348 Epoch 14 Batch 87/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.814, Loss: 0.374 Epoch 14 Batch 88/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.818, Loss: 0.378 Epoch 14 Batch 89/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.812, Loss: 0.374 Epoch 14 Batch 90/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.811, Loss: 0.370 Epoch 14 Batch 91/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.812, Loss: 0.317 Epoch 14 Batch 92/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.810, Loss: 0.359 Epoch 14 Batch 93/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.816, Loss: 0.353 Epoch 14 Batch 94/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.812, Loss: 0.331 Epoch 14 Batch 95/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.812, Loss: 0.352 Epoch 14 Batch 96/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.808, Loss: 0.339 Epoch 14 Batch 97/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.813, Loss: 0.349 Epoch 14 Batch 98/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.815, Loss: 0.335 Epoch 14 Batch 99/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.816, Loss: 0.340 Epoch 14 Batch 100/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.833, Loss: 0.354 Epoch 14 Batch 101/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.834, Loss: 0.351 Epoch 14 Batch 102/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.832, Loss: 0.325 Epoch 14 Batch 103/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.828, Loss: 0.390 Epoch 14 Batch 104/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.821, Loss: 0.349 Epoch 14 Batch 105/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.814, Loss: 0.353 Epoch 14 Batch 106/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.819, Loss: 0.390 Epoch 14 Batch 107/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.816, Loss: 0.335 Epoch 14 Batch 108/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.815, Loss: 0.320 Epoch 14 Batch 109/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.815, Loss: 0.345 Epoch 14 Batch 110/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.822, Loss: 0.309 Epoch 14 Batch 111/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.822, Loss: 0.358 Epoch 14 Batch 112/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.826, Loss: 0.344 Epoch 14 Batch 113/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.826, Loss: 0.366 Epoch 14 Batch 114/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.336 Epoch 14 Batch 115/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.827, Loss: 0.365 Epoch 14 Batch 116/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.827, Loss: 0.389 Epoch 14 Batch 117/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.379 Epoch 14 Batch 118/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.814, Loss: 0.389 Epoch 14 Batch 119/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.814, Loss: 0.356 Epoch 14 Batch 120/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.818, Loss: 0.382 Epoch 14 Batch 121/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.823, Loss: 0.345 Epoch 14 Batch 122/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.813, Loss: 0.348 Epoch 14 Batch 123/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.812, Loss: 0.316 Epoch 14 Batch 124/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.815, Loss: 0.379 Epoch 14 Batch 125/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.813, Loss: 0.365 Epoch 14 Batch 126/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.806, Loss: 0.331 Epoch 14 Batch 127/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.806, Loss: 0.334 Epoch 14 Batch 128/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.336 Epoch 14 Batch 129/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.821, Loss: 0.369 Epoch 14 Batch 130/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.817, Loss: 0.315 Epoch 14 Batch 131/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.816, Loss: 0.340 Epoch 14 Batch 132/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.813, Loss: 0.354 Epoch 14 Batch 133/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.817, Loss: 0.353 Epoch 14 Batch 134/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.825, Loss: 0.342 Epoch 14 Batch 135/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.825, Loss: 0.356 Epoch 14 Batch 136/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.352 Epoch 14 Batch 137/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.823, Loss: 0.298 Epoch 14 Batch 138/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.825, Loss: 0.318 Epoch 14 Batch 139/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.820, Loss: 0.362 Epoch 14 Batch 140/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.820, Loss: 0.360 Epoch 14 Batch 141/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.817, Loss: 0.370 Epoch 14 Batch 142/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.825, Loss: 0.340 Epoch 14 Batch 143/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.824, Loss: 0.357 Epoch 14 Batch 144/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.363 Epoch 14 Batch 145/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.368 Epoch 14 Batch 146/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.823, Loss: 0.394 Epoch 14 Batch 147/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.824, Loss: 0.394 Epoch 14 Batch 148/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.825, Loss: 0.357 Epoch 14 Batch 149/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.821, Loss: 0.354 Epoch 14 Batch 150/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.820, Loss: 0.332 Epoch 14 Batch 151/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.820, Loss: 0.316 Epoch 14 Batch 152/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.821, Loss: 0.381 Epoch 14 Batch 153/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.818, Loss: 0.382 Epoch 14 Batch 154/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.821, Loss: 0.346 Epoch 14 Batch 155/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.356 Epoch 14 Batch 156/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.828, Loss: 0.344 Epoch 14 Batch 157/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.824, Loss: 0.335 Epoch 14 Batch 158/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.826, Loss: 0.358 Epoch 14 Batch 159/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.828, Loss: 0.311 Epoch 14 Batch 160/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.825, Loss: 0.337 Epoch 14 Batch 161/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.824, Loss: 0.350 Epoch 14 Batch 162/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.826, Loss: 0.395 Epoch 14 Batch 163/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.383 Epoch 14 Batch 164/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.381 Epoch 14 Batch 165/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.831, Loss: 0.331 Epoch 14 Batch 166/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.831, Loss: 0.347 Epoch 14 Batch 167/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.830, Loss: 0.371 Epoch 14 Batch 168/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.830, Loss: 0.369 Epoch 14 Batch 169/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.830, Loss: 0.369 Epoch 14 Batch 170/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.825, Loss: 0.394 Epoch 14 Batch 171/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.830, Loss: 0.325 Epoch 14 Batch 172/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.825, Loss: 0.317 Epoch 14 Batch 173/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.826, Loss: 0.360 Epoch 14 Batch 174/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.821, Loss: 0.338 Epoch 14 Batch 175/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.824, Loss: 0.345 Epoch 14 Batch 176/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.821, Loss: 0.342 Epoch 14 Batch 177/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.820, Loss: 0.366 Epoch 14 Batch 178/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.825, Loss: 0.333 Epoch 14 Batch 179/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.821, Loss: 0.364 Epoch 14 Batch 180/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.342 Epoch 14 Batch 181/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.384 Epoch 14 Batch 182/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.343 Epoch 14 Batch 183/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.827, Loss: 0.366 Epoch 14 Batch 184/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.821, Loss: 0.322 Epoch 14 Batch 185/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.816, Loss: 0.373 Epoch 14 Batch 186/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.367 Epoch 14 Batch 187/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.810, Loss: 0.340 Epoch 14 Batch 188/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.809, Loss: 0.349 Epoch 14 Batch 189/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.821, Loss: 0.354 Epoch 14 Batch 190/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.825, Loss: 0.351 Epoch 14 Batch 191/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.823, Loss: 0.303 Epoch 14 Batch 192/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.816, Loss: 0.369 Epoch 14 Batch 193/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.819, Loss: 0.344 Epoch 14 Batch 194/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.827, Loss: 0.324 Epoch 14 Batch 195/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.831, Loss: 0.342 Epoch 14 Batch 196/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.349 Epoch 14 Batch 197/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.820, Loss: 0.340 Epoch 14 Batch 198/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.824, Loss: 0.334 Epoch 14 Batch 199/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.821, Loss: 0.356 Epoch 14 Batch 200/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.827, Loss: 0.357 Epoch 14 Batch 201/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.318 Epoch 14 Batch 202/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.830, Loss: 0.360 Epoch 14 Batch 203/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.835, Loss: 0.348 Epoch 14 Batch 204/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.836, Loss: 0.371 Epoch 14 Batch 205/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.832, Loss: 0.345 Epoch 14 Batch 206/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.342 Epoch 14 Batch 207/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.829, Loss: 0.346 Epoch 14 Batch 208/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.825, Loss: 0.356 Epoch 14 Batch 209/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.825, Loss: 0.318 Epoch 14 Batch 210/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.829, Loss: 0.365 Epoch 14 Batch 211/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.833, Loss: 0.341 Epoch 14 Batch 212/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.316 Epoch 14 Batch 213/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.827, Loss: 0.307 Epoch 14 Batch 214/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.823, Loss: 0.338 Epoch 14 Batch 215/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.822, Loss: 0.347 Epoch 14 Batch 216/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.820, Loss: 0.358 Epoch 14 Batch 217/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.324 Epoch 14 Batch 218/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.819, Loss: 0.373 Epoch 14 Batch 219/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.814, Loss: 0.341 Epoch 14 Batch 220/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.824, Loss: 0.356 Epoch 14 Batch 221/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.829, Loss: 0.355 Epoch 14 Batch 222/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.359 Epoch 14 Batch 223/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.825, Loss: 0.309 Epoch 14 Batch 224/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.824, Loss: 0.347 Epoch 14 Batch 225/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.826, Loss: 0.356 Epoch 14 Batch 226/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.326 Epoch 14 Batch 227/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.824, Loss: 0.392 Epoch 14 Batch 228/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.822, Loss: 0.340 Epoch 14 Batch 229/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.819, Loss: 0.364 Epoch 14 Batch 230/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.815, Loss: 0.332 Epoch 14 Batch 231/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.816, Loss: 0.364 Epoch 14 Batch 232/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.817, Loss: 0.356 Epoch 14 Batch 233/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.818, Loss: 0.388 Epoch 14 Batch 234/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.814, Loss: 0.344 Epoch 14 Batch 235/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.808, Loss: 0.326 Epoch 14 Batch 236/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.803, Loss: 0.367 Epoch 14 Batch 237/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.806, Loss: 0.323 Epoch 14 Batch 238/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.805, Loss: 0.366 Epoch 14 Batch 239/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.803, Loss: 0.337 Epoch 14 Batch 240/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.803, Loss: 0.341 Epoch 14 Batch 241/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.808, Loss: 0.316 Epoch 14 Batch 242/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.807, Loss: 0.339 Epoch 14 Batch 243/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.805, Loss: 0.385 Epoch 14 Batch 244/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.356 Epoch 14 Batch 245/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.817, Loss: 0.318 Epoch 14 Batch 246/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.816, Loss: 0.343 Epoch 14 Batch 247/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.821, Loss: 0.342 Epoch 14 Batch 248/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.344 Epoch 14 Batch 249/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.836, Loss: 0.356 Epoch 14 Batch 250/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.833, Loss: 0.328 Epoch 14 Batch 251/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.837, Loss: 0.359 Epoch 14 Batch 252/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.835, Loss: 0.330 Epoch 14 Batch 253/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.836, Loss: 0.345 Epoch 14 Batch 254/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.836, Loss: 0.361 Epoch 14 Batch 255/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.836, Loss: 0.342 Epoch 14 Batch 256/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.830, Loss: 0.366 Epoch 14 Batch 257/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.833, Loss: 0.340 Epoch 14 Batch 258/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.832, Loss: 0.326 Epoch 14 Batch 259/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.830, Loss: 0.347 Epoch 14 Batch 260/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.827, Loss: 0.332 Epoch 14 Batch 261/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.344 Epoch 14 Batch 262/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.320 Epoch 14 Batch 263/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.829, Loss: 0.333 Epoch 14 Batch 264/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.351 Epoch 14 Batch 265/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.827, Loss: 0.347 Epoch 14 Batch 266/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.825, Loss: 0.350 Epoch 14 Batch 267/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.824, Loss: 0.309 Epoch 14 Batch 268/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.366 Epoch 14 Batch 269/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.373 Epoch 14 Batch 270/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.825, Loss: 0.352 Epoch 14 Batch 271/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.329 Epoch 14 Batch 272/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.827, Loss: 0.406 Epoch 14 Batch 273/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.820, Loss: 0.329 Epoch 14 Batch 274/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.808, Loss: 0.348 Epoch 14 Batch 275/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.800, Loss: 0.348 Epoch 14 Batch 276/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.800, Loss: 0.380 Epoch 14 Batch 277/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.802, Loss: 0.315 Epoch 14 Batch 278/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.809, Loss: 0.390 Epoch 14 Batch 279/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.808, Loss: 0.413 Epoch 14 Batch 280/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.803, Loss: 0.368 Epoch 14 Batch 281/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.803, Loss: 0.362 Epoch 14 Batch 282/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.803, Loss: 0.365 Epoch 14 Batch 283/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.800, Loss: 0.354 Epoch 14 Batch 284/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.805, Loss: 0.366 Epoch 14 Batch 285/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.811, Loss: 0.328 Epoch 14 Batch 286/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.812, Loss: 0.326 Epoch 14 Batch 287/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.815, Loss: 0.355 Epoch 14 Batch 288/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.822, Loss: 0.362 Epoch 14 Batch 289/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.341 Epoch 14 Batch 290/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.823, Loss: 0.369 Epoch 14 Batch 291/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.818, Loss: 0.372 Epoch 14 Batch 292/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.819, Loss: 0.349 Epoch 14 Batch 293/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.822, Loss: 0.377 Epoch 14 Batch 294/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.825, Loss: 0.347 Epoch 14 Batch 295/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.822, Loss: 0.392 Epoch 14 Batch 296/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.328 Epoch 14 Batch 297/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.815, Loss: 0.372 Epoch 14 Batch 298/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.815, Loss: 0.390 Epoch 14 Batch 299/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.817, Loss: 0.332 Epoch 14 Batch 300/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.817, Loss: 0.360 Epoch 14 Batch 301/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.815, Loss: 0.347 Epoch 14 Batch 302/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.810, Loss: 0.350 Epoch 14 Batch 303/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.811, Loss: 0.375 Epoch 14 Batch 304/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.811, Loss: 0.339 Epoch 14 Batch 305/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.809, Loss: 0.344 Epoch 14 Batch 306/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.810, Loss: 0.341 Epoch 14 Batch 307/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.811, Loss: 0.355 Epoch 14 Batch 308/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.808, Loss: 0.397 Epoch 14 Batch 309/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.812, Loss: 0.316 Epoch 14 Batch 310/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.814, Loss: 0.351 Epoch 14 Batch 311/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.819, Loss: 0.320 Epoch 14 Batch 312/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.810, Loss: 0.391 Epoch 14 Batch 313/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.816, Loss: 0.329 Epoch 14 Batch 314/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.810, Loss: 0.348 Epoch 14 Batch 315/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.809, Loss: 0.335 Epoch 14 Batch 316/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.813, Loss: 0.332 Epoch 14 Batch 317/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.813, Loss: 0.395 Epoch 14 Batch 318/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.816, Loss: 0.351 Epoch 14 Batch 319/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.833, Loss: 0.355 Epoch 14 Batch 320/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.835, Loss: 0.348 Epoch 14 Batch 321/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.833, Loss: 0.347 Epoch 14 Batch 322/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.839, Loss: 0.326 Epoch 14 Batch 323/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.838, Loss: 0.348 Epoch 14 Batch 324/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.839, Loss: 0.349 Epoch 14 Batch 325/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.839, Loss: 0.334 Epoch 14 Batch 326/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.840, Loss: 0.343 Epoch 14 Batch 327/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.839, Loss: 0.369 Epoch 14 Batch 328/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.838, Loss: 0.369 Epoch 14 Batch 329/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.832, Loss: 0.352 Epoch 14 Batch 330/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.828, Loss: 0.358 Epoch 14 Batch 331/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.829, Loss: 0.358 Epoch 14 Batch 332/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.826, Loss: 0.312 Epoch 14 Batch 333/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.819, Loss: 0.361 Epoch 14 Batch 334/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.813, Loss: 0.333 Epoch 14 Batch 335/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.811, Loss: 0.325 Epoch 14 Batch 336/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.810, Loss: 0.372 Epoch 14 Batch 337/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.810, Loss: 0.360 Epoch 14 Batch 338/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.818, Loss: 0.366 Epoch 14 Batch 339/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.345 Epoch 14 Batch 340/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.829, Loss: 0.345 Epoch 14 Batch 341/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.835, Loss: 0.394 Epoch 14 Batch 342/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.831, Loss: 0.342 Epoch 14 Batch 343/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.830, Loss: 0.340 Epoch 14 Batch 344/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.832, Loss: 0.336 Epoch 14 Batch 345/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.835, Loss: 0.322 Epoch 14 Batch 346/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.839, Loss: 0.367 Epoch 14 Batch 347/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.327 Epoch 14 Batch 348/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.840, Loss: 0.331 Epoch 14 Batch 349/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.836, Loss: 0.347 Epoch 14 Batch 350/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.367 Epoch 14 Batch 351/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.832, Loss: 0.384 Epoch 14 Batch 352/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.832, Loss: 0.361 Epoch 14 Batch 353/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.828, Loss: 0.396 Epoch 14 Batch 354/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.819, Loss: 0.363 Epoch 14 Batch 355/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.818, Loss: 0.370 Epoch 14 Batch 356/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.817, Loss: 0.342 Epoch 14 Batch 357/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.813, Loss: 0.334 Epoch 14 Batch 358/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.812, Loss: 0.366 Epoch 14 Batch 359/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.819, Loss: 0.345 Epoch 14 Batch 360/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.815, Loss: 0.341 Epoch 14 Batch 361/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.814, Loss: 0.365 Epoch 14 Batch 362/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.821, Loss: 0.363 Epoch 14 Batch 363/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.825, Loss: 0.373 Epoch 14 Batch 364/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.824, Loss: 0.368 Epoch 14 Batch 365/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.330 Epoch 14 Batch 366/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.832, Loss: 0.334 Epoch 14 Batch 367/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.829, Loss: 0.327 Epoch 14 Batch 368/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.831, Loss: 0.339 Epoch 14 Batch 369/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.831, Loss: 0.331 Epoch 14 Batch 370/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.826, Loss: 0.339 Epoch 14 Batch 371/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.824, Loss: 0.344 Epoch 14 Batch 372/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.831, Loss: 0.330 Epoch 14 Batch 373/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.831, Loss: 0.326 Epoch 14 Batch 374/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.827, Loss: 0.374 Epoch 14 Batch 375/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.834, Loss: 0.330 Epoch 14 Batch 376/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.818, Loss: 0.335 Epoch 14 Batch 377/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.823, Loss: 0.347 Epoch 14 Batch 378/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.824, Loss: 0.313 Epoch 14 Batch 379/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.824, Loss: 0.367 Epoch 14 Batch 380/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.825, Loss: 0.337 Epoch 14 Batch 381/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.368 Epoch 14 Batch 382/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.819, Loss: 0.378 Epoch 14 Batch 383/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.817, Loss: 0.343 Epoch 14 Batch 384/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.811, Loss: 0.343 Epoch 14 Batch 385/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.812, Loss: 0.360 Epoch 14 Batch 386/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.811, Loss: 0.323 Epoch 14 Batch 387/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.805, Loss: 0.343 Epoch 14 Batch 388/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.804, Loss: 0.354 Epoch 14 Batch 389/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.805, Loss: 0.352 Epoch 14 Batch 390/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.808, Loss: 0.370 Epoch 14 Batch 391/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.811, Loss: 0.347 Epoch 14 Batch 392/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.818, Loss: 0.332 Epoch 14 Batch 393/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.321 Epoch 14 Batch 394/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.820, Loss: 0.371 Epoch 14 Batch 395/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.822, Loss: 0.317 Epoch 14 Batch 396/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.821, Loss: 0.365 Epoch 14 Batch 397/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.336 Epoch 14 Batch 398/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.819, Loss: 0.372 Epoch 14 Batch 399/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.828, Loss: 0.375 Epoch 14 Batch 400/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.835, Loss: 0.354 Epoch 14 Batch 401/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.836, Loss: 0.320 Epoch 14 Batch 402/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.335 Epoch 14 Batch 403/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.833, Loss: 0.365 Epoch 14 Batch 404/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.837, Loss: 0.328 Epoch 14 Batch 405/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.835, Loss: 0.371 Epoch 14 Batch 406/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.835, Loss: 0.324 Epoch 14 Batch 407/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.833, Loss: 0.375 Epoch 14 Batch 408/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.828, Loss: 0.382 Epoch 14 Batch 409/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.820, Loss: 0.384 Epoch 14 Batch 410/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.824, Loss: 0.385 Epoch 14 Batch 411/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.827, Loss: 0.334 Epoch 14 Batch 412/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.823, Loss: 0.348 Epoch 14 Batch 413/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.828, Loss: 0.339 Epoch 14 Batch 414/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.826, Loss: 0.362 Epoch 14 Batch 415/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.826, Loss: 0.338 Epoch 14 Batch 416/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.827, Loss: 0.344 Epoch 14 Batch 417/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.378 Epoch 14 Batch 418/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.823, Loss: 0.330 Epoch 14 Batch 419/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.823, Loss: 0.348 Epoch 14 Batch 420/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.830, Loss: 0.325 Epoch 14 Batch 421/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.830, Loss: 0.371 Epoch 14 Batch 422/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.827, Loss: 0.327 Epoch 14 Batch 423/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.827, Loss: 0.362 Epoch 14 Batch 424/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.827, Loss: 0.347 Epoch 14 Batch 425/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.821, Loss: 0.321 Epoch 14 Batch 426/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.828, Loss: 0.378 Epoch 14 Batch 427/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.834, Loss: 0.330 Epoch 14 Batch 428/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.836, Loss: 0.355 Epoch 14 Batch 429/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.329 Epoch 14 Batch 430/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.835, Loss: 0.325 Epoch 14 Batch 431/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.833, Loss: 0.329 Epoch 14 Batch 432/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.357 Epoch 14 Batch 433/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.824, Loss: 0.323 Epoch 14 Batch 434/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.818, Loss: 0.360 Epoch 14 Batch 435/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.820, Loss: 0.373 Epoch 14 Batch 436/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.816, Loss: 0.340 Epoch 14 Batch 437/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.816, Loss: 0.354 Epoch 14 Batch 438/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.813, Loss: 0.344 Epoch 14 Batch 439/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.379 Epoch 14 Batch 440/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.811, Loss: 0.352 Epoch 14 Batch 441/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.811, Loss: 0.339 Epoch 14 Batch 442/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.810, Loss: 0.330 Epoch 14 Batch 443/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.809, Loss: 0.337 Epoch 14 Batch 444/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.810, Loss: 0.356 Epoch 14 Batch 445/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.810, Loss: 0.374 Epoch 14 Batch 446/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.812, Loss: 0.304 Epoch 14 Batch 447/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.816, Loss: 0.366 Epoch 14 Batch 448/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.365 Epoch 14 Batch 449/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.821, Loss: 0.351 Epoch 14 Batch 450/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.822, Loss: 0.342 Epoch 14 Batch 451/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.315 Epoch 14 Batch 452/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.822, Loss: 0.363 Epoch 14 Batch 453/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.328 Epoch 14 Batch 454/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.829, Loss: 0.342 Epoch 14 Batch 455/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.831, Loss: 0.347 Epoch 14 Batch 456/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.828, Loss: 0.347 Epoch 14 Batch 457/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.326 Epoch 14 Batch 458/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.828, Loss: 0.360 Epoch 14 Batch 459/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.832, Loss: 0.328 Epoch 14 Batch 460/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.834, Loss: 0.370 Epoch 14 Batch 461/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.836, Loss: 0.351 Epoch 14 Batch 462/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.835, Loss: 0.322 Epoch 14 Batch 463/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.832, Loss: 0.343 Epoch 14 Batch 464/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.829, Loss: 0.337 Epoch 14 Batch 465/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.832, Loss: 0.387 Epoch 14 Batch 466/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.827, Loss: 0.325 Epoch 14 Batch 467/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.337 Epoch 14 Batch 468/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.821, Loss: 0.369 Epoch 14 Batch 469/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.820, Loss: 0.331 Epoch 14 Batch 470/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.815, Loss: 0.362 Epoch 14 Batch 471/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.815, Loss: 0.338 Epoch 14 Batch 472/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.815, Loss: 0.329 Epoch 14 Batch 473/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.819, Loss: 0.348 Epoch 14 Batch 474/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.818, Loss: 0.353 Epoch 14 Batch 475/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.817, Loss: 0.336 Epoch 14 Batch 476/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.814, Loss: 0.337 Epoch 14 Batch 477/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.816, Loss: 0.322 Epoch 14 Batch 478/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.352 Epoch 14 Batch 479/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.821, Loss: 0.361 Epoch 14 Batch 480/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.815, Loss: 0.359 Epoch 14 Batch 481/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.815, Loss: 0.353 Epoch 14 Batch 482/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.808, Loss: 0.364 Epoch 14 Batch 483/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.807, Loss: 0.339 Epoch 14 Batch 484/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.810, Loss: 0.340 Epoch 14 Batch 485/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.819, Loss: 0.350 Epoch 14 Batch 486/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.823, Loss: 0.332 Epoch 14 Batch 487/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.827, Loss: 0.343 Epoch 14 Batch 488/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.828, Loss: 0.346 Epoch 14 Batch 489/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.829, Loss: 0.326 Epoch 14 Batch 490/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.829, Loss: 0.352 Epoch 14 Batch 491/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.831, Loss: 0.360 Epoch 14 Batch 492/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.831, Loss: 0.371 Epoch 14 Batch 493/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.832, Loss: 0.331 Epoch 14 Batch 494/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.831, Loss: 0.345 Epoch 14 Batch 495/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.831, Loss: 0.323 Epoch 14 Batch 496/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.826, Loss: 0.351 Epoch 14 Batch 497/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.826, Loss: 0.395 Epoch 14 Batch 498/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.824, Loss: 0.336 Epoch 14 Batch 499/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.827, Loss: 0.334 Epoch 14 Batch 500/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.819, Loss: 0.322 Epoch 14 Batch 501/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.815, Loss: 0.340 Epoch 14 Batch 502/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.822, Loss: 0.332 Epoch 14 Batch 503/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.825, Loss: 0.339 Epoch 14 Batch 504/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.825, Loss: 0.348 Epoch 14 Batch 505/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.835, Loss: 0.309 Epoch 14 Batch 506/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.835, Loss: 0.354 Epoch 14 Batch 507/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.835, Loss: 0.339 Epoch 14 Batch 508/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.834, Loss: 0.333 Epoch 14 Batch 509/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.824, Loss: 0.376 Epoch 14 Batch 510/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.821, Loss: 0.341 Epoch 14 Batch 511/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.366 Epoch 14 Batch 512/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.815, Loss: 0.342 Epoch 14 Batch 513/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.817, Loss: 0.347 Epoch 14 Batch 514/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.809, Loss: 0.360 Epoch 14 Batch 515/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.814, Loss: 0.359 Epoch 14 Batch 516/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.821, Loss: 0.323 Epoch 14 Batch 517/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.821, Loss: 0.365 Epoch 14 Batch 518/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.822, Loss: 0.311 Epoch 14 Batch 519/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.822, Loss: 0.359 Epoch 14 Batch 520/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.828, Loss: 0.332 Epoch 14 Batch 521/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.826, Loss: 0.355 Epoch 14 Batch 522/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.824, Loss: 0.372 Epoch 14 Batch 523/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.829, Loss: 0.354 Epoch 14 Batch 524/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.827, Loss: 0.370 Epoch 14 Batch 525/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.819, Loss: 0.340 Epoch 14 Batch 526/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.821, Loss: 0.343 Epoch 14 Batch 527/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.346 Epoch 14 Batch 528/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.332 Epoch 14 Batch 529/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.336 Epoch 14 Batch 530/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.826, Loss: 0.363 Epoch 14 Batch 531/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.833, Loss: 0.338 Epoch 14 Batch 532/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.829, Loss: 0.357 Epoch 14 Batch 533/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.833, Loss: 0.366 Epoch 14 Batch 534/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.829, Loss: 0.350 Epoch 14 Batch 535/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.834, Loss: 0.321 Epoch 14 Batch 536/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.837, Loss: 0.331 Epoch 14 Batch 537/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.838, Loss: 0.363 Epoch 14 Batch 538/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.840, Loss: 0.328 Epoch 14 Batch 539/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.831, Loss: 0.350 Epoch 14 Batch 540/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.317 Epoch 14 Batch 541/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.822, Loss: 0.350 Epoch 14 Batch 542/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.823, Loss: 0.353 Epoch 14 Batch 543/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.828, Loss: 0.353 Epoch 14 Batch 544/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.827, Loss: 0.347 Epoch 14 Batch 545/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.819, Loss: 0.364 Epoch 14 Batch 546/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.374 Epoch 14 Batch 547/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.821, Loss: 0.360 Epoch 14 Batch 548/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.803, Loss: 0.358 Epoch 14 Batch 549/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.801, Loss: 0.370 Epoch 14 Batch 550/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.810, Loss: 0.368 Epoch 14 Batch 551/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.809, Loss: 0.355 Epoch 14 Batch 552/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.803, Loss: 0.354 Epoch 14 Batch 553/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.808, Loss: 0.355 Epoch 14 Batch 554/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.805, Loss: 0.350 Epoch 14 Batch 555/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.806, Loss: 0.342 Epoch 14 Batch 556/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.806, Loss: 0.327 Epoch 14 Batch 557/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.812, Loss: 0.341 Epoch 14 Batch 558/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.813, Loss: 0.325 Epoch 14 Batch 559/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.816, Loss: 0.319 Epoch 14 Batch 560/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.818, Loss: 0.357 Epoch 14 Batch 561/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.814, Loss: 0.336 Epoch 14 Batch 562/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.814, Loss: 0.324 Epoch 14 Batch 563/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.814, Loss: 0.358 Epoch 14 Batch 564/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.814, Loss: 0.378 Epoch 14 Batch 565/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.814, Loss: 0.363 Epoch 14 Batch 566/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.812, Loss: 0.369 Epoch 14 Batch 567/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.812, Loss: 0.352 Epoch 14 Batch 568/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.820, Loss: 0.347 Epoch 14 Batch 569/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.822, Loss: 0.365 Epoch 14 Batch 570/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.822, Loss: 0.383 Epoch 14 Batch 571/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.823, Loss: 0.318 Epoch 14 Batch 572/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.822, Loss: 0.344 Epoch 14 Batch 573/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.819, Loss: 0.374 Epoch 14 Batch 574/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.816, Loss: 0.346 Epoch 14 Batch 575/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.815, Loss: 0.333 Epoch 14 Batch 576/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.812, Loss: 0.338 Epoch 14 Batch 577/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.810, Loss: 0.370 Epoch 14 Batch 578/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.812, Loss: 0.375 Epoch 14 Batch 579/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.814, Loss: 0.324 Epoch 14 Batch 580/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.814, Loss: 0.329 Epoch 14 Batch 581/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.819, Loss: 0.328 Epoch 14 Batch 582/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.821, Loss: 0.351 Epoch 14 Batch 583/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.826, Loss: 0.367 Epoch 14 Batch 584/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.831, Loss: 0.337 Epoch 14 Batch 585/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.826, Loss: 0.316 Epoch 14 Batch 586/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.823, Loss: 0.379 Epoch 14 Batch 587/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.812, Loss: 0.337 Epoch 14 Batch 588/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.812, Loss: 0.341 Epoch 14 Batch 589/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.808, Loss: 0.354 Epoch 14 Batch 590/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.808, Loss: 0.362 Epoch 14 Batch 591/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.808, Loss: 0.339 Epoch 14 Batch 592/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.807, Loss: 0.357 Epoch 14 Batch 593/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.813, Loss: 0.351 Epoch 14 Batch 594/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.814, Loss: 0.373 Epoch 14 Batch 595/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.812, Loss: 0.378 Epoch 14 Batch 596/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.808, Loss: 0.358 Epoch 14 Batch 597/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.816, Loss: 0.347 Epoch 14 Batch 598/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.818, Loss: 0.349 Epoch 14 Batch 599/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.818, Loss: 0.404 Epoch 14 Batch 600/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.818, Loss: 0.330 Epoch 14 Batch 601/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.817, Loss: 0.341 Epoch 14 Batch 602/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.815, Loss: 0.348 Epoch 14 Batch 603/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.812, Loss: 0.334 Epoch 14 Batch 604/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.816, Loss: 0.365 Epoch 14 Batch 605/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.816, Loss: 0.376 Epoch 14 Batch 606/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.824, Loss: 0.301 Epoch 14 Batch 607/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.831, Loss: 0.332 Epoch 14 Batch 608/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.827, Loss: 0.368 Epoch 14 Batch 609/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.828, Loss: 0.370 Epoch 14 Batch 610/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.823, Loss: 0.366 Epoch 14 Batch 611/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.823, Loss: 0.360 Epoch 14 Batch 612/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.326 Epoch 14 Batch 613/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.821, Loss: 0.370 Epoch 14 Batch 614/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.823, Loss: 0.338 Epoch 14 Batch 615/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.822, Loss: 0.340 Epoch 14 Batch 616/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.822, Loss: 0.368 Epoch 14 Batch 617/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.338 Epoch 14 Batch 618/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.826, Loss: 0.350 Epoch 14 Batch 619/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.830, Loss: 0.363 Epoch 14 Batch 620/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.338 Epoch 14 Batch 621/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.826, Loss: 0.340 Epoch 14 Batch 622/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.380 Epoch 14 Batch 623/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.831, Loss: 0.370 Epoch 14 Batch 624/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.832, Loss: 0.337 Epoch 14 Batch 625/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.833, Loss: 0.358 Epoch 14 Batch 626/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.835, Loss: 0.305 Epoch 14 Batch 627/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.835, Loss: 0.321 Epoch 14 Batch 628/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.837, Loss: 0.360 Epoch 14 Batch 629/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.839, Loss: 0.365 Epoch 14 Batch 630/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.839, Loss: 0.362 Epoch 14 Batch 631/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.839, Loss: 0.358 Epoch 14 Batch 632/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.839, Loss: 0.331 Epoch 14 Batch 633/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.833, Loss: 0.342 Epoch 14 Batch 634/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.830, Loss: 0.318 Epoch 14 Batch 635/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.821, Loss: 0.386 Epoch 14 Batch 636/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.812, Loss: 0.339 Epoch 14 Batch 637/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.814, Loss: 0.336 Epoch 14 Batch 638/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.821, Loss: 0.342 Epoch 14 Batch 639/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.821, Loss: 0.348 Epoch 14 Batch 640/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.822, Loss: 0.337 Epoch 14 Batch 641/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.824, Loss: 0.337 Epoch 14 Batch 642/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.822, Loss: 0.354 Epoch 14 Batch 643/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.317 Epoch 14 Batch 644/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.824, Loss: 0.333 Epoch 14 Batch 645/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.811, Loss: 0.328 Epoch 14 Batch 646/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.816, Loss: 0.329 Epoch 14 Batch 647/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.815, Loss: 0.342 Epoch 14 Batch 648/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.820, Loss: 0.330 Epoch 14 Batch 649/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.817, Loss: 0.363 Epoch 14 Batch 650/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.827, Loss: 0.342 Epoch 14 Batch 651/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.826, Loss: 0.351 Epoch 14 Batch 652/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.826, Loss: 0.385 Epoch 14 Batch 653/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.354 Epoch 14 Batch 654/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.819, Loss: 0.347 Epoch 14 Batch 655/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.816, Loss: 0.369 Epoch 14 Batch 656/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.816, Loss: 0.365 Epoch 14 Batch 657/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.820, Loss: 0.358 Epoch 14 Batch 658/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.818, Loss: 0.328 Epoch 14 Batch 659/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.820, Loss: 0.344 Epoch 14 Batch 660/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.366 Epoch 14 Batch 661/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.823, Loss: 0.318 Epoch 14 Batch 662/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.821, Loss: 0.315 Epoch 14 Batch 663/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.822, Loss: 0.336 Epoch 14 Batch 664/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.823, Loss: 0.347 Epoch 14 Batch 665/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.360 Epoch 14 Batch 666/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.829, Loss: 0.345 Epoch 14 Batch 667/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.828, Loss: 0.384 Epoch 14 Batch 668/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.827, Loss: 0.339 Epoch 14 Batch 669/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.827, Loss: 0.331 Epoch 14 Batch 670/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.330 Epoch 14 Batch 671/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.820, Loss: 0.376 Epoch 14 Batch 672/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.334 Epoch 14 Batch 673/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.324 Epoch 14 Batch 674/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.820, Loss: 0.325 Epoch 14 Batch 675/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.819, Loss: 0.357 Epoch 14 Batch 676/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.815, Loss: 0.364 Epoch 14 Batch 677/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.814, Loss: 0.376 Epoch 14 Batch 678/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.819, Loss: 0.309 Epoch 14 Batch 679/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.360 Epoch 14 Batch 680/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.822, Loss: 0.331 Epoch 14 Batch 681/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.821, Loss: 0.365 Epoch 14 Batch 682/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.330 Epoch 14 Batch 683/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.823, Loss: 0.338 Epoch 14 Batch 684/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.828, Loss: 0.338 Epoch 14 Batch 685/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.360 Epoch 14 Batch 686/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.828, Loss: 0.340 Epoch 14 Batch 687/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.828, Loss: 0.371 Epoch 14 Batch 688/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.825, Loss: 0.319 Epoch 14 Batch 689/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.826, Loss: 0.341 Epoch 14 Batch 690/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.331 Epoch 14 Batch 691/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.827, Loss: 0.376 Epoch 14 Batch 692/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.820, Loss: 0.334 Epoch 14 Batch 693/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.819, Loss: 0.397 Epoch 14 Batch 694/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.818, Loss: 0.342 Epoch 14 Batch 695/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.820, Loss: 0.317 Epoch 14 Batch 696/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.826, Loss: 0.375 Epoch 14 Batch 697/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.827, Loss: 0.340 Epoch 14 Batch 698/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.830, Loss: 0.344 Epoch 14 Batch 699/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.824, Loss: 0.354 Epoch 14 Batch 700/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.827, Loss: 0.320 Epoch 14 Batch 701/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.837, Loss: 0.356 Epoch 14 Batch 702/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.831, Loss: 0.364 Epoch 14 Batch 703/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.822, Loss: 0.369 Epoch 14 Batch 704/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.825, Loss: 0.373 Epoch 14 Batch 705/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.824, Loss: 0.375 Epoch 14 Batch 706/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.820, Loss: 0.363 Epoch 14 Batch 707/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.331 Epoch 14 Batch 708/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.826, Loss: 0.350 Epoch 14 Batch 709/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.826, Loss: 0.378 Epoch 14 Batch 710/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.824, Loss: 0.343 Epoch 14 Batch 711/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.822, Loss: 0.394 Epoch 14 Batch 712/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.325 Epoch 14 Batch 713/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.823, Loss: 0.306 Epoch 14 Batch 714/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.824, Loss: 0.315 Epoch 14 Batch 715/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.821, Loss: 0.407 Epoch 14 Batch 716/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.816, Loss: 0.311 Epoch 14 Batch 717/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.813, Loss: 0.342 Epoch 14 Batch 718/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.816, Loss: 0.355 Epoch 14 Batch 719/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.817, Loss: 0.315 Epoch 14 Batch 720/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.817, Loss: 0.401 Epoch 14 Batch 721/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.374 Epoch 14 Batch 722/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.816, Loss: 0.355 Epoch 14 Batch 723/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.815, Loss: 0.343 Epoch 14 Batch 724/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.815, Loss: 0.372 Epoch 14 Batch 725/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.823, Loss: 0.316 Epoch 14 Batch 726/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.324 Epoch 14 Batch 727/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.818, Loss: 0.309 Epoch 14 Batch 728/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.828, Loss: 0.359 Epoch 14 Batch 729/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.363 Epoch 14 Batch 730/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.828, Loss: 0.356 Epoch 14 Batch 731/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.828, Loss: 0.334 Epoch 14 Batch 732/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.835, Loss: 0.362 Epoch 14 Batch 733/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.826, Loss: 0.355 Epoch 14 Batch 734/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.826, Loss: 0.351 Epoch 14 Batch 735/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.825, Loss: 0.342 Epoch 14 Batch 736/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.314 Epoch 14 Batch 737/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.835, Loss: 0.378 Epoch 14 Batch 738/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.835, Loss: 0.297 Epoch 14 Batch 739/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.837, Loss: 0.330 Epoch 14 Batch 740/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.836, Loss: 0.342 Epoch 14 Batch 741/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.832, Loss: 0.344 Epoch 14 Batch 742/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.833, Loss: 0.339 Epoch 14 Batch 743/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.831, Loss: 0.362 Epoch 14 Batch 744/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.831, Loss: 0.307 Epoch 14 Batch 745/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.359 Epoch 14 Batch 746/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.820, Loss: 0.346 Epoch 14 Batch 747/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.817, Loss: 0.304 Epoch 14 Batch 748/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.815, Loss: 0.338 Epoch 14 Batch 749/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.813, Loss: 0.382 Epoch 14 Batch 750/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.812, Loss: 0.325 Epoch 14 Batch 751/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.819, Loss: 0.335 Epoch 14 Batch 752/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.813, Loss: 0.329 Epoch 14 Batch 753/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.812, Loss: 0.332 Epoch 14 Batch 754/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.818, Loss: 0.364 Epoch 14 Batch 755/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.821, Loss: 0.327 Epoch 14 Batch 756/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.824, Loss: 0.312 Epoch 14 Batch 757/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.829, Loss: 0.341 Epoch 14 Batch 758/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.834, Loss: 0.320 Epoch 14 Batch 759/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.315 Epoch 14 Batch 760/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.826, Loss: 0.367 Epoch 14 Batch 761/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.821, Loss: 0.369 Epoch 14 Batch 762/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.826, Loss: 0.335 Epoch 14 Batch 763/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.315 Epoch 14 Batch 764/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.824, Loss: 0.344 Epoch 14 Batch 765/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.830, Loss: 0.329 Epoch 14 Batch 766/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.833, Loss: 0.371 Epoch 14 Batch 767/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.829, Loss: 0.339 Epoch 14 Batch 768/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.830, Loss: 0.338 Epoch 14 Batch 769/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.833, Loss: 0.349 Epoch 14 Batch 770/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.833, Loss: 0.316 Epoch 14 Batch 771/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.832, Loss: 0.376 Epoch 14 Batch 772/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.828, Loss: 0.334 Epoch 14 Batch 773/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.822, Loss: 0.324 Epoch 14 Batch 774/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.373 Epoch 14 Batch 775/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.824, Loss: 0.341 Epoch 14 Batch 776/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.332 Epoch 14 Batch 777/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.835, Loss: 0.357 Epoch 14 Batch 778/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.321 Epoch 14 Batch 779/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.819, Loss: 0.366 Epoch 14 Batch 780/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.818, Loss: 0.375 Epoch 14 Batch 781/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.809, Loss: 0.307 Epoch 14 Batch 782/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.809, Loss: 0.340 Epoch 14 Batch 783/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.808, Loss: 0.359 Epoch 14 Batch 784/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.808, Loss: 0.336 Epoch 14 Batch 785/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.812, Loss: 0.323 Epoch 14 Batch 786/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.812, Loss: 0.338 Epoch 14 Batch 787/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.819, Loss: 0.326 Epoch 14 Batch 788/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.822, Loss: 0.314 Epoch 14 Batch 789/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.820, Loss: 0.366 Epoch 14 Batch 790/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.820, Loss: 0.375 Epoch 14 Batch 791/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.825, Loss: 0.348 Epoch 14 Batch 792/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.827, Loss: 0.359 Epoch 14 Batch 793/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.335 Epoch 14 Batch 794/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.826, Loss: 0.331 Epoch 14 Batch 795/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.835, Loss: 0.371 Epoch 14 Batch 796/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.833, Loss: 0.350 Epoch 14 Batch 797/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.830, Loss: 0.340 Epoch 14 Batch 798/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.831, Loss: 0.344 Epoch 14 Batch 799/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.821, Loss: 0.393 Epoch 14 Batch 800/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.816, Loss: 0.339 Epoch 14 Batch 801/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.821, Loss: 0.355 Epoch 14 Batch 802/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.821, Loss: 0.338 Epoch 14 Batch 803/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.821, Loss: 0.372 Epoch 14 Batch 804/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.820, Loss: 0.352 Epoch 14 Batch 805/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.823, Loss: 0.356 Epoch 14 Batch 806/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.823, Loss: 0.357 Epoch 14 Batch 807/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.825, Loss: 0.312 Epoch 14 Batch 808/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.830, Loss: 0.366 Epoch 14 Batch 809/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.366 Epoch 14 Batch 810/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.827, Loss: 0.294 Epoch 14 Batch 811/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.323 Epoch 14 Batch 812/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.825, Loss: 0.368 Epoch 14 Batch 813/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.827, Loss: 0.331 Epoch 14 Batch 814/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.831, Loss: 0.359 Epoch 14 Batch 815/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.818, Loss: 0.349 Epoch 14 Batch 816/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.817, Loss: 0.342 Epoch 14 Batch 817/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.816, Loss: 0.374 Epoch 14 Batch 818/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.813, Loss: 0.335 Epoch 14 Batch 819/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.814, Loss: 0.333 Epoch 14 Batch 820/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.816, Loss: 0.358 Epoch 14 Batch 821/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.340 Epoch 14 Batch 822/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.819, Loss: 0.349 Epoch 14 Batch 823/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.824, Loss: 0.327 Epoch 14 Batch 824/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.823, Loss: 0.326 Epoch 14 Batch 825/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.824, Loss: 0.340 Epoch 14 Batch 826/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.825, Loss: 0.313 Epoch 14 Batch 827/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.825, Loss: 0.364 Epoch 14 Batch 828/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.341 Epoch 14 Batch 829/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.817, Loss: 0.379 Epoch 14 Batch 830/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.820, Loss: 0.335 Epoch 14 Batch 831/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.825, Loss: 0.360 Epoch 14 Batch 832/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.824, Loss: 0.353 Epoch 14 Batch 833/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.364 Epoch 14 Batch 834/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.819, Loss: 0.328 Epoch 14 Batch 835/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.824, Loss: 0.357 Epoch 14 Batch 836/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.826, Loss: 0.360 Epoch 14 Batch 837/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.830, Loss: 0.379 Epoch 14 Batch 838/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.829, Loss: 0.356 Epoch 14 Batch 839/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.829, Loss: 0.314 Epoch 14 Batch 840/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.332 Epoch 14 Batch 841/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.833, Loss: 0.337 Epoch 14 Batch 842/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.834, Loss: 0.339 Epoch 14 Batch 843/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.833, Loss: 0.335 Epoch 14 Batch 844/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.826, Loss: 0.328 Epoch 14 Batch 845/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.337 Epoch 14 Batch 846/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.833, Loss: 0.359 Epoch 14 Batch 847/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.837, Loss: 0.363 Epoch 14 Batch 848/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.837, Loss: 0.332 Epoch 14 Batch 849/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.841, Loss: 0.327 Epoch 14 Batch 850/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.833, Loss: 0.350 Epoch 14 Batch 851/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.828, Loss: 0.321 Epoch 14 Batch 852/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.826, Loss: 0.354 Epoch 14 Batch 853/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.829, Loss: 0.322 Epoch 14 Batch 854/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.827, Loss: 0.357 Epoch 14 Batch 855/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.824, Loss: 0.353 Epoch 14 Batch 856/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.819, Loss: 0.362 Epoch 14 Batch 857/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.823, Loss: 0.332 Epoch 14 Batch 858/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.823, Loss: 0.314 Epoch 14 Batch 859/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.824, Loss: 0.363 Epoch 14 Batch 860/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.824, Loss: 0.348 Epoch 14 Batch 861/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.824, Loss: 0.339 Epoch 14 Batch 862/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.824, Loss: 0.343 Epoch 14 Batch 863/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.824, Loss: 0.328 Epoch 14 Batch 864/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.816, Loss: 0.333 Epoch 14 Batch 865/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.825, Loss: 0.317 Epoch 14 Batch 866/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.815, Loss: 0.345 Epoch 14 Batch 867/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.816, Loss: 0.403 Epoch 14 Batch 868/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.818, Loss: 0.337 Epoch 14 Batch 869/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.822, Loss: 0.355 Epoch 14 Batch 870/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.822, Loss: 0.390 Epoch 14 Batch 871/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.822, Loss: 0.326 Epoch 14 Batch 872/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.822, Loss: 0.316 Epoch 14 Batch 873/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.823, Loss: 0.362 Epoch 14 Batch 874/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.827, Loss: 0.373 Epoch 14 Batch 875/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.819, Loss: 0.345 Epoch 14 Batch 876/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.820, Loss: 0.345 Epoch 14 Batch 877/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.821, Loss: 0.314 Epoch 14 Batch 878/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.348 Epoch 14 Batch 879/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.815, Loss: 0.315 Epoch 14 Batch 880/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.821, Loss: 0.323 Epoch 14 Batch 881/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.814, Loss: 0.357 Epoch 14 Batch 882/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.818, Loss: 0.375 Epoch 14 Batch 883/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.819, Loss: 0.406 Epoch 14 Batch 884/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.815, Loss: 0.330 Epoch 14 Batch 885/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.815, Loss: 0.299 Epoch 14 Batch 886/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.811, Loss: 0.363 Epoch 14 Batch 887/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.811, Loss: 0.367 Epoch 14 Batch 888/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.811, Loss: 0.325 Epoch 14 Batch 889/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.811, Loss: 0.344 Epoch 14 Batch 890/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.824, Loss: 0.334 Epoch 14 Batch 891/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.821, Loss: 0.358 Epoch 14 Batch 892/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.835, Loss: 0.318 Epoch 14 Batch 893/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.334 Epoch 14 Batch 894/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.830, Loss: 0.301 Epoch 14 Batch 895/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.830, Loss: 0.335 Epoch 14 Batch 896/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.829, Loss: 0.367 Epoch 14 Batch 897/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.829, Loss: 0.312 Epoch 14 Batch 898/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.829, Loss: 0.315 Epoch 14 Batch 899/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.341 Epoch 14 Batch 900/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.838, Loss: 0.369 Epoch 14 Batch 901/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.838, Loss: 0.358 Epoch 14 Batch 902/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.843, Loss: 0.360 Epoch 14 Batch 903/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.845, Loss: 0.317 Epoch 14 Batch 904/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.844, Loss: 0.328 Epoch 14 Batch 905/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.843, Loss: 0.329 Epoch 14 Batch 906/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.840, Loss: 0.329 Epoch 14 Batch 907/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.841, Loss: 0.337 Epoch 14 Batch 908/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.846, Loss: 0.343 Epoch 14 Batch 909/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.845, Loss: 0.340 Epoch 14 Batch 910/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.844, Loss: 0.321 Epoch 14 Batch 911/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.842, Loss: 0.305 Epoch 14 Batch 912/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.842, Loss: 0.373 Epoch 14 Batch 913/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.372 Epoch 14 Batch 914/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.342 Epoch 14 Batch 915/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.834, Loss: 0.351 Epoch 14 Batch 916/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.374 Epoch 14 Batch 917/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.835, Loss: 0.349 Epoch 14 Batch 918/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.834, Loss: 0.325 Epoch 14 Batch 919/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.327 Epoch 14 Batch 920/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.829, Loss: 0.347 Epoch 14 Batch 921/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.830, Loss: 0.390 Epoch 14 Batch 922/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.829, Loss: 0.328 Epoch 14 Batch 923/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.833, Loss: 0.358 Epoch 14 Batch 924/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.834, Loss: 0.365 Epoch 14 Batch 925/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.834, Loss: 0.323 Epoch 14 Batch 926/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.831, Loss: 0.367 Epoch 14 Batch 927/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.828, Loss: 0.352 Epoch 14 Batch 928/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.834, Loss: 0.353 Epoch 14 Batch 929/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.834, Loss: 0.359 Epoch 14 Batch 930/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.833, Loss: 0.336 Epoch 14 Batch 931/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.832, Loss: 0.331 Epoch 14 Batch 932/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.830, Loss: 0.332 Epoch 14 Batch 933/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.832, Loss: 0.352 Epoch 14 Batch 934/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.826, Loss: 0.345 Epoch 14 Batch 935/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.363 Epoch 14 Batch 936/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.836, Loss: 0.346 Epoch 14 Batch 937/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.839, Loss: 0.378 Epoch 14 Batch 938/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.839, Loss: 0.362 Epoch 14 Batch 939/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.835, Loss: 0.372 Epoch 14 Batch 940/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.835, Loss: 0.347 Epoch 14 Batch 941/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.835, Loss: 0.322 Epoch 14 Batch 942/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.835, Loss: 0.339 Epoch 14 Batch 943/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.835, Loss: 0.343 Epoch 14 Batch 944/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.832, Loss: 0.322 Epoch 14 Batch 945/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.833, Loss: 0.325 Epoch 14 Batch 946/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.835, Loss: 0.344 Epoch 14 Batch 947/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.835, Loss: 0.387 Epoch 14 Batch 948/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.837, Loss: 0.339 Epoch 14 Batch 949/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.832, Loss: 0.302 Epoch 14 Batch 950/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.329 Epoch 14 Batch 951/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.827, Loss: 0.351 Epoch 14 Batch 952/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.820, Loss: 0.341 Epoch 14 Batch 953/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.819, Loss: 0.323 Epoch 14 Batch 954/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.816, Loss: 0.365 Epoch 14 Batch 955/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.816, Loss: 0.346 Epoch 14 Batch 956/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.813, Loss: 0.349 Epoch 14 Batch 957/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.821, Loss: 0.330 Epoch 14 Batch 958/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.819, Loss: 0.356 Epoch 14 Batch 959/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.825, Loss: 0.316 Epoch 14 Batch 960/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.821, Loss: 0.334 Epoch 14 Batch 961/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.820, Loss: 0.363 Epoch 14 Batch 962/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.329 Epoch 14 Batch 963/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.378 Epoch 14 Batch 964/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.823, Loss: 0.308 Epoch 14 Batch 965/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.821, Loss: 0.381 Epoch 14 Batch 966/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.820, Loss: 0.297 Epoch 14 Batch 967/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.822, Loss: 0.313 Epoch 14 Batch 968/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.823, Loss: 0.370 Epoch 14 Batch 969/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.830, Loss: 0.383 Epoch 14 Batch 970/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.827, Loss: 0.365 Epoch 14 Batch 971/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.336 Epoch 14 Batch 972/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.831, Loss: 0.327 Epoch 14 Batch 973/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.831, Loss: 0.326 Epoch 14 Batch 974/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.334 Epoch 14 Batch 975/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.325 Epoch 14 Batch 976/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.820, Loss: 0.332 Epoch 14 Batch 977/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.824, Loss: 0.315 Epoch 14 Batch 978/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.831, Loss: 0.360 Epoch 14 Batch 979/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.834, Loss: 0.363 Epoch 14 Batch 980/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.829, Loss: 0.343 Epoch 14 Batch 981/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.826, Loss: 0.345 Epoch 14 Batch 982/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.829, Loss: 0.323 Epoch 14 Batch 983/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.824, Loss: 0.371 Epoch 14 Batch 984/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.827, Loss: 0.383 Epoch 14 Batch 985/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.332 Epoch 14 Batch 986/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.833, Loss: 0.341 Epoch 14 Batch 987/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.835, Loss: 0.324 Epoch 14 Batch 988/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.832, Loss: 0.347 Epoch 14 Batch 989/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.837, Loss: 0.353 Epoch 14 Batch 990/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.836, Loss: 0.372 Epoch 14 Batch 991/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.831, Loss: 0.360 Epoch 14 Batch 992/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.827, Loss: 0.349 Epoch 14 Batch 993/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.329 Epoch 14 Batch 994/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.836, Loss: 0.352 Epoch 14 Batch 995/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.318 Epoch 14 Batch 996/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.834, Loss: 0.339 Epoch 14 Batch 997/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.837, Loss: 0.358 Epoch 14 Batch 998/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.833, Loss: 0.351 Epoch 14 Batch 999/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.831, Loss: 0.347 Epoch 14 Batch 1000/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.830, Loss: 0.319 Epoch 14 Batch 1001/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.835, Loss: 0.312 Epoch 14 Batch 1002/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.833, Loss: 0.315 Epoch 14 Batch 1003/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.340 Epoch 14 Batch 1004/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.357 Epoch 14 Batch 1005/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.822, Loss: 0.352 Epoch 14 Batch 1006/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.821, Loss: 0.313 Epoch 14 Batch 1007/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.822, Loss: 0.313 Epoch 14 Batch 1008/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.822, Loss: 0.364 Epoch 14 Batch 1009/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.822, Loss: 0.305 Epoch 14 Batch 1010/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.364 Epoch 14 Batch 1011/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.821, Loss: 0.346 Epoch 14 Batch 1012/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.818, Loss: 0.314 Epoch 14 Batch 1013/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.814, Loss: 0.310 Epoch 14 Batch 1014/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.815, Loss: 0.354 Epoch 14 Batch 1015/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.818, Loss: 0.392 Epoch 14 Batch 1016/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.814, Loss: 0.350 Epoch 14 Batch 1017/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.817, Loss: 0.350 Epoch 14 Batch 1018/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.816, Loss: 0.315 Epoch 14 Batch 1019/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.815, Loss: 0.362 Epoch 14 Batch 1020/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.814, Loss: 0.335 Epoch 14 Batch 1021/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.819, Loss: 0.326 Epoch 14 Batch 1022/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.820, Loss: 0.313 Epoch 14 Batch 1023/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.822, Loss: 0.296 Epoch 14 Batch 1024/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.825, Loss: 0.373 Epoch 14 Batch 1025/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.823, Loss: 0.336 Epoch 14 Batch 1026/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.832, Loss: 0.320 Epoch 14 Batch 1027/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.365 Epoch 14 Batch 1028/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.834, Loss: 0.344 Epoch 14 Batch 1029/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.822, Loss: 0.342 Epoch 14 Batch 1030/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.824, Loss: 0.340 Epoch 14 Batch 1031/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.824, Loss: 0.361 Epoch 14 Batch 1032/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.823, Loss: 0.347 Epoch 14 Batch 1033/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.823, Loss: 0.321 Epoch 14 Batch 1034/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.820, Loss: 0.339 Epoch 14 Batch 1035/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.829, Loss: 0.304 Epoch 14 Batch 1036/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.364 Epoch 14 Batch 1037/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.829, Loss: 0.352 Epoch 14 Batch 1038/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.827, Loss: 0.342 Epoch 14 Batch 1039/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.820, Loss: 0.328 Epoch 14 Batch 1040/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.812, Loss: 0.361 Epoch 14 Batch 1041/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.813, Loss: 0.348 Epoch 14 Batch 1042/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.816, Loss: 0.350 Epoch 14 Batch 1043/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.829, Loss: 0.369 Epoch 14 Batch 1044/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.826, Loss: 0.340 Epoch 14 Batch 1045/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.827, Loss: 0.350 Epoch 14 Batch 1046/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.313 Epoch 14 Batch 1047/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.827, Loss: 0.342 Epoch 14 Batch 1048/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.337 Epoch 14 Batch 1049/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.821, Loss: 0.350 Epoch 14 Batch 1050/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.821, Loss: 0.357 Epoch 14 Batch 1051/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.817, Loss: 0.329 Epoch 14 Batch 1052/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.819, Loss: 0.318 Epoch 14 Batch 1053/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.824, Loss: 0.341 Epoch 14 Batch 1054/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.825, Loss: 0.356 Epoch 14 Batch 1055/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.821, Loss: 0.327 Epoch 14 Batch 1056/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.338 Epoch 14 Batch 1057/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.818, Loss: 0.359 Epoch 14 Batch 1058/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.820, Loss: 0.372 Epoch 14 Batch 1059/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.823, Loss: 0.400 Epoch 14 Batch 1060/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.825, Loss: 0.330 Epoch 14 Batch 1061/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.827, Loss: 0.353 Epoch 14 Batch 1062/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.826, Loss: 0.335 Epoch 14 Batch 1063/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.825, Loss: 0.329 Epoch 14 Batch 1064/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.827, Loss: 0.351 Epoch 14 Batch 1065/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.833, Loss: 0.346 Epoch 14 Batch 1066/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.309 Epoch 14 Batch 1067/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.354 Epoch 14 Batch 1068/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.343 Epoch 14 Batch 1069/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.826, Loss: 0.306 Epoch 14 Batch 1070/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.824, Loss: 0.345 Epoch 14 Batch 1071/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.820, Loss: 0.338 Epoch 14 Batch 1072/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.826, Loss: 0.359 Epoch 14 Batch 1073/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.819, Loss: 0.363 Epoch 14 Batch 1074/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.365 Epoch 14 Batch 1075/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.822, Loss: 0.369 Epoch 15 Batch 0/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.822, Loss: 0.321 Epoch 15 Batch 1/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.823, Loss: 0.332 Epoch 15 Batch 2/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.824, Loss: 0.364 Epoch 15 Batch 3/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.825, Loss: 0.336 Epoch 15 Batch 4/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.824, Loss: 0.338 Epoch 15 Batch 5/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.823, Loss: 0.361 Epoch 15 Batch 6/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.822, Loss: 0.359 Epoch 15 Batch 7/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.822, Loss: 0.306 Epoch 15 Batch 8/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.822, Loss: 0.340 Epoch 15 Batch 9/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.340 Epoch 15 Batch 10/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.823, Loss: 0.351 Epoch 15 Batch 11/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.822, Loss: 0.348 Epoch 15 Batch 12/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.822, Loss: 0.349 Epoch 15 Batch 13/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.822, Loss: 0.356 Epoch 15 Batch 14/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.823, Loss: 0.311 Epoch 15 Batch 15/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.822, Loss: 0.323 Epoch 15 Batch 16/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.827, Loss: 0.346 Epoch 15 Batch 17/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.825, Loss: 0.340 Epoch 15 Batch 18/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.825, Loss: 0.354 Epoch 15 Batch 19/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.350 Epoch 15 Batch 20/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.835, Loss: 0.328 Epoch 15 Batch 21/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.830, Loss: 0.365 Epoch 15 Batch 22/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.362 Epoch 15 Batch 23/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.825, Loss: 0.354 Epoch 15 Batch 24/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.828, Loss: 0.324 Epoch 15 Batch 25/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.322 Epoch 15 Batch 26/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.822, Loss: 0.377 Epoch 15 Batch 27/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.827, Loss: 0.300 Epoch 15 Batch 28/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.826, Loss: 0.338 Epoch 15 Batch 29/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.343 Epoch 15 Batch 30/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.826, Loss: 0.333 Epoch 15 Batch 31/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.350 Epoch 15 Batch 32/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.823, Loss: 0.320 Epoch 15 Batch 33/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.822, Loss: 0.317 Epoch 15 Batch 34/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.824, Loss: 0.355 Epoch 15 Batch 35/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.823, Loss: 0.338 Epoch 15 Batch 36/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.819, Loss: 0.322 Epoch 15 Batch 37/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.819, Loss: 0.349 Epoch 15 Batch 38/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.820, Loss: 0.386 Epoch 15 Batch 39/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.820, Loss: 0.398 Epoch 15 Batch 40/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.825, Loss: 0.347 Epoch 15 Batch 41/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.822, Loss: 0.340 Epoch 15 Batch 42/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.823, Loss: 0.365 Epoch 15 Batch 43/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.816, Loss: 0.334 Epoch 15 Batch 44/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.816, Loss: 0.350 Epoch 15 Batch 45/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.819, Loss: 0.346 Epoch 15 Batch 46/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.823, Loss: 0.367 Epoch 15 Batch 47/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.818, Loss: 0.345 Epoch 15 Batch 48/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.386 Epoch 15 Batch 49/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.810, Loss: 0.372 Epoch 15 Batch 50/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.813, Loss: 0.345 Epoch 15 Batch 51/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.810, Loss: 0.316 Epoch 15 Batch 52/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.816, Loss: 0.358 Epoch 15 Batch 53/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.819, Loss: 0.342 Epoch 15 Batch 54/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.819, Loss: 0.396 Epoch 15 Batch 55/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.821, Loss: 0.319 Epoch 15 Batch 56/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.821, Loss: 0.323 Epoch 15 Batch 57/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.331 Epoch 15 Batch 58/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.811, Loss: 0.337 Epoch 15 Batch 59/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.818, Loss: 0.341 Epoch 15 Batch 60/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.337 Epoch 15 Batch 61/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.820, Loss: 0.361 Epoch 15 Batch 62/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.821, Loss: 0.368 Epoch 15 Batch 63/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.822, Loss: 0.309 Epoch 15 Batch 64/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.821, Loss: 0.323 Epoch 15 Batch 65/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.820, Loss: 0.352 Epoch 15 Batch 66/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.825, Loss: 0.307 Epoch 15 Batch 67/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.820, Loss: 0.348 Epoch 15 Batch 68/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.819, Loss: 0.355 Epoch 15 Batch 69/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.821, Loss: 0.374 Epoch 15 Batch 70/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.821, Loss: 0.343 Epoch 15 Batch 71/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.822, Loss: 0.321 Epoch 15 Batch 72/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.824, Loss: 0.345 Epoch 15 Batch 73/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.826, Loss: 0.360 Epoch 15 Batch 74/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.823, Loss: 0.298 Epoch 15 Batch 75/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.370 Epoch 15 Batch 76/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.823, Loss: 0.305 Epoch 15 Batch 77/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.826, Loss: 0.342 Epoch 15 Batch 78/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.823, Loss: 0.352 Epoch 15 Batch 79/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.824, Loss: 0.329 Epoch 15 Batch 80/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.824, Loss: 0.340 Epoch 15 Batch 81/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.821, Loss: 0.331 Epoch 15 Batch 82/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.296 Epoch 15 Batch 83/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.824, Loss: 0.382 Epoch 15 Batch 84/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.827, Loss: 0.352 Epoch 15 Batch 85/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.830, Loss: 0.315 Epoch 15 Batch 86/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.337 Epoch 15 Batch 87/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.837, Loss: 0.373 Epoch 15 Batch 88/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.832, Loss: 0.360 Epoch 15 Batch 89/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.834, Loss: 0.348 Epoch 15 Batch 90/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.839, Loss: 0.359 Epoch 15 Batch 91/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.305 Epoch 15 Batch 92/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.842, Loss: 0.334 Epoch 15 Batch 93/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.842, Loss: 0.344 Epoch 15 Batch 94/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.837, Loss: 0.314 Epoch 15 Batch 95/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.836, Loss: 0.350 Epoch 15 Batch 96/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.836, Loss: 0.329 Epoch 15 Batch 97/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.838, Loss: 0.347 Epoch 15 Batch 98/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.837, Loss: 0.329 Epoch 15 Batch 99/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.830, Loss: 0.354 Epoch 15 Batch 100/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.827, Loss: 0.355 Epoch 15 Batch 101/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.826, Loss: 0.351 Epoch 15 Batch 102/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.835, Loss: 0.323 Epoch 15 Batch 103/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.838, Loss: 0.395 Epoch 15 Batch 104/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.838, Loss: 0.340 Epoch 15 Batch 105/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.834, Loss: 0.332 Epoch 15 Batch 106/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.833, Loss: 0.376 Epoch 15 Batch 107/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.831, Loss: 0.334 Epoch 15 Batch 108/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.309 Epoch 15 Batch 109/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.831, Loss: 0.339 Epoch 15 Batch 110/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.831, Loss: 0.317 Epoch 15 Batch 111/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.346 Epoch 15 Batch 112/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.829, Loss: 0.333 Epoch 15 Batch 113/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.834, Loss: 0.350 Epoch 15 Batch 114/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.830, Loss: 0.327 Epoch 15 Batch 115/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.371 Epoch 15 Batch 116/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.819, Loss: 0.352 Epoch 15 Batch 117/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.820, Loss: 0.364 Epoch 15 Batch 118/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.815, Loss: 0.375 Epoch 15 Batch 119/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.815, Loss: 0.347 Epoch 15 Batch 120/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.820, Loss: 0.359 Epoch 15 Batch 121/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.820, Loss: 0.328 Epoch 15 Batch 122/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.820, Loss: 0.328 Epoch 15 Batch 123/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.821, Loss: 0.290 Epoch 15 Batch 124/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.822, Loss: 0.359 Epoch 15 Batch 125/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.815, Loss: 0.350 Epoch 15 Batch 126/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.818, Loss: 0.304 Epoch 15 Batch 127/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.817, Loss: 0.333 Epoch 15 Batch 128/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.827, Loss: 0.315 Epoch 15 Batch 129/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.824, Loss: 0.345 Epoch 15 Batch 130/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.824, Loss: 0.299 Epoch 15 Batch 131/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.828, Loss: 0.330 Epoch 15 Batch 132/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.823, Loss: 0.356 Epoch 15 Batch 133/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.817, Loss: 0.349 Epoch 15 Batch 134/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.821, Loss: 0.317 Epoch 15 Batch 135/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.817, Loss: 0.337 Epoch 15 Batch 136/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.817, Loss: 0.328 Epoch 15 Batch 137/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.818, Loss: 0.311 Epoch 15 Batch 138/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.817, Loss: 0.327 Epoch 15 Batch 139/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.814, Loss: 0.345 Epoch 15 Batch 140/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.815, Loss: 0.368 Epoch 15 Batch 141/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.815, Loss: 0.337 Epoch 15 Batch 142/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.829, Loss: 0.307 Epoch 15 Batch 143/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.833, Loss: 0.335 Epoch 15 Batch 144/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.818, Loss: 0.365 Epoch 15 Batch 145/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.819, Loss: 0.334 Epoch 15 Batch 146/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.815, Loss: 0.350 Epoch 15 Batch 147/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.810, Loss: 0.375 Epoch 15 Batch 148/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.815, Loss: 0.338 Epoch 15 Batch 149/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.350 Epoch 15 Batch 150/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.820, Loss: 0.330 Epoch 15 Batch 151/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.307 Epoch 15 Batch 152/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.821, Loss: 0.373 Epoch 15 Batch 153/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.820, Loss: 0.346 Epoch 15 Batch 154/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.825, Loss: 0.342 Epoch 15 Batch 155/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.826, Loss: 0.345 Epoch 15 Batch 156/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.825, Loss: 0.332 Epoch 15 Batch 157/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.830, Loss: 0.351 Epoch 15 Batch 158/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.829, Loss: 0.343 Epoch 15 Batch 159/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.286 Epoch 15 Batch 160/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.822, Loss: 0.321 Epoch 15 Batch 161/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.819, Loss: 0.339 Epoch 15 Batch 162/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.817, Loss: 0.376 Epoch 15 Batch 163/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.817, Loss: 0.384 Epoch 15 Batch 164/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.814, Loss: 0.341 Epoch 15 Batch 165/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.322 Epoch 15 Batch 166/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.340 Epoch 15 Batch 167/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.824, Loss: 0.337 Epoch 15 Batch 168/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.822, Loss: 0.357 Epoch 15 Batch 169/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.828, Loss: 0.346 Epoch 15 Batch 170/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.827, Loss: 0.360 Epoch 15 Batch 171/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.825, Loss: 0.343 Epoch 15 Batch 172/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.818, Loss: 0.325 Epoch 15 Batch 173/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.815, Loss: 0.359 Epoch 15 Batch 174/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.816, Loss: 0.326 Epoch 15 Batch 175/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.809, Loss: 0.322 Epoch 15 Batch 176/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.816, Loss: 0.325 Epoch 15 Batch 177/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.820, Loss: 0.356 Epoch 15 Batch 178/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.817, Loss: 0.340 Epoch 15 Batch 179/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.819, Loss: 0.351 Epoch 15 Batch 180/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.819, Loss: 0.333 Epoch 15 Batch 181/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.820, Loss: 0.353 Epoch 15 Batch 182/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.818, Loss: 0.330 Epoch 15 Batch 183/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.822, Loss: 0.358 Epoch 15 Batch 184/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.822, Loss: 0.316 Epoch 15 Batch 185/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.818, Loss: 0.360 Epoch 15 Batch 186/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.818, Loss: 0.343 Epoch 15 Batch 187/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.816, Loss: 0.316 Epoch 15 Batch 188/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.820, Loss: 0.337 Epoch 15 Batch 189/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.820, Loss: 0.353 Epoch 15 Batch 190/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.817, Loss: 0.336 Epoch 15 Batch 191/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.818, Loss: 0.293 Epoch 15 Batch 192/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.815, Loss: 0.365 Epoch 15 Batch 193/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.812, Loss: 0.339 Epoch 15 Batch 194/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.815, Loss: 0.318 Epoch 15 Batch 195/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.809, Loss: 0.338 Epoch 15 Batch 196/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.811, Loss: 0.350 Epoch 15 Batch 197/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.814, Loss: 0.340 Epoch 15 Batch 198/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.822, Loss: 0.328 Epoch 15 Batch 199/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.821, Loss: 0.316 Epoch 15 Batch 200/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.338 Epoch 15 Batch 201/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.306 Epoch 15 Batch 202/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.821, Loss: 0.340 Epoch 15 Batch 203/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.817, Loss: 0.341 Epoch 15 Batch 204/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.812, Loss: 0.354 Epoch 15 Batch 205/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.809, Loss: 0.332 Epoch 15 Batch 206/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.811, Loss: 0.330 Epoch 15 Batch 207/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.811, Loss: 0.327 Epoch 15 Batch 208/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.815, Loss: 0.350 Epoch 15 Batch 209/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.822, Loss: 0.296 Epoch 15 Batch 210/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.823, Loss: 0.326 Epoch 15 Batch 211/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.311 Epoch 15 Batch 212/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.825, Loss: 0.309 Epoch 15 Batch 213/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.820, Loss: 0.317 Epoch 15 Batch 214/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.821, Loss: 0.331 Epoch 15 Batch 215/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.828, Loss: 0.362 Epoch 15 Batch 216/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.819, Loss: 0.338 Epoch 15 Batch 217/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.813, Loss: 0.324 Epoch 15 Batch 218/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.814, Loss: 0.399 Epoch 15 Batch 219/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.819, Loss: 0.339 Epoch 15 Batch 220/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.815, Loss: 0.340 Epoch 15 Batch 221/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.819, Loss: 0.337 Epoch 15 Batch 222/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.822, Loss: 0.352 Epoch 15 Batch 223/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.825, Loss: 0.305 Epoch 15 Batch 224/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.349 Epoch 15 Batch 225/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.819, Loss: 0.349 Epoch 15 Batch 226/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.821, Loss: 0.334 Epoch 15 Batch 227/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.817, Loss: 0.362 Epoch 15 Batch 228/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.819, Loss: 0.328 Epoch 15 Batch 229/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.822, Loss: 0.339 Epoch 15 Batch 230/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.306 Epoch 15 Batch 231/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.828, Loss: 0.361 Epoch 15 Batch 232/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.827, Loss: 0.343 Epoch 15 Batch 233/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.824, Loss: 0.355 Epoch 15 Batch 234/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.822, Loss: 0.349 Epoch 15 Batch 235/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.823, Loss: 0.321 Epoch 15 Batch 236/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.817, Loss: 0.352 Epoch 15 Batch 237/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.816, Loss: 0.292 Epoch 15 Batch 238/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.816, Loss: 0.345 Epoch 15 Batch 239/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.816, Loss: 0.314 Epoch 15 Batch 240/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.814, Loss: 0.320 Epoch 15 Batch 241/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.815, Loss: 0.296 Epoch 15 Batch 242/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.820, Loss: 0.321 Epoch 15 Batch 243/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.810, Loss: 0.346 Epoch 15 Batch 244/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.810, Loss: 0.341 Epoch 15 Batch 245/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.805, Loss: 0.295 Epoch 15 Batch 246/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.807, Loss: 0.331 Epoch 15 Batch 247/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.816, Loss: 0.320 Epoch 15 Batch 248/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.816, Loss: 0.335 Epoch 15 Batch 249/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.813, Loss: 0.322 Epoch 15 Batch 250/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.815, Loss: 0.307 Epoch 15 Batch 251/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.813, Loss: 0.328 Epoch 15 Batch 252/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.813, Loss: 0.331 Epoch 15 Batch 253/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.807, Loss: 0.345 Epoch 15 Batch 254/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.806, Loss: 0.342 Epoch 15 Batch 255/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.351 Epoch 15 Batch 256/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.817, Loss: 0.358 Epoch 15 Batch 257/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.325 Epoch 15 Batch 258/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.824, Loss: 0.306 Epoch 15 Batch 259/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.338 Epoch 15 Batch 260/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.312 Epoch 15 Batch 261/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.825, Loss: 0.326 Epoch 15 Batch 262/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.826, Loss: 0.328 Epoch 15 Batch 263/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.828, Loss: 0.320 Epoch 15 Batch 264/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.829, Loss: 0.351 Epoch 15 Batch 265/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.833, Loss: 0.352 Epoch 15 Batch 266/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.835, Loss: 0.343 Epoch 15 Batch 267/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.305 Epoch 15 Batch 268/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.340 Epoch 15 Batch 269/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.816, Loss: 0.357 Epoch 15 Batch 270/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.816, Loss: 0.350 Epoch 15 Batch 271/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.819, Loss: 0.323 Epoch 15 Batch 272/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.825, Loss: 0.396 Epoch 15 Batch 273/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.831, Loss: 0.308 Epoch 15 Batch 274/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.826, Loss: 0.335 Epoch 15 Batch 275/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.832, Loss: 0.332 Epoch 15 Batch 276/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.832, Loss: 0.370 Epoch 15 Batch 277/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.825, Loss: 0.294 Epoch 15 Batch 278/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.825, Loss: 0.371 Epoch 15 Batch 279/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.826, Loss: 0.370 Epoch 15 Batch 280/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.826, Loss: 0.346 Epoch 15 Batch 281/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.826, Loss: 0.353 Epoch 15 Batch 282/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.822, Loss: 0.361 Epoch 15 Batch 283/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.821, Loss: 0.344 Epoch 15 Batch 284/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.821, Loss: 0.356 Epoch 15 Batch 285/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.827, Loss: 0.337 Epoch 15 Batch 286/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.828, Loss: 0.311 Epoch 15 Batch 287/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.337 Epoch 15 Batch 288/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.831, Loss: 0.352 Epoch 15 Batch 289/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.334 Epoch 15 Batch 290/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.826, Loss: 0.375 Epoch 15 Batch 291/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.828, Loss: 0.357 Epoch 15 Batch 292/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.842, Loss: 0.326 Epoch 15 Batch 293/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.835, Loss: 0.369 Epoch 15 Batch 294/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.842, Loss: 0.324 Epoch 15 Batch 295/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.842, Loss: 0.372 Epoch 15 Batch 296/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.843, Loss: 0.331 Epoch 15 Batch 297/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.844, Loss: 0.372 Epoch 15 Batch 298/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.843, Loss: 0.352 Epoch 15 Batch 299/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.314 Epoch 15 Batch 300/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.838, Loss: 0.326 Epoch 15 Batch 301/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.839, Loss: 0.317 Epoch 15 Batch 302/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.844, Loss: 0.317 Epoch 15 Batch 303/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.833, Loss: 0.365 Epoch 15 Batch 304/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.831, Loss: 0.316 Epoch 15 Batch 305/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.332 Epoch 15 Batch 306/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.824, Loss: 0.322 Epoch 15 Batch 307/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.821, Loss: 0.334 Epoch 15 Batch 308/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.825, Loss: 0.365 Epoch 15 Batch 309/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.825, Loss: 0.303 Epoch 15 Batch 310/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.820, Loss: 0.358 Epoch 15 Batch 311/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.818, Loss: 0.307 Epoch 15 Batch 312/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.818, Loss: 0.357 Epoch 15 Batch 313/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.819, Loss: 0.338 Epoch 15 Batch 314/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.817, Loss: 0.314 Epoch 15 Batch 315/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.817, Loss: 0.318 Epoch 15 Batch 316/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.810, Loss: 0.305 Epoch 15 Batch 317/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.806, Loss: 0.377 Epoch 15 Batch 318/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.806, Loss: 0.327 Epoch 15 Batch 319/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.808, Loss: 0.350 Epoch 15 Batch 320/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.816, Loss: 0.351 Epoch 15 Batch 321/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.815, Loss: 0.347 Epoch 15 Batch 322/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.819, Loss: 0.320 Epoch 15 Batch 323/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.819, Loss: 0.327 Epoch 15 Batch 324/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.824, Loss: 0.320 Epoch 15 Batch 325/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.330 Epoch 15 Batch 326/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.830, Loss: 0.326 Epoch 15 Batch 327/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.830, Loss: 0.371 Epoch 15 Batch 328/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.831, Loss: 0.361 Epoch 15 Batch 329/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.826, Loss: 0.351 Epoch 15 Batch 330/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.825, Loss: 0.349 Epoch 15 Batch 331/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.825, Loss: 0.368 Epoch 15 Batch 332/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.824, Loss: 0.283 Epoch 15 Batch 333/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.820, Loss: 0.332 Epoch 15 Batch 334/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.823, Loss: 0.321 Epoch 15 Batch 335/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.313 Epoch 15 Batch 336/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.823, Loss: 0.351 Epoch 15 Batch 337/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.824, Loss: 0.355 Epoch 15 Batch 338/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.822, Loss: 0.358 Epoch 15 Batch 339/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.822, Loss: 0.316 Epoch 15 Batch 340/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.821, Loss: 0.351 Epoch 15 Batch 341/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.822, Loss: 0.383 Epoch 15 Batch 342/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.822, Loss: 0.300 Epoch 15 Batch 343/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.820, Loss: 0.341 Epoch 15 Batch 344/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.820, Loss: 0.315 Epoch 15 Batch 345/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.821, Loss: 0.327 Epoch 15 Batch 346/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.833, Loss: 0.365 Epoch 15 Batch 347/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.828, Loss: 0.310 Epoch 15 Batch 348/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.830, Loss: 0.316 Epoch 15 Batch 349/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.830, Loss: 0.340 Epoch 15 Batch 350/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.827, Loss: 0.341 Epoch 15 Batch 351/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.827, Loss: 0.376 Epoch 15 Batch 352/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.817, Loss: 0.339 Epoch 15 Batch 353/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.817, Loss: 0.375 Epoch 15 Batch 354/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.360 Epoch 15 Batch 355/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.824, Loss: 0.340 Epoch 15 Batch 356/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.824, Loss: 0.321 Epoch 15 Batch 357/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.830, Loss: 0.327 Epoch 15 Batch 358/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.831, Loss: 0.357 Epoch 15 Batch 359/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.831, Loss: 0.337 Epoch 15 Batch 360/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.833, Loss: 0.346 Epoch 15 Batch 361/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.356 Epoch 15 Batch 362/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.340 Epoch 15 Batch 363/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.826, Loss: 0.352 Epoch 15 Batch 364/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.830, Loss: 0.368 Epoch 15 Batch 365/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.828, Loss: 0.313 Epoch 15 Batch 366/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.825, Loss: 0.325 Epoch 15 Batch 367/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.833, Loss: 0.298 Epoch 15 Batch 368/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.346 Epoch 15 Batch 369/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.832, Loss: 0.310 Epoch 15 Batch 370/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.833, Loss: 0.334 Epoch 15 Batch 371/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.330 Epoch 15 Batch 372/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.829, Loss: 0.323 Epoch 15 Batch 373/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.825, Loss: 0.319 Epoch 15 Batch 374/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.823, Loss: 0.370 Epoch 15 Batch 375/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.824, Loss: 0.323 Epoch 15 Batch 376/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.824, Loss: 0.325 Epoch 15 Batch 377/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.347 Epoch 15 Batch 378/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.836, Loss: 0.313 Epoch 15 Batch 379/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.835, Loss: 0.343 Epoch 15 Batch 380/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.835, Loss: 0.330 Epoch 15 Batch 381/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.835, Loss: 0.355 Epoch 15 Batch 382/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.837, Loss: 0.374 Epoch 15 Batch 383/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.836, Loss: 0.316 Epoch 15 Batch 384/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.832, Loss: 0.337 Epoch 15 Batch 385/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.829, Loss: 0.332 Epoch 15 Batch 386/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.830, Loss: 0.315 Epoch 15 Batch 387/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.827, Loss: 0.312 Epoch 15 Batch 388/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.821, Loss: 0.317 Epoch 15 Batch 389/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.821, Loss: 0.340 Epoch 15 Batch 390/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.823, Loss: 0.373 Epoch 15 Batch 391/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.821, Loss: 0.321 Epoch 15 Batch 392/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.821, Loss: 0.326 Epoch 15 Batch 393/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.821, Loss: 0.302 Epoch 15 Batch 394/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.820, Loss: 0.351 Epoch 15 Batch 395/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.820, Loss: 0.297 Epoch 15 Batch 396/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.820, Loss: 0.325 Epoch 15 Batch 397/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.819, Loss: 0.336 Epoch 15 Batch 398/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.359 Epoch 15 Batch 399/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.825, Loss: 0.343 Epoch 15 Batch 400/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.823, Loss: 0.349 Epoch 15 Batch 401/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.829, Loss: 0.331 Epoch 15 Batch 402/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.829, Loss: 0.313 Epoch 15 Batch 403/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.827, Loss: 0.360 Epoch 15 Batch 404/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.825, Loss: 0.315 Epoch 15 Batch 405/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.826, Loss: 0.340 Epoch 15 Batch 406/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.826, Loss: 0.306 Epoch 15 Batch 407/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.834, Loss: 0.362 Epoch 15 Batch 408/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.838, Loss: 0.351 Epoch 15 Batch 409/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.364 Epoch 15 Batch 410/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.828, Loss: 0.357 Epoch 15 Batch 411/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.826, Loss: 0.336 Epoch 15 Batch 412/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.822, Loss: 0.315 Epoch 15 Batch 413/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.823, Loss: 0.329 Epoch 15 Batch 414/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.817, Loss: 0.351 Epoch 15 Batch 415/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.338 Epoch 15 Batch 416/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.812, Loss: 0.343 Epoch 15 Batch 417/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.817, Loss: 0.362 Epoch 15 Batch 418/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.818, Loss: 0.323 Epoch 15 Batch 419/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.816, Loss: 0.323 Epoch 15 Batch 420/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.820, Loss: 0.327 Epoch 15 Batch 421/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.820, Loss: 0.338 Epoch 15 Batch 422/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.825, Loss: 0.331 Epoch 15 Batch 423/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.827, Loss: 0.346 Epoch 15 Batch 424/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.828, Loss: 0.340 Epoch 15 Batch 425/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.304 Epoch 15 Batch 426/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.826, Loss: 0.352 Epoch 15 Batch 427/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.826, Loss: 0.326 Epoch 15 Batch 428/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.826, Loss: 0.317 Epoch 15 Batch 429/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.825, Loss: 0.335 Epoch 15 Batch 430/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.826, Loss: 0.343 Epoch 15 Batch 431/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.819, Loss: 0.312 Epoch 15 Batch 432/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.822, Loss: 0.346 Epoch 15 Batch 433/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.820, Loss: 0.353 Epoch 15 Batch 434/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.824, Loss: 0.338 Epoch 15 Batch 435/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.819, Loss: 0.354 Epoch 15 Batch 436/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.820, Loss: 0.306 Epoch 15 Batch 437/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.824, Loss: 0.336 Epoch 15 Batch 438/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.824, Loss: 0.338 Epoch 15 Batch 439/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.821, Loss: 0.378 Epoch 15 Batch 440/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.358 Epoch 15 Batch 441/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.823, Loss: 0.325 Epoch 15 Batch 442/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.816, Loss: 0.316 Epoch 15 Batch 443/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.816, Loss: 0.331 Epoch 15 Batch 444/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.816, Loss: 0.325 Epoch 15 Batch 445/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.816, Loss: 0.335 Epoch 15 Batch 446/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.819, Loss: 0.290 Epoch 15 Batch 447/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.814, Loss: 0.353 Epoch 15 Batch 448/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.813, Loss: 0.347 Epoch 15 Batch 449/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.812, Loss: 0.356 Epoch 15 Batch 450/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.811, Loss: 0.315 Epoch 15 Batch 451/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.315 Epoch 15 Batch 452/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.811, Loss: 0.343 Epoch 15 Batch 453/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.816, Loss: 0.328 Epoch 15 Batch 454/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.821, Loss: 0.342 Epoch 15 Batch 455/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.825, Loss: 0.327 Epoch 15 Batch 456/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.830, Loss: 0.337 Epoch 15 Batch 457/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.835, Loss: 0.313 Epoch 15 Batch 458/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.831, Loss: 0.321 Epoch 15 Batch 459/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.831, Loss: 0.322 Epoch 15 Batch 460/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.832, Loss: 0.348 Epoch 15 Batch 461/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.835, Loss: 0.330 Epoch 15 Batch 462/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.835, Loss: 0.336 Epoch 15 Batch 463/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.835, Loss: 0.325 Epoch 15 Batch 464/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.836, Loss: 0.329 Epoch 15 Batch 465/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.825, Loss: 0.354 Epoch 15 Batch 466/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.824, Loss: 0.326 Epoch 15 Batch 467/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.823, Loss: 0.315 Epoch 15 Batch 468/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.329 Epoch 15 Batch 469/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.819, Loss: 0.335 Epoch 15 Batch 470/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.816, Loss: 0.333 Epoch 15 Batch 471/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.818, Loss: 0.341 Epoch 15 Batch 472/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.817, Loss: 0.317 Epoch 15 Batch 473/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.817, Loss: 0.354 Epoch 15 Batch 474/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.346 Epoch 15 Batch 475/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.823, Loss: 0.326 Epoch 15 Batch 476/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.820, Loss: 0.326 Epoch 15 Batch 477/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.822, Loss: 0.321 Epoch 15 Batch 478/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.821, Loss: 0.346 Epoch 15 Batch 479/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.826, Loss: 0.340 Epoch 15 Batch 480/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.830, Loss: 0.352 Epoch 15 Batch 481/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.830, Loss: 0.328 Epoch 15 Batch 482/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.821, Loss: 0.351 Epoch 15 Batch 483/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.820, Loss: 0.337 Epoch 15 Batch 484/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.823, Loss: 0.341 Epoch 15 Batch 485/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.331 Epoch 15 Batch 486/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.832, Loss: 0.321 Epoch 15 Batch 487/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.830, Loss: 0.334 Epoch 15 Batch 488/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.832, Loss: 0.328 Epoch 15 Batch 489/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.830, Loss: 0.328 Epoch 15 Batch 490/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.833, Loss: 0.361 Epoch 15 Batch 491/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.827, Loss: 0.351 Epoch 15 Batch 492/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.360 Epoch 15 Batch 493/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.821, Loss: 0.310 Epoch 15 Batch 494/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.822, Loss: 0.335 Epoch 15 Batch 495/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.822, Loss: 0.337 Epoch 15 Batch 496/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.822, Loss: 0.354 Epoch 15 Batch 497/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.820, Loss: 0.368 Epoch 15 Batch 498/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.815, Loss: 0.339 Epoch 15 Batch 499/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.820, Loss: 0.317 Epoch 15 Batch 500/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.833, Loss: 0.325 Epoch 15 Batch 501/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.826, Loss: 0.333 Epoch 15 Batch 502/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.827, Loss: 0.331 Epoch 15 Batch 503/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.823, Loss: 0.329 Epoch 15 Batch 504/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.339 Epoch 15 Batch 505/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.821, Loss: 0.284 Epoch 15 Batch 506/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.828, Loss: 0.341 Epoch 15 Batch 507/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.832, Loss: 0.328 Epoch 15 Batch 508/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.833, Loss: 0.331 Epoch 15 Batch 509/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.834, Loss: 0.345 Epoch 15 Batch 510/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.831, Loss: 0.319 Epoch 15 Batch 511/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.833, Loss: 0.351 Epoch 15 Batch 512/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.828, Loss: 0.328 Epoch 15 Batch 513/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.827, Loss: 0.337 Epoch 15 Batch 514/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.835, Loss: 0.345 Epoch 15 Batch 515/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.834, Loss: 0.333 Epoch 15 Batch 516/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.837, Loss: 0.295 Epoch 15 Batch 517/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.834, Loss: 0.324 Epoch 15 Batch 518/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.836, Loss: 0.311 Epoch 15 Batch 519/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.832, Loss: 0.336 Epoch 15 Batch 520/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.831, Loss: 0.332 Epoch 15 Batch 521/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.833, Loss: 0.335 Epoch 15 Batch 522/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.831, Loss: 0.354 Epoch 15 Batch 523/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.352 Epoch 15 Batch 524/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.340 Epoch 15 Batch 525/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.830, Loss: 0.359 Epoch 15 Batch 526/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.350 Epoch 15 Batch 527/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.829, Loss: 0.333 Epoch 15 Batch 528/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.319 Epoch 15 Batch 529/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.313 Epoch 15 Batch 530/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.828, Loss: 0.339 Epoch 15 Batch 531/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.828, Loss: 0.327 Epoch 15 Batch 532/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.827, Loss: 0.356 Epoch 15 Batch 533/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.830, Loss: 0.362 Epoch 15 Batch 534/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.833, Loss: 0.326 Epoch 15 Batch 535/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.833, Loss: 0.320 Epoch 15 Batch 536/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.829, Loss: 0.323 Epoch 15 Batch 537/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.833, Loss: 0.350 Epoch 15 Batch 538/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.837, Loss: 0.327 Epoch 15 Batch 539/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.829, Loss: 0.362 Epoch 15 Batch 540/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.305 Epoch 15 Batch 541/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.825, Loss: 0.322 Epoch 15 Batch 542/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.826, Loss: 0.338 Epoch 15 Batch 543/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.826, Loss: 0.342 Epoch 15 Batch 544/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.829, Loss: 0.326 Epoch 15 Batch 545/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.828, Loss: 0.355 Epoch 15 Batch 546/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.831, Loss: 0.364 Epoch 15 Batch 547/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.832, Loss: 0.324 Epoch 15 Batch 548/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.349 Epoch 15 Batch 549/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.829, Loss: 0.349 Epoch 15 Batch 550/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.828, Loss: 0.365 Epoch 15 Batch 551/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.355 Epoch 15 Batch 552/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.828, Loss: 0.366 Epoch 15 Batch 553/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.345 Epoch 15 Batch 554/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.827, Loss: 0.327 Epoch 15 Batch 555/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.832, Loss: 0.323 Epoch 15 Batch 556/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.335 Epoch 15 Batch 557/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.828, Loss: 0.336 Epoch 15 Batch 558/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.830, Loss: 0.317 Epoch 15 Batch 559/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.830, Loss: 0.329 Epoch 15 Batch 560/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.830, Loss: 0.328 Epoch 15 Batch 561/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.824, Loss: 0.329 Epoch 15 Batch 562/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.822, Loss: 0.317 Epoch 15 Batch 563/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.364 Epoch 15 Batch 564/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.828, Loss: 0.344 Epoch 15 Batch 565/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.836, Loss: 0.362 Epoch 15 Batch 566/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.834, Loss: 0.375 Epoch 15 Batch 567/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.820, Loss: 0.341 Epoch 15 Batch 568/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.813, Loss: 0.346 Epoch 15 Batch 569/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.359 Epoch 15 Batch 570/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.820, Loss: 0.353 Epoch 15 Batch 571/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.824, Loss: 0.335 Epoch 15 Batch 572/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.308 Epoch 15 Batch 573/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.821, Loss: 0.350 Epoch 15 Batch 574/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.821, Loss: 0.349 Epoch 15 Batch 575/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.812, Loss: 0.328 Epoch 15 Batch 576/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.807, Loss: 0.348 Epoch 15 Batch 577/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.808, Loss: 0.349 Epoch 15 Batch 578/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.808, Loss: 0.365 Epoch 15 Batch 579/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.808, Loss: 0.335 Epoch 15 Batch 580/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.812, Loss: 0.308 Epoch 15 Batch 581/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.818, Loss: 0.318 Epoch 15 Batch 582/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.819, Loss: 0.332 Epoch 15 Batch 583/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.813, Loss: 0.356 Epoch 15 Batch 584/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.812, Loss: 0.333 Epoch 15 Batch 585/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.809, Loss: 0.307 Epoch 15 Batch 586/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.814, Loss: 0.350 Epoch 15 Batch 587/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.820, Loss: 0.335 Epoch 15 Batch 588/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.810, Loss: 0.318 Epoch 15 Batch 589/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.814, Loss: 0.348 Epoch 15 Batch 590/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.818, Loss: 0.361 Epoch 15 Batch 591/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.825, Loss: 0.321 Epoch 15 Batch 592/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.815, Loss: 0.355 Epoch 15 Batch 593/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.812, Loss: 0.310 Epoch 15 Batch 594/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.813, Loss: 0.342 Epoch 15 Batch 595/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.819, Loss: 0.339 Epoch 15 Batch 596/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.349 Epoch 15 Batch 597/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.820, Loss: 0.342 Epoch 15 Batch 598/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.822, Loss: 0.341 Epoch 15 Batch 599/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.815, Loss: 0.383 Epoch 15 Batch 600/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.814, Loss: 0.328 Epoch 15 Batch 601/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.814, Loss: 0.327 Epoch 15 Batch 602/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.819, Loss: 0.350 Epoch 15 Batch 603/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.331 Epoch 15 Batch 604/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.815, Loss: 0.333 Epoch 15 Batch 605/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.371 Epoch 15 Batch 606/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.804, Loss: 0.303 Epoch 15 Batch 607/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.805, Loss: 0.314 Epoch 15 Batch 608/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.800, Loss: 0.346 Epoch 15 Batch 609/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.803, Loss: 0.363 Epoch 15 Batch 610/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.812, Loss: 0.359 Epoch 15 Batch 611/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.810, Loss: 0.347 Epoch 15 Batch 612/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.810, Loss: 0.301 Epoch 15 Batch 613/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.819, Loss: 0.356 Epoch 15 Batch 614/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.818, Loss: 0.323 Epoch 15 Batch 615/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.823, Loss: 0.330 Epoch 15 Batch 616/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.819, Loss: 0.362 Epoch 15 Batch 617/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.819, Loss: 0.312 Epoch 15 Batch 618/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.816, Loss: 0.339 Epoch 15 Batch 619/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.814, Loss: 0.330 Epoch 15 Batch 620/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.813, Loss: 0.313 Epoch 15 Batch 621/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.811, Loss: 0.349 Epoch 15 Batch 622/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.811, Loss: 0.345 Epoch 15 Batch 623/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.812, Loss: 0.356 Epoch 15 Batch 624/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.812, Loss: 0.317 Epoch 15 Batch 625/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.808, Loss: 0.323 Epoch 15 Batch 626/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.814, Loss: 0.298 Epoch 15 Batch 627/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.817, Loss: 0.323 Epoch 15 Batch 628/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.821, Loss: 0.333 Epoch 15 Batch 629/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.826, Loss: 0.355 Epoch 15 Batch 630/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.822, Loss: 0.335 Epoch 15 Batch 631/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.825, Loss: 0.327 Epoch 15 Batch 632/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.825, Loss: 0.339 Epoch 15 Batch 633/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.825, Loss: 0.343 Epoch 15 Batch 634/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.826, Loss: 0.308 Epoch 15 Batch 635/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.823, Loss: 0.375 Epoch 15 Batch 636/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.820, Loss: 0.341 Epoch 15 Batch 637/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.818, Loss: 0.329 Epoch 15 Batch 638/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.812, Loss: 0.330 Epoch 15 Batch 639/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.812, Loss: 0.330 Epoch 15 Batch 640/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.311 Epoch 15 Batch 641/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.816, Loss: 0.342 Epoch 15 Batch 642/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.816, Loss: 0.337 Epoch 15 Batch 643/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.816, Loss: 0.295 Epoch 15 Batch 644/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.825, Loss: 0.329 Epoch 15 Batch 645/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.824, Loss: 0.327 Epoch 15 Batch 646/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.331 Epoch 15 Batch 647/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.339 Epoch 15 Batch 648/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.326 Epoch 15 Batch 649/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.831, Loss: 0.354 Epoch 15 Batch 650/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.838, Loss: 0.345 Epoch 15 Batch 651/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.837, Loss: 0.337 Epoch 15 Batch 652/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.833, Loss: 0.377 Epoch 15 Batch 653/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.836, Loss: 0.365 Epoch 15 Batch 654/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.837, Loss: 0.318 Epoch 15 Batch 655/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.837, Loss: 0.342 Epoch 15 Batch 656/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.833, Loss: 0.340 Epoch 15 Batch 657/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.353 Epoch 15 Batch 658/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.828, Loss: 0.313 Epoch 15 Batch 659/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.827, Loss: 0.312 Epoch 15 Batch 660/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.346 Epoch 15 Batch 661/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.831, Loss: 0.296 Epoch 15 Batch 662/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.822, Loss: 0.307 Epoch 15 Batch 663/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.821, Loss: 0.305 Epoch 15 Batch 664/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.824, Loss: 0.331 Epoch 15 Batch 665/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.822, Loss: 0.333 Epoch 15 Batch 666/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.819, Loss: 0.345 Epoch 15 Batch 667/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.822, Loss: 0.369 Epoch 15 Batch 668/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.827, Loss: 0.310 Epoch 15 Batch 669/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.334 Epoch 15 Batch 670/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.824, Loss: 0.311 Epoch 15 Batch 671/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.364 Epoch 15 Batch 672/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.821, Loss: 0.338 Epoch 15 Batch 673/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.827, Loss: 0.306 Epoch 15 Batch 674/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.830, Loss: 0.326 Epoch 15 Batch 675/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.831, Loss: 0.348 Epoch 15 Batch 676/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.833, Loss: 0.338 Epoch 15 Batch 677/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.829, Loss: 0.355 Epoch 15 Batch 678/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.830, Loss: 0.301 Epoch 15 Batch 679/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.334 Epoch 15 Batch 680/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.818, Loss: 0.320 Epoch 15 Batch 681/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.815, Loss: 0.358 Epoch 15 Batch 682/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.825, Loss: 0.316 Epoch 15 Batch 683/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.824, Loss: 0.318 Epoch 15 Batch 684/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.324 Epoch 15 Batch 685/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.822, Loss: 0.348 Epoch 15 Batch 686/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.821, Loss: 0.315 Epoch 15 Batch 687/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.823, Loss: 0.372 Epoch 15 Batch 688/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.302 Epoch 15 Batch 689/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.831, Loss: 0.313 Epoch 15 Batch 690/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.322 Epoch 15 Batch 691/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.835, Loss: 0.350 Epoch 15 Batch 692/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.837, Loss: 0.306 Epoch 15 Batch 693/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.839, Loss: 0.376 Epoch 15 Batch 694/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.838, Loss: 0.329 Epoch 15 Batch 695/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.843, Loss: 0.307 Epoch 15 Batch 696/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.838, Loss: 0.353 Epoch 15 Batch 697/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.839, Loss: 0.326 Epoch 15 Batch 698/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.837, Loss: 0.298 Epoch 15 Batch 699/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.327 Epoch 15 Batch 700/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.831, Loss: 0.308 Epoch 15 Batch 701/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.826, Loss: 0.334 Epoch 15 Batch 702/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.823, Loss: 0.348 Epoch 15 Batch 703/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.351 Epoch 15 Batch 704/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.841, Loss: 0.352 Epoch 15 Batch 705/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.840, Loss: 0.364 Epoch 15 Batch 706/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.842, Loss: 0.364 Epoch 15 Batch 707/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.841, Loss: 0.329 Epoch 15 Batch 708/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.841, Loss: 0.344 Epoch 15 Batch 709/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.838, Loss: 0.346 Epoch 15 Batch 710/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.833, Loss: 0.311 Epoch 15 Batch 711/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.837, Loss: 0.369 Epoch 15 Batch 712/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.836, Loss: 0.320 Epoch 15 Batch 713/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.834, Loss: 0.308 Epoch 15 Batch 714/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.825, Loss: 0.314 Epoch 15 Batch 715/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.830, Loss: 0.360 Epoch 15 Batch 716/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.835, Loss: 0.300 Epoch 15 Batch 717/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.833, Loss: 0.339 Epoch 15 Batch 718/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.832, Loss: 0.349 Epoch 15 Batch 719/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.299 Epoch 15 Batch 720/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.828, Loss: 0.351 Epoch 15 Batch 721/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.345 Epoch 15 Batch 722/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.823, Loss: 0.317 Epoch 15 Batch 723/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.818, Loss: 0.337 Epoch 15 Batch 724/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.370 Epoch 15 Batch 725/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.821, Loss: 0.295 Epoch 15 Batch 726/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.821, Loss: 0.313 Epoch 15 Batch 727/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.828, Loss: 0.302 Epoch 15 Batch 728/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.827, Loss: 0.328 Epoch 15 Batch 729/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.825, Loss: 0.337 Epoch 15 Batch 730/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.820, Loss: 0.331 Epoch 15 Batch 731/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.830, Loss: 0.350 Epoch 15 Batch 732/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.828, Loss: 0.361 Epoch 15 Batch 733/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.824, Loss: 0.361 Epoch 15 Batch 734/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.824, Loss: 0.356 Epoch 15 Batch 735/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.827, Loss: 0.323 Epoch 15 Batch 736/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.316 Epoch 15 Batch 737/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.367 Epoch 15 Batch 738/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.825, Loss: 0.282 Epoch 15 Batch 739/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.827, Loss: 0.324 Epoch 15 Batch 740/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.828, Loss: 0.318 Epoch 15 Batch 741/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.822, Loss: 0.331 Epoch 15 Batch 742/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.822, Loss: 0.343 Epoch 15 Batch 743/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.824, Loss: 0.337 Epoch 15 Batch 744/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.825, Loss: 0.318 Epoch 15 Batch 745/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.825, Loss: 0.349 Epoch 15 Batch 746/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.825, Loss: 0.341 Epoch 15 Batch 747/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.821, Loss: 0.304 Epoch 15 Batch 748/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.823, Loss: 0.327 Epoch 15 Batch 749/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.822, Loss: 0.353 Epoch 15 Batch 750/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.331 Epoch 15 Batch 751/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.824, Loss: 0.344 Epoch 15 Batch 752/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.822, Loss: 0.318 Epoch 15 Batch 753/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.821, Loss: 0.324 Epoch 15 Batch 754/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.816, Loss: 0.356 Epoch 15 Batch 755/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.820, Loss: 0.323 Epoch 15 Batch 756/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.820, Loss: 0.336 Epoch 15 Batch 757/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.814, Loss: 0.379 Epoch 15 Batch 758/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.817, Loss: 0.306 Epoch 15 Batch 759/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.814, Loss: 0.306 Epoch 15 Batch 760/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.822, Loss: 0.355 Epoch 15 Batch 761/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.357 Epoch 15 Batch 762/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.817, Loss: 0.313 Epoch 15 Batch 763/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.816, Loss: 0.304 Epoch 15 Batch 764/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.816, Loss: 0.337 Epoch 15 Batch 765/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.821, Loss: 0.319 Epoch 15 Batch 766/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.823, Loss: 0.345 Epoch 15 Batch 767/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.819, Loss: 0.321 Epoch 15 Batch 768/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.829, Loss: 0.344 Epoch 15 Batch 769/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.337 Epoch 15 Batch 770/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.833, Loss: 0.313 Epoch 15 Batch 771/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.833, Loss: 0.353 Epoch 15 Batch 772/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.833, Loss: 0.320 Epoch 15 Batch 773/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.834, Loss: 0.323 Epoch 15 Batch 774/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.835, Loss: 0.333 Epoch 15 Batch 775/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.336 Epoch 15 Batch 776/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.834, Loss: 0.320 Epoch 15 Batch 777/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.323 Epoch 15 Batch 778/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.833, Loss: 0.320 Epoch 15 Batch 779/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.833, Loss: 0.332 Epoch 15 Batch 780/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.825, Loss: 0.379 Epoch 15 Batch 781/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.824, Loss: 0.322 Epoch 15 Batch 782/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.329 Epoch 15 Batch 783/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.822, Loss: 0.326 Epoch 15 Batch 784/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.822, Loss: 0.318 Epoch 15 Batch 785/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.822, Loss: 0.315 Epoch 15 Batch 786/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.335 Epoch 15 Batch 787/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.823, Loss: 0.315 Epoch 15 Batch 788/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.812, Loss: 0.310 Epoch 15 Batch 789/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.336 Epoch 15 Batch 790/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.809, Loss: 0.369 Epoch 15 Batch 791/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.333 Epoch 15 Batch 792/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.820, Loss: 0.342 Epoch 15 Batch 793/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.338 Epoch 15 Batch 794/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.830, Loss: 0.323 Epoch 15 Batch 795/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.837, Loss: 0.367 Epoch 15 Batch 796/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.842, Loss: 0.346 Epoch 15 Batch 797/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.844, Loss: 0.352 Epoch 15 Batch 798/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.846, Loss: 0.327 Epoch 15 Batch 799/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.845, Loss: 0.377 Epoch 15 Batch 800/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.844, Loss: 0.333 Epoch 15 Batch 801/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.833, Loss: 0.348 Epoch 15 Batch 802/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.349 Epoch 15 Batch 803/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.824, Loss: 0.355 Epoch 15 Batch 804/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.827, Loss: 0.336 Epoch 15 Batch 805/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.825, Loss: 0.358 Epoch 15 Batch 806/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.825, Loss: 0.345 Epoch 15 Batch 807/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.827, Loss: 0.309 Epoch 15 Batch 808/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.826, Loss: 0.361 Epoch 15 Batch 809/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.822, Loss: 0.355 Epoch 15 Batch 810/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.824, Loss: 0.289 Epoch 15 Batch 811/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.317 Epoch 15 Batch 812/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.827, Loss: 0.383 Epoch 15 Batch 813/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.825, Loss: 0.336 Epoch 15 Batch 814/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.826, Loss: 0.336 Epoch 15 Batch 815/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.825, Loss: 0.329 Epoch 15 Batch 816/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.826, Loss: 0.344 Epoch 15 Batch 817/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.352 Epoch 15 Batch 818/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.822, Loss: 0.327 Epoch 15 Batch 819/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.822, Loss: 0.334 Epoch 15 Batch 820/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.823, Loss: 0.357 Epoch 15 Batch 821/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.824, Loss: 0.324 Epoch 15 Batch 822/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.823, Loss: 0.331 Epoch 15 Batch 823/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.822, Loss: 0.337 Epoch 15 Batch 824/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.822, Loss: 0.302 Epoch 15 Batch 825/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.822, Loss: 0.326 Epoch 15 Batch 826/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.312 Epoch 15 Batch 827/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.820, Loss: 0.342 Epoch 15 Batch 828/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.821, Loss: 0.336 Epoch 15 Batch 829/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.824, Loss: 0.364 Epoch 15 Batch 830/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.820, Loss: 0.326 Epoch 15 Batch 831/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.828, Loss: 0.343 Epoch 15 Batch 832/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.830, Loss: 0.324 Epoch 15 Batch 833/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.833, Loss: 0.339 Epoch 15 Batch 834/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.829, Loss: 0.327 Epoch 15 Batch 835/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.829, Loss: 0.337 Epoch 15 Batch 836/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.825, Loss: 0.348 Epoch 15 Batch 837/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.362 Epoch 15 Batch 838/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.826, Loss: 0.316 Epoch 15 Batch 839/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.820, Loss: 0.319 Epoch 15 Batch 840/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.825, Loss: 0.317 Epoch 15 Batch 841/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.824, Loss: 0.324 Epoch 15 Batch 842/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.825, Loss: 0.325 Epoch 15 Batch 843/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.828, Loss: 0.326 Epoch 15 Batch 844/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.824, Loss: 0.313 Epoch 15 Batch 845/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.826, Loss: 0.319 Epoch 15 Batch 846/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.821, Loss: 0.349 Epoch 15 Batch 847/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.817, Loss: 0.331 Epoch 15 Batch 848/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.819, Loss: 0.317 Epoch 15 Batch 849/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.819, Loss: 0.321 Epoch 15 Batch 850/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.819, Loss: 0.346 Epoch 15 Batch 851/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.814, Loss: 0.324 Epoch 15 Batch 852/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.819, Loss: 0.362 Epoch 15 Batch 853/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.811, Loss: 0.313 Epoch 15 Batch 854/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.816, Loss: 0.328 Epoch 15 Batch 855/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.822, Loss: 0.328 Epoch 15 Batch 856/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.831, Loss: 0.345 Epoch 15 Batch 857/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.305 Epoch 15 Batch 858/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.312 Epoch 15 Batch 859/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.822, Loss: 0.362 Epoch 15 Batch 860/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.818, Loss: 0.318 Epoch 15 Batch 861/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.821, Loss: 0.337 Epoch 15 Batch 862/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.333 Epoch 15 Batch 863/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.818, Loss: 0.306 Epoch 15 Batch 864/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.808, Loss: 0.336 Epoch 15 Batch 865/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.809, Loss: 0.305 Epoch 15 Batch 866/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.806, Loss: 0.328 Epoch 15 Batch 867/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.810, Loss: 0.394 Epoch 15 Batch 868/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.813, Loss: 0.332 Epoch 15 Batch 869/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.805, Loss: 0.349 Epoch 15 Batch 870/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.804, Loss: 0.357 Epoch 15 Batch 871/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.809, Loss: 0.321 Epoch 15 Batch 872/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.810, Loss: 0.324 Epoch 15 Batch 873/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.814, Loss: 0.329 Epoch 15 Batch 874/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.814, Loss: 0.339 Epoch 15 Batch 875/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.817, Loss: 0.324 Epoch 15 Batch 876/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.822, Loss: 0.329 Epoch 15 Batch 877/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.321 Epoch 15 Batch 878/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.830, Loss: 0.325 Epoch 15 Batch 879/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.830, Loss: 0.298 Epoch 15 Batch 880/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.830, Loss: 0.314 Epoch 15 Batch 881/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.830, Loss: 0.342 Epoch 15 Batch 882/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.825, Loss: 0.359 Epoch 15 Batch 883/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.820, Loss: 0.401 Epoch 15 Batch 884/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.821, Loss: 0.310 Epoch 15 Batch 885/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.287 Epoch 15 Batch 886/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.826, Loss: 0.341 Epoch 15 Batch 887/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.827, Loss: 0.350 Epoch 15 Batch 888/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.826, Loss: 0.313 Epoch 15 Batch 889/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.339 Epoch 15 Batch 890/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.828, Loss: 0.309 Epoch 15 Batch 891/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.824, Loss: 0.335 Epoch 15 Batch 892/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.822, Loss: 0.316 Epoch 15 Batch 893/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.825, Loss: 0.338 Epoch 15 Batch 894/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.820, Loss: 0.307 Epoch 15 Batch 895/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.813, Loss: 0.320 Epoch 15 Batch 896/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.804, Loss: 0.349 Epoch 15 Batch 897/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.803, Loss: 0.310 Epoch 15 Batch 898/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.815, Loss: 0.316 Epoch 15 Batch 899/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.819, Loss: 0.345 Epoch 15 Batch 900/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.815, Loss: 0.354 Epoch 15 Batch 901/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.811, Loss: 0.341 Epoch 15 Batch 902/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.821, Loss: 0.367 Epoch 15 Batch 903/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.322 Epoch 15 Batch 904/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.824, Loss: 0.326 Epoch 15 Batch 905/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.823, Loss: 0.323 Epoch 15 Batch 906/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.820, Loss: 0.311 Epoch 15 Batch 907/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.825, Loss: 0.334 Epoch 15 Batch 908/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.824, Loss: 0.351 Epoch 15 Batch 909/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.822, Loss: 0.339 Epoch 15 Batch 910/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.315 Epoch 15 Batch 911/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.808, Loss: 0.292 Epoch 15 Batch 912/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.808, Loss: 0.330 Epoch 15 Batch 913/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.814, Loss: 0.358 Epoch 15 Batch 914/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.817, Loss: 0.331 Epoch 15 Batch 915/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.825, Loss: 0.362 Epoch 15 Batch 916/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.355 Epoch 15 Batch 917/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.830, Loss: 0.331 Epoch 15 Batch 918/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.829, Loss: 0.309 Epoch 15 Batch 919/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.838, Loss: 0.313 Epoch 15 Batch 920/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.838, Loss: 0.349 Epoch 15 Batch 921/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.839, Loss: 0.343 Epoch 15 Batch 922/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.834, Loss: 0.313 Epoch 15 Batch 923/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.836, Loss: 0.321 Epoch 15 Batch 924/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.836, Loss: 0.362 Epoch 15 Batch 925/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.837, Loss: 0.318 Epoch 15 Batch 926/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.829, Loss: 0.346 Epoch 15 Batch 927/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.824, Loss: 0.356 Epoch 15 Batch 928/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.345 Epoch 15 Batch 929/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.356 Epoch 15 Batch 930/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.822, Loss: 0.325 Epoch 15 Batch 931/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.830, Loss: 0.333 Epoch 15 Batch 932/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.317 Epoch 15 Batch 933/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.830, Loss: 0.345 Epoch 15 Batch 934/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.832, Loss: 0.340 Epoch 15 Batch 935/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.839, Loss: 0.340 Epoch 15 Batch 936/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.834, Loss: 0.335 Epoch 15 Batch 937/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.831, Loss: 0.343 Epoch 15 Batch 938/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.830, Loss: 0.340 Epoch 15 Batch 939/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.828, Loss: 0.347 Epoch 15 Batch 940/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.316 Epoch 15 Batch 941/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.838, Loss: 0.322 Epoch 15 Batch 942/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.834, Loss: 0.340 Epoch 15 Batch 943/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.835, Loss: 0.352 Epoch 15 Batch 944/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.837, Loss: 0.313 Epoch 15 Batch 945/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.837, Loss: 0.331 Epoch 15 Batch 946/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.839, Loss: 0.328 Epoch 15 Batch 947/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.838, Loss: 0.374 Epoch 15 Batch 948/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.345 Epoch 15 Batch 949/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.836, Loss: 0.298 Epoch 15 Batch 950/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.832, Loss: 0.312 Epoch 15 Batch 951/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.832, Loss: 0.327 Epoch 15 Batch 952/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.825, Loss: 0.309 Epoch 15 Batch 953/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.827, Loss: 0.325 Epoch 15 Batch 954/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.821, Loss: 0.355 Epoch 15 Batch 955/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.339 Epoch 15 Batch 956/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.826, Loss: 0.335 Epoch 15 Batch 957/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.822, Loss: 0.326 Epoch 15 Batch 958/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.350 Epoch 15 Batch 959/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.322 Epoch 15 Batch 960/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.821, Loss: 0.315 Epoch 15 Batch 961/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.821, Loss: 0.346 Epoch 15 Batch 962/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.825, Loss: 0.341 Epoch 15 Batch 963/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.832, Loss: 0.386 Epoch 15 Batch 964/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.830, Loss: 0.328 Epoch 15 Batch 965/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.832, Loss: 0.343 Epoch 15 Batch 966/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.830, Loss: 0.298 Epoch 15 Batch 967/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.827, Loss: 0.306 Epoch 15 Batch 968/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.827, Loss: 0.350 Epoch 15 Batch 969/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.826, Loss: 0.348 Epoch 15 Batch 970/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.379 Epoch 15 Batch 971/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.831, Loss: 0.308 Epoch 15 Batch 972/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.825, Loss: 0.317 Epoch 15 Batch 973/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.832, Loss: 0.300 Epoch 15 Batch 974/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.825, Loss: 0.314 Epoch 15 Batch 975/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.821, Loss: 0.304 Epoch 15 Batch 976/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.815, Loss: 0.302 Epoch 15 Batch 977/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.820, Loss: 0.312 Epoch 15 Batch 978/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.821, Loss: 0.317 Epoch 15 Batch 979/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.827, Loss: 0.364 Epoch 15 Batch 980/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.826, Loss: 0.335 Epoch 15 Batch 981/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.830, Loss: 0.351 Epoch 15 Batch 982/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.839, Loss: 0.305 Epoch 15 Batch 983/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.839, Loss: 0.339 Epoch 15 Batch 984/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.843, Loss: 0.349 Epoch 15 Batch 985/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.839, Loss: 0.327 Epoch 15 Batch 986/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.840, Loss: 0.338 Epoch 15 Batch 987/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.839, Loss: 0.316 Epoch 15 Batch 988/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.839, Loss: 0.345 Epoch 15 Batch 989/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.839, Loss: 0.346 Epoch 15 Batch 990/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.840, Loss: 0.358 Epoch 15 Batch 991/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.836, Loss: 0.339 Epoch 15 Batch 992/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.835, Loss: 0.324 Epoch 15 Batch 993/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.831, Loss: 0.294 Epoch 15 Batch 994/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.829, Loss: 0.332 Epoch 15 Batch 995/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.830, Loss: 0.307 Epoch 15 Batch 996/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.338 Epoch 15 Batch 997/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.826, Loss: 0.345 Epoch 15 Batch 998/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.320 Epoch 15 Batch 999/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.829, Loss: 0.337 Epoch 15 Batch 1000/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.831, Loss: 0.317 Epoch 15 Batch 1001/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.305 Epoch 15 Batch 1002/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.336 Epoch 15 Batch 1003/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.333 Epoch 15 Batch 1004/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.844, Loss: 0.351 Epoch 15 Batch 1005/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.846, Loss: 0.347 Epoch 15 Batch 1006/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.844, Loss: 0.299 Epoch 15 Batch 1007/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.842, Loss: 0.302 Epoch 15 Batch 1008/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.842, Loss: 0.347 Epoch 15 Batch 1009/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.842, Loss: 0.308 Epoch 15 Batch 1010/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.840, Loss: 0.348 Epoch 15 Batch 1011/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.826, Loss: 0.326 Epoch 15 Batch 1012/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.823, Loss: 0.293 Epoch 15 Batch 1013/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.835, Loss: 0.295 Epoch 15 Batch 1014/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.837, Loss: 0.342 Epoch 15 Batch 1015/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.828, Loss: 0.355 Epoch 15 Batch 1016/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.822, Loss: 0.336 Epoch 15 Batch 1017/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.827, Loss: 0.347 Epoch 15 Batch 1018/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.825, Loss: 0.310 Epoch 15 Batch 1019/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.825, Loss: 0.365 Epoch 15 Batch 1020/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.829, Loss: 0.314 Epoch 15 Batch 1021/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.832, Loss: 0.337 Epoch 15 Batch 1022/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.305 Epoch 15 Batch 1023/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.828, Loss: 0.309 Epoch 15 Batch 1024/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.833, Loss: 0.365 Epoch 15 Batch 1025/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.831, Loss: 0.338 Epoch 15 Batch 1026/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.835, Loss: 0.317 Epoch 15 Batch 1027/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.837, Loss: 0.341 Epoch 15 Batch 1028/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.837, Loss: 0.323 Epoch 15 Batch 1029/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.836, Loss: 0.326 Epoch 15 Batch 1030/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.319 Epoch 15 Batch 1031/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.835, Loss: 0.340 Epoch 15 Batch 1032/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.835, Loss: 0.348 Epoch 15 Batch 1033/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.836, Loss: 0.314 Epoch 15 Batch 1034/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.836, Loss: 0.343 Epoch 15 Batch 1035/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.833, Loss: 0.306 Epoch 15 Batch 1036/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.837, Loss: 0.338 Epoch 15 Batch 1037/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.836, Loss: 0.349 Epoch 15 Batch 1038/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.838, Loss: 0.328 Epoch 15 Batch 1039/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.328 Epoch 15 Batch 1040/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.829, Loss: 0.351 Epoch 15 Batch 1041/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.829, Loss: 0.346 Epoch 15 Batch 1042/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.819, Loss: 0.322 Epoch 15 Batch 1043/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.822, Loss: 0.351 Epoch 15 Batch 1044/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.825, Loss: 0.339 Epoch 15 Batch 1045/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.828, Loss: 0.331 Epoch 15 Batch 1046/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.829, Loss: 0.290 Epoch 15 Batch 1047/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.832, Loss: 0.311 Epoch 15 Batch 1048/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.828, Loss: 0.327 Epoch 15 Batch 1049/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.831, Loss: 0.338 Epoch 15 Batch 1050/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.834, Loss: 0.314 Epoch 15 Batch 1051/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.316 Epoch 15 Batch 1052/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.831, Loss: 0.303 Epoch 15 Batch 1053/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.830, Loss: 0.319 Epoch 15 Batch 1054/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.830, Loss: 0.336 Epoch 15 Batch 1055/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.830, Loss: 0.323 Epoch 15 Batch 1056/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.325 Epoch 15 Batch 1057/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.831, Loss: 0.328 Epoch 15 Batch 1058/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.349 Epoch 15 Batch 1059/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.832, Loss: 0.377 Epoch 15 Batch 1060/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.830, Loss: 0.319 Epoch 15 Batch 1061/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.832, Loss: 0.361 Epoch 15 Batch 1062/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.833, Loss: 0.318 Epoch 15 Batch 1063/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.833, Loss: 0.321 Epoch 15 Batch 1064/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.837, Loss: 0.326 Epoch 15 Batch 1065/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.332 Epoch 15 Batch 1066/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.836, Loss: 0.304 Epoch 15 Batch 1067/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.357 Epoch 15 Batch 1068/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.836, Loss: 0.321 Epoch 15 Batch 1069/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.835, Loss: 0.290 Epoch 15 Batch 1070/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.329 Epoch 15 Batch 1071/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.822, Loss: 0.313 Epoch 15 Batch 1072/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.822, Loss: 0.330 Epoch 15 Batch 1073/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.822, Loss: 0.331 Epoch 15 Batch 1074/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.823, Loss: 0.365 Epoch 15 Batch 1075/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.823, Loss: 0.355 Epoch 16 Batch 0/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.829, Loss: 0.300 Epoch 16 Batch 1/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.830, Loss: 0.322 Epoch 16 Batch 2/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.830, Loss: 0.354 Epoch 16 Batch 3/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.830, Loss: 0.323 Epoch 16 Batch 4/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.826, Loss: 0.330 Epoch 16 Batch 5/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.820, Loss: 0.358 Epoch 16 Batch 6/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.343 Epoch 16 Batch 7/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.827, Loss: 0.300 Epoch 16 Batch 8/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.824, Loss: 0.307 Epoch 16 Batch 9/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.345 Epoch 16 Batch 10/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.825, Loss: 0.342 Epoch 16 Batch 11/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.825, Loss: 0.329 Epoch 16 Batch 12/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.824, Loss: 0.340 Epoch 16 Batch 13/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.824, Loss: 0.353 Epoch 16 Batch 14/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.304 Epoch 16 Batch 15/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.826, Loss: 0.318 Epoch 16 Batch 16/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.336 Epoch 16 Batch 17/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.827, Loss: 0.330 Epoch 16 Batch 18/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.827, Loss: 0.334 Epoch 16 Batch 19/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.826, Loss: 0.335 Epoch 16 Batch 20/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.827, Loss: 0.312 Epoch 16 Batch 21/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.829, Loss: 0.362 Epoch 16 Batch 22/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.327 Epoch 16 Batch 23/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.833, Loss: 0.326 Epoch 16 Batch 24/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.831, Loss: 0.320 Epoch 16 Batch 25/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.826, Loss: 0.324 Epoch 16 Batch 26/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.828, Loss: 0.369 Epoch 16 Batch 27/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.299 Epoch 16 Batch 28/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.832, Loss: 0.333 Epoch 16 Batch 29/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.832, Loss: 0.323 Epoch 16 Batch 30/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.827, Loss: 0.306 Epoch 16 Batch 31/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.824, Loss: 0.334 Epoch 16 Batch 32/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.316 Epoch 16 Batch 33/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.827, Loss: 0.284 Epoch 16 Batch 34/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.831, Loss: 0.337 Epoch 16 Batch 35/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.319 Epoch 16 Batch 36/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.827, Loss: 0.321 Epoch 16 Batch 37/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.823, Loss: 0.343 Epoch 16 Batch 38/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.823, Loss: 0.364 Epoch 16 Batch 39/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.373 Epoch 16 Batch 40/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.835, Loss: 0.328 Epoch 16 Batch 41/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.828, Loss: 0.322 Epoch 16 Batch 42/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.335 Epoch 16 Batch 43/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.820, Loss: 0.320 Epoch 16 Batch 44/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.815, Loss: 0.326 Epoch 16 Batch 45/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.827, Loss: 0.326 Epoch 16 Batch 46/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.818, Loss: 0.355 Epoch 16 Batch 47/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.326 Epoch 16 Batch 48/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.818, Loss: 0.367 Epoch 16 Batch 49/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.821, Loss: 0.337 Epoch 16 Batch 50/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.824, Loss: 0.317 Epoch 16 Batch 51/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.823, Loss: 0.317 Epoch 16 Batch 52/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.822, Loss: 0.316 Epoch 16 Batch 53/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.819, Loss: 0.342 Epoch 16 Batch 54/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.817, Loss: 0.373 Epoch 16 Batch 55/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.825, Loss: 0.310 Epoch 16 Batch 56/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.817, Loss: 0.309 Epoch 16 Batch 57/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.815, Loss: 0.306 Epoch 16 Batch 58/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.820, Loss: 0.306 Epoch 16 Batch 59/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.324 Epoch 16 Batch 60/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.814, Loss: 0.328 Epoch 16 Batch 61/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.817, Loss: 0.352 Epoch 16 Batch 62/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.817, Loss: 0.339 Epoch 16 Batch 63/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.821, Loss: 0.306 Epoch 16 Batch 64/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.823, Loss: 0.312 Epoch 16 Batch 65/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.820, Loss: 0.318 Epoch 16 Batch 66/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.821, Loss: 0.303 Epoch 16 Batch 67/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.824, Loss: 0.308 Epoch 16 Batch 68/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.822, Loss: 0.334 Epoch 16 Batch 69/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.816, Loss: 0.358 Epoch 16 Batch 70/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.818, Loss: 0.336 Epoch 16 Batch 71/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.820, Loss: 0.318 Epoch 16 Batch 72/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.331 Epoch 16 Batch 73/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.832, Loss: 0.354 Epoch 16 Batch 74/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.289 Epoch 16 Batch 75/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.346 Epoch 16 Batch 76/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.826, Loss: 0.278 Epoch 16 Batch 77/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.826, Loss: 0.329 Epoch 16 Batch 78/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.831, Loss: 0.346 Epoch 16 Batch 79/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.337 Epoch 16 Batch 80/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.830, Loss: 0.323 Epoch 16 Batch 81/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.831, Loss: 0.326 Epoch 16 Batch 82/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.291 Epoch 16 Batch 83/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.839, Loss: 0.354 Epoch 16 Batch 84/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.838, Loss: 0.337 Epoch 16 Batch 85/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.834, Loss: 0.303 Epoch 16 Batch 86/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.835, Loss: 0.319 Epoch 16 Batch 87/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.832, Loss: 0.359 Epoch 16 Batch 88/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.827, Loss: 0.338 Epoch 16 Batch 89/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.832, Loss: 0.324 Epoch 16 Batch 90/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.826, Loss: 0.347 Epoch 16 Batch 91/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.822, Loss: 0.283 Epoch 16 Batch 92/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.828, Loss: 0.332 Epoch 16 Batch 93/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.832, Loss: 0.339 Epoch 16 Batch 94/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.832, Loss: 0.304 Epoch 16 Batch 95/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.342 Epoch 16 Batch 96/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.311 Epoch 16 Batch 97/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.833, Loss: 0.324 Epoch 16 Batch 98/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.841, Loss: 0.329 Epoch 16 Batch 99/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.844, Loss: 0.335 Epoch 16 Batch 100/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.839, Loss: 0.336 Epoch 16 Batch 101/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.841, Loss: 0.324 Epoch 16 Batch 102/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.837, Loss: 0.300 Epoch 16 Batch 103/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.828, Loss: 0.376 Epoch 16 Batch 104/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.826, Loss: 0.341 Epoch 16 Batch 105/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.333 Epoch 16 Batch 106/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.829, Loss: 0.368 Epoch 16 Batch 107/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.824, Loss: 0.344 Epoch 16 Batch 108/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.824, Loss: 0.308 Epoch 16 Batch 109/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.825, Loss: 0.313 Epoch 16 Batch 110/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.819, Loss: 0.297 Epoch 16 Batch 111/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.812, Loss: 0.305 Epoch 16 Batch 112/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.326 Epoch 16 Batch 113/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.814, Loss: 0.352 Epoch 16 Batch 114/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.815, Loss: 0.307 Epoch 16 Batch 115/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.340 Epoch 16 Batch 116/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.819, Loss: 0.332 Epoch 16 Batch 117/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.820, Loss: 0.343 Epoch 16 Batch 118/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.822, Loss: 0.362 Epoch 16 Batch 119/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.820, Loss: 0.342 Epoch 16 Batch 120/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.354 Epoch 16 Batch 121/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.333 Epoch 16 Batch 122/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.826, Loss: 0.308 Epoch 16 Batch 123/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.822, Loss: 0.282 Epoch 16 Batch 124/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.821, Loss: 0.340 Epoch 16 Batch 125/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.821, Loss: 0.332 Epoch 16 Batch 126/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.814, Loss: 0.295 Epoch 16 Batch 127/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.814, Loss: 0.318 Epoch 16 Batch 128/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.817, Loss: 0.298 Epoch 16 Batch 129/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.816, Loss: 0.327 Epoch 16 Batch 130/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.814, Loss: 0.278 Epoch 16 Batch 131/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.818, Loss: 0.324 Epoch 16 Batch 132/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.337 Epoch 16 Batch 133/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.823, Loss: 0.335 Epoch 16 Batch 134/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.826, Loss: 0.306 Epoch 16 Batch 135/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.824, Loss: 0.318 Epoch 16 Batch 136/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.820, Loss: 0.329 Epoch 16 Batch 137/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.821, Loss: 0.304 Epoch 16 Batch 138/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.833, Loss: 0.300 Epoch 16 Batch 139/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.832, Loss: 0.337 Epoch 16 Batch 140/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.835, Loss: 0.325 Epoch 16 Batch 141/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.835, Loss: 0.318 Epoch 16 Batch 142/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.289 Epoch 16 Batch 143/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.836, Loss: 0.317 Epoch 16 Batch 144/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.832, Loss: 0.362 Epoch 16 Batch 145/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.835, Loss: 0.338 Epoch 16 Batch 146/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.839, Loss: 0.354 Epoch 16 Batch 147/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.838, Loss: 0.334 Epoch 16 Batch 148/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.841, Loss: 0.335 Epoch 16 Batch 149/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.326 Epoch 16 Batch 150/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.838, Loss: 0.311 Epoch 16 Batch 151/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.306 Epoch 16 Batch 152/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.834, Loss: 0.352 Epoch 16 Batch 153/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.838, Loss: 0.363 Epoch 16 Batch 154/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.315 Epoch 16 Batch 155/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.839, Loss: 0.321 Epoch 16 Batch 156/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.832, Loss: 0.334 Epoch 16 Batch 157/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.821, Loss: 0.328 Epoch 16 Batch 158/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.343 Epoch 16 Batch 159/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.285 Epoch 16 Batch 160/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.826, Loss: 0.309 Epoch 16 Batch 161/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.816, Loss: 0.327 Epoch 16 Batch 162/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.813, Loss: 0.371 Epoch 16 Batch 163/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.813, Loss: 0.370 Epoch 16 Batch 164/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.817, Loss: 0.320 Epoch 16 Batch 165/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.820, Loss: 0.318 Epoch 16 Batch 166/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.815, Loss: 0.326 Epoch 16 Batch 167/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.811, Loss: 0.318 Epoch 16 Batch 168/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.812, Loss: 0.378 Epoch 16 Batch 169/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.325 Epoch 16 Batch 170/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.825, Loss: 0.367 Epoch 16 Batch 171/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.828, Loss: 0.308 Epoch 16 Batch 172/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.831, Loss: 0.298 Epoch 16 Batch 173/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.832, Loss: 0.349 Epoch 16 Batch 174/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.828, Loss: 0.309 Epoch 16 Batch 175/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.827, Loss: 0.308 Epoch 16 Batch 176/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.818, Loss: 0.324 Epoch 16 Batch 177/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.818, Loss: 0.348 Epoch 16 Batch 178/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.818, Loss: 0.322 Epoch 16 Batch 179/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.821, Loss: 0.326 Epoch 16 Batch 180/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.821, Loss: 0.308 Epoch 16 Batch 181/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.816, Loss: 0.343 Epoch 16 Batch 182/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.817, Loss: 0.340 Epoch 16 Batch 183/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.820, Loss: 0.349 Epoch 16 Batch 184/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.822, Loss: 0.305 Epoch 16 Batch 185/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.821, Loss: 0.324 Epoch 16 Batch 186/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.821, Loss: 0.328 Epoch 16 Batch 187/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.822, Loss: 0.316 Epoch 16 Batch 188/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.820, Loss: 0.319 Epoch 16 Batch 189/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.827, Loss: 0.331 Epoch 16 Batch 190/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.827, Loss: 0.320 Epoch 16 Batch 191/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.824, Loss: 0.290 Epoch 16 Batch 192/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.823, Loss: 0.344 Epoch 16 Batch 193/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.825, Loss: 0.284 Epoch 16 Batch 194/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.816, Loss: 0.308 Epoch 16 Batch 195/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.818, Loss: 0.304 Epoch 16 Batch 196/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.817, Loss: 0.320 Epoch 16 Batch 197/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.818, Loss: 0.323 Epoch 16 Batch 198/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.815, Loss: 0.317 Epoch 16 Batch 199/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.814, Loss: 0.295 Epoch 16 Batch 200/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.814, Loss: 0.340 Epoch 16 Batch 201/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.821, Loss: 0.295 Epoch 16 Batch 202/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.341 Epoch 16 Batch 203/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.328 Epoch 16 Batch 204/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.825, Loss: 0.350 Epoch 16 Batch 205/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.825, Loss: 0.341 Epoch 16 Batch 206/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.817, Loss: 0.306 Epoch 16 Batch 207/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.817, Loss: 0.318 Epoch 16 Batch 208/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.340 Epoch 16 Batch 209/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.831, Loss: 0.280 Epoch 16 Batch 210/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.833, Loss: 0.311 Epoch 16 Batch 211/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.833, Loss: 0.315 Epoch 16 Batch 212/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.835, Loss: 0.313 Epoch 16 Batch 213/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.302 Epoch 16 Batch 214/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.842, Loss: 0.313 Epoch 16 Batch 215/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.840, Loss: 0.364 Epoch 16 Batch 216/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.835, Loss: 0.322 Epoch 16 Batch 217/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.832, Loss: 0.296 Epoch 16 Batch 218/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.819, Loss: 0.370 Epoch 16 Batch 219/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.827, Loss: 0.328 Epoch 16 Batch 220/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.830, Loss: 0.326 Epoch 16 Batch 221/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.326 Epoch 16 Batch 222/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.351 Epoch 16 Batch 223/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.824, Loss: 0.300 Epoch 16 Batch 224/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.827, Loss: 0.318 Epoch 16 Batch 225/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.831, Loss: 0.344 Epoch 16 Batch 226/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.824, Loss: 0.318 Epoch 16 Batch 227/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.824, Loss: 0.354 Epoch 16 Batch 228/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.320 Epoch 16 Batch 229/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.830, Loss: 0.348 Epoch 16 Batch 230/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.304 Epoch 16 Batch 231/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.824, Loss: 0.343 Epoch 16 Batch 232/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.823, Loss: 0.343 Epoch 16 Batch 233/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.821, Loss: 0.373 Epoch 16 Batch 234/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.827, Loss: 0.334 Epoch 16 Batch 235/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.294 Epoch 16 Batch 236/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.825, Loss: 0.320 Epoch 16 Batch 237/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.829, Loss: 0.304 Epoch 16 Batch 238/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.823, Loss: 0.340 Epoch 16 Batch 239/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.832, Loss: 0.291 Epoch 16 Batch 240/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.832, Loss: 0.298 Epoch 16 Batch 241/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.839, Loss: 0.295 Epoch 16 Batch 242/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.838, Loss: 0.323 Epoch 16 Batch 243/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.841, Loss: 0.339 Epoch 16 Batch 244/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.838, Loss: 0.328 Epoch 16 Batch 245/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.838, Loss: 0.314 Epoch 16 Batch 246/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.833, Loss: 0.322 Epoch 16 Batch 247/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.827, Loss: 0.304 Epoch 16 Batch 248/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.817, Loss: 0.313 Epoch 16 Batch 249/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.829, Loss: 0.323 Epoch 16 Batch 250/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.313 Epoch 16 Batch 251/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.340 Epoch 16 Batch 252/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.835, Loss: 0.321 Epoch 16 Batch 253/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.833, Loss: 0.324 Epoch 16 Batch 254/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.323 Epoch 16 Batch 255/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.827, Loss: 0.347 Epoch 16 Batch 256/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.828, Loss: 0.373 Epoch 16 Batch 257/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.825, Loss: 0.328 Epoch 16 Batch 258/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.825, Loss: 0.312 Epoch 16 Batch 259/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.828, Loss: 0.316 Epoch 16 Batch 260/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.820, Loss: 0.308 Epoch 16 Batch 261/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.825, Loss: 0.309 Epoch 16 Batch 262/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.826, Loss: 0.303 Epoch 16 Batch 263/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.825, Loss: 0.319 Epoch 16 Batch 264/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.352 Epoch 16 Batch 265/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.818, Loss: 0.340 Epoch 16 Batch 266/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.821, Loss: 0.333 Epoch 16 Batch 267/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.817, Loss: 0.297 Epoch 16 Batch 268/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.819, Loss: 0.324 Epoch 16 Batch 269/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.816, Loss: 0.347 Epoch 16 Batch 270/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.815, Loss: 0.341 Epoch 16 Batch 271/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.820, Loss: 0.316 Epoch 16 Batch 272/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.819, Loss: 0.385 Epoch 16 Batch 273/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.318 Epoch 16 Batch 274/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.822, Loss: 0.320 Epoch 16 Batch 275/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.823, Loss: 0.352 Epoch 16 Batch 276/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.822, Loss: 0.378 Epoch 16 Batch 277/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.824, Loss: 0.290 Epoch 16 Batch 278/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.824, Loss: 0.343 Epoch 16 Batch 279/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.823, Loss: 0.368 Epoch 16 Batch 280/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.823, Loss: 0.334 Epoch 16 Batch 281/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.812, Loss: 0.338 Epoch 16 Batch 282/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.812, Loss: 0.387 Epoch 16 Batch 283/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.812, Loss: 0.328 Epoch 16 Batch 284/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.811, Loss: 0.349 Epoch 16 Batch 285/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.820, Loss: 0.326 Epoch 16 Batch 286/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.825, Loss: 0.306 Epoch 16 Batch 287/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.825, Loss: 0.327 Epoch 16 Batch 288/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.824, Loss: 0.360 Epoch 16 Batch 289/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.817, Loss: 0.317 Epoch 16 Batch 290/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.820, Loss: 0.349 Epoch 16 Batch 291/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.821, Loss: 0.340 Epoch 16 Batch 292/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.820, Loss: 0.325 Epoch 16 Batch 293/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.816, Loss: 0.337 Epoch 16 Batch 294/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.815, Loss: 0.311 Epoch 16 Batch 295/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.816, Loss: 0.344 Epoch 16 Batch 296/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.826, Loss: 0.306 Epoch 16 Batch 297/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.829, Loss: 0.366 Epoch 16 Batch 298/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.830, Loss: 0.370 Epoch 16 Batch 299/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.830, Loss: 0.313 Epoch 16 Batch 300/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.832, Loss: 0.315 Epoch 16 Batch 301/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.834, Loss: 0.310 Epoch 16 Batch 302/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.835, Loss: 0.320 Epoch 16 Batch 303/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.833, Loss: 0.356 Epoch 16 Batch 304/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.831, Loss: 0.297 Epoch 16 Batch 305/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.831, Loss: 0.317 Epoch 16 Batch 306/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.832, Loss: 0.320 Epoch 16 Batch 307/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.833, Loss: 0.332 Epoch 16 Batch 308/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.829, Loss: 0.358 Epoch 16 Batch 309/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.825, Loss: 0.301 Epoch 16 Batch 310/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.820, Loss: 0.336 Epoch 16 Batch 311/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.300 Epoch 16 Batch 312/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.816, Loss: 0.352 Epoch 16 Batch 313/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.819, Loss: 0.317 Epoch 16 Batch 314/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.818, Loss: 0.316 Epoch 16 Batch 315/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.818, Loss: 0.302 Epoch 16 Batch 316/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.819, Loss: 0.295 Epoch 16 Batch 317/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.822, Loss: 0.350 Epoch 16 Batch 318/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.825, Loss: 0.316 Epoch 16 Batch 319/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.813, Loss: 0.336 Epoch 16 Batch 320/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.817, Loss: 0.339 Epoch 16 Batch 321/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.818, Loss: 0.323 Epoch 16 Batch 322/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.812, Loss: 0.294 Epoch 16 Batch 323/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.815, Loss: 0.335 Epoch 16 Batch 324/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.814, Loss: 0.335 Epoch 16 Batch 325/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.825, Loss: 0.308 Epoch 16 Batch 326/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.825, Loss: 0.305 Epoch 16 Batch 327/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.338 Epoch 16 Batch 328/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.821, Loss: 0.348 Epoch 16 Batch 329/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.827, Loss: 0.342 Epoch 16 Batch 330/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.335 Epoch 16 Batch 331/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.828, Loss: 0.355 Epoch 16 Batch 332/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.825, Loss: 0.293 Epoch 16 Batch 333/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.823, Loss: 0.334 Epoch 16 Batch 334/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.303 Epoch 16 Batch 335/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.831, Loss: 0.303 Epoch 16 Batch 336/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.345 Epoch 16 Batch 337/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.828, Loss: 0.332 Epoch 16 Batch 338/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.830, Loss: 0.367 Epoch 16 Batch 339/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.826, Loss: 0.291 Epoch 16 Batch 340/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.834, Loss: 0.339 Epoch 16 Batch 341/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.834, Loss: 0.375 Epoch 16 Batch 342/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.836, Loss: 0.304 Epoch 16 Batch 343/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.836, Loss: 0.312 Epoch 16 Batch 344/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.834, Loss: 0.317 Epoch 16 Batch 345/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.839, Loss: 0.311 Epoch 16 Batch 346/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.849, Loss: 0.341 Epoch 16 Batch 347/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.846, Loss: 0.293 Epoch 16 Batch 348/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.836, Loss: 0.316 Epoch 16 Batch 349/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.830, Loss: 0.317 Epoch 16 Batch 350/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.838, Loss: 0.349 Epoch 16 Batch 351/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.348 Epoch 16 Batch 352/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.824, Loss: 0.337 Epoch 16 Batch 353/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.824, Loss: 0.351 Epoch 16 Batch 354/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.339 Epoch 16 Batch 355/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.821, Loss: 0.336 Epoch 16 Batch 356/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.821, Loss: 0.321 Epoch 16 Batch 357/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.821, Loss: 0.320 Epoch 16 Batch 358/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.814, Loss: 0.338 Epoch 16 Batch 359/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.815, Loss: 0.332 Epoch 16 Batch 360/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.814, Loss: 0.317 Epoch 16 Batch 361/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.811, Loss: 0.337 Epoch 16 Batch 362/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.815, Loss: 0.325 Epoch 16 Batch 363/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.830, Loss: 0.331 Epoch 16 Batch 364/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.831, Loss: 0.345 Epoch 16 Batch 365/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.827, Loss: 0.299 Epoch 16 Batch 366/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.829, Loss: 0.302 Epoch 16 Batch 367/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.828, Loss: 0.288 Epoch 16 Batch 368/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.827, Loss: 0.331 Epoch 16 Batch 369/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.828, Loss: 0.302 Epoch 16 Batch 370/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.831, Loss: 0.324 Epoch 16 Batch 371/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.341 Epoch 16 Batch 372/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.834, Loss: 0.305 Epoch 16 Batch 373/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.305 Epoch 16 Batch 374/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.835, Loss: 0.343 Epoch 16 Batch 375/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.310 Epoch 16 Batch 376/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.832, Loss: 0.332 Epoch 16 Batch 377/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.348 Epoch 16 Batch 378/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.822, Loss: 0.304 Epoch 16 Batch 379/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.821, Loss: 0.342 Epoch 16 Batch 380/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.821, Loss: 0.309 Epoch 16 Batch 381/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.824, Loss: 0.362 Epoch 16 Batch 382/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.824, Loss: 0.360 Epoch 16 Batch 383/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.824, Loss: 0.328 Epoch 16 Batch 384/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.829, Loss: 0.328 Epoch 16 Batch 385/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.830, Loss: 0.326 Epoch 16 Batch 386/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.828, Loss: 0.318 Epoch 16 Batch 387/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.830, Loss: 0.311 Epoch 16 Batch 388/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.830, Loss: 0.315 Epoch 16 Batch 389/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.310 Epoch 16 Batch 390/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.825, Loss: 0.359 Epoch 16 Batch 391/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.826, Loss: 0.309 Epoch 16 Batch 392/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.826, Loss: 0.322 Epoch 16 Batch 393/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.824, Loss: 0.284 Epoch 16 Batch 394/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.330 Epoch 16 Batch 395/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.822, Loss: 0.293 Epoch 16 Batch 396/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.335 Epoch 16 Batch 397/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.828, Loss: 0.302 Epoch 16 Batch 398/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.350 Epoch 16 Batch 399/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.829, Loss: 0.340 Epoch 16 Batch 400/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.826, Loss: 0.352 Epoch 16 Batch 401/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.827, Loss: 0.321 Epoch 16 Batch 402/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.831, Loss: 0.308 Epoch 16 Batch 403/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.830, Loss: 0.349 Epoch 16 Batch 404/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.307 Epoch 16 Batch 405/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.834, Loss: 0.346 Epoch 16 Batch 406/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.830, Loss: 0.324 Epoch 16 Batch 407/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.834, Loss: 0.331 Epoch 16 Batch 408/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.835, Loss: 0.330 Epoch 16 Batch 409/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.354 Epoch 16 Batch 410/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.832, Loss: 0.349 Epoch 16 Batch 411/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.836, Loss: 0.304 Epoch 16 Batch 412/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.835, Loss: 0.310 Epoch 16 Batch 413/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.835, Loss: 0.307 Epoch 16 Batch 414/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.835, Loss: 0.335 Epoch 16 Batch 415/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.838, Loss: 0.325 Epoch 16 Batch 416/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.835, Loss: 0.336 Epoch 16 Batch 417/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.825, Loss: 0.348 Epoch 16 Batch 418/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.835, Loss: 0.314 Epoch 16 Batch 419/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.834, Loss: 0.323 Epoch 16 Batch 420/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.831, Loss: 0.292 Epoch 16 Batch 421/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.831, Loss: 0.339 Epoch 16 Batch 422/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.310 Epoch 16 Batch 423/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.831, Loss: 0.317 Epoch 16 Batch 424/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.832, Loss: 0.322 Epoch 16 Batch 425/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.292 Epoch 16 Batch 426/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.838, Loss: 0.353 Epoch 16 Batch 427/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.837, Loss: 0.309 Epoch 16 Batch 428/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.836, Loss: 0.309 Epoch 16 Batch 429/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.835, Loss: 0.304 Epoch 16 Batch 430/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.833, Loss: 0.328 Epoch 16 Batch 431/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.828, Loss: 0.330 Epoch 16 Batch 432/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.316 Epoch 16 Batch 433/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.825, Loss: 0.316 Epoch 16 Batch 434/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.326 Epoch 16 Batch 435/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.825, Loss: 0.347 Epoch 16 Batch 436/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.817, Loss: 0.318 Epoch 16 Batch 437/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.812, Loss: 0.330 Epoch 16 Batch 438/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.807, Loss: 0.329 Epoch 16 Batch 439/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.811, Loss: 0.357 Epoch 16 Batch 440/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.800, Loss: 0.340 Epoch 16 Batch 441/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.804, Loss: 0.322 Epoch 16 Batch 442/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.804, Loss: 0.344 Epoch 16 Batch 443/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.813, Loss: 0.322 Epoch 16 Batch 444/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.812, Loss: 0.311 Epoch 16 Batch 445/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.801, Loss: 0.338 Epoch 16 Batch 446/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.802, Loss: 0.294 Epoch 16 Batch 447/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.808, Loss: 0.347 Epoch 16 Batch 448/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.808, Loss: 0.357 Epoch 16 Batch 449/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.812, Loss: 0.342 Epoch 16 Batch 450/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.812, Loss: 0.344 Epoch 16 Batch 451/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.810, Loss: 0.305 Epoch 16 Batch 452/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.800, Loss: 0.322 Epoch 16 Batch 453/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.804, Loss: 0.317 Epoch 16 Batch 454/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.809, Loss: 0.339 Epoch 16 Batch 455/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.812, Loss: 0.330 Epoch 16 Batch 456/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.816, Loss: 0.329 Epoch 16 Batch 457/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.818, Loss: 0.307 Epoch 16 Batch 458/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.818, Loss: 0.316 Epoch 16 Batch 459/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.818, Loss: 0.307 Epoch 16 Batch 460/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.819, Loss: 0.356 Epoch 16 Batch 461/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.811, Loss: 0.315 Epoch 16 Batch 462/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.821, Loss: 0.336 Epoch 16 Batch 463/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.820, Loss: 0.326 Epoch 16 Batch 464/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.819, Loss: 0.318 Epoch 16 Batch 465/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.821, Loss: 0.363 Epoch 16 Batch 466/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.819, Loss: 0.304 Epoch 16 Batch 467/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.814, Loss: 0.324 Epoch 16 Batch 468/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.813, Loss: 0.347 Epoch 16 Batch 469/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.815, Loss: 0.329 Epoch 16 Batch 470/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.813, Loss: 0.344 Epoch 16 Batch 471/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.815, Loss: 0.319 Epoch 16 Batch 472/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.818, Loss: 0.303 Epoch 16 Batch 473/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.816, Loss: 0.321 Epoch 16 Batch 474/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.818, Loss: 0.327 Epoch 16 Batch 475/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.814, Loss: 0.312 Epoch 16 Batch 476/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.814, Loss: 0.357 Epoch 16 Batch 477/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.812, Loss: 0.306 Epoch 16 Batch 478/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.822, Loss: 0.350 Epoch 16 Batch 479/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.828, Loss: 0.339 Epoch 16 Batch 480/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.326 Epoch 16 Batch 481/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.824, Loss: 0.314 Epoch 16 Batch 482/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.826, Loss: 0.336 Epoch 16 Batch 483/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.352 Epoch 16 Batch 484/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.333 Epoch 16 Batch 485/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.342 Epoch 16 Batch 486/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.828, Loss: 0.331 Epoch 16 Batch 487/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.823, Loss: 0.329 Epoch 16 Batch 488/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.835, Loss: 0.317 Epoch 16 Batch 489/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.838, Loss: 0.328 Epoch 16 Batch 490/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.838, Loss: 0.320 Epoch 16 Batch 491/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.828, Loss: 0.332 Epoch 16 Batch 492/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.831, Loss: 0.373 Epoch 16 Batch 493/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.833, Loss: 0.302 Epoch 16 Batch 494/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.834, Loss: 0.313 Epoch 16 Batch 495/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.824, Loss: 0.313 Epoch 16 Batch 496/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.819, Loss: 0.344 Epoch 16 Batch 497/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.820, Loss: 0.332 Epoch 16 Batch 498/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.820, Loss: 0.325 Epoch 16 Batch 499/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.813, Loss: 0.295 Epoch 16 Batch 500/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.817, Loss: 0.318 Epoch 16 Batch 501/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.817, Loss: 0.325 Epoch 16 Batch 502/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.816, Loss: 0.322 Epoch 16 Batch 503/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.814, Loss: 0.315 Epoch 16 Batch 504/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.819, Loss: 0.325 Epoch 16 Batch 505/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.822, Loss: 0.281 Epoch 16 Batch 506/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.821, Loss: 0.328 Epoch 16 Batch 507/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.825, Loss: 0.332 Epoch 16 Batch 508/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.828, Loss: 0.319 Epoch 16 Batch 509/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.828, Loss: 0.354 Epoch 16 Batch 510/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.825, Loss: 0.325 Epoch 16 Batch 511/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.817, Loss: 0.316 Epoch 16 Batch 512/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.821, Loss: 0.327 Epoch 16 Batch 513/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.823, Loss: 0.337 Epoch 16 Batch 514/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.819, Loss: 0.333 Epoch 16 Batch 515/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.820, Loss: 0.337 Epoch 16 Batch 516/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.827, Loss: 0.287 Epoch 16 Batch 517/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.317 Epoch 16 Batch 518/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.826, Loss: 0.310 Epoch 16 Batch 519/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.828, Loss: 0.329 Epoch 16 Batch 520/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.827, Loss: 0.302 Epoch 16 Batch 521/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.833, Loss: 0.331 Epoch 16 Batch 522/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.836, Loss: 0.361 Epoch 16 Batch 523/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.838, Loss: 0.327 Epoch 16 Batch 524/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.842, Loss: 0.337 Epoch 16 Batch 525/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.332 Epoch 16 Batch 526/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.318 Epoch 16 Batch 527/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.306 Epoch 16 Batch 528/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.825, Loss: 0.302 Epoch 16 Batch 529/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.830, Loss: 0.299 Epoch 16 Batch 530/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.835, Loss: 0.342 Epoch 16 Batch 531/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.832, Loss: 0.314 Epoch 16 Batch 532/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.831, Loss: 0.335 Epoch 16 Batch 533/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.830, Loss: 0.360 Epoch 16 Batch 534/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.826, Loss: 0.317 Epoch 16 Batch 535/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.828, Loss: 0.307 Epoch 16 Batch 536/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.307 Epoch 16 Batch 537/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.837, Loss: 0.319 Epoch 16 Batch 538/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.836, Loss: 0.283 Epoch 16 Batch 539/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.831, Loss: 0.358 Epoch 16 Batch 540/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.296 Epoch 16 Batch 541/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.333 Epoch 16 Batch 542/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.831, Loss: 0.312 Epoch 16 Batch 543/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.833, Loss: 0.342 Epoch 16 Batch 544/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.836, Loss: 0.310 Epoch 16 Batch 545/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.836, Loss: 0.350 Epoch 16 Batch 546/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.831, Loss: 0.346 Epoch 16 Batch 547/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.832, Loss: 0.324 Epoch 16 Batch 548/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.348 Epoch 16 Batch 549/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.828, Loss: 0.363 Epoch 16 Batch 550/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.828, Loss: 0.328 Epoch 16 Batch 551/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.338 Epoch 16 Batch 552/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.830, Loss: 0.345 Epoch 16 Batch 553/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.828, Loss: 0.332 Epoch 16 Batch 554/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.819, Loss: 0.334 Epoch 16 Batch 555/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.822, Loss: 0.310 Epoch 16 Batch 556/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.310 Epoch 16 Batch 557/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.827, Loss: 0.307 Epoch 16 Batch 558/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.822, Loss: 0.301 Epoch 16 Batch 559/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.313 Epoch 16 Batch 560/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.821, Loss: 0.332 Epoch 16 Batch 561/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.819, Loss: 0.297 Epoch 16 Batch 562/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.814, Loss: 0.311 Epoch 16 Batch 563/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.821, Loss: 0.355 Epoch 16 Batch 564/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.818, Loss: 0.360 Epoch 16 Batch 565/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.813, Loss: 0.348 Epoch 16 Batch 566/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.811, Loss: 0.346 Epoch 16 Batch 567/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.815, Loss: 0.341 Epoch 16 Batch 568/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.815, Loss: 0.325 Epoch 16 Batch 569/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.815, Loss: 0.329 Epoch 16 Batch 570/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.814, Loss: 0.364 Epoch 16 Batch 571/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.810, Loss: 0.307 Epoch 16 Batch 572/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.809, Loss: 0.311 Epoch 16 Batch 573/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.809, Loss: 0.339 Epoch 16 Batch 574/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.812, Loss: 0.340 Epoch 16 Batch 575/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.329 Epoch 16 Batch 576/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.831, Loss: 0.333 Epoch 16 Batch 577/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.827, Loss: 0.338 Epoch 16 Batch 578/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.828, Loss: 0.329 Epoch 16 Batch 579/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.320 Epoch 16 Batch 580/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.829, Loss: 0.301 Epoch 16 Batch 581/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.832, Loss: 0.289 Epoch 16 Batch 582/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.830, Loss: 0.310 Epoch 16 Batch 583/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.831, Loss: 0.346 Epoch 16 Batch 584/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.831, Loss: 0.323 Epoch 16 Batch 585/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.291 Epoch 16 Batch 586/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.830, Loss: 0.338 Epoch 16 Batch 587/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.292 Epoch 16 Batch 588/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.822, Loss: 0.317 Epoch 16 Batch 589/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.824, Loss: 0.324 Epoch 16 Batch 590/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.335 Epoch 16 Batch 591/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.821, Loss: 0.305 Epoch 16 Batch 592/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.819, Loss: 0.349 Epoch 16 Batch 593/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.824, Loss: 0.321 Epoch 16 Batch 594/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.820, Loss: 0.351 Epoch 16 Batch 595/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.328 Epoch 16 Batch 596/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.824, Loss: 0.322 Epoch 16 Batch 597/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.826, Loss: 0.306 Epoch 16 Batch 598/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.825, Loss: 0.296 Epoch 16 Batch 599/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.827, Loss: 0.367 Epoch 16 Batch 600/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.826, Loss: 0.318 Epoch 16 Batch 601/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.319 Epoch 16 Batch 602/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.824, Loss: 0.321 Epoch 16 Batch 603/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.823, Loss: 0.315 Epoch 16 Batch 604/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.823, Loss: 0.326 Epoch 16 Batch 605/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.365 Epoch 16 Batch 606/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.289 Epoch 16 Batch 607/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.830, Loss: 0.322 Epoch 16 Batch 608/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.324 Epoch 16 Batch 609/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.827, Loss: 0.342 Epoch 16 Batch 610/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.825, Loss: 0.339 Epoch 16 Batch 611/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.829, Loss: 0.330 Epoch 16 Batch 612/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.307 Epoch 16 Batch 613/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.835, Loss: 0.340 Epoch 16 Batch 614/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.322 Epoch 16 Batch 615/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.835, Loss: 0.313 Epoch 16 Batch 616/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.843, Loss: 0.315 Epoch 16 Batch 617/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.841, Loss: 0.321 Epoch 16 Batch 618/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.838, Loss: 0.327 Epoch 16 Batch 619/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.837, Loss: 0.330 Epoch 16 Batch 620/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.836, Loss: 0.313 Epoch 16 Batch 621/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.838, Loss: 0.322 Epoch 16 Batch 622/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.836, Loss: 0.341 Epoch 16 Batch 623/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.828, Loss: 0.338 Epoch 16 Batch 624/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.311 Epoch 16 Batch 625/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.827, Loss: 0.323 Epoch 16 Batch 626/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.287 Epoch 16 Batch 627/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.832, Loss: 0.318 Epoch 16 Batch 628/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.841, Loss: 0.332 Epoch 16 Batch 629/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.840, Loss: 0.329 Epoch 16 Batch 630/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.841, Loss: 0.320 Epoch 16 Batch 631/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.838, Loss: 0.313 Epoch 16 Batch 632/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.842, Loss: 0.323 Epoch 16 Batch 633/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.842, Loss: 0.338 Epoch 16 Batch 634/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.841, Loss: 0.286 Epoch 16 Batch 635/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.838, Loss: 0.362 Epoch 16 Batch 636/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.836, Loss: 0.312 Epoch 16 Batch 637/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.328 Epoch 16 Batch 638/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.835, Loss: 0.319 Epoch 16 Batch 639/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.833, Loss: 0.322 Epoch 16 Batch 640/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.825, Loss: 0.289 Epoch 16 Batch 641/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.820, Loss: 0.319 Epoch 16 Batch 642/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.823, Loss: 0.338 Epoch 16 Batch 643/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.822, Loss: 0.290 Epoch 16 Batch 644/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.824, Loss: 0.327 Epoch 16 Batch 645/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.828, Loss: 0.316 Epoch 16 Batch 646/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.827, Loss: 0.319 Epoch 16 Batch 647/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.316 Epoch 16 Batch 648/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.828, Loss: 0.310 Epoch 16 Batch 649/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.832, Loss: 0.339 Epoch 16 Batch 650/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.829, Loss: 0.316 Epoch 16 Batch 651/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.836, Loss: 0.306 Epoch 16 Batch 652/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.837, Loss: 0.365 Epoch 16 Batch 653/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.833, Loss: 0.344 Epoch 16 Batch 654/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.833, Loss: 0.315 Epoch 16 Batch 655/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.833, Loss: 0.331 Epoch 16 Batch 656/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.831, Loss: 0.338 Epoch 16 Batch 657/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.332 Epoch 16 Batch 658/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.832, Loss: 0.297 Epoch 16 Batch 659/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.825, Loss: 0.306 Epoch 16 Batch 660/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.820, Loss: 0.327 Epoch 16 Batch 661/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.822, Loss: 0.287 Epoch 16 Batch 662/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.827, Loss: 0.289 Epoch 16 Batch 663/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.824, Loss: 0.302 Epoch 16 Batch 664/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.823, Loss: 0.343 Epoch 16 Batch 665/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.821, Loss: 0.308 Epoch 16 Batch 666/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.338 Epoch 16 Batch 667/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.828, Loss: 0.360 Epoch 16 Batch 668/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.321 Epoch 16 Batch 669/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.835, Loss: 0.300 Epoch 16 Batch 670/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.830, Loss: 0.308 Epoch 16 Batch 671/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.831, Loss: 0.356 Epoch 16 Batch 672/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.834, Loss: 0.315 Epoch 16 Batch 673/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.833, Loss: 0.304 Epoch 16 Batch 674/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.833, Loss: 0.325 Epoch 16 Batch 675/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.835, Loss: 0.335 Epoch 16 Batch 676/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.329 Epoch 16 Batch 677/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.819, Loss: 0.350 Epoch 16 Batch 678/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.829, Loss: 0.318 Epoch 16 Batch 679/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.834, Loss: 0.348 Epoch 16 Batch 680/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.838, Loss: 0.311 Epoch 16 Batch 681/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.839, Loss: 0.346 Epoch 16 Batch 682/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.837, Loss: 0.330 Epoch 16 Batch 683/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.832, Loss: 0.323 Epoch 16 Batch 684/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.823, Loss: 0.338 Epoch 16 Batch 685/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.339 Epoch 16 Batch 686/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.834, Loss: 0.313 Epoch 16 Batch 687/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.833, Loss: 0.338 Epoch 16 Batch 688/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.834, Loss: 0.327 Epoch 16 Batch 689/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.832, Loss: 0.300 Epoch 16 Batch 690/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.835, Loss: 0.315 Epoch 16 Batch 691/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.835, Loss: 0.361 Epoch 16 Batch 692/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.835, Loss: 0.317 Epoch 16 Batch 693/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.827, Loss: 0.374 Epoch 16 Batch 694/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.820, Loss: 0.332 Epoch 16 Batch 695/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.312 Epoch 16 Batch 696/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.833, Loss: 0.343 Epoch 16 Batch 697/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.315 Epoch 16 Batch 698/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.825, Loss: 0.299 Epoch 16 Batch 699/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.827, Loss: 0.334 Epoch 16 Batch 700/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.836, Loss: 0.316 Epoch 16 Batch 701/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.841, Loss: 0.334 Epoch 16 Batch 702/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.839, Loss: 0.360 Epoch 16 Batch 703/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.838, Loss: 0.348 Epoch 16 Batch 704/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.841, Loss: 0.350 Epoch 16 Batch 705/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.838, Loss: 0.342 Epoch 16 Batch 706/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.838, Loss: 0.342 Epoch 16 Batch 707/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.842, Loss: 0.325 Epoch 16 Batch 708/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.840, Loss: 0.334 Epoch 16 Batch 709/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.832, Loss: 0.336 Epoch 16 Batch 710/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.830, Loss: 0.312 Epoch 16 Batch 711/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.838, Loss: 0.374 Epoch 16 Batch 712/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.840, Loss: 0.329 Epoch 16 Batch 713/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.835, Loss: 0.304 Epoch 16 Batch 714/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.837, Loss: 0.315 Epoch 16 Batch 715/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.838, Loss: 0.372 Epoch 16 Batch 716/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.837, Loss: 0.292 Epoch 16 Batch 717/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.831, Loss: 0.317 Epoch 16 Batch 718/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.825, Loss: 0.315 Epoch 16 Batch 719/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.821, Loss: 0.313 Epoch 16 Batch 720/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.823, Loss: 0.360 Epoch 16 Batch 721/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.339 Epoch 16 Batch 722/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.822, Loss: 0.320 Epoch 16 Batch 723/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.824, Loss: 0.304 Epoch 16 Batch 724/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.819, Loss: 0.341 Epoch 16 Batch 725/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.819, Loss: 0.293 Epoch 16 Batch 726/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.816, Loss: 0.302 Epoch 16 Batch 727/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.817, Loss: 0.304 Epoch 16 Batch 728/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.813, Loss: 0.321 Epoch 16 Batch 729/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.811, Loss: 0.343 Epoch 16 Batch 730/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.811, Loss: 0.329 Epoch 16 Batch 731/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.810, Loss: 0.313 Epoch 16 Batch 732/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.813, Loss: 0.348 Epoch 16 Batch 733/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.812, Loss: 0.331 Epoch 16 Batch 734/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.813, Loss: 0.341 Epoch 16 Batch 735/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.820, Loss: 0.329 Epoch 16 Batch 736/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.826, Loss: 0.301 Epoch 16 Batch 737/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.830, Loss: 0.356 Epoch 16 Batch 738/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.835, Loss: 0.275 Epoch 16 Batch 739/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.839, Loss: 0.295 Epoch 16 Batch 740/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.838, Loss: 0.318 Epoch 16 Batch 741/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.832, Loss: 0.331 Epoch 16 Batch 742/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.836, Loss: 0.329 Epoch 16 Batch 743/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.835, Loss: 0.328 Epoch 16 Batch 744/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.838, Loss: 0.294 Epoch 16 Batch 745/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.834, Loss: 0.312 Epoch 16 Batch 746/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.834, Loss: 0.333 Epoch 16 Batch 747/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.288 Epoch 16 Batch 748/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.321 Epoch 16 Batch 749/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.832, Loss: 0.326 Epoch 16 Batch 750/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.833, Loss: 0.317 Epoch 16 Batch 751/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.831, Loss: 0.309 Epoch 16 Batch 752/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.830, Loss: 0.305 Epoch 16 Batch 753/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.822, Loss: 0.308 Epoch 16 Batch 754/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.830, Loss: 0.335 Epoch 16 Batch 755/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.830, Loss: 0.321 Epoch 16 Batch 756/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.820, Loss: 0.305 Epoch 16 Batch 757/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.818, Loss: 0.348 Epoch 16 Batch 758/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.822, Loss: 0.300 Epoch 16 Batch 759/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.822, Loss: 0.277 Epoch 16 Batch 760/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.822, Loss: 0.343 Epoch 16 Batch 761/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.832, Loss: 0.335 Epoch 16 Batch 762/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.829, Loss: 0.300 Epoch 16 Batch 763/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.286 Epoch 16 Batch 764/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.838, Loss: 0.322 Epoch 16 Batch 765/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.838, Loss: 0.308 Epoch 16 Batch 766/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.839, Loss: 0.332 Epoch 16 Batch 767/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.840, Loss: 0.317 Epoch 16 Batch 768/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.842, Loss: 0.291 Epoch 16 Batch 769/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.844, Loss: 0.342 Epoch 16 Batch 770/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.847, Loss: 0.307 Epoch 16 Batch 771/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.841, Loss: 0.348 Epoch 16 Batch 772/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.839, Loss: 0.321 Epoch 16 Batch 773/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.835, Loss: 0.314 Epoch 16 Batch 774/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.840, Loss: 0.336 Epoch 16 Batch 775/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.315 Epoch 16 Batch 776/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.836, Loss: 0.318 Epoch 16 Batch 777/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.830, Loss: 0.321 Epoch 16 Batch 778/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.302 Epoch 16 Batch 779/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.834, Loss: 0.342 Epoch 16 Batch 780/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.833, Loss: 0.355 Epoch 16 Batch 781/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.829, Loss: 0.305 Epoch 16 Batch 782/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.323 Epoch 16 Batch 783/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.345 Epoch 16 Batch 784/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.312 Epoch 16 Batch 785/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.831, Loss: 0.301 Epoch 16 Batch 786/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.830, Loss: 0.321 Epoch 16 Batch 787/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.829, Loss: 0.287 Epoch 16 Batch 788/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.825, Loss: 0.317 Epoch 16 Batch 789/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.824, Loss: 0.316 Epoch 16 Batch 790/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.824, Loss: 0.351 Epoch 16 Batch 791/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.827, Loss: 0.303 Epoch 16 Batch 792/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.826, Loss: 0.314 Epoch 16 Batch 793/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.319 Epoch 16 Batch 794/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.832, Loss: 0.306 Epoch 16 Batch 795/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.348 Epoch 16 Batch 796/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.831, Loss: 0.319 Epoch 16 Batch 797/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.831, Loss: 0.316 Epoch 16 Batch 798/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.824, Loss: 0.307 Epoch 16 Batch 799/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.825, Loss: 0.364 Epoch 16 Batch 800/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.824, Loss: 0.315 Epoch 16 Batch 801/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.825, Loss: 0.320 Epoch 16 Batch 802/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.349 Epoch 16 Batch 803/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.343 Epoch 16 Batch 804/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.827, Loss: 0.323 Epoch 16 Batch 805/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.828, Loss: 0.343 Epoch 16 Batch 806/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.829, Loss: 0.319 Epoch 16 Batch 807/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.829, Loss: 0.307 Epoch 16 Batch 808/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.836, Loss: 0.353 Epoch 16 Batch 809/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.835, Loss: 0.349 Epoch 16 Batch 810/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.833, Loss: 0.284 Epoch 16 Batch 811/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.833, Loss: 0.299 Epoch 16 Batch 812/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.832, Loss: 0.337 Epoch 16 Batch 813/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.833, Loss: 0.313 Epoch 16 Batch 814/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.833, Loss: 0.343 Epoch 16 Batch 815/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.833, Loss: 0.317 Epoch 16 Batch 816/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.831, Loss: 0.335 Epoch 16 Batch 817/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.366 Epoch 16 Batch 818/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.837, Loss: 0.315 Epoch 16 Batch 819/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.833, Loss: 0.320 Epoch 16 Batch 820/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.831, Loss: 0.345 Epoch 16 Batch 821/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.339 Epoch 16 Batch 822/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.825, Loss: 0.333 Epoch 16 Batch 823/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.826, Loss: 0.313 Epoch 16 Batch 824/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.822, Loss: 0.303 Epoch 16 Batch 825/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.824, Loss: 0.320 Epoch 16 Batch 826/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.822, Loss: 0.298 Epoch 16 Batch 827/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.818, Loss: 0.334 Epoch 16 Batch 828/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.334 Epoch 16 Batch 829/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.825, Loss: 0.348 Epoch 16 Batch 830/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.816, Loss: 0.332 Epoch 16 Batch 831/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.825, Loss: 0.351 Epoch 16 Batch 832/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.817, Loss: 0.325 Epoch 16 Batch 833/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.817, Loss: 0.342 Epoch 16 Batch 834/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.325 Epoch 16 Batch 835/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.823, Loss: 0.330 Epoch 16 Batch 836/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.825, Loss: 0.314 Epoch 16 Batch 837/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.369 Epoch 16 Batch 838/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.822, Loss: 0.306 Epoch 16 Batch 839/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.824, Loss: 0.316 Epoch 16 Batch 840/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.822, Loss: 0.300 Epoch 16 Batch 841/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.822, Loss: 0.320 Epoch 16 Batch 842/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.818, Loss: 0.302 Epoch 16 Batch 843/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.819, Loss: 0.326 Epoch 16 Batch 844/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.318 Epoch 16 Batch 845/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.827, Loss: 0.298 Epoch 16 Batch 846/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.826, Loss: 0.334 Epoch 16 Batch 847/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.824, Loss: 0.330 Epoch 16 Batch 848/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.832, Loss: 0.311 Epoch 16 Batch 849/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.302 Epoch 16 Batch 850/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.825, Loss: 0.364 Epoch 16 Batch 851/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.825, Loss: 0.317 Epoch 16 Batch 852/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.821, Loss: 0.332 Epoch 16 Batch 853/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.822, Loss: 0.300 Epoch 16 Batch 854/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.329 Epoch 16 Batch 855/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.823, Loss: 0.323 Epoch 16 Batch 856/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.328 Epoch 16 Batch 857/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.825, Loss: 0.309 Epoch 16 Batch 858/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.822, Loss: 0.303 Epoch 16 Batch 859/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.819, Loss: 0.339 Epoch 16 Batch 860/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.819, Loss: 0.320 Epoch 16 Batch 861/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.823, Loss: 0.323 Epoch 16 Batch 862/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.819, Loss: 0.338 Epoch 16 Batch 863/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.819, Loss: 0.291 Epoch 16 Batch 864/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.815, Loss: 0.317 Epoch 16 Batch 865/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.821, Loss: 0.312 Epoch 16 Batch 866/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.821, Loss: 0.310 Epoch 16 Batch 867/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.823, Loss: 0.389 Epoch 16 Batch 868/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.824, Loss: 0.326 Epoch 16 Batch 869/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.823, Loss: 0.336 Epoch 16 Batch 870/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.823, Loss: 0.340 Epoch 16 Batch 871/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.814, Loss: 0.309 Epoch 16 Batch 872/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.824, Loss: 0.327 Epoch 16 Batch 873/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.819, Loss: 0.335 Epoch 16 Batch 874/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.816, Loss: 0.343 Epoch 16 Batch 875/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.816, Loss: 0.337 Epoch 16 Batch 876/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.815, Loss: 0.325 Epoch 16 Batch 877/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.819, Loss: 0.313 Epoch 16 Batch 878/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.819, Loss: 0.314 Epoch 16 Batch 879/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.821, Loss: 0.305 Epoch 16 Batch 880/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.822, Loss: 0.310 Epoch 16 Batch 881/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.826, Loss: 0.338 Epoch 16 Batch 882/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.820, Loss: 0.357 Epoch 16 Batch 883/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.824, Loss: 0.391 Epoch 16 Batch 884/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.819, Loss: 0.315 Epoch 16 Batch 885/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.820, Loss: 0.282 Epoch 16 Batch 886/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.821, Loss: 0.323 Epoch 16 Batch 887/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.345 Epoch 16 Batch 888/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.819, Loss: 0.322 Epoch 16 Batch 889/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.815, Loss: 0.328 Epoch 16 Batch 890/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.816, Loss: 0.318 Epoch 16 Batch 891/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.816, Loss: 0.338 Epoch 16 Batch 892/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.815, Loss: 0.298 Epoch 16 Batch 893/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.812, Loss: 0.315 Epoch 16 Batch 894/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.813, Loss: 0.284 Epoch 16 Batch 895/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.816, Loss: 0.335 Epoch 16 Batch 896/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.818, Loss: 0.349 Epoch 16 Batch 897/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.814, Loss: 0.282 Epoch 16 Batch 898/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.819, Loss: 0.293 Epoch 16 Batch 899/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.819, Loss: 0.316 Epoch 16 Batch 900/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.820, Loss: 0.347 Epoch 16 Batch 901/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.829, Loss: 0.342 Epoch 16 Batch 902/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.828, Loss: 0.325 Epoch 16 Batch 903/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.834, Loss: 0.307 Epoch 16 Batch 904/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.827, Loss: 0.312 Epoch 16 Batch 905/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.827, Loss: 0.310 Epoch 16 Batch 906/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.828, Loss: 0.316 Epoch 16 Batch 907/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.824, Loss: 0.316 Epoch 16 Batch 908/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.822, Loss: 0.339 Epoch 16 Batch 909/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.821, Loss: 0.336 Epoch 16 Batch 910/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.821, Loss: 0.316 Epoch 16 Batch 911/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.826, Loss: 0.287 Epoch 16 Batch 912/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.837, Loss: 0.319 Epoch 16 Batch 913/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.365 Epoch 16 Batch 914/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.830, Loss: 0.309 Epoch 16 Batch 915/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.829, Loss: 0.351 Epoch 16 Batch 916/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.352 Epoch 16 Batch 917/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.837, Loss: 0.329 Epoch 16 Batch 918/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.837, Loss: 0.300 Epoch 16 Batch 919/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.841, Loss: 0.320 Epoch 16 Batch 920/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.835, Loss: 0.333 Epoch 16 Batch 921/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.834, Loss: 0.353 Epoch 16 Batch 922/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.833, Loss: 0.306 Epoch 16 Batch 923/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.833, Loss: 0.317 Epoch 16 Batch 924/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.833, Loss: 0.354 Epoch 16 Batch 925/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.833, Loss: 0.310 Epoch 16 Batch 926/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.313 Epoch 16 Batch 927/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.831, Loss: 0.353 Epoch 16 Batch 928/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.334 Epoch 16 Batch 929/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.347 Epoch 16 Batch 930/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.822, Loss: 0.299 Epoch 16 Batch 931/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.822, Loss: 0.307 Epoch 16 Batch 932/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.317 Epoch 16 Batch 933/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.814, Loss: 0.331 Epoch 16 Batch 934/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.826, Loss: 0.319 Epoch 16 Batch 935/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.826, Loss: 0.336 Epoch 16 Batch 936/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.831, Loss: 0.334 Epoch 16 Batch 937/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.832, Loss: 0.361 Epoch 16 Batch 938/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.828, Loss: 0.343 Epoch 16 Batch 939/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.828, Loss: 0.341 Epoch 16 Batch 940/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.827, Loss: 0.333 Epoch 16 Batch 941/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.306 Epoch 16 Batch 942/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.832, Loss: 0.336 Epoch 16 Batch 943/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.839, Loss: 0.329 Epoch 16 Batch 944/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.838, Loss: 0.305 Epoch 16 Batch 945/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.843, Loss: 0.309 Epoch 16 Batch 946/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.841, Loss: 0.328 Epoch 16 Batch 947/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.839, Loss: 0.365 Epoch 16 Batch 948/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.832, Loss: 0.319 Epoch 16 Batch 949/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.833, Loss: 0.290 Epoch 16 Batch 950/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.821, Loss: 0.315 Epoch 16 Batch 951/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.317 Epoch 16 Batch 952/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.820, Loss: 0.312 Epoch 16 Batch 953/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.817, Loss: 0.305 Epoch 16 Batch 954/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.829, Loss: 0.346 Epoch 16 Batch 955/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.832, Loss: 0.327 Epoch 16 Batch 956/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.824, Loss: 0.317 Epoch 16 Batch 957/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.317 Epoch 16 Batch 958/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.818, Loss: 0.311 Epoch 16 Batch 959/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.820, Loss: 0.303 Epoch 16 Batch 960/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.818, Loss: 0.307 Epoch 16 Batch 961/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.818, Loss: 0.336 Epoch 16 Batch 962/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.818, Loss: 0.321 Epoch 16 Batch 963/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.823, Loss: 0.374 Epoch 16 Batch 964/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.823, Loss: 0.299 Epoch 16 Batch 965/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.828, Loss: 0.347 Epoch 16 Batch 966/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.817, Loss: 0.273 Epoch 16 Batch 967/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.822, Loss: 0.294 Epoch 16 Batch 968/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.825, Loss: 0.354 Epoch 16 Batch 969/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.827, Loss: 0.332 Epoch 16 Batch 970/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.831, Loss: 0.346 Epoch 16 Batch 971/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.832, Loss: 0.326 Epoch 16 Batch 972/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.835, Loss: 0.300 Epoch 16 Batch 973/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.843, Loss: 0.293 Epoch 16 Batch 974/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.843, Loss: 0.308 Epoch 16 Batch 975/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.298 Epoch 16 Batch 976/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.843, Loss: 0.311 Epoch 16 Batch 977/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.842, Loss: 0.300 Epoch 16 Batch 978/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.839, Loss: 0.322 Epoch 16 Batch 979/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.838, Loss: 0.344 Epoch 16 Batch 980/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.835, Loss: 0.317 Epoch 16 Batch 981/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.837, Loss: 0.337 Epoch 16 Batch 982/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.838, Loss: 0.297 Epoch 16 Batch 983/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.836, Loss: 0.325 Epoch 16 Batch 984/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.836, Loss: 0.351 Epoch 16 Batch 985/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.838, Loss: 0.313 Epoch 16 Batch 986/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.837, Loss: 0.325 Epoch 16 Batch 987/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.836, Loss: 0.298 Epoch 16 Batch 988/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.831, Loss: 0.330 Epoch 16 Batch 989/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.832, Loss: 0.348 Epoch 16 Batch 990/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.827, Loss: 0.341 Epoch 16 Batch 991/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.822, Loss: 0.334 Epoch 16 Batch 992/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.820, Loss: 0.318 Epoch 16 Batch 993/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.817, Loss: 0.287 Epoch 16 Batch 994/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.817, Loss: 0.309 Epoch 16 Batch 995/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.827, Loss: 0.301 Epoch 16 Batch 996/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.828, Loss: 0.328 Epoch 16 Batch 997/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.826, Loss: 0.332 Epoch 16 Batch 998/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.822, Loss: 0.329 Epoch 16 Batch 999/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.822, Loss: 0.317 Epoch 16 Batch 1000/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.822, Loss: 0.306 Epoch 16 Batch 1001/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.826, Loss: 0.290 Epoch 16 Batch 1002/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.822, Loss: 0.302 Epoch 16 Batch 1003/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.822, Loss: 0.324 Epoch 16 Batch 1004/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.822, Loss: 0.327 Epoch 16 Batch 1005/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.311 Epoch 16 Batch 1006/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.825, Loss: 0.295 Epoch 16 Batch 1007/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.825, Loss: 0.299 Epoch 16 Batch 1008/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.820, Loss: 0.350 Epoch 16 Batch 1009/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.820, Loss: 0.291 Epoch 16 Batch 1010/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.819, Loss: 0.328 Epoch 16 Batch 1011/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.817, Loss: 0.326 Epoch 16 Batch 1012/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.815, Loss: 0.296 Epoch 16 Batch 1013/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.813, Loss: 0.303 Epoch 16 Batch 1014/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.809, Loss: 0.349 Epoch 16 Batch 1015/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.819, Loss: 0.381 Epoch 16 Batch 1016/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.819, Loss: 0.332 Epoch 16 Batch 1017/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.822, Loss: 0.325 Epoch 16 Batch 1018/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.815, Loss: 0.308 Epoch 16 Batch 1019/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.824, Loss: 0.344 Epoch 16 Batch 1020/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.821, Loss: 0.313 Epoch 16 Batch 1021/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.821, Loss: 0.323 Epoch 16 Batch 1022/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.821, Loss: 0.289 Epoch 16 Batch 1023/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.820, Loss: 0.308 Epoch 16 Batch 1024/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.821, Loss: 0.346 Epoch 16 Batch 1025/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.821, Loss: 0.328 Epoch 16 Batch 1026/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.823, Loss: 0.321 Epoch 16 Batch 1027/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.818, Loss: 0.348 Epoch 16 Batch 1028/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.822, Loss: 0.316 Epoch 16 Batch 1029/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.826, Loss: 0.315 Epoch 16 Batch 1030/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.824, Loss: 0.331 Epoch 16 Batch 1031/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.829, Loss: 0.340 Epoch 16 Batch 1032/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.331 Epoch 16 Batch 1033/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.816, Loss: 0.302 Epoch 16 Batch 1034/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.821, Loss: 0.325 Epoch 16 Batch 1035/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.820, Loss: 0.287 Epoch 16 Batch 1036/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.346 Epoch 16 Batch 1037/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.822, Loss: 0.349 Epoch 16 Batch 1038/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.819, Loss: 0.323 Epoch 16 Batch 1039/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.816, Loss: 0.303 Epoch 16 Batch 1040/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.816, Loss: 0.344 Epoch 16 Batch 1041/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.343 Epoch 16 Batch 1042/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.835, Loss: 0.327 Epoch 16 Batch 1043/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.833, Loss: 0.347 Epoch 16 Batch 1044/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.833, Loss: 0.313 Epoch 16 Batch 1045/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.834, Loss: 0.326 Epoch 16 Batch 1046/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.286 Epoch 16 Batch 1047/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.832, Loss: 0.332 Epoch 16 Batch 1048/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.300 Epoch 16 Batch 1049/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.832, Loss: 0.341 Epoch 16 Batch 1050/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.835, Loss: 0.306 Epoch 16 Batch 1051/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.837, Loss: 0.333 Epoch 16 Batch 1052/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.836, Loss: 0.311 Epoch 16 Batch 1053/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.836, Loss: 0.325 Epoch 16 Batch 1054/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.831, Loss: 0.328 Epoch 16 Batch 1055/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.302 Epoch 16 Batch 1056/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.828, Loss: 0.306 Epoch 16 Batch 1057/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.325 Epoch 16 Batch 1058/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.824, Loss: 0.357 Epoch 16 Batch 1059/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.826, Loss: 0.361 Epoch 16 Batch 1060/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.823, Loss: 0.301 Epoch 16 Batch 1061/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.824, Loss: 0.332 Epoch 16 Batch 1062/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.822, Loss: 0.321 Epoch 16 Batch 1063/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.822, Loss: 0.316 Epoch 16 Batch 1064/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.821, Loss: 0.315 Epoch 16 Batch 1065/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.820, Loss: 0.329 Epoch 16 Batch 1066/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.825, Loss: 0.302 Epoch 16 Batch 1067/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.826, Loss: 0.328 Epoch 16 Batch 1068/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.829, Loss: 0.306 Epoch 16 Batch 1069/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.831, Loss: 0.285 Epoch 16 Batch 1070/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.833, Loss: 0.327 Epoch 16 Batch 1071/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.322 Epoch 16 Batch 1072/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.825, Loss: 0.317 Epoch 16 Batch 1073/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.817, Loss: 0.339 Epoch 16 Batch 1074/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.821, Loss: 0.352 Epoch 16 Batch 1075/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.348 Epoch 17 Batch 0/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.824, Loss: 0.294 Epoch 17 Batch 1/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.826, Loss: 0.310 Epoch 17 Batch 2/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.827, Loss: 0.339 Epoch 17 Batch 3/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.830, Loss: 0.314 Epoch 17 Batch 4/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.332 Epoch 17 Batch 5/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.830, Loss: 0.354 Epoch 17 Batch 6/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.825, Loss: 0.321 Epoch 17 Batch 7/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.818, Loss: 0.297 Epoch 17 Batch 8/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.817, Loss: 0.309 Epoch 17 Batch 9/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.819, Loss: 0.332 Epoch 17 Batch 10/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.814, Loss: 0.338 Epoch 17 Batch 11/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.814, Loss: 0.308 Epoch 17 Batch 12/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.818, Loss: 0.339 Epoch 17 Batch 13/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.818, Loss: 0.335 Epoch 17 Batch 14/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.819, Loss: 0.288 Epoch 17 Batch 15/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.821, Loss: 0.320 Epoch 17 Batch 16/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.822, Loss: 0.339 Epoch 17 Batch 17/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.825, Loss: 0.301 Epoch 17 Batch 18/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.827, Loss: 0.310 Epoch 17 Batch 19/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.830, Loss: 0.334 Epoch 17 Batch 20/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.830, Loss: 0.292 Epoch 17 Batch 21/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.829, Loss: 0.344 Epoch 17 Batch 22/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.327 Epoch 17 Batch 23/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.832, Loss: 0.312 Epoch 17 Batch 24/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.830, Loss: 0.309 Epoch 17 Batch 25/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.831, Loss: 0.305 Epoch 17 Batch 26/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.822, Loss: 0.333 Epoch 17 Batch 27/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.821, Loss: 0.267 Epoch 17 Batch 28/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.825, Loss: 0.333 Epoch 17 Batch 29/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.821, Loss: 0.325 Epoch 17 Batch 30/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.819, Loss: 0.313 Epoch 17 Batch 31/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.824, Loss: 0.313 Epoch 17 Batch 32/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.823, Loss: 0.289 Epoch 17 Batch 33/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.823, Loss: 0.299 Epoch 17 Batch 34/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.822, Loss: 0.313 Epoch 17 Batch 35/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.821, Loss: 0.328 Epoch 17 Batch 36/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.821, Loss: 0.294 Epoch 17 Batch 37/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.821, Loss: 0.331 Epoch 17 Batch 38/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.819, Loss: 0.341 Epoch 17 Batch 39/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.819, Loss: 0.355 Epoch 17 Batch 40/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.818, Loss: 0.313 Epoch 17 Batch 41/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.815, Loss: 0.329 Epoch 17 Batch 42/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.819, Loss: 0.325 Epoch 17 Batch 43/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.814, Loss: 0.307 Epoch 17 Batch 44/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.812, Loss: 0.326 Epoch 17 Batch 45/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.815, Loss: 0.317 Epoch 17 Batch 46/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.815, Loss: 0.336 Epoch 17 Batch 47/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.814, Loss: 0.335 Epoch 17 Batch 48/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.815, Loss: 0.364 Epoch 17 Batch 49/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.817, Loss: 0.331 Epoch 17 Batch 50/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.815, Loss: 0.298 Epoch 17 Batch 51/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.816, Loss: 0.322 Epoch 17 Batch 52/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.814, Loss: 0.329 Epoch 17 Batch 53/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.816, Loss: 0.314 Epoch 17 Batch 54/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.815, Loss: 0.360 Epoch 17 Batch 55/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.816, Loss: 0.301 Epoch 17 Batch 56/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.814, Loss: 0.277 Epoch 17 Batch 57/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.813, Loss: 0.309 Epoch 17 Batch 58/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.808, Loss: 0.302 Epoch 17 Batch 59/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.814, Loss: 0.326 Epoch 17 Batch 60/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.809, Loss: 0.320 Epoch 17 Batch 61/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.811, Loss: 0.336 Epoch 17 Batch 62/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.814, Loss: 0.337 Epoch 17 Batch 63/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.820, Loss: 0.295 Epoch 17 Batch 64/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.817, Loss: 0.310 Epoch 17 Batch 65/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.819, Loss: 0.321 Epoch 17 Batch 66/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.815, Loss: 0.285 Epoch 17 Batch 67/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.820, Loss: 0.312 Epoch 17 Batch 68/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.344 Epoch 17 Batch 69/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.339 Epoch 17 Batch 70/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.818, Loss: 0.333 Epoch 17 Batch 71/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.811, Loss: 0.310 Epoch 17 Batch 72/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.809, Loss: 0.312 Epoch 17 Batch 73/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.813, Loss: 0.329 Epoch 17 Batch 74/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.813, Loss: 0.277 Epoch 17 Batch 75/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.812, Loss: 0.336 Epoch 17 Batch 76/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.816, Loss: 0.296 Epoch 17 Batch 77/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.810, Loss: 0.330 Epoch 17 Batch 78/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.816, Loss: 0.337 Epoch 17 Batch 79/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.321 Epoch 17 Batch 80/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.819, Loss: 0.308 Epoch 17 Batch 81/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.305 Epoch 17 Batch 82/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.826, Loss: 0.286 Epoch 17 Batch 83/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.820, Loss: 0.335 Epoch 17 Batch 84/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.823, Loss: 0.321 Epoch 17 Batch 85/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.837, Loss: 0.292 Epoch 17 Batch 86/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.835, Loss: 0.326 Epoch 17 Batch 87/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.344 Epoch 17 Batch 88/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.830, Loss: 0.331 Epoch 17 Batch 89/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.825, Loss: 0.317 Epoch 17 Batch 90/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.333 Epoch 17 Batch 91/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.828, Loss: 0.264 Epoch 17 Batch 92/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.327 Epoch 17 Batch 93/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.829, Loss: 0.325 Epoch 17 Batch 94/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.825, Loss: 0.287 Epoch 17 Batch 95/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.825, Loss: 0.329 Epoch 17 Batch 96/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.300 Epoch 17 Batch 97/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.824, Loss: 0.331 Epoch 17 Batch 98/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.300 Epoch 17 Batch 99/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.830, Loss: 0.326 Epoch 17 Batch 100/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.830, Loss: 0.322 Epoch 17 Batch 101/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.838, Loss: 0.317 Epoch 17 Batch 102/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.836, Loss: 0.294 Epoch 17 Batch 103/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.838, Loss: 0.353 Epoch 17 Batch 104/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.832, Loss: 0.308 Epoch 17 Batch 105/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.832, Loss: 0.320 Epoch 17 Batch 106/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.834, Loss: 0.352 Epoch 17 Batch 107/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.833, Loss: 0.304 Epoch 17 Batch 108/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.832, Loss: 0.289 Epoch 17 Batch 109/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.839, Loss: 0.318 Epoch 17 Batch 110/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.839, Loss: 0.286 Epoch 17 Batch 111/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.835, Loss: 0.344 Epoch 17 Batch 112/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.835, Loss: 0.306 Epoch 17 Batch 113/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.836, Loss: 0.322 Epoch 17 Batch 114/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.836, Loss: 0.306 Epoch 17 Batch 115/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.831, Loss: 0.330 Epoch 17 Batch 116/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.834, Loss: 0.345 Epoch 17 Batch 117/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.836, Loss: 0.333 Epoch 17 Batch 118/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.840, Loss: 0.328 Epoch 17 Batch 119/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.839, Loss: 0.315 Epoch 17 Batch 120/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.841, Loss: 0.334 Epoch 17 Batch 121/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.826, Loss: 0.309 Epoch 17 Batch 122/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.829, Loss: 0.331 Epoch 17 Batch 123/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.822, Loss: 0.271 Epoch 17 Batch 124/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.816, Loss: 0.351 Epoch 17 Batch 125/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.817, Loss: 0.332 Epoch 17 Batch 126/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.813, Loss: 0.287 Epoch 17 Batch 127/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.813, Loss: 0.308 Epoch 17 Batch 128/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.812, Loss: 0.298 Epoch 17 Batch 129/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.810, Loss: 0.309 Epoch 17 Batch 130/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.804, Loss: 0.282 Epoch 17 Batch 131/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.805, Loss: 0.314 Epoch 17 Batch 132/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.812, Loss: 0.313 Epoch 17 Batch 133/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.815, Loss: 0.322 Epoch 17 Batch 134/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.820, Loss: 0.314 Epoch 17 Batch 135/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.823, Loss: 0.316 Epoch 17 Batch 136/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.318 Epoch 17 Batch 137/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.824, Loss: 0.269 Epoch 17 Batch 138/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.828, Loss: 0.303 Epoch 17 Batch 139/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.829, Loss: 0.329 Epoch 17 Batch 140/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.829, Loss: 0.338 Epoch 17 Batch 141/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.830, Loss: 0.308 Epoch 17 Batch 142/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.828, Loss: 0.289 Epoch 17 Batch 143/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.824, Loss: 0.329 Epoch 17 Batch 144/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.330 Epoch 17 Batch 145/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.823, Loss: 0.320 Epoch 17 Batch 146/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.822, Loss: 0.359 Epoch 17 Batch 147/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.824, Loss: 0.350 Epoch 17 Batch 148/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.824, Loss: 0.323 Epoch 17 Batch 149/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.301 Epoch 17 Batch 150/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.824, Loss: 0.303 Epoch 17 Batch 151/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.293 Epoch 17 Batch 152/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.825, Loss: 0.336 Epoch 17 Batch 153/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.826, Loss: 0.332 Epoch 17 Batch 154/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.823, Loss: 0.339 Epoch 17 Batch 155/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.822, Loss: 0.326 Epoch 17 Batch 156/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.823, Loss: 0.330 Epoch 17 Batch 157/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.822, Loss: 0.332 Epoch 17 Batch 158/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.327 Epoch 17 Batch 159/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.821, Loss: 0.283 Epoch 17 Batch 160/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.825, Loss: 0.300 Epoch 17 Batch 161/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.832, Loss: 0.307 Epoch 17 Batch 162/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.829, Loss: 0.351 Epoch 17 Batch 163/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.363 Epoch 17 Batch 164/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.330 Epoch 17 Batch 165/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.825, Loss: 0.306 Epoch 17 Batch 166/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.832, Loss: 0.324 Epoch 17 Batch 167/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.832, Loss: 0.321 Epoch 17 Batch 168/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.829, Loss: 0.342 Epoch 17 Batch 169/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.825, Loss: 0.326 Epoch 17 Batch 170/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.821, Loss: 0.346 Epoch 17 Batch 171/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.817, Loss: 0.301 Epoch 17 Batch 172/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.820, Loss: 0.286 Epoch 17 Batch 173/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.817, Loss: 0.316 Epoch 17 Batch 174/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.817, Loss: 0.306 Epoch 17 Batch 175/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.824, Loss: 0.299 Epoch 17 Batch 176/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.318 Epoch 17 Batch 177/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.821, Loss: 0.323 Epoch 17 Batch 178/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.818, Loss: 0.302 Epoch 17 Batch 179/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.821, Loss: 0.305 Epoch 17 Batch 180/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.294 Epoch 17 Batch 181/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.827, Loss: 0.339 Epoch 17 Batch 182/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.826, Loss: 0.318 Epoch 17 Batch 183/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.832, Loss: 0.326 Epoch 17 Batch 184/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.840, Loss: 0.303 Epoch 17 Batch 185/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.838, Loss: 0.330 Epoch 17 Batch 186/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.834, Loss: 0.323 Epoch 17 Batch 187/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.841, Loss: 0.293 Epoch 17 Batch 188/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.841, Loss: 0.305 Epoch 17 Batch 189/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.839, Loss: 0.313 Epoch 17 Batch 190/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.834, Loss: 0.315 Epoch 17 Batch 191/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.282 Epoch 17 Batch 192/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.830, Loss: 0.330 Epoch 17 Batch 193/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.831, Loss: 0.299 Epoch 17 Batch 194/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.835, Loss: 0.290 Epoch 17 Batch 195/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.839, Loss: 0.320 Epoch 17 Batch 196/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.840, Loss: 0.311 Epoch 17 Batch 197/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.840, Loss: 0.297 Epoch 17 Batch 198/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.833, Loss: 0.293 Epoch 17 Batch 199/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.827, Loss: 0.295 Epoch 17 Batch 200/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.331 Epoch 17 Batch 201/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.833, Loss: 0.287 Epoch 17 Batch 202/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.835, Loss: 0.337 Epoch 17 Batch 203/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.834, Loss: 0.314 Epoch 17 Batch 204/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.832, Loss: 0.343 Epoch 17 Batch 205/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.831, Loss: 0.336 Epoch 17 Batch 206/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.835, Loss: 0.316 Epoch 17 Batch 207/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.842, Loss: 0.313 Epoch 17 Batch 208/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.845, Loss: 0.313 Epoch 17 Batch 209/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.845, Loss: 0.284 Epoch 17 Batch 210/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.844, Loss: 0.311 Epoch 17 Batch 211/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.840, Loss: 0.289 Epoch 17 Batch 212/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.831, Loss: 0.279 Epoch 17 Batch 213/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.828, Loss: 0.287 Epoch 17 Batch 214/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.824, Loss: 0.296 Epoch 17 Batch 215/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.826, Loss: 0.344 Epoch 17 Batch 216/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.826, Loss: 0.315 Epoch 17 Batch 217/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.826, Loss: 0.294 Epoch 17 Batch 218/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.319 Epoch 17 Batch 219/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.826, Loss: 0.310 Epoch 17 Batch 220/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.326 Epoch 17 Batch 221/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.832, Loss: 0.298 Epoch 17 Batch 222/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.835, Loss: 0.332 Epoch 17 Batch 223/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.842, Loss: 0.272 Epoch 17 Batch 224/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.842, Loss: 0.309 Epoch 17 Batch 225/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.841, Loss: 0.321 Epoch 17 Batch 226/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.844, Loss: 0.312 Epoch 17 Batch 227/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.844, Loss: 0.353 Epoch 17 Batch 228/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.304 Epoch 17 Batch 229/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.833, Loss: 0.316 Epoch 17 Batch 230/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.288 Epoch 17 Batch 231/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.336 Epoch 17 Batch 232/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.827, Loss: 0.325 Epoch 17 Batch 233/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.358 Epoch 17 Batch 234/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.831, Loss: 0.330 Epoch 17 Batch 235/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.837, Loss: 0.302 Epoch 17 Batch 236/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.836, Loss: 0.323 Epoch 17 Batch 237/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.840, Loss: 0.271 Epoch 17 Batch 238/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.838, Loss: 0.321 Epoch 17 Batch 239/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.840, Loss: 0.283 Epoch 17 Batch 240/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.842, Loss: 0.300 Epoch 17 Batch 241/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.833, Loss: 0.296 Epoch 17 Batch 242/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.833, Loss: 0.290 Epoch 17 Batch 243/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.830, Loss: 0.340 Epoch 17 Batch 244/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.314 Epoch 17 Batch 245/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.297 Epoch 17 Batch 246/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.826, Loss: 0.315 Epoch 17 Batch 247/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.826, Loss: 0.321 Epoch 17 Batch 248/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.825, Loss: 0.292 Epoch 17 Batch 249/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.325 Epoch 17 Batch 250/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.294 Epoch 17 Batch 251/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.833, Loss: 0.323 Epoch 17 Batch 252/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.831, Loss: 0.302 Epoch 17 Batch 253/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.299 Epoch 17 Batch 254/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.829, Loss: 0.313 Epoch 17 Batch 255/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.837, Loss: 0.317 Epoch 17 Batch 256/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.847, Loss: 0.346 Epoch 17 Batch 257/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.842, Loss: 0.315 Epoch 17 Batch 258/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.845, Loss: 0.301 Epoch 17 Batch 259/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.306 Epoch 17 Batch 260/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.844, Loss: 0.301 Epoch 17 Batch 261/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.844, Loss: 0.309 Epoch 17 Batch 262/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.286 Epoch 17 Batch 263/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.843, Loss: 0.301 Epoch 17 Batch 264/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.845, Loss: 0.320 Epoch 17 Batch 265/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.839, Loss: 0.303 Epoch 17 Batch 266/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.835, Loss: 0.326 Epoch 17 Batch 267/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.839, Loss: 0.288 Epoch 17 Batch 268/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.324 Epoch 17 Batch 269/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.837, Loss: 0.329 Epoch 17 Batch 270/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.836, Loss: 0.373 Epoch 17 Batch 271/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.835, Loss: 0.300 Epoch 17 Batch 272/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.838, Loss: 0.365 Epoch 17 Batch 273/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.838, Loss: 0.291 Epoch 17 Batch 274/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.842, Loss: 0.311 Epoch 17 Batch 275/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.843, Loss: 0.318 Epoch 17 Batch 276/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.844, Loss: 0.358 Epoch 17 Batch 277/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.841, Loss: 0.271 Epoch 17 Batch 278/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.836, Loss: 0.343 Epoch 17 Batch 279/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.836, Loss: 0.357 Epoch 17 Batch 280/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.830, Loss: 0.321 Epoch 17 Batch 281/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.824, Loss: 0.324 Epoch 17 Batch 282/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.824, Loss: 0.364 Epoch 17 Batch 283/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.824, Loss: 0.308 Epoch 17 Batch 284/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.841, Loss: 0.340 Epoch 17 Batch 285/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.833, Loss: 0.323 Epoch 17 Batch 286/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.837, Loss: 0.300 Epoch 17 Batch 287/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.833, Loss: 0.302 Epoch 17 Batch 288/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.831, Loss: 0.343 Epoch 17 Batch 289/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.828, Loss: 0.307 Epoch 17 Batch 290/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.830, Loss: 0.338 Epoch 17 Batch 291/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.839, Loss: 0.336 Epoch 17 Batch 292/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.841, Loss: 0.298 Epoch 17 Batch 293/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.843, Loss: 0.338 Epoch 17 Batch 294/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.831, Loss: 0.299 Epoch 17 Batch 295/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.836, Loss: 0.351 Epoch 17 Batch 296/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.833, Loss: 0.301 Epoch 17 Batch 297/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.837, Loss: 0.336 Epoch 17 Batch 298/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.836, Loss: 0.346 Epoch 17 Batch 299/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.827, Loss: 0.297 Epoch 17 Batch 300/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.826, Loss: 0.310 Epoch 17 Batch 301/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.300 Epoch 17 Batch 302/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.828, Loss: 0.319 Epoch 17 Batch 303/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.825, Loss: 0.315 Epoch 17 Batch 304/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.827, Loss: 0.288 Epoch 17 Batch 305/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.832, Loss: 0.324 Epoch 17 Batch 306/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.828, Loss: 0.310 Epoch 17 Batch 307/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.822, Loss: 0.301 Epoch 17 Batch 308/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.359 Epoch 17 Batch 309/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.829, Loss: 0.284 Epoch 17 Batch 310/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.334 Epoch 17 Batch 311/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.823, Loss: 0.291 Epoch 17 Batch 312/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.821, Loss: 0.346 Epoch 17 Batch 313/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.821, Loss: 0.301 Epoch 17 Batch 314/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.817, Loss: 0.324 Epoch 17 Batch 315/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.826, Loss: 0.284 Epoch 17 Batch 316/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.290 Epoch 17 Batch 317/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.822, Loss: 0.346 Epoch 17 Batch 318/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.828, Loss: 0.306 Epoch 17 Batch 319/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.333 Epoch 17 Batch 320/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.314 Epoch 17 Batch 321/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.830, Loss: 0.321 Epoch 17 Batch 322/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.284 Epoch 17 Batch 323/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.832, Loss: 0.300 Epoch 17 Batch 324/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.831, Loss: 0.319 Epoch 17 Batch 325/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.297 Epoch 17 Batch 326/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.828, Loss: 0.302 Epoch 17 Batch 327/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.827, Loss: 0.343 Epoch 17 Batch 328/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.334 Epoch 17 Batch 329/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.827, Loss: 0.332 Epoch 17 Batch 330/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.827, Loss: 0.322 Epoch 17 Batch 331/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.320 Epoch 17 Batch 332/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.832, Loss: 0.278 Epoch 17 Batch 333/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.831, Loss: 0.310 Epoch 17 Batch 334/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.827, Loss: 0.307 Epoch 17 Batch 335/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.832, Loss: 0.306 Epoch 17 Batch 336/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.324 Epoch 17 Batch 337/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.833, Loss: 0.323 Epoch 17 Batch 338/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.830, Loss: 0.354 Epoch 17 Batch 339/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.833, Loss: 0.293 Epoch 17 Batch 340/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.826, Loss: 0.306 Epoch 17 Batch 341/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.350 Epoch 17 Batch 342/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.303 Epoch 17 Batch 343/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.824, Loss: 0.310 Epoch 17 Batch 344/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.836, Loss: 0.302 Epoch 17 Batch 345/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.825, Loss: 0.313 Epoch 17 Batch 346/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.840, Loss: 0.332 Epoch 17 Batch 347/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.837, Loss: 0.291 Epoch 17 Batch 348/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.832, Loss: 0.278 Epoch 17 Batch 349/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.837, Loss: 0.298 Epoch 17 Batch 350/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.837, Loss: 0.334 Epoch 17 Batch 351/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.835, Loss: 0.343 Epoch 17 Batch 352/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.823, Loss: 0.326 Epoch 17 Batch 353/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.825, Loss: 0.344 Epoch 17 Batch 354/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.820, Loss: 0.331 Epoch 17 Batch 355/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.822, Loss: 0.334 Epoch 17 Batch 356/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.824, Loss: 0.312 Epoch 17 Batch 357/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.819, Loss: 0.285 Epoch 17 Batch 358/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.819, Loss: 0.330 Epoch 17 Batch 359/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.821, Loss: 0.314 Epoch 17 Batch 360/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.821, Loss: 0.308 Epoch 17 Batch 361/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.820, Loss: 0.326 Epoch 17 Batch 362/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.819, Loss: 0.312 Epoch 17 Batch 363/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.821, Loss: 0.344 Epoch 17 Batch 364/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.821, Loss: 0.339 Epoch 17 Batch 365/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.819, Loss: 0.312 Epoch 17 Batch 366/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.831, Loss: 0.299 Epoch 17 Batch 367/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.833, Loss: 0.261 Epoch 17 Batch 368/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.825, Loss: 0.322 Epoch 17 Batch 369/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.825, Loss: 0.296 Epoch 17 Batch 370/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.828, Loss: 0.309 Epoch 17 Batch 371/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.831, Loss: 0.309 Epoch 17 Batch 372/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.831, Loss: 0.299 Epoch 17 Batch 373/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.276 Epoch 17 Batch 374/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.835, Loss: 0.346 Epoch 17 Batch 375/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.834, Loss: 0.294 Epoch 17 Batch 376/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.830, Loss: 0.313 Epoch 17 Batch 377/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.833, Loss: 0.330 Epoch 17 Batch 378/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.833, Loss: 0.277 Epoch 17 Batch 379/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.831, Loss: 0.324 Epoch 17 Batch 380/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.830, Loss: 0.298 Epoch 17 Batch 381/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.835, Loss: 0.322 Epoch 17 Batch 382/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.836, Loss: 0.357 Epoch 17 Batch 383/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.827, Loss: 0.302 Epoch 17 Batch 384/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.830, Loss: 0.321 Epoch 17 Batch 385/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.826, Loss: 0.313 Epoch 17 Batch 386/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.824, Loss: 0.310 Epoch 17 Batch 387/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.828, Loss: 0.291 Epoch 17 Batch 388/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.831, Loss: 0.303 Epoch 17 Batch 389/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.827, Loss: 0.313 Epoch 17 Batch 390/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.336 Epoch 17 Batch 391/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.308 Epoch 17 Batch 392/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.819, Loss: 0.293 Epoch 17 Batch 393/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.824, Loss: 0.287 Epoch 17 Batch 394/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.819, Loss: 0.326 Epoch 17 Batch 395/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.824, Loss: 0.295 Epoch 17 Batch 396/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.325 Epoch 17 Batch 397/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.824, Loss: 0.311 Epoch 17 Batch 398/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.338 Epoch 17 Batch 399/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.826, Loss: 0.352 Epoch 17 Batch 400/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.826, Loss: 0.326 Epoch 17 Batch 401/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.828, Loss: 0.307 Epoch 17 Batch 402/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.828, Loss: 0.300 Epoch 17 Batch 403/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.827, Loss: 0.322 Epoch 17 Batch 404/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.841, Loss: 0.286 Epoch 17 Batch 405/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.841, Loss: 0.330 Epoch 17 Batch 406/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.841, Loss: 0.300 Epoch 17 Batch 407/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.839, Loss: 0.354 Epoch 17 Batch 408/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.837, Loss: 0.306 Epoch 17 Batch 409/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.835, Loss: 0.344 Epoch 17 Batch 410/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.832, Loss: 0.346 Epoch 17 Batch 411/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.830, Loss: 0.308 Epoch 17 Batch 412/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.830, Loss: 0.294 Epoch 17 Batch 413/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.300 Epoch 17 Batch 414/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.831, Loss: 0.313 Epoch 17 Batch 415/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.827, Loss: 0.308 Epoch 17 Batch 416/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.826, Loss: 0.324 Epoch 17 Batch 417/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.821, Loss: 0.360 Epoch 17 Batch 418/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.820, Loss: 0.300 Epoch 17 Batch 419/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.819, Loss: 0.302 Epoch 17 Batch 420/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.819, Loss: 0.297 Epoch 17 Batch 421/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.819, Loss: 0.335 Epoch 17 Batch 422/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.817, Loss: 0.319 Epoch 17 Batch 423/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.816, Loss: 0.347 Epoch 17 Batch 424/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.823, Loss: 0.317 Epoch 17 Batch 425/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.817, Loss: 0.294 Epoch 17 Batch 426/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.824, Loss: 0.354 Epoch 17 Batch 427/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.829, Loss: 0.306 Epoch 17 Batch 428/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.823, Loss: 0.298 Epoch 17 Batch 429/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.821, Loss: 0.301 Epoch 17 Batch 430/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.821, Loss: 0.299 Epoch 17 Batch 431/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.820, Loss: 0.306 Epoch 17 Batch 432/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.816, Loss: 0.320 Epoch 17 Batch 433/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.821, Loss: 0.328 Epoch 17 Batch 434/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.817, Loss: 0.313 Epoch 17 Batch 435/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.819, Loss: 0.347 Epoch 17 Batch 436/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.816, Loss: 0.301 Epoch 17 Batch 437/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.814, Loss: 0.302 Epoch 17 Batch 438/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.814, Loss: 0.314 Epoch 17 Batch 439/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.330 Epoch 17 Batch 440/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.814, Loss: 0.316 Epoch 17 Batch 441/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.812, Loss: 0.303 Epoch 17 Batch 442/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.813, Loss: 0.299 Epoch 17 Batch 443/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.814, Loss: 0.299 Epoch 17 Batch 444/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.813, Loss: 0.291 Epoch 17 Batch 445/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.814, Loss: 0.338 Epoch 17 Batch 446/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.815, Loss: 0.268 Epoch 17 Batch 447/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.816, Loss: 0.324 Epoch 17 Batch 448/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.810, Loss: 0.338 Epoch 17 Batch 449/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.810, Loss: 0.326 Epoch 17 Batch 450/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.810, Loss: 0.302 Epoch 17 Batch 451/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.285 Epoch 17 Batch 452/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.817, Loss: 0.320 Epoch 17 Batch 453/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.815, Loss: 0.297 Epoch 17 Batch 454/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.329 Epoch 17 Batch 455/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.811, Loss: 0.306 Epoch 17 Batch 456/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.328 Epoch 17 Batch 457/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.812, Loss: 0.282 Epoch 17 Batch 458/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.820, Loss: 0.320 Epoch 17 Batch 459/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.825, Loss: 0.297 Epoch 17 Batch 460/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.333 Epoch 17 Batch 461/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.314 Epoch 17 Batch 462/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.826, Loss: 0.286 Epoch 17 Batch 463/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.827, Loss: 0.318 Epoch 17 Batch 464/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.824, Loss: 0.291 Epoch 17 Batch 465/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.811, Loss: 0.344 Epoch 17 Batch 466/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.810, Loss: 0.288 Epoch 17 Batch 467/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.813, Loss: 0.307 Epoch 17 Batch 468/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.814, Loss: 0.306 Epoch 17 Batch 469/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.814, Loss: 0.315 Epoch 17 Batch 470/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.816, Loss: 0.340 Epoch 17 Batch 471/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.815, Loss: 0.299 Epoch 17 Batch 472/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.818, Loss: 0.281 Epoch 17 Batch 473/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.819, Loss: 0.335 Epoch 17 Batch 474/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.327 Epoch 17 Batch 475/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.821, Loss: 0.301 Epoch 17 Batch 476/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.815, Loss: 0.302 Epoch 17 Batch 477/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.812, Loss: 0.287 Epoch 17 Batch 478/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.811, Loss: 0.305 Epoch 17 Batch 479/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.814, Loss: 0.336 Epoch 17 Batch 480/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.814, Loss: 0.323 Epoch 17 Batch 481/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.810, Loss: 0.303 Epoch 17 Batch 482/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.810, Loss: 0.330 Epoch 17 Batch 483/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.816, Loss: 0.328 Epoch 17 Batch 484/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.811, Loss: 0.308 Epoch 17 Batch 485/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.811, Loss: 0.307 Epoch 17 Batch 486/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.821, Loss: 0.307 Epoch 17 Batch 487/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.817, Loss: 0.323 Epoch 17 Batch 488/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.820, Loss: 0.315 Epoch 17 Batch 489/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.298 Epoch 17 Batch 490/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.824, Loss: 0.318 Epoch 17 Batch 491/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.821, Loss: 0.316 Epoch 17 Batch 492/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.826, Loss: 0.358 Epoch 17 Batch 493/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.824, Loss: 0.295 Epoch 17 Batch 494/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.828, Loss: 0.312 Epoch 17 Batch 495/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.828, Loss: 0.317 Epoch 17 Batch 496/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.828, Loss: 0.347 Epoch 17 Batch 497/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.827, Loss: 0.336 Epoch 17 Batch 498/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.830, Loss: 0.294 Epoch 17 Batch 499/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.828, Loss: 0.298 Epoch 17 Batch 500/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.827, Loss: 0.293 Epoch 17 Batch 501/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.820, Loss: 0.305 Epoch 17 Batch 502/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.819, Loss: 0.319 Epoch 17 Batch 503/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.821, Loss: 0.282 Epoch 17 Batch 504/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.818, Loss: 0.308 Epoch 17 Batch 505/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.823, Loss: 0.269 Epoch 17 Batch 506/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.823, Loss: 0.293 Epoch 17 Batch 507/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.823, Loss: 0.303 Epoch 17 Batch 508/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.827, Loss: 0.296 Epoch 17 Batch 509/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.832, Loss: 0.331 Epoch 17 Batch 510/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.830, Loss: 0.318 Epoch 17 Batch 511/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.837, Loss: 0.323 Epoch 17 Batch 512/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.837, Loss: 0.302 Epoch 17 Batch 513/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.836, Loss: 0.323 Epoch 17 Batch 514/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.835, Loss: 0.313 Epoch 17 Batch 515/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.833, Loss: 0.307 Epoch 17 Batch 516/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.833, Loss: 0.279 Epoch 17 Batch 517/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.824, Loss: 0.313 Epoch 17 Batch 518/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.826, Loss: 0.301 Epoch 17 Batch 519/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.824, Loss: 0.323 Epoch 17 Batch 520/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.830, Loss: 0.291 Epoch 17 Batch 521/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.825, Loss: 0.307 Epoch 17 Batch 522/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.821, Loss: 0.339 Epoch 17 Batch 523/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.318 Epoch 17 Batch 524/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.830, Loss: 0.303 Epoch 17 Batch 525/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.834, Loss: 0.325 Epoch 17 Batch 526/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.835, Loss: 0.300 Epoch 17 Batch 527/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.834, Loss: 0.333 Epoch 17 Batch 528/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.834, Loss: 0.293 Epoch 17 Batch 529/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.830, Loss: 0.293 Epoch 17 Batch 530/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.829, Loss: 0.322 Epoch 17 Batch 531/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.830, Loss: 0.296 Epoch 17 Batch 532/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.828, Loss: 0.344 Epoch 17 Batch 533/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.828, Loss: 0.337 Epoch 17 Batch 534/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.830, Loss: 0.305 Epoch 17 Batch 535/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.832, Loss: 0.293 Epoch 17 Batch 536/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.295 Epoch 17 Batch 537/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.830, Loss: 0.300 Epoch 17 Batch 538/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.839, Loss: 0.291 Epoch 17 Batch 539/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.838, Loss: 0.330 Epoch 17 Batch 540/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.828, Loss: 0.299 Epoch 17 Batch 541/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.826, Loss: 0.306 Epoch 17 Batch 542/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.833, Loss: 0.298 Epoch 17 Batch 543/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.833, Loss: 0.327 Epoch 17 Batch 544/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.835, Loss: 0.296 Epoch 17 Batch 545/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.833, Loss: 0.340 Epoch 17 Batch 546/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.832, Loss: 0.330 Epoch 17 Batch 547/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.833, Loss: 0.295 Epoch 17 Batch 548/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.832, Loss: 0.313 Epoch 17 Batch 549/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.827, Loss: 0.362 Epoch 17 Batch 550/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.831, Loss: 0.324 Epoch 17 Batch 551/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.832, Loss: 0.326 Epoch 17 Batch 552/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.318 Epoch 17 Batch 553/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.839, Loss: 0.313 Epoch 17 Batch 554/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.835, Loss: 0.298 Epoch 17 Batch 555/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.835, Loss: 0.318 Epoch 17 Batch 556/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.834, Loss: 0.272 Epoch 17 Batch 557/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.833, Loss: 0.318 Epoch 17 Batch 558/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.831, Loss: 0.296 Epoch 17 Batch 559/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.835, Loss: 0.303 Epoch 17 Batch 560/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.824, Loss: 0.328 Epoch 17 Batch 561/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.294 Epoch 17 Batch 562/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.828, Loss: 0.291 Epoch 17 Batch 563/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.829, Loss: 0.325 Epoch 17 Batch 564/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.831, Loss: 0.328 Epoch 17 Batch 565/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.838, Loss: 0.347 Epoch 17 Batch 566/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.841, Loss: 0.336 Epoch 17 Batch 567/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.841, Loss: 0.317 Epoch 17 Batch 568/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.830, Loss: 0.299 Epoch 17 Batch 569/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.831, Loss: 0.338 Epoch 17 Batch 570/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.831, Loss: 0.341 Epoch 17 Batch 571/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.291 Epoch 17 Batch 572/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.829, Loss: 0.289 Epoch 17 Batch 573/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.814, Loss: 0.338 Epoch 17 Batch 574/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.815, Loss: 0.321 Epoch 17 Batch 575/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.814, Loss: 0.314 Epoch 17 Batch 576/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.814, Loss: 0.303 Epoch 17 Batch 577/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.813, Loss: 0.351 Epoch 17 Batch 578/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.812, Loss: 0.327 Epoch 17 Batch 579/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.815, Loss: 0.290 Epoch 17 Batch 580/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.815, Loss: 0.289 Epoch 17 Batch 581/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.815, Loss: 0.286 Epoch 17 Batch 582/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.815, Loss: 0.317 Epoch 17 Batch 583/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.811, Loss: 0.342 Epoch 17 Batch 584/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.808, Loss: 0.326 Epoch 17 Batch 585/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.808, Loss: 0.282 Epoch 17 Batch 586/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.808, Loss: 0.326 Epoch 17 Batch 587/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.810, Loss: 0.289 Epoch 17 Batch 588/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.817, Loss: 0.304 Epoch 17 Batch 589/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.822, Loss: 0.310 Epoch 17 Batch 590/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.828, Loss: 0.304 Epoch 17 Batch 591/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.825, Loss: 0.287 Epoch 17 Batch 592/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.824, Loss: 0.330 Epoch 17 Batch 593/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.824, Loss: 0.319 Epoch 17 Batch 594/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.827, Loss: 0.330 Epoch 17 Batch 595/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.826, Loss: 0.336 Epoch 17 Batch 596/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.827, Loss: 0.319 Epoch 17 Batch 597/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.338 Epoch 17 Batch 598/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.823, Loss: 0.297 Epoch 17 Batch 599/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.823, Loss: 0.362 Epoch 17 Batch 600/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.303 Epoch 17 Batch 601/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.818, Loss: 0.316 Epoch 17 Batch 602/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.822, Loss: 0.303 Epoch 17 Batch 603/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.313 Epoch 17 Batch 604/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.819, Loss: 0.324 Epoch 17 Batch 605/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.820, Loss: 0.352 Epoch 17 Batch 606/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.817, Loss: 0.280 Epoch 17 Batch 607/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.820, Loss: 0.290 Epoch 17 Batch 608/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.820, Loss: 0.323 Epoch 17 Batch 609/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.820, Loss: 0.350 Epoch 17 Batch 610/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.822, Loss: 0.339 Epoch 17 Batch 611/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.827, Loss: 0.312 Epoch 17 Batch 612/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.828, Loss: 0.285 Epoch 17 Batch 613/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.828, Loss: 0.314 Epoch 17 Batch 614/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.823, Loss: 0.303 Epoch 17 Batch 615/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.823, Loss: 0.315 Epoch 17 Batch 616/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.830, Loss: 0.316 Epoch 17 Batch 617/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.826, Loss: 0.309 Epoch 17 Batch 618/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.830, Loss: 0.324 Epoch 17 Batch 619/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.328 Epoch 17 Batch 620/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.832, Loss: 0.291 Epoch 17 Batch 621/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.832, Loss: 0.316 Epoch 17 Batch 622/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.827, Loss: 0.339 Epoch 17 Batch 623/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.828, Loss: 0.335 Epoch 17 Batch 624/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.826, Loss: 0.303 Epoch 17 Batch 625/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.829, Loss: 0.320 Epoch 17 Batch 626/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.830, Loss: 0.291 Epoch 17 Batch 627/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.818, Loss: 0.314 Epoch 17 Batch 628/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.816, Loss: 0.329 Epoch 17 Batch 629/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.822, Loss: 0.315 Epoch 17 Batch 630/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.826, Loss: 0.322 Epoch 17 Batch 631/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.829, Loss: 0.315 Epoch 17 Batch 632/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.835, Loss: 0.317 Epoch 17 Batch 633/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.838, Loss: 0.334 Epoch 17 Batch 634/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.837, Loss: 0.289 Epoch 17 Batch 635/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.823, Loss: 0.343 Epoch 17 Batch 636/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.824, Loss: 0.318 Epoch 17 Batch 637/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.820, Loss: 0.302 Epoch 17 Batch 638/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.820, Loss: 0.302 Epoch 17 Batch 639/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.814, Loss: 0.322 Epoch 17 Batch 640/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.812, Loss: 0.284 Epoch 17 Batch 641/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.817, Loss: 0.305 Epoch 17 Batch 642/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.307 Epoch 17 Batch 643/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.821, Loss: 0.287 Epoch 17 Batch 644/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.816, Loss: 0.310 Epoch 17 Batch 645/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.821, Loss: 0.314 Epoch 17 Batch 646/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.835, Loss: 0.313 Epoch 17 Batch 647/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.294 Epoch 17 Batch 648/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.842, Loss: 0.295 Epoch 17 Batch 649/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.842, Loss: 0.347 Epoch 17 Batch 650/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.847, Loss: 0.322 Epoch 17 Batch 651/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.847, Loss: 0.289 Epoch 17 Batch 652/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.845, Loss: 0.349 Epoch 17 Batch 653/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.839, Loss: 0.326 Epoch 17 Batch 654/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.841, Loss: 0.300 Epoch 17 Batch 655/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.838, Loss: 0.324 Epoch 17 Batch 656/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.830, Loss: 0.316 Epoch 17 Batch 657/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.827, Loss: 0.336 Epoch 17 Batch 658/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.281 Epoch 17 Batch 659/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.820, Loss: 0.310 Epoch 17 Batch 660/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.813, Loss: 0.314 Epoch 17 Batch 661/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.822, Loss: 0.288 Epoch 17 Batch 662/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.821, Loss: 0.294 Epoch 17 Batch 663/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.817, Loss: 0.276 Epoch 17 Batch 664/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.818, Loss: 0.316 Epoch 17 Batch 665/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.824, Loss: 0.313 Epoch 17 Batch 666/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.824, Loss: 0.329 Epoch 17 Batch 667/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.825, Loss: 0.322 Epoch 17 Batch 668/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.301 Epoch 17 Batch 669/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.829, Loss: 0.289 Epoch 17 Batch 670/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.826, Loss: 0.295 Epoch 17 Batch 671/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.829, Loss: 0.352 Epoch 17 Batch 672/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.831, Loss: 0.294 Epoch 17 Batch 673/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.832, Loss: 0.297 Epoch 17 Batch 674/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.833, Loss: 0.307 Epoch 17 Batch 675/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.832, Loss: 0.318 Epoch 17 Batch 676/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.831, Loss: 0.311 Epoch 17 Batch 677/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.824, Loss: 0.341 Epoch 17 Batch 678/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.820, Loss: 0.298 Epoch 17 Batch 679/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.826, Loss: 0.331 Epoch 17 Batch 680/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.820, Loss: 0.286 Epoch 17 Batch 681/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.819, Loss: 0.329 Epoch 17 Batch 682/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.825, Loss: 0.301 Epoch 17 Batch 683/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.824, Loss: 0.313 Epoch 17 Batch 684/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.827, Loss: 0.296 Epoch 17 Batch 685/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.825, Loss: 0.322 Epoch 17 Batch 686/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.828, Loss: 0.290 Epoch 17 Batch 687/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.821, Loss: 0.337 Epoch 17 Batch 688/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.817, Loss: 0.288 Epoch 17 Batch 689/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.822, Loss: 0.291 Epoch 17 Batch 690/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.827, Loss: 0.296 Epoch 17 Batch 691/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.824, Loss: 0.337 Epoch 17 Batch 692/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.823, Loss: 0.296 Epoch 17 Batch 693/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.822, Loss: 0.346 Epoch 17 Batch 694/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.825, Loss: 0.319 Epoch 17 Batch 695/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.826, Loss: 0.289 Epoch 17 Batch 696/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.825, Loss: 0.332 Epoch 17 Batch 697/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.825, Loss: 0.296 Epoch 17 Batch 698/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.312 Epoch 17 Batch 699/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.832, Loss: 0.314 Epoch 17 Batch 700/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.844, Loss: 0.288 Epoch 17 Batch 701/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.846, Loss: 0.328 Epoch 17 Batch 702/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.846, Loss: 0.339 Epoch 17 Batch 703/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.319 Epoch 17 Batch 704/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.837, Loss: 0.351 Epoch 17 Batch 705/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.842, Loss: 0.331 Epoch 17 Batch 706/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.841, Loss: 0.325 Epoch 17 Batch 707/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.846, Loss: 0.304 Epoch 17 Batch 708/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.843, Loss: 0.316 Epoch 17 Batch 709/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.842, Loss: 0.337 Epoch 17 Batch 710/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.841, Loss: 0.310 Epoch 17 Batch 711/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.837, Loss: 0.348 Epoch 17 Batch 712/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.839, Loss: 0.311 Epoch 17 Batch 713/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.838, Loss: 0.276 Epoch 17 Batch 714/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.831, Loss: 0.294 Epoch 17 Batch 715/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.831, Loss: 0.338 Epoch 17 Batch 716/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.830, Loss: 0.281 Epoch 17 Batch 717/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.829, Loss: 0.312 Epoch 17 Batch 718/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.829, Loss: 0.319 Epoch 17 Batch 719/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.825, Loss: 0.286 Epoch 17 Batch 720/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.334 Epoch 17 Batch 721/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.311 Epoch 17 Batch 722/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.830, Loss: 0.297 Epoch 17 Batch 723/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.829, Loss: 0.302 Epoch 17 Batch 724/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.829, Loss: 0.346 Epoch 17 Batch 725/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.831, Loss: 0.276 Epoch 17 Batch 726/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.829, Loss: 0.297 Epoch 17 Batch 727/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.828, Loss: 0.283 Epoch 17 Batch 728/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.824, Loss: 0.321 Epoch 17 Batch 729/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.827, Loss: 0.327 Epoch 17 Batch 730/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.831, Loss: 0.308 Epoch 17 Batch 731/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.828, Loss: 0.318 Epoch 17 Batch 732/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.828, Loss: 0.313 Epoch 17 Batch 733/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.827, Loss: 0.319 Epoch 17 Batch 734/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.834, Loss: 0.337 Epoch 17 Batch 735/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.305 Epoch 17 Batch 736/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.834, Loss: 0.292 Epoch 17 Batch 737/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.834, Loss: 0.325 Epoch 17 Batch 738/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.829, Loss: 0.270 Epoch 17 Batch 739/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.829, Loss: 0.292 Epoch 17 Batch 740/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.279 Epoch 17 Batch 741/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.823, Loss: 0.322 Epoch 17 Batch 742/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.825, Loss: 0.316 Epoch 17 Batch 743/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.825, Loss: 0.326 Epoch 17 Batch 744/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.834, Loss: 0.294 Epoch 17 Batch 745/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.835, Loss: 0.316 Epoch 17 Batch 746/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.841, Loss: 0.309 Epoch 17 Batch 747/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.838, Loss: 0.281 Epoch 17 Batch 748/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.842, Loss: 0.295 Epoch 17 Batch 749/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.837, Loss: 0.336 Epoch 17 Batch 750/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.301 Epoch 17 Batch 751/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.835, Loss: 0.305 Epoch 17 Batch 752/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.827, Loss: 0.265 Epoch 17 Batch 753/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.302 Epoch 17 Batch 754/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.826, Loss: 0.317 Epoch 17 Batch 755/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.827, Loss: 0.300 Epoch 17 Batch 756/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.824, Loss: 0.280 Epoch 17 Batch 757/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.834, Loss: 0.344 Epoch 17 Batch 758/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.836, Loss: 0.262 Epoch 17 Batch 759/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.834, Loss: 0.276 Epoch 17 Batch 760/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.834, Loss: 0.311 Epoch 17 Batch 761/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.833, Loss: 0.322 Epoch 17 Batch 762/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.835, Loss: 0.288 Epoch 17 Batch 763/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.833, Loss: 0.295 Epoch 17 Batch 764/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.839, Loss: 0.316 Epoch 17 Batch 765/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.838, Loss: 0.292 Epoch 17 Batch 766/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.838, Loss: 0.340 Epoch 17 Batch 767/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.842, Loss: 0.302 Epoch 17 Batch 768/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.838, Loss: 0.313 Epoch 17 Batch 769/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.841, Loss: 0.301 Epoch 17 Batch 770/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.830, Loss: 0.294 Epoch 17 Batch 771/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.834, Loss: 0.336 Epoch 17 Batch 772/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.835, Loss: 0.316 Epoch 17 Batch 773/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.835, Loss: 0.302 Epoch 17 Batch 774/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.331 Epoch 17 Batch 775/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.835, Loss: 0.318 Epoch 17 Batch 776/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.301 Epoch 17 Batch 777/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.827, Loss: 0.323 Epoch 17 Batch 778/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.290 Epoch 17 Batch 779/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.335 Epoch 17 Batch 780/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.819, Loss: 0.326 Epoch 17 Batch 781/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.819, Loss: 0.296 Epoch 17 Batch 782/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.817, Loss: 0.299 Epoch 17 Batch 783/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.819, Loss: 0.310 Epoch 17 Batch 784/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.826, Loss: 0.302 Epoch 17 Batch 785/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.822, Loss: 0.294 Epoch 17 Batch 786/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.822, Loss: 0.321 Epoch 17 Batch 787/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.822, Loss: 0.294 Epoch 17 Batch 788/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.826, Loss: 0.282 Epoch 17 Batch 789/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.823, Loss: 0.304 Epoch 17 Batch 790/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.822, Loss: 0.337 Epoch 17 Batch 791/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.300 Epoch 17 Batch 792/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.320 Epoch 17 Batch 793/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.830, Loss: 0.322 Epoch 17 Batch 794/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.829, Loss: 0.290 Epoch 17 Batch 795/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.831, Loss: 0.333 Epoch 17 Batch 796/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.833, Loss: 0.306 Epoch 17 Batch 797/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.836, Loss: 0.301 Epoch 17 Batch 798/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.841, Loss: 0.328 Epoch 17 Batch 799/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.833, Loss: 0.361 Epoch 17 Batch 800/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.837, Loss: 0.305 Epoch 17 Batch 801/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.297 Epoch 17 Batch 802/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.831, Loss: 0.315 Epoch 17 Batch 803/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.835, Loss: 0.322 Epoch 17 Batch 804/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.316 Epoch 17 Batch 805/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.833, Loss: 0.316 Epoch 17 Batch 806/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.835, Loss: 0.293 Epoch 17 Batch 807/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.830, Loss: 0.289 Epoch 17 Batch 808/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.834, Loss: 0.334 Epoch 17 Batch 809/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.831, Loss: 0.355 Epoch 17 Batch 810/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.838, Loss: 0.286 Epoch 17 Batch 811/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.838, Loss: 0.296 Epoch 17 Batch 812/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.824, Loss: 0.325 Epoch 17 Batch 813/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.825, Loss: 0.311 Epoch 17 Batch 814/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.832, Loss: 0.336 Epoch 17 Batch 815/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.296 Epoch 17 Batch 816/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.825, Loss: 0.335 Epoch 17 Batch 817/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.823, Loss: 0.317 Epoch 17 Batch 818/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.829, Loss: 0.307 Epoch 17 Batch 819/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.297 Epoch 17 Batch 820/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.828, Loss: 0.328 Epoch 17 Batch 821/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.826, Loss: 0.309 Epoch 17 Batch 822/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.827, Loss: 0.311 Epoch 17 Batch 823/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.830, Loss: 0.320 Epoch 17 Batch 824/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.835, Loss: 0.288 Epoch 17 Batch 825/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.838, Loss: 0.303 Epoch 17 Batch 826/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.835, Loss: 0.280 Epoch 17 Batch 827/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.827, Loss: 0.322 Epoch 17 Batch 828/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.307 Epoch 17 Batch 829/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.827, Loss: 0.338 Epoch 17 Batch 830/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.828, Loss: 0.309 Epoch 17 Batch 831/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.832, Loss: 0.325 Epoch 17 Batch 832/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.833, Loss: 0.300 Epoch 17 Batch 833/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.839, Loss: 0.315 Epoch 17 Batch 834/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.833, Loss: 0.313 Epoch 17 Batch 835/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.833, Loss: 0.332 Epoch 17 Batch 836/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.827, Loss: 0.329 Epoch 17 Batch 837/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.829, Loss: 0.341 Epoch 17 Batch 838/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.826, Loss: 0.289 Epoch 17 Batch 839/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.824, Loss: 0.298 Epoch 17 Batch 840/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.828, Loss: 0.288 Epoch 17 Batch 841/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.835, Loss: 0.299 Epoch 17 Batch 842/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.835, Loss: 0.296 Epoch 17 Batch 843/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.835, Loss: 0.288 Epoch 17 Batch 844/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.835, Loss: 0.295 Epoch 17 Batch 845/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.835, Loss: 0.298 Epoch 17 Batch 846/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.832, Loss: 0.314 Epoch 17 Batch 847/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.827, Loss: 0.322 Epoch 17 Batch 848/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.827, Loss: 0.300 Epoch 17 Batch 849/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.291 Epoch 17 Batch 850/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.827, Loss: 0.332 Epoch 17 Batch 851/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.828, Loss: 0.306 Epoch 17 Batch 852/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.831, Loss: 0.316 Epoch 17 Batch 853/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.287 Epoch 17 Batch 854/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.837, Loss: 0.332 Epoch 17 Batch 855/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.837, Loss: 0.307 Epoch 17 Batch 856/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.841, Loss: 0.322 Epoch 17 Batch 857/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.839, Loss: 0.294 Epoch 17 Batch 858/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.843, Loss: 0.278 Epoch 17 Batch 859/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.844, Loss: 0.341 Epoch 17 Batch 860/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.840, Loss: 0.297 Epoch 17 Batch 861/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.840, Loss: 0.325 Epoch 17 Batch 862/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.838, Loss: 0.317 Epoch 17 Batch 863/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.835, Loss: 0.285 Epoch 17 Batch 864/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.830, Loss: 0.296 Epoch 17 Batch 865/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.828, Loss: 0.288 Epoch 17 Batch 866/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.834, Loss: 0.320 Epoch 17 Batch 867/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.832, Loss: 0.358 Epoch 17 Batch 868/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.830, Loss: 0.314 Epoch 17 Batch 869/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.332 Epoch 17 Batch 870/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.826, Loss: 0.316 Epoch 17 Batch 871/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.825, Loss: 0.304 Epoch 17 Batch 872/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.819, Loss: 0.301 Epoch 17 Batch 873/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.820, Loss: 0.294 Epoch 17 Batch 874/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.821, Loss: 0.312 Epoch 17 Batch 875/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.821, Loss: 0.336 Epoch 17 Batch 876/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.823, Loss: 0.307 Epoch 17 Batch 877/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.822, Loss: 0.304 Epoch 17 Batch 878/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.824, Loss: 0.308 Epoch 17 Batch 879/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.274 Epoch 17 Batch 880/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.824, Loss: 0.306 Epoch 17 Batch 881/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.824, Loss: 0.326 Epoch 17 Batch 882/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.824, Loss: 0.352 Epoch 17 Batch 883/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.823, Loss: 0.369 Epoch 17 Batch 884/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.819, Loss: 0.306 Epoch 17 Batch 885/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.820, Loss: 0.267 Epoch 17 Batch 886/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.818, Loss: 0.323 Epoch 17 Batch 887/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.340 Epoch 17 Batch 888/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.835, Loss: 0.292 Epoch 17 Batch 889/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.831, Loss: 0.320 Epoch 17 Batch 890/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.833, Loss: 0.287 Epoch 17 Batch 891/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.833, Loss: 0.322 Epoch 17 Batch 892/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.830, Loss: 0.296 Epoch 17 Batch 893/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.828, Loss: 0.307 Epoch 17 Batch 894/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.827, Loss: 0.291 Epoch 17 Batch 895/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.824, Loss: 0.316 Epoch 17 Batch 896/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.821, Loss: 0.327 Epoch 17 Batch 897/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.819, Loss: 0.280 Epoch 17 Batch 898/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.825, Loss: 0.284 Epoch 17 Batch 899/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.827, Loss: 0.309 Epoch 17 Batch 900/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.348 Epoch 17 Batch 901/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.834, Loss: 0.333 Epoch 17 Batch 902/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.838, Loss: 0.320 Epoch 17 Batch 903/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.838, Loss: 0.295 Epoch 17 Batch 904/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.290 Epoch 17 Batch 905/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.839, Loss: 0.285 Epoch 17 Batch 906/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.841, Loss: 0.302 Epoch 17 Batch 907/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.842, Loss: 0.310 Epoch 17 Batch 908/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.332 Epoch 17 Batch 909/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.842, Loss: 0.325 Epoch 17 Batch 910/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.843, Loss: 0.294 Epoch 17 Batch 911/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.838, Loss: 0.270 Epoch 17 Batch 912/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.837, Loss: 0.337 Epoch 17 Batch 913/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.837, Loss: 0.351 Epoch 17 Batch 914/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.837, Loss: 0.317 Epoch 17 Batch 915/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.836, Loss: 0.331 Epoch 17 Batch 916/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.836, Loss: 0.350 Epoch 17 Batch 917/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.834, Loss: 0.305 Epoch 17 Batch 918/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.833, Loss: 0.276 Epoch 17 Batch 919/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.838, Loss: 0.301 Epoch 17 Batch 920/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.335 Epoch 17 Batch 921/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.835, Loss: 0.330 Epoch 17 Batch 922/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.842, Loss: 0.289 Epoch 17 Batch 923/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.842, Loss: 0.312 Epoch 17 Batch 924/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.842, Loss: 0.352 Epoch 17 Batch 925/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.839, Loss: 0.298 Epoch 17 Batch 926/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.837, Loss: 0.324 Epoch 17 Batch 927/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.833, Loss: 0.333 Epoch 17 Batch 928/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.833, Loss: 0.318 Epoch 17 Batch 929/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.827, Loss: 0.335 Epoch 17 Batch 930/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.825, Loss: 0.316 Epoch 17 Batch 931/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.297 Epoch 17 Batch 932/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.308 Epoch 17 Batch 933/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.822, Loss: 0.310 Epoch 17 Batch 934/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.821, Loss: 0.302 Epoch 17 Batch 935/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.830, Loss: 0.313 Epoch 17 Batch 936/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.834, Loss: 0.309 Epoch 17 Batch 937/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.315 Epoch 17 Batch 938/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.828, Loss: 0.346 Epoch 17 Batch 939/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.828, Loss: 0.331 Epoch 17 Batch 940/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.831, Loss: 0.298 Epoch 17 Batch 941/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.834, Loss: 0.289 Epoch 17 Batch 942/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.830, Loss: 0.315 Epoch 17 Batch 943/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.828, Loss: 0.312 Epoch 17 Batch 944/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.301 Epoch 17 Batch 945/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.830, Loss: 0.297 Epoch 17 Batch 946/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.830, Loss: 0.292 Epoch 17 Batch 947/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.832, Loss: 0.354 Epoch 17 Batch 948/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.831, Loss: 0.315 Epoch 17 Batch 949/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.835, Loss: 0.273 Epoch 17 Batch 950/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.829, Loss: 0.291 Epoch 17 Batch 951/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.315 Epoch 17 Batch 952/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.837, Loss: 0.285 Epoch 17 Batch 953/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.836, Loss: 0.309 Epoch 17 Batch 954/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.838, Loss: 0.335 Epoch 17 Batch 955/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.839, Loss: 0.301 Epoch 17 Batch 956/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.843, Loss: 0.300 Epoch 17 Batch 957/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.844, Loss: 0.298 Epoch 17 Batch 958/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.844, Loss: 0.310 Epoch 17 Batch 959/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.840, Loss: 0.282 Epoch 17 Batch 960/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.291 Epoch 17 Batch 961/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.848, Loss: 0.323 Epoch 17 Batch 962/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.844, Loss: 0.298 Epoch 17 Batch 963/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.842, Loss: 0.365 Epoch 17 Batch 964/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.838, Loss: 0.274 Epoch 17 Batch 965/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.839, Loss: 0.346 Epoch 17 Batch 966/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.276 Epoch 17 Batch 967/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.836, Loss: 0.277 Epoch 17 Batch 968/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.837, Loss: 0.338 Epoch 17 Batch 969/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.830, Loss: 0.351 Epoch 17 Batch 970/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.831, Loss: 0.308 Epoch 17 Batch 971/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.830, Loss: 0.317 Epoch 17 Batch 972/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.832, Loss: 0.297 Epoch 17 Batch 973/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.832, Loss: 0.275 Epoch 17 Batch 974/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.831, Loss: 0.281 Epoch 17 Batch 975/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.277 Epoch 17 Batch 976/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.836, Loss: 0.300 Epoch 17 Batch 977/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.841, Loss: 0.289 Epoch 17 Batch 978/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.842, Loss: 0.310 Epoch 17 Batch 979/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.840, Loss: 0.330 Epoch 17 Batch 980/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.835, Loss: 0.300 Epoch 17 Batch 981/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.835, Loss: 0.310 Epoch 17 Batch 982/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.839, Loss: 0.287 Epoch 17 Batch 983/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.840, Loss: 0.332 Epoch 17 Batch 984/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.842, Loss: 0.355 Epoch 17 Batch 985/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.837, Loss: 0.288 Epoch 17 Batch 986/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.833, Loss: 0.304 Epoch 17 Batch 987/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.829, Loss: 0.283 Epoch 17 Batch 988/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.293 Epoch 17 Batch 989/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.832, Loss: 0.306 Epoch 17 Batch 990/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.830, Loss: 0.330 Epoch 17 Batch 991/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.818, Loss: 0.326 Epoch 17 Batch 992/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.305 Epoch 17 Batch 993/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.822, Loss: 0.271 Epoch 17 Batch 994/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.826, Loss: 0.310 Epoch 17 Batch 995/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.829, Loss: 0.310 Epoch 17 Batch 996/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.829, Loss: 0.301 Epoch 17 Batch 997/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.320 Epoch 17 Batch 998/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.832, Loss: 0.290 Epoch 17 Batch 999/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.306 Epoch 17 Batch 1000/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.834, Loss: 0.278 Epoch 17 Batch 1001/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.835, Loss: 0.277 Epoch 17 Batch 1002/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.837, Loss: 0.286 Epoch 17 Batch 1003/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.836, Loss: 0.294 Epoch 17 Batch 1004/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.832, Loss: 0.309 Epoch 17 Batch 1005/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.827, Loss: 0.304 Epoch 17 Batch 1006/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.829, Loss: 0.290 Epoch 17 Batch 1007/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.828, Loss: 0.298 Epoch 17 Batch 1008/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.828, Loss: 0.328 Epoch 17 Batch 1009/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.828, Loss: 0.279 Epoch 17 Batch 1010/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.828, Loss: 0.327 Epoch 17 Batch 1011/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.828, Loss: 0.307 Epoch 17 Batch 1012/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.828, Loss: 0.288 Epoch 17 Batch 1013/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.828, Loss: 0.279 Epoch 17 Batch 1014/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.832, Loss: 0.337 Epoch 17 Batch 1015/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.833, Loss: 0.367 Epoch 17 Batch 1016/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.320 Epoch 17 Batch 1017/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.840, Loss: 0.313 Epoch 17 Batch 1018/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.839, Loss: 0.306 Epoch 17 Batch 1019/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.842, Loss: 0.338 Epoch 17 Batch 1020/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.837, Loss: 0.312 Epoch 17 Batch 1021/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.838, Loss: 0.312 Epoch 17 Batch 1022/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.835, Loss: 0.297 Epoch 17 Batch 1023/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.837, Loss: 0.281 Epoch 17 Batch 1024/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.838, Loss: 0.337 Epoch 17 Batch 1025/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.837, Loss: 0.314 Epoch 17 Batch 1026/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.835, Loss: 0.305 Epoch 17 Batch 1027/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.833, Loss: 0.320 Epoch 17 Batch 1028/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.839, Loss: 0.296 Epoch 17 Batch 1029/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.302 Epoch 17 Batch 1030/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.830, Loss: 0.319 Epoch 17 Batch 1031/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.828, Loss: 0.332 Epoch 17 Batch 1032/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.836, Loss: 0.328 Epoch 17 Batch 1033/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.834, Loss: 0.293 Epoch 17 Batch 1034/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.833, Loss: 0.315 Epoch 17 Batch 1035/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.835, Loss: 0.287 Epoch 17 Batch 1036/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.837, Loss: 0.321 Epoch 17 Batch 1037/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.838, Loss: 0.325 Epoch 17 Batch 1038/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.838, Loss: 0.320 Epoch 17 Batch 1039/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.838, Loss: 0.294 Epoch 17 Batch 1040/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.842, Loss: 0.338 Epoch 17 Batch 1041/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.842, Loss: 0.317 Epoch 17 Batch 1042/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.838, Loss: 0.309 Epoch 17 Batch 1043/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.837, Loss: 0.339 Epoch 17 Batch 1044/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.836, Loss: 0.307 Epoch 17 Batch 1045/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.843, Loss: 0.323 Epoch 17 Batch 1046/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.840, Loss: 0.286 Epoch 17 Batch 1047/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.842, Loss: 0.307 Epoch 17 Batch 1048/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.847, Loss: 0.311 Epoch 17 Batch 1049/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.846, Loss: 0.326 Epoch 17 Batch 1050/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.845, Loss: 0.302 Epoch 17 Batch 1051/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.841, Loss: 0.310 Epoch 17 Batch 1052/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.841, Loss: 0.273 Epoch 17 Batch 1053/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.285 Epoch 17 Batch 1054/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.837, Loss: 0.307 Epoch 17 Batch 1055/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.835, Loss: 0.302 Epoch 17 Batch 1056/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.837, Loss: 0.302 Epoch 17 Batch 1057/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.836, Loss: 0.334 Epoch 17 Batch 1058/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.833, Loss: 0.351 Epoch 17 Batch 1059/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.828, Loss: 0.326 Epoch 17 Batch 1060/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.830, Loss: 0.278 Epoch 17 Batch 1061/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.824, Loss: 0.328 Epoch 17 Batch 1062/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.829, Loss: 0.307 Epoch 17 Batch 1063/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.821, Loss: 0.293 Epoch 17 Batch 1064/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.821, Loss: 0.317 Epoch 17 Batch 1065/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.822, Loss: 0.298 Epoch 17 Batch 1066/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.818, Loss: 0.288 Epoch 17 Batch 1067/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.816, Loss: 0.322 Epoch 17 Batch 1068/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.820, Loss: 0.293 Epoch 17 Batch 1069/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.823, Loss: 0.279 Epoch 17 Batch 1070/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.308 Epoch 17 Batch 1071/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.305 Epoch 17 Batch 1072/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.832, Loss: 0.314 Epoch 17 Batch 1073/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.832, Loss: 0.339 Epoch 17 Batch 1074/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.832, Loss: 0.316 Epoch 17 Batch 1075/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.842, Loss: 0.348 Epoch 18 Batch 0/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.841, Loss: 0.285 Epoch 18 Batch 1/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.836, Loss: 0.305 Epoch 18 Batch 2/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.831, Loss: 0.334 Epoch 18 Batch 3/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.831, Loss: 0.285 Epoch 18 Batch 4/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.832, Loss: 0.316 Epoch 18 Batch 5/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.835, Loss: 0.351 Epoch 18 Batch 6/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.831, Loss: 0.329 Epoch 18 Batch 7/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.286 Epoch 18 Batch 8/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.835, Loss: 0.290 Epoch 18 Batch 9/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.849, Loss: 0.294 Epoch 18 Batch 10/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.833, Loss: 0.326 Epoch 18 Batch 11/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.311 Epoch 18 Batch 12/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.830, Loss: 0.328 Epoch 18 Batch 13/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.323 Epoch 18 Batch 14/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.824, Loss: 0.270 Epoch 18 Batch 15/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.825, Loss: 0.288 Epoch 18 Batch 16/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.825, Loss: 0.305 Epoch 18 Batch 17/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.831, Loss: 0.312 Epoch 18 Batch 18/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.828, Loss: 0.321 Epoch 18 Batch 19/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.303 Epoch 18 Batch 20/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.289 Epoch 18 Batch 21/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.826, Loss: 0.320 Epoch 18 Batch 22/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.821, Loss: 0.320 Epoch 18 Batch 23/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.314 Epoch 18 Batch 24/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.831, Loss: 0.295 Epoch 18 Batch 25/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.828, Loss: 0.284 Epoch 18 Batch 26/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.826, Loss: 0.319 Epoch 18 Batch 27/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.284 Epoch 18 Batch 28/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.833, Loss: 0.302 Epoch 18 Batch 29/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.830, Loss: 0.296 Epoch 18 Batch 30/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.830, Loss: 0.290 Epoch 18 Batch 31/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.838, Loss: 0.313 Epoch 18 Batch 32/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.282 Epoch 18 Batch 33/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.846, Loss: 0.273 Epoch 18 Batch 34/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.844, Loss: 0.308 Epoch 18 Batch 35/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.842, Loss: 0.301 Epoch 18 Batch 36/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.841, Loss: 0.306 Epoch 18 Batch 37/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.841, Loss: 0.308 Epoch 18 Batch 38/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.840, Loss: 0.338 Epoch 18 Batch 39/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.842, Loss: 0.356 Epoch 18 Batch 40/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.846, Loss: 0.307 Epoch 18 Batch 41/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.845, Loss: 0.299 Epoch 18 Batch 42/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.844, Loss: 0.321 Epoch 18 Batch 43/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.843, Loss: 0.289 Epoch 18 Batch 44/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.843, Loss: 0.304 Epoch 18 Batch 45/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.837, Loss: 0.316 Epoch 18 Batch 46/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.837, Loss: 0.328 Epoch 18 Batch 47/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.837, Loss: 0.308 Epoch 18 Batch 48/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.836, Loss: 0.348 Epoch 18 Batch 49/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.315 Epoch 18 Batch 50/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.830, Loss: 0.302 Epoch 18 Batch 51/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.826, Loss: 0.301 Epoch 18 Batch 52/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.827, Loss: 0.295 Epoch 18 Batch 53/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.827, Loss: 0.295 Epoch 18 Batch 54/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.823, Loss: 0.353 Epoch 18 Batch 55/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.824, Loss: 0.285 Epoch 18 Batch 56/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.820, Loss: 0.275 Epoch 18 Batch 57/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.823, Loss: 0.286 Epoch 18 Batch 58/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.820, Loss: 0.285 Epoch 18 Batch 59/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.820, Loss: 0.321 Epoch 18 Batch 60/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.829, Loss: 0.299 Epoch 18 Batch 61/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.829, Loss: 0.308 Epoch 18 Batch 62/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.829, Loss: 0.333 Epoch 18 Batch 63/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.828, Loss: 0.281 Epoch 18 Batch 64/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.832, Loss: 0.293 Epoch 18 Batch 65/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.295 Epoch 18 Batch 66/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.830, Loss: 0.274 Epoch 18 Batch 67/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.297 Epoch 18 Batch 68/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.831, Loss: 0.321 Epoch 18 Batch 69/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.833, Loss: 0.333 Epoch 18 Batch 70/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.830, Loss: 0.317 Epoch 18 Batch 71/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.831, Loss: 0.290 Epoch 18 Batch 72/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.833, Loss: 0.322 Epoch 18 Batch 73/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.833, Loss: 0.330 Epoch 18 Batch 74/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.835, Loss: 0.267 Epoch 18 Batch 75/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.835, Loss: 0.341 Epoch 18 Batch 76/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.836, Loss: 0.286 Epoch 18 Batch 77/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.836, Loss: 0.338 Epoch 18 Batch 78/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.838, Loss: 0.304 Epoch 18 Batch 79/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.834, Loss: 0.318 Epoch 18 Batch 80/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.834, Loss: 0.308 Epoch 18 Batch 81/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.834, Loss: 0.309 Epoch 18 Batch 82/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.839, Loss: 0.272 Epoch 18 Batch 83/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.842, Loss: 0.322 Epoch 18 Batch 84/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.844, Loss: 0.310 Epoch 18 Batch 85/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.836, Loss: 0.279 Epoch 18 Batch 86/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.844, Loss: 0.319 Epoch 18 Batch 87/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.844, Loss: 0.327 Epoch 18 Batch 88/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.845, Loss: 0.333 Epoch 18 Batch 89/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.845, Loss: 0.303 Epoch 18 Batch 90/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.840, Loss: 0.323 Epoch 18 Batch 91/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.839, Loss: 0.254 Epoch 18 Batch 92/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.325 Epoch 18 Batch 93/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.842, Loss: 0.328 Epoch 18 Batch 94/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.842, Loss: 0.294 Epoch 18 Batch 95/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.842, Loss: 0.343 Epoch 18 Batch 96/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.844, Loss: 0.310 Epoch 18 Batch 97/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.839, Loss: 0.316 Epoch 18 Batch 98/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.834, Loss: 0.305 Epoch 18 Batch 99/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.832, Loss: 0.312 Epoch 18 Batch 100/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.827, Loss: 0.296 Epoch 18 Batch 101/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.838, Loss: 0.318 Epoch 18 Batch 102/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.828, Loss: 0.285 Epoch 18 Batch 103/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.828, Loss: 0.320 Epoch 18 Batch 104/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.830, Loss: 0.298 Epoch 18 Batch 105/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.833, Loss: 0.312 Epoch 18 Batch 106/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.833, Loss: 0.348 Epoch 18 Batch 107/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.834, Loss: 0.309 Epoch 18 Batch 108/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.835, Loss: 0.283 Epoch 18 Batch 109/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.831, Loss: 0.311 Epoch 18 Batch 110/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.830, Loss: 0.274 Epoch 18 Batch 111/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.831, Loss: 0.311 Epoch 18 Batch 112/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.289 Epoch 18 Batch 113/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.830, Loss: 0.320 Epoch 18 Batch 114/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.280 Epoch 18 Batch 115/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.332 Epoch 18 Batch 116/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.830, Loss: 0.330 Epoch 18 Batch 117/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.831, Loss: 0.320 Epoch 18 Batch 118/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.826, Loss: 0.327 Epoch 18 Batch 119/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.314 Epoch 18 Batch 120/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.342 Epoch 18 Batch 121/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.828, Loss: 0.307 Epoch 18 Batch 122/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.825, Loss: 0.317 Epoch 18 Batch 123/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.827, Loss: 0.284 Epoch 18 Batch 124/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.829, Loss: 0.318 Epoch 18 Batch 125/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.305 Epoch 18 Batch 126/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.829, Loss: 0.282 Epoch 18 Batch 127/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.323 Epoch 18 Batch 128/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.827, Loss: 0.286 Epoch 18 Batch 129/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.319 Epoch 18 Batch 130/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.830, Loss: 0.280 Epoch 18 Batch 131/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.832, Loss: 0.304 Epoch 18 Batch 132/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.831, Loss: 0.319 Epoch 18 Batch 133/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.831, Loss: 0.298 Epoch 18 Batch 134/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.832, Loss: 0.287 Epoch 18 Batch 135/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.834, Loss: 0.315 Epoch 18 Batch 136/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.839, Loss: 0.305 Epoch 18 Batch 137/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.839, Loss: 0.289 Epoch 18 Batch 138/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.839, Loss: 0.297 Epoch 18 Batch 139/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.834, Loss: 0.307 Epoch 18 Batch 140/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.840, Loss: 0.333 Epoch 18 Batch 141/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.836, Loss: 0.294 Epoch 18 Batch 142/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.835, Loss: 0.292 Epoch 18 Batch 143/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.833, Loss: 0.312 Epoch 18 Batch 144/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.830, Loss: 0.329 Epoch 18 Batch 145/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.332 Epoch 18 Batch 146/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.823, Loss: 0.350 Epoch 18 Batch 147/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.827, Loss: 0.311 Epoch 18 Batch 148/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.297 Epoch 18 Batch 149/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.825, Loss: 0.303 Epoch 18 Batch 150/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.825, Loss: 0.282 Epoch 18 Batch 151/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.280 Epoch 18 Batch 152/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.829, Loss: 0.310 Epoch 18 Batch 153/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.831, Loss: 0.347 Epoch 18 Batch 154/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.829, Loss: 0.301 Epoch 18 Batch 155/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.830, Loss: 0.327 Epoch 18 Batch 156/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.830, Loss: 0.318 Epoch 18 Batch 157/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.823, Loss: 0.319 Epoch 18 Batch 158/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.823, Loss: 0.328 Epoch 18 Batch 159/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.831, Loss: 0.278 Epoch 18 Batch 160/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.831, Loss: 0.280 Epoch 18 Batch 161/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.831, Loss: 0.309 Epoch 18 Batch 162/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.833, Loss: 0.359 Epoch 18 Batch 163/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.331 Epoch 18 Batch 164/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.829, Loss: 0.321 Epoch 18 Batch 165/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.830, Loss: 0.291 Epoch 18 Batch 166/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.341 Epoch 18 Batch 167/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.829, Loss: 0.315 Epoch 18 Batch 168/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.829, Loss: 0.337 Epoch 18 Batch 169/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.312 Epoch 18 Batch 170/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.827, Loss: 0.333 Epoch 18 Batch 171/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.827, Loss: 0.294 Epoch 18 Batch 172/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.828, Loss: 0.273 Epoch 18 Batch 173/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.829, Loss: 0.347 Epoch 18 Batch 174/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.832, Loss: 0.292 Epoch 18 Batch 175/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.831, Loss: 0.287 Epoch 18 Batch 176/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.830, Loss: 0.294 Epoch 18 Batch 177/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.331 Epoch 18 Batch 178/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.829, Loss: 0.315 Epoch 18 Batch 179/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.829, Loss: 0.291 Epoch 18 Batch 180/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.298 Epoch 18 Batch 181/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.832, Loss: 0.307 Epoch 18 Batch 182/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.309 Epoch 18 Batch 183/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.827, Loss: 0.318 Epoch 18 Batch 184/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.831, Loss: 0.293 Epoch 18 Batch 185/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.833, Loss: 0.316 Epoch 18 Batch 186/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.835, Loss: 0.334 Epoch 18 Batch 187/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.835, Loss: 0.291 Epoch 18 Batch 188/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.834, Loss: 0.301 Epoch 18 Batch 189/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.839, Loss: 0.305 Epoch 18 Batch 190/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.838, Loss: 0.289 Epoch 18 Batch 191/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.835, Loss: 0.272 Epoch 18 Batch 192/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.836, Loss: 0.324 Epoch 18 Batch 193/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.832, Loss: 0.301 Epoch 18 Batch 194/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.833, Loss: 0.269 Epoch 18 Batch 195/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.833, Loss: 0.289 Epoch 18 Batch 196/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.832, Loss: 0.327 Epoch 18 Batch 197/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.832, Loss: 0.297 Epoch 18 Batch 198/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.839, Loss: 0.291 Epoch 18 Batch 199/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.836, Loss: 0.276 Epoch 18 Batch 200/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.835, Loss: 0.307 Epoch 18 Batch 201/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.828, Loss: 0.276 Epoch 18 Batch 202/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.307 Epoch 18 Batch 203/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.826, Loss: 0.292 Epoch 18 Batch 204/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.823, Loss: 0.343 Epoch 18 Batch 205/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.828, Loss: 0.319 Epoch 18 Batch 206/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.834, Loss: 0.291 Epoch 18 Batch 207/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.840, Loss: 0.288 Epoch 18 Batch 208/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.329 Epoch 18 Batch 209/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.838, Loss: 0.259 Epoch 18 Batch 210/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.839, Loss: 0.314 Epoch 18 Batch 211/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.843, Loss: 0.302 Epoch 18 Batch 212/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.839, Loss: 0.280 Epoch 18 Batch 213/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.843, Loss: 0.272 Epoch 18 Batch 214/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.838, Loss: 0.298 Epoch 18 Batch 215/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.840, Loss: 0.331 Epoch 18 Batch 216/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.840, Loss: 0.303 Epoch 18 Batch 217/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.841, Loss: 0.287 Epoch 18 Batch 218/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.325 Epoch 18 Batch 219/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.842, Loss: 0.300 Epoch 18 Batch 220/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.316 Epoch 18 Batch 221/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.841, Loss: 0.292 Epoch 18 Batch 222/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.839, Loss: 0.319 Epoch 18 Batch 223/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.832, Loss: 0.265 Epoch 18 Batch 224/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.835, Loss: 0.306 Epoch 18 Batch 225/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.309 Epoch 18 Batch 226/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.827, Loss: 0.290 Epoch 18 Batch 227/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.827, Loss: 0.331 Epoch 18 Batch 228/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.828, Loss: 0.291 Epoch 18 Batch 229/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.303 Epoch 18 Batch 230/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.823, Loss: 0.280 Epoch 18 Batch 231/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.331 Epoch 18 Batch 232/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.821, Loss: 0.325 Epoch 18 Batch 233/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.821, Loss: 0.338 Epoch 18 Batch 234/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.824, Loss: 0.310 Epoch 18 Batch 235/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.287 Epoch 18 Batch 236/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.825, Loss: 0.318 Epoch 18 Batch 237/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.825, Loss: 0.269 Epoch 18 Batch 238/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.838, Loss: 0.298 Epoch 18 Batch 239/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.838, Loss: 0.274 Epoch 18 Batch 240/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.839, Loss: 0.269 Epoch 18 Batch 241/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.841, Loss: 0.265 Epoch 18 Batch 242/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.847, Loss: 0.284 Epoch 18 Batch 243/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.303 Epoch 18 Batch 244/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.838, Loss: 0.310 Epoch 18 Batch 245/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.838, Loss: 0.292 Epoch 18 Batch 246/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.838, Loss: 0.291 Epoch 18 Batch 247/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.841, Loss: 0.305 Epoch 18 Batch 248/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.839, Loss: 0.278 Epoch 18 Batch 249/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.836, Loss: 0.301 Epoch 18 Batch 250/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.837, Loss: 0.281 Epoch 18 Batch 251/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.839, Loss: 0.276 Epoch 18 Batch 252/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.317 Epoch 18 Batch 253/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.841, Loss: 0.298 Epoch 18 Batch 254/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.842, Loss: 0.310 Epoch 18 Batch 255/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.291 Epoch 18 Batch 256/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.841, Loss: 0.347 Epoch 18 Batch 257/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.845, Loss: 0.293 Epoch 18 Batch 258/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.842, Loss: 0.285 Epoch 18 Batch 259/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.840, Loss: 0.296 Epoch 18 Batch 260/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.839, Loss: 0.281 Epoch 18 Batch 261/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.840, Loss: 0.291 Epoch 18 Batch 262/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.840, Loss: 0.288 Epoch 18 Batch 263/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.838, Loss: 0.291 Epoch 18 Batch 264/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.841, Loss: 0.323 Epoch 18 Batch 265/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.840, Loss: 0.320 Epoch 18 Batch 266/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.839, Loss: 0.304 Epoch 18 Batch 267/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.835, Loss: 0.276 Epoch 18 Batch 268/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.835, Loss: 0.315 Epoch 18 Batch 269/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.830, Loss: 0.344 Epoch 18 Batch 270/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.830, Loss: 0.324 Epoch 18 Batch 271/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.836, Loss: 0.299 Epoch 18 Batch 272/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.836, Loss: 0.359 Epoch 18 Batch 273/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.839, Loss: 0.283 Epoch 18 Batch 274/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.308 Epoch 18 Batch 275/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.835, Loss: 0.293 Epoch 18 Batch 276/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.829, Loss: 0.334 Epoch 18 Batch 277/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.829, Loss: 0.272 Epoch 18 Batch 278/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.829, Loss: 0.340 Epoch 18 Batch 279/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.822, Loss: 0.354 Epoch 18 Batch 280/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.310 Epoch 18 Batch 281/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.827, Loss: 0.306 Epoch 18 Batch 282/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.826, Loss: 0.327 Epoch 18 Batch 283/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.822, Loss: 0.305 Epoch 18 Batch 284/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.826, Loss: 0.326 Epoch 18 Batch 285/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.823, Loss: 0.306 Epoch 18 Batch 286/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.823, Loss: 0.299 Epoch 18 Batch 287/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.831, Loss: 0.304 Epoch 18 Batch 288/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.830, Loss: 0.327 Epoch 18 Batch 289/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.836, Loss: 0.318 Epoch 18 Batch 290/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.836, Loss: 0.330 Epoch 18 Batch 291/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.832, Loss: 0.338 Epoch 18 Batch 292/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.834, Loss: 0.291 Epoch 18 Batch 293/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.835, Loss: 0.309 Epoch 18 Batch 294/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.832, Loss: 0.298 Epoch 18 Batch 295/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.831, Loss: 0.333 Epoch 18 Batch 296/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.831, Loss: 0.293 Epoch 18 Batch 297/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.834, Loss: 0.354 Epoch 18 Batch 298/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.833, Loss: 0.309 Epoch 18 Batch 299/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.831, Loss: 0.292 Epoch 18 Batch 300/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.831, Loss: 0.305 Epoch 18 Batch 301/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.281 Epoch 18 Batch 302/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.827, Loss: 0.288 Epoch 18 Batch 303/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.828, Loss: 0.325 Epoch 18 Batch 304/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.833, Loss: 0.283 Epoch 18 Batch 305/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.831, Loss: 0.307 Epoch 18 Batch 306/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.828, Loss: 0.282 Epoch 18 Batch 307/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.829, Loss: 0.305 Epoch 18 Batch 308/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.827, Loss: 0.327 Epoch 18 Batch 309/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.277 Epoch 18 Batch 310/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.314 Epoch 18 Batch 311/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.830, Loss: 0.285 Epoch 18 Batch 312/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.828, Loss: 0.319 Epoch 18 Batch 313/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.827, Loss: 0.294 Epoch 18 Batch 314/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.828, Loss: 0.284 Epoch 18 Batch 315/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.828, Loss: 0.285 Epoch 18 Batch 316/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.828, Loss: 0.276 Epoch 18 Batch 317/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.828, Loss: 0.327 Epoch 18 Batch 318/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.834, Loss: 0.292 Epoch 18 Batch 319/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.833, Loss: 0.310 Epoch 18 Batch 320/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.828, Loss: 0.313 Epoch 18 Batch 321/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.828, Loss: 0.302 Epoch 18 Batch 322/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.824, Loss: 0.274 Epoch 18 Batch 323/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.823, Loss: 0.316 Epoch 18 Batch 324/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.293 Epoch 18 Batch 325/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.823, Loss: 0.294 Epoch 18 Batch 326/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.822, Loss: 0.284 Epoch 18 Batch 327/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.823, Loss: 0.321 Epoch 18 Batch 328/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.822, Loss: 0.312 Epoch 18 Batch 329/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.830, Loss: 0.333 Epoch 18 Batch 330/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.822, Loss: 0.322 Epoch 18 Batch 331/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.820, Loss: 0.306 Epoch 18 Batch 332/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.820, Loss: 0.256 Epoch 18 Batch 333/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.816, Loss: 0.305 Epoch 18 Batch 334/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.815, Loss: 0.288 Epoch 18 Batch 335/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.815, Loss: 0.291 Epoch 18 Batch 336/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.819, Loss: 0.314 Epoch 18 Batch 337/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.308 Epoch 18 Batch 338/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.821, Loss: 0.338 Epoch 18 Batch 339/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.822, Loss: 0.270 Epoch 18 Batch 340/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.821, Loss: 0.296 Epoch 18 Batch 341/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.827, Loss: 0.341 Epoch 18 Batch 342/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.828, Loss: 0.303 Epoch 18 Batch 343/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.831, Loss: 0.304 Epoch 18 Batch 344/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.293 Epoch 18 Batch 345/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.834, Loss: 0.292 Epoch 18 Batch 346/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.841, Loss: 0.307 Epoch 18 Batch 347/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.846, Loss: 0.285 Epoch 18 Batch 348/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.288 Epoch 18 Batch 349/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.842, Loss: 0.285 Epoch 18 Batch 350/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.841, Loss: 0.326 Epoch 18 Batch 351/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.838, Loss: 0.311 Epoch 18 Batch 352/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.839, Loss: 0.308 Epoch 18 Batch 353/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.839, Loss: 0.353 Epoch 18 Batch 354/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.838, Loss: 0.322 Epoch 18 Batch 355/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.839, Loss: 0.324 Epoch 18 Batch 356/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.840, Loss: 0.296 Epoch 18 Batch 357/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.845, Loss: 0.294 Epoch 18 Batch 358/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.845, Loss: 0.327 Epoch 18 Batch 359/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.846, Loss: 0.306 Epoch 18 Batch 360/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.846, Loss: 0.301 Epoch 18 Batch 361/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.846, Loss: 0.311 Epoch 18 Batch 362/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.847, Loss: 0.301 Epoch 18 Batch 363/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.839, Loss: 0.336 Epoch 18 Batch 364/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.841, Loss: 0.315 Epoch 18 Batch 365/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.842, Loss: 0.281 Epoch 18 Batch 366/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.835, Loss: 0.301 Epoch 18 Batch 367/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.834, Loss: 0.260 Epoch 18 Batch 368/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.322 Epoch 18 Batch 369/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.838, Loss: 0.290 Epoch 18 Batch 370/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.836, Loss: 0.297 Epoch 18 Batch 371/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.825, Loss: 0.299 Epoch 18 Batch 372/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.830, Loss: 0.290 Epoch 18 Batch 373/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.831, Loss: 0.279 Epoch 18 Batch 374/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.825, Loss: 0.316 Epoch 18 Batch 375/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.834, Loss: 0.293 Epoch 18 Batch 376/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.838, Loss: 0.290 Epoch 18 Batch 377/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.837, Loss: 0.306 Epoch 18 Batch 378/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.842, Loss: 0.273 Epoch 18 Batch 379/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.841, Loss: 0.335 Epoch 18 Batch 380/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.840, Loss: 0.276 Epoch 18 Batch 381/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.839, Loss: 0.328 Epoch 18 Batch 382/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.832, Loss: 0.332 Epoch 18 Batch 383/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.838, Loss: 0.301 Epoch 18 Batch 384/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.291 Epoch 18 Batch 385/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.834, Loss: 0.311 Epoch 18 Batch 386/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.831, Loss: 0.286 Epoch 18 Batch 387/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.830, Loss: 0.281 Epoch 18 Batch 388/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.833, Loss: 0.293 Epoch 18 Batch 389/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.838, Loss: 0.277 Epoch 18 Batch 390/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.839, Loss: 0.333 Epoch 18 Batch 391/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.839, Loss: 0.296 Epoch 18 Batch 392/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.834, Loss: 0.305 Epoch 18 Batch 393/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.833, Loss: 0.269 Epoch 18 Batch 394/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.830, Loss: 0.320 Epoch 18 Batch 395/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.830, Loss: 0.261 Epoch 18 Batch 396/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.839, Loss: 0.284 Epoch 18 Batch 397/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.830, Loss: 0.295 Epoch 18 Batch 398/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.321 Epoch 18 Batch 399/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.829, Loss: 0.309 Epoch 18 Batch 400/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.836, Loss: 0.323 Epoch 18 Batch 401/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.836, Loss: 0.294 Epoch 18 Batch 402/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.292 Epoch 18 Batch 403/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.840, Loss: 0.328 Epoch 18 Batch 404/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.845, Loss: 0.275 Epoch 18 Batch 405/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.847, Loss: 0.317 Epoch 18 Batch 406/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.844, Loss: 0.294 Epoch 18 Batch 407/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.839, Loss: 0.351 Epoch 18 Batch 408/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.835, Loss: 0.331 Epoch 18 Batch 409/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.831, Loss: 0.324 Epoch 18 Batch 410/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.831, Loss: 0.323 Epoch 18 Batch 411/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.835, Loss: 0.304 Epoch 18 Batch 412/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.826, Loss: 0.289 Epoch 18 Batch 413/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.295 Epoch 18 Batch 414/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.828, Loss: 0.306 Epoch 18 Batch 415/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.827, Loss: 0.304 Epoch 18 Batch 416/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.827, Loss: 0.280 Epoch 18 Batch 417/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.819, Loss: 0.352 Epoch 18 Batch 418/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.819, Loss: 0.286 Epoch 18 Batch 419/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.820, Loss: 0.303 Epoch 18 Batch 420/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.819, Loss: 0.286 Epoch 18 Batch 421/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.825, Loss: 0.314 Epoch 18 Batch 422/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.825, Loss: 0.286 Epoch 18 Batch 423/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.829, Loss: 0.328 Epoch 18 Batch 424/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.828, Loss: 0.318 Epoch 18 Batch 425/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.827, Loss: 0.271 Epoch 18 Batch 426/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.828, Loss: 0.323 Epoch 18 Batch 427/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.835, Loss: 0.303 Epoch 18 Batch 428/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.834, Loss: 0.303 Epoch 18 Batch 429/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.832, Loss: 0.284 Epoch 18 Batch 430/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.833, Loss: 0.297 Epoch 18 Batch 431/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.831, Loss: 0.277 Epoch 18 Batch 432/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.324 Epoch 18 Batch 433/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.831, Loss: 0.288 Epoch 18 Batch 434/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.824, Loss: 0.296 Epoch 18 Batch 435/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.824, Loss: 0.319 Epoch 18 Batch 436/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.829, Loss: 0.301 Epoch 18 Batch 437/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.826, Loss: 0.318 Epoch 18 Batch 438/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.822, Loss: 0.298 Epoch 18 Batch 439/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.822, Loss: 0.327 Epoch 18 Batch 440/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.818, Loss: 0.315 Epoch 18 Batch 441/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.822, Loss: 0.296 Epoch 18 Batch 442/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.822, Loss: 0.296 Epoch 18 Batch 443/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.817, Loss: 0.286 Epoch 18 Batch 444/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.821, Loss: 0.280 Epoch 18 Batch 445/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.819, Loss: 0.322 Epoch 18 Batch 446/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.819, Loss: 0.259 Epoch 18 Batch 447/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.821, Loss: 0.313 Epoch 18 Batch 448/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.316 Epoch 18 Batch 449/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.825, Loss: 0.322 Epoch 18 Batch 450/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.824, Loss: 0.301 Epoch 18 Batch 451/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.817, Loss: 0.296 Epoch 18 Batch 452/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.815, Loss: 0.326 Epoch 18 Batch 453/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.299 Epoch 18 Batch 454/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.834, Loss: 0.313 Epoch 18 Batch 455/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.833, Loss: 0.307 Epoch 18 Batch 456/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.835, Loss: 0.317 Epoch 18 Batch 457/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.286 Epoch 18 Batch 458/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.833, Loss: 0.292 Epoch 18 Batch 459/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.835, Loss: 0.294 Epoch 18 Batch 460/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.836, Loss: 0.316 Epoch 18 Batch 461/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.829, Loss: 0.285 Epoch 18 Batch 462/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.834, Loss: 0.309 Epoch 18 Batch 463/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.834, Loss: 0.320 Epoch 18 Batch 464/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.834, Loss: 0.291 Epoch 18 Batch 465/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.837, Loss: 0.337 Epoch 18 Batch 466/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.834, Loss: 0.286 Epoch 18 Batch 467/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.835, Loss: 0.293 Epoch 18 Batch 468/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.833, Loss: 0.294 Epoch 18 Batch 469/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.829, Loss: 0.305 Epoch 18 Batch 470/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.834, Loss: 0.299 Epoch 18 Batch 471/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.826, Loss: 0.295 Epoch 18 Batch 472/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.825, Loss: 0.288 Epoch 18 Batch 473/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.824, Loss: 0.321 Epoch 18 Batch 474/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.282 Epoch 18 Batch 475/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.826, Loss: 0.286 Epoch 18 Batch 476/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.828, Loss: 0.297 Epoch 18 Batch 477/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.827, Loss: 0.296 Epoch 18 Batch 478/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.317 Epoch 18 Batch 479/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.824, Loss: 0.314 Epoch 18 Batch 480/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.822, Loss: 0.307 Epoch 18 Batch 481/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.328 Epoch 18 Batch 482/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.832, Loss: 0.327 Epoch 18 Batch 483/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.832, Loss: 0.284 Epoch 18 Batch 484/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.827, Loss: 0.299 Epoch 18 Batch 485/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.826, Loss: 0.319 Epoch 18 Batch 486/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.827, Loss: 0.297 Epoch 18 Batch 487/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.825, Loss: 0.313 Epoch 18 Batch 488/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.826, Loss: 0.298 Epoch 18 Batch 489/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.823, Loss: 0.285 Epoch 18 Batch 490/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.835, Loss: 0.306 Epoch 18 Batch 491/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.835, Loss: 0.296 Epoch 18 Batch 492/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.837, Loss: 0.333 Epoch 18 Batch 493/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.272 Epoch 18 Batch 494/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.840, Loss: 0.284 Epoch 18 Batch 495/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.295 Epoch 18 Batch 496/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.840, Loss: 0.297 Epoch 18 Batch 497/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.836, Loss: 0.326 Epoch 18 Batch 498/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.840, Loss: 0.322 Epoch 18 Batch 499/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.288 Epoch 18 Batch 500/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.834, Loss: 0.296 Epoch 18 Batch 501/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.298 Epoch 18 Batch 502/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.839, Loss: 0.295 Epoch 18 Batch 503/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.830, Loss: 0.301 Epoch 18 Batch 504/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.836, Loss: 0.316 Epoch 18 Batch 505/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.832, Loss: 0.261 Epoch 18 Batch 506/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.298 Epoch 18 Batch 507/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.829, Loss: 0.294 Epoch 18 Batch 508/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.828, Loss: 0.290 Epoch 18 Batch 509/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.835, Loss: 0.313 Epoch 18 Batch 510/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.834, Loss: 0.308 Epoch 18 Batch 511/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.835, Loss: 0.305 Epoch 18 Batch 512/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.835, Loss: 0.301 Epoch 18 Batch 513/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.837, Loss: 0.308 Epoch 18 Batch 514/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.837, Loss: 0.310 Epoch 18 Batch 515/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.837, Loss: 0.300 Epoch 18 Batch 516/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.837, Loss: 0.287 Epoch 18 Batch 517/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.836, Loss: 0.293 Epoch 18 Batch 518/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.838, Loss: 0.270 Epoch 18 Batch 519/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.837, Loss: 0.309 Epoch 18 Batch 520/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.829, Loss: 0.276 Epoch 18 Batch 521/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.830, Loss: 0.291 Epoch 18 Batch 522/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.834, Loss: 0.344 Epoch 18 Batch 523/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.834, Loss: 0.320 Epoch 18 Batch 524/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.834, Loss: 0.297 Epoch 18 Batch 525/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.839, Loss: 0.322 Epoch 18 Batch 526/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.846, Loss: 0.287 Epoch 18 Batch 527/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.841, Loss: 0.304 Epoch 18 Batch 528/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.844, Loss: 0.287 Epoch 18 Batch 529/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.845, Loss: 0.266 Epoch 18 Batch 530/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.840, Loss: 0.315 Epoch 18 Batch 531/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.839, Loss: 0.282 Epoch 18 Batch 532/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.839, Loss: 0.312 Epoch 18 Batch 533/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.833, Loss: 0.336 Epoch 18 Batch 534/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.834, Loss: 0.303 Epoch 18 Batch 535/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.842, Loss: 0.294 Epoch 18 Batch 536/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.845, Loss: 0.275 Epoch 18 Batch 537/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.843, Loss: 0.294 Epoch 18 Batch 538/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.843, Loss: 0.275 Epoch 18 Batch 539/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.840, Loss: 0.334 Epoch 18 Batch 540/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.268 Epoch 18 Batch 541/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.840, Loss: 0.312 Epoch 18 Batch 542/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.841, Loss: 0.290 Epoch 18 Batch 543/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.838, Loss: 0.302 Epoch 18 Batch 544/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.843, Loss: 0.301 Epoch 18 Batch 545/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.333 Epoch 18 Batch 546/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.846, Loss: 0.327 Epoch 18 Batch 547/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.846, Loss: 0.305 Epoch 18 Batch 548/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.846, Loss: 0.316 Epoch 18 Batch 549/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.847, Loss: 0.315 Epoch 18 Batch 550/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.848, Loss: 0.316 Epoch 18 Batch 551/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.846, Loss: 0.331 Epoch 18 Batch 552/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.846, Loss: 0.311 Epoch 18 Batch 553/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.847, Loss: 0.315 Epoch 18 Batch 554/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.850, Loss: 0.308 Epoch 18 Batch 555/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.839, Loss: 0.294 Epoch 18 Batch 556/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.835, Loss: 0.282 Epoch 18 Batch 557/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.834, Loss: 0.308 Epoch 18 Batch 558/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.838, Loss: 0.273 Epoch 18 Batch 559/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.838, Loss: 0.301 Epoch 18 Batch 560/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.840, Loss: 0.290 Epoch 18 Batch 561/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.841, Loss: 0.286 Epoch 18 Batch 562/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.840, Loss: 0.284 Epoch 18 Batch 563/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.839, Loss: 0.329 Epoch 18 Batch 564/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.840, Loss: 0.321 Epoch 18 Batch 565/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.837, Loss: 0.314 Epoch 18 Batch 566/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.837, Loss: 0.341 Epoch 18 Batch 567/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.833, Loss: 0.301 Epoch 18 Batch 568/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.833, Loss: 0.306 Epoch 18 Batch 569/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.826, Loss: 0.313 Epoch 18 Batch 570/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.827, Loss: 0.333 Epoch 18 Batch 571/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.827, Loss: 0.282 Epoch 18 Batch 572/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.826, Loss: 0.275 Epoch 18 Batch 573/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.835, Loss: 0.327 Epoch 18 Batch 574/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.834, Loss: 0.300 Epoch 18 Batch 575/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.301 Epoch 18 Batch 576/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.832, Loss: 0.300 Epoch 18 Batch 577/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.307 Epoch 18 Batch 578/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.829, Loss: 0.312 Epoch 18 Batch 579/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.823, Loss: 0.290 Epoch 18 Batch 580/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.827, Loss: 0.267 Epoch 18 Batch 581/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.826, Loss: 0.289 Epoch 18 Batch 582/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.826, Loss: 0.292 Epoch 18 Batch 583/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.831, Loss: 0.328 Epoch 18 Batch 584/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.832, Loss: 0.307 Epoch 18 Batch 585/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.829, Loss: 0.271 Epoch 18 Batch 586/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.834, Loss: 0.307 Epoch 18 Batch 587/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.834, Loss: 0.274 Epoch 18 Batch 588/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.842, Loss: 0.296 Epoch 18 Batch 589/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.822, Loss: 0.297 Epoch 18 Batch 590/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.326 Epoch 18 Batch 591/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.826, Loss: 0.276 Epoch 18 Batch 592/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.825, Loss: 0.312 Epoch 18 Batch 593/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.819, Loss: 0.302 Epoch 18 Batch 594/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.820, Loss: 0.307 Epoch 18 Batch 595/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.820, Loss: 0.331 Epoch 18 Batch 596/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.820, Loss: 0.313 Epoch 18 Batch 597/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.818, Loss: 0.303 Epoch 18 Batch 598/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.818, Loss: 0.306 Epoch 18 Batch 599/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.816, Loss: 0.346 Epoch 18 Batch 600/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.297 Epoch 18 Batch 601/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.820, Loss: 0.297 Epoch 18 Batch 602/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.821, Loss: 0.297 Epoch 18 Batch 603/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.821, Loss: 0.305 Epoch 18 Batch 604/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.821, Loss: 0.315 Epoch 18 Batch 605/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.825, Loss: 0.338 Epoch 18 Batch 606/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.272 Epoch 18 Batch 607/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.832, Loss: 0.275 Epoch 18 Batch 608/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.822, Loss: 0.323 Epoch 18 Batch 609/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.819, Loss: 0.335 Epoch 18 Batch 610/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.322 Epoch 18 Batch 611/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.826, Loss: 0.291 Epoch 18 Batch 612/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.835, Loss: 0.275 Epoch 18 Batch 613/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.835, Loss: 0.322 Epoch 18 Batch 614/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.290 Epoch 18 Batch 615/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.300 Epoch 18 Batch 616/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.828, Loss: 0.320 Epoch 18 Batch 617/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.828, Loss: 0.294 Epoch 18 Batch 618/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.836, Loss: 0.301 Epoch 18 Batch 619/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.837, Loss: 0.306 Epoch 18 Batch 620/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.837, Loss: 0.288 Epoch 18 Batch 621/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.837, Loss: 0.320 Epoch 18 Batch 622/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.310 Epoch 18 Batch 623/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.836, Loss: 0.312 Epoch 18 Batch 624/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.835, Loss: 0.290 Epoch 18 Batch 625/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.287 Epoch 18 Batch 626/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.838, Loss: 0.261 Epoch 18 Batch 627/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.850, Loss: 0.296 Epoch 18 Batch 628/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.842, Loss: 0.316 Epoch 18 Batch 629/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.842, Loss: 0.313 Epoch 18 Batch 630/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.839, Loss: 0.319 Epoch 18 Batch 631/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.839, Loss: 0.307 Epoch 18 Batch 632/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.840, Loss: 0.280 Epoch 18 Batch 633/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.840, Loss: 0.308 Epoch 18 Batch 634/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.839, Loss: 0.277 Epoch 18 Batch 635/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.839, Loss: 0.329 Epoch 18 Batch 636/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.836, Loss: 0.301 Epoch 18 Batch 637/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.836, Loss: 0.294 Epoch 18 Batch 638/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.295 Epoch 18 Batch 639/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.827, Loss: 0.329 Epoch 18 Batch 640/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.825, Loss: 0.265 Epoch 18 Batch 641/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.831, Loss: 0.293 Epoch 18 Batch 642/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.835, Loss: 0.305 Epoch 18 Batch 643/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.276 Epoch 18 Batch 644/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.833, Loss: 0.300 Epoch 18 Batch 645/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.820, Loss: 0.293 Epoch 18 Batch 646/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.821, Loss: 0.297 Epoch 18 Batch 647/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.296 Epoch 18 Batch 648/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.825, Loss: 0.301 Epoch 18 Batch 649/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.826, Loss: 0.305 Epoch 18 Batch 650/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.825, Loss: 0.299 Epoch 18 Batch 651/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.832, Loss: 0.292 Epoch 18 Batch 652/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.325 Epoch 18 Batch 653/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.833, Loss: 0.332 Epoch 18 Batch 654/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.834, Loss: 0.298 Epoch 18 Batch 655/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.830, Loss: 0.313 Epoch 18 Batch 656/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.826, Loss: 0.303 Epoch 18 Batch 657/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.330 Epoch 18 Batch 658/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.829, Loss: 0.294 Epoch 18 Batch 659/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.822, Loss: 0.314 Epoch 18 Batch 660/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.327 Epoch 18 Batch 661/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.817, Loss: 0.284 Epoch 18 Batch 662/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.817, Loss: 0.273 Epoch 18 Batch 663/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.828, Loss: 0.276 Epoch 18 Batch 664/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.831, Loss: 0.290 Epoch 18 Batch 665/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.831, Loss: 0.298 Epoch 18 Batch 666/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.833, Loss: 0.311 Epoch 18 Batch 667/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.832, Loss: 0.336 Epoch 18 Batch 668/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.833, Loss: 0.293 Epoch 18 Batch 669/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.297 Epoch 18 Batch 670/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.826, Loss: 0.274 Epoch 18 Batch 671/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.338 Epoch 18 Batch 672/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.825, Loss: 0.287 Epoch 18 Batch 673/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.830, Loss: 0.289 Epoch 18 Batch 674/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.825, Loss: 0.293 Epoch 18 Batch 675/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.828, Loss: 0.324 Epoch 18 Batch 676/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.300 Epoch 18 Batch 677/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.822, Loss: 0.311 Epoch 18 Batch 678/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.827, Loss: 0.282 Epoch 18 Batch 679/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.311 Epoch 18 Batch 680/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.821, Loss: 0.299 Epoch 18 Batch 681/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.819, Loss: 0.322 Epoch 18 Batch 682/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.819, Loss: 0.305 Epoch 18 Batch 683/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.823, Loss: 0.301 Epoch 18 Batch 684/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.300 Epoch 18 Batch 685/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.835, Loss: 0.333 Epoch 18 Batch 686/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.836, Loss: 0.284 Epoch 18 Batch 687/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.834, Loss: 0.322 Epoch 18 Batch 688/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.825, Loss: 0.303 Epoch 18 Batch 689/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.821, Loss: 0.277 Epoch 18 Batch 690/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.822, Loss: 0.281 Epoch 18 Batch 691/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.324 Epoch 18 Batch 692/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.829, Loss: 0.274 Epoch 18 Batch 693/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.830, Loss: 0.329 Epoch 18 Batch 694/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.833, Loss: 0.292 Epoch 18 Batch 695/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.271 Epoch 18 Batch 696/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.841, Loss: 0.333 Epoch 18 Batch 697/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.841, Loss: 0.296 Epoch 18 Batch 698/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.841, Loss: 0.295 Epoch 18 Batch 699/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.840, Loss: 0.291 Epoch 18 Batch 700/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.836, Loss: 0.286 Epoch 18 Batch 701/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.836, Loss: 0.304 Epoch 18 Batch 702/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.833, Loss: 0.316 Epoch 18 Batch 703/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.835, Loss: 0.320 Epoch 18 Batch 704/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.832, Loss: 0.320 Epoch 18 Batch 705/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.833, Loss: 0.324 Epoch 18 Batch 706/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.839, Loss: 0.310 Epoch 18 Batch 707/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.838, Loss: 0.297 Epoch 18 Batch 708/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.833, Loss: 0.305 Epoch 18 Batch 709/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.829, Loss: 0.333 Epoch 18 Batch 710/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.834, Loss: 0.286 Epoch 18 Batch 711/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.831, Loss: 0.340 Epoch 18 Batch 712/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.831, Loss: 0.314 Epoch 18 Batch 713/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.831, Loss: 0.263 Epoch 18 Batch 714/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.837, Loss: 0.293 Epoch 18 Batch 715/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.837, Loss: 0.330 Epoch 18 Batch 716/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.838, Loss: 0.263 Epoch 18 Batch 717/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.830, Loss: 0.300 Epoch 18 Batch 718/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.831, Loss: 0.305 Epoch 18 Batch 719/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.830, Loss: 0.277 Epoch 18 Batch 720/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.326 Epoch 18 Batch 721/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.829, Loss: 0.305 Epoch 18 Batch 722/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.826, Loss: 0.303 Epoch 18 Batch 723/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.828, Loss: 0.305 Epoch 18 Batch 724/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.335 Epoch 18 Batch 725/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.822, Loss: 0.276 Epoch 18 Batch 726/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.824, Loss: 0.307 Epoch 18 Batch 727/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.827, Loss: 0.288 Epoch 18 Batch 728/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.831, Loss: 0.301 Epoch 18 Batch 729/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.830, Loss: 0.343 Epoch 18 Batch 730/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.828, Loss: 0.310 Epoch 18 Batch 731/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.826, Loss: 0.300 Epoch 18 Batch 732/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.312 Epoch 18 Batch 733/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.334 Epoch 18 Batch 734/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.827, Loss: 0.317 Epoch 18 Batch 735/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.825, Loss: 0.294 Epoch 18 Batch 736/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.824, Loss: 0.273 Epoch 18 Batch 737/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.826, Loss: 0.327 Epoch 18 Batch 738/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.824, Loss: 0.267 Epoch 18 Batch 739/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.820, Loss: 0.292 Epoch 18 Batch 740/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.294 Epoch 18 Batch 741/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.824, Loss: 0.305 Epoch 18 Batch 742/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.301 Epoch 18 Batch 743/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.827, Loss: 0.300 Epoch 18 Batch 744/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.828, Loss: 0.273 Epoch 18 Batch 745/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.834, Loss: 0.295 Epoch 18 Batch 746/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.836, Loss: 0.297 Epoch 18 Batch 747/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.835, Loss: 0.273 Epoch 18 Batch 748/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.839, Loss: 0.305 Epoch 18 Batch 749/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.843, Loss: 0.303 Epoch 18 Batch 750/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.844, Loss: 0.304 Epoch 18 Batch 751/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.844, Loss: 0.294 Epoch 18 Batch 752/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.841, Loss: 0.279 Epoch 18 Batch 753/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.841, Loss: 0.298 Epoch 18 Batch 754/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.841, Loss: 0.330 Epoch 18 Batch 755/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.842, Loss: 0.295 Epoch 18 Batch 756/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.842, Loss: 0.288 Epoch 18 Batch 757/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.846, Loss: 0.301 Epoch 18 Batch 758/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.840, Loss: 0.274 Epoch 18 Batch 759/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.282 Epoch 18 Batch 760/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.836, Loss: 0.314 Epoch 18 Batch 761/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.833, Loss: 0.306 Epoch 18 Batch 762/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.832, Loss: 0.300 Epoch 18 Batch 763/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.831, Loss: 0.287 Epoch 18 Batch 764/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.301 Epoch 18 Batch 765/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.838, Loss: 0.279 Epoch 18 Batch 766/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.841, Loss: 0.329 Epoch 18 Batch 767/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.842, Loss: 0.287 Epoch 18 Batch 768/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.838, Loss: 0.299 Epoch 18 Batch 769/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.839, Loss: 0.295 Epoch 18 Batch 770/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.835, Loss: 0.270 Epoch 18 Batch 771/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.832, Loss: 0.309 Epoch 18 Batch 772/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.836, Loss: 0.277 Epoch 18 Batch 773/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.829, Loss: 0.271 Epoch 18 Batch 774/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.827, Loss: 0.315 Epoch 18 Batch 775/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.830, Loss: 0.291 Epoch 18 Batch 776/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.835, Loss: 0.280 Epoch 18 Batch 777/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.835, Loss: 0.307 Epoch 18 Batch 778/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.835, Loss: 0.285 Epoch 18 Batch 779/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.840, Loss: 0.308 Epoch 18 Batch 780/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.836, Loss: 0.325 Epoch 18 Batch 781/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.835, Loss: 0.273 Epoch 18 Batch 782/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.835, Loss: 0.294 Epoch 18 Batch 783/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.306 Epoch 18 Batch 784/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.829, Loss: 0.287 Epoch 18 Batch 785/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.823, Loss: 0.296 Epoch 18 Batch 786/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.818, Loss: 0.294 Epoch 18 Batch 787/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.825, Loss: 0.268 Epoch 18 Batch 788/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.829, Loss: 0.276 Epoch 18 Batch 789/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.831, Loss: 0.303 Epoch 18 Batch 790/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.826, Loss: 0.326 Epoch 18 Batch 791/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.318 Epoch 18 Batch 792/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.826, Loss: 0.302 Epoch 18 Batch 793/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.825, Loss: 0.304 Epoch 18 Batch 794/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.819, Loss: 0.281 Epoch 18 Batch 795/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.818, Loss: 0.320 Epoch 18 Batch 796/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.823, Loss: 0.303 Epoch 18 Batch 797/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.824, Loss: 0.314 Epoch 18 Batch 798/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.836, Loss: 0.302 Epoch 18 Batch 799/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.823, Loss: 0.350 Epoch 18 Batch 800/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.827, Loss: 0.305 Epoch 18 Batch 801/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.831, Loss: 0.303 Epoch 18 Batch 802/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.829, Loss: 0.309 Epoch 18 Batch 803/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.828, Loss: 0.314 Epoch 18 Batch 804/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.829, Loss: 0.289 Epoch 18 Batch 805/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.827, Loss: 0.308 Epoch 18 Batch 806/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.816, Loss: 0.297 Epoch 18 Batch 807/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.822, Loss: 0.291 Epoch 18 Batch 808/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.819, Loss: 0.318 Epoch 18 Batch 809/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.820, Loss: 0.336 Epoch 18 Batch 810/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.288 Epoch 18 Batch 811/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.820, Loss: 0.277 Epoch 18 Batch 812/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.817, Loss: 0.302 Epoch 18 Batch 813/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.305 Epoch 18 Batch 814/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.309 Epoch 18 Batch 815/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.828, Loss: 0.308 Epoch 18 Batch 816/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.824, Loss: 0.312 Epoch 18 Batch 817/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.821, Loss: 0.318 Epoch 18 Batch 818/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.826, Loss: 0.315 Epoch 18 Batch 819/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.826, Loss: 0.294 Epoch 18 Batch 820/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.829, Loss: 0.311 Epoch 18 Batch 821/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.823, Loss: 0.312 Epoch 18 Batch 822/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.823, Loss: 0.296 Epoch 18 Batch 823/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.824, Loss: 0.300 Epoch 18 Batch 824/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.822, Loss: 0.271 Epoch 18 Batch 825/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.815, Loss: 0.310 Epoch 18 Batch 826/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.279 Epoch 18 Batch 827/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.825, Loss: 0.339 Epoch 18 Batch 828/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.824, Loss: 0.291 Epoch 18 Batch 829/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.321 Epoch 18 Batch 830/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.830, Loss: 0.309 Epoch 18 Batch 831/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.830, Loss: 0.316 Epoch 18 Batch 832/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.832, Loss: 0.308 Epoch 18 Batch 833/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.832, Loss: 0.300 Epoch 18 Batch 834/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.827, Loss: 0.300 Epoch 18 Batch 835/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.829, Loss: 0.315 Epoch 18 Batch 836/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.830, Loss: 0.282 Epoch 18 Batch 837/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.834, Loss: 0.334 Epoch 18 Batch 838/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.833, Loss: 0.281 Epoch 18 Batch 839/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.299 Epoch 18 Batch 840/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.832, Loss: 0.285 Epoch 18 Batch 841/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.831, Loss: 0.295 Epoch 18 Batch 842/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.831, Loss: 0.286 Epoch 18 Batch 843/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.831, Loss: 0.297 Epoch 18 Batch 844/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.831, Loss: 0.279 Epoch 18 Batch 845/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.830, Loss: 0.284 Epoch 18 Batch 846/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.827, Loss: 0.310 Epoch 18 Batch 847/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.827, Loss: 0.324 Epoch 18 Batch 848/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.821, Loss: 0.285 Epoch 18 Batch 849/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.822, Loss: 0.291 Epoch 18 Batch 850/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.327 Epoch 18 Batch 851/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.818, Loss: 0.293 Epoch 18 Batch 852/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.317 Epoch 18 Batch 853/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.830, Loss: 0.287 Epoch 18 Batch 854/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.823, Loss: 0.310 Epoch 18 Batch 855/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.827, Loss: 0.308 Epoch 18 Batch 856/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.309 Epoch 18 Batch 857/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.285 Epoch 18 Batch 858/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.289 Epoch 18 Batch 859/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.831, Loss: 0.315 Epoch 18 Batch 860/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.828, Loss: 0.278 Epoch 18 Batch 861/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.824, Loss: 0.294 Epoch 18 Batch 862/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.831, Loss: 0.321 Epoch 18 Batch 863/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.831, Loss: 0.290 Epoch 18 Batch 864/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.839, Loss: 0.291 Epoch 18 Batch 865/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.839, Loss: 0.284 Epoch 18 Batch 866/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.836, Loss: 0.306 Epoch 18 Batch 867/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.839, Loss: 0.342 Epoch 18 Batch 868/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.835, Loss: 0.308 Epoch 18 Batch 869/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.835, Loss: 0.318 Epoch 18 Batch 870/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.831, Loss: 0.331 Epoch 18 Batch 871/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.828, Loss: 0.283 Epoch 18 Batch 872/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.826, Loss: 0.286 Epoch 18 Batch 873/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.825, Loss: 0.303 Epoch 18 Batch 874/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.823, Loss: 0.309 Epoch 18 Batch 875/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.823, Loss: 0.313 Epoch 18 Batch 876/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.820, Loss: 0.294 Epoch 18 Batch 877/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.820, Loss: 0.281 Epoch 18 Batch 878/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.821, Loss: 0.309 Epoch 18 Batch 879/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.820, Loss: 0.279 Epoch 18 Batch 880/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.821, Loss: 0.305 Epoch 18 Batch 881/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.305 Epoch 18 Batch 882/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.836, Loss: 0.339 Epoch 18 Batch 883/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.838, Loss: 0.332 Epoch 18 Batch 884/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.833, Loss: 0.285 Epoch 18 Batch 885/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.831, Loss: 0.251 Epoch 18 Batch 886/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.321 Epoch 18 Batch 887/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.827, Loss: 0.295 Epoch 18 Batch 888/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.827, Loss: 0.287 Epoch 18 Batch 889/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.827, Loss: 0.320 Epoch 18 Batch 890/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.825, Loss: 0.287 Epoch 18 Batch 891/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.830, Loss: 0.304 Epoch 18 Batch 892/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.829, Loss: 0.274 Epoch 18 Batch 893/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.285 Epoch 18 Batch 894/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.835, Loss: 0.283 Epoch 18 Batch 895/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.830, Loss: 0.303 Epoch 18 Batch 896/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.312 Epoch 18 Batch 897/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.836, Loss: 0.264 Epoch 18 Batch 898/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.835, Loss: 0.282 Epoch 18 Batch 899/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.829, Loss: 0.311 Epoch 18 Batch 900/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.829, Loss: 0.328 Epoch 18 Batch 901/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.833, Loss: 0.302 Epoch 18 Batch 902/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.832, Loss: 0.291 Epoch 18 Batch 903/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.833, Loss: 0.284 Epoch 18 Batch 904/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.833, Loss: 0.296 Epoch 18 Batch 905/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.836, Loss: 0.300 Epoch 18 Batch 906/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.832, Loss: 0.275 Epoch 18 Batch 907/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.836, Loss: 0.303 Epoch 18 Batch 908/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.826, Loss: 0.316 Epoch 18 Batch 909/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.835, Loss: 0.294 Epoch 18 Batch 910/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.838, Loss: 0.286 Epoch 18 Batch 911/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.840, Loss: 0.273 Epoch 18 Batch 912/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.843, Loss: 0.318 Epoch 18 Batch 913/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.338 Epoch 18 Batch 914/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.842, Loss: 0.293 Epoch 18 Batch 915/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.840, Loss: 0.330 Epoch 18 Batch 916/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.842, Loss: 0.311 Epoch 18 Batch 917/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.844, Loss: 0.317 Epoch 18 Batch 918/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.845, Loss: 0.265 Epoch 18 Batch 919/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.842, Loss: 0.283 Epoch 18 Batch 920/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.841, Loss: 0.322 Epoch 18 Batch 921/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.835, Loss: 0.317 Epoch 18 Batch 922/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.836, Loss: 0.297 Epoch 18 Batch 923/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.836, Loss: 0.309 Epoch 18 Batch 924/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.838, Loss: 0.337 Epoch 18 Batch 925/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.284 Epoch 18 Batch 926/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.836, Loss: 0.315 Epoch 18 Batch 927/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.838, Loss: 0.313 Epoch 18 Batch 928/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.837, Loss: 0.310 Epoch 18 Batch 929/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.837, Loss: 0.313 Epoch 18 Batch 930/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.838, Loss: 0.291 Epoch 18 Batch 931/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.835, Loss: 0.284 Epoch 18 Batch 932/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.825, Loss: 0.295 Epoch 18 Batch 933/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.821, Loss: 0.304 Epoch 18 Batch 934/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.317 Epoch 18 Batch 935/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.822, Loss: 0.317 Epoch 18 Batch 936/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.827, Loss: 0.302 Epoch 18 Batch 937/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.315 Epoch 18 Batch 938/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.842, Loss: 0.320 Epoch 18 Batch 939/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.842, Loss: 0.321 Epoch 18 Batch 940/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.842, Loss: 0.298 Epoch 18 Batch 941/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.846, Loss: 0.283 Epoch 18 Batch 942/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.846, Loss: 0.296 Epoch 18 Batch 943/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.847, Loss: 0.304 Epoch 18 Batch 944/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.840, Loss: 0.285 Epoch 18 Batch 945/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.840, Loss: 0.303 Epoch 18 Batch 946/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.845, Loss: 0.288 Epoch 18 Batch 947/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.845, Loss: 0.321 Epoch 18 Batch 948/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.842, Loss: 0.306 Epoch 18 Batch 949/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.846, Loss: 0.278 Epoch 18 Batch 950/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.838, Loss: 0.275 Epoch 18 Batch 951/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.830, Loss: 0.296 Epoch 18 Batch 952/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.825, Loss: 0.296 Epoch 18 Batch 953/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.823, Loss: 0.292 Epoch 18 Batch 954/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.296 Epoch 18 Batch 955/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.297 Epoch 18 Batch 956/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.823, Loss: 0.308 Epoch 18 Batch 957/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.823, Loss: 0.293 Epoch 18 Batch 958/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.300 Epoch 18 Batch 959/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.821, Loss: 0.295 Epoch 18 Batch 960/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.825, Loss: 0.300 Epoch 18 Batch 961/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.822, Loss: 0.331 Epoch 18 Batch 962/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.826, Loss: 0.298 Epoch 18 Batch 963/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.830, Loss: 0.330 Epoch 18 Batch 964/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.830, Loss: 0.291 Epoch 18 Batch 965/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.833, Loss: 0.328 Epoch 18 Batch 966/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.829, Loss: 0.257 Epoch 18 Batch 967/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.830, Loss: 0.292 Epoch 18 Batch 968/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.830, Loss: 0.331 Epoch 18 Batch 969/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.831, Loss: 0.316 Epoch 18 Batch 970/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.831, Loss: 0.333 Epoch 18 Batch 971/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.832, Loss: 0.288 Epoch 18 Batch 972/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.290 Epoch 18 Batch 973/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.831, Loss: 0.262 Epoch 18 Batch 974/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.836, Loss: 0.296 Epoch 18 Batch 975/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.838, Loss: 0.291 Epoch 18 Batch 976/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.836, Loss: 0.274 Epoch 18 Batch 977/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.835, Loss: 0.267 Epoch 18 Batch 978/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.839, Loss: 0.307 Epoch 18 Batch 979/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.842, Loss: 0.315 Epoch 18 Batch 980/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.838, Loss: 0.307 Epoch 18 Batch 981/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.837, Loss: 0.311 Epoch 18 Batch 982/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.836, Loss: 0.306 Epoch 18 Batch 983/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.833, Loss: 0.308 Epoch 18 Batch 984/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.838, Loss: 0.329 Epoch 18 Batch 985/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.839, Loss: 0.294 Epoch 18 Batch 986/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.843, Loss: 0.311 Epoch 18 Batch 987/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.271 Epoch 18 Batch 988/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.843, Loss: 0.306 Epoch 18 Batch 989/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.847, Loss: 0.309 Epoch 18 Batch 990/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.847, Loss: 0.311 Epoch 18 Batch 991/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.842, Loss: 0.324 Epoch 18 Batch 992/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.841, Loss: 0.299 Epoch 18 Batch 993/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.840, Loss: 0.270 Epoch 18 Batch 994/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.841, Loss: 0.306 Epoch 18 Batch 995/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.842, Loss: 0.281 Epoch 18 Batch 996/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.843, Loss: 0.303 Epoch 18 Batch 997/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.843, Loss: 0.293 Epoch 18 Batch 998/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.840, Loss: 0.310 Epoch 18 Batch 999/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.836, Loss: 0.292 Epoch 18 Batch 1000/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.841, Loss: 0.283 Epoch 18 Batch 1001/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.840, Loss: 0.271 Epoch 18 Batch 1002/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.839, Loss: 0.288 Epoch 18 Batch 1003/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.835, Loss: 0.304 Epoch 18 Batch 1004/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.838, Loss: 0.307 Epoch 18 Batch 1005/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.839, Loss: 0.300 Epoch 18 Batch 1006/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.836, Loss: 0.272 Epoch 18 Batch 1007/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.836, Loss: 0.280 Epoch 18 Batch 1008/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.837, Loss: 0.308 Epoch 18 Batch 1009/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.833, Loss: 0.270 Epoch 18 Batch 1010/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.835, Loss: 0.309 Epoch 18 Batch 1011/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.835, Loss: 0.298 Epoch 18 Batch 1012/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.277 Epoch 18 Batch 1013/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.841, Loss: 0.278 Epoch 18 Batch 1014/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.840, Loss: 0.328 Epoch 18 Batch 1015/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.328 Epoch 18 Batch 1016/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.831, Loss: 0.310 Epoch 18 Batch 1017/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.826, Loss: 0.303 Epoch 18 Batch 1018/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.285 Epoch 18 Batch 1019/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.340 Epoch 18 Batch 1020/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.822, Loss: 0.292 Epoch 18 Batch 1021/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.831, Loss: 0.283 Epoch 18 Batch 1022/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.831, Loss: 0.288 Epoch 18 Batch 1023/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.831, Loss: 0.273 Epoch 18 Batch 1024/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.827, Loss: 0.332 Epoch 18 Batch 1025/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.830, Loss: 0.307 Epoch 18 Batch 1026/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.832, Loss: 0.286 Epoch 18 Batch 1027/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.832, Loss: 0.318 Epoch 18 Batch 1028/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.833, Loss: 0.299 Epoch 18 Batch 1029/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.828, Loss: 0.286 Epoch 18 Batch 1030/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.827, Loss: 0.288 Epoch 18 Batch 1031/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.832, Loss: 0.312 Epoch 18 Batch 1032/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.313 Epoch 18 Batch 1033/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.830, Loss: 0.282 Epoch 18 Batch 1034/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.836, Loss: 0.299 Epoch 18 Batch 1035/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.839, Loss: 0.273 Epoch 18 Batch 1036/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.310 Epoch 18 Batch 1037/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.841, Loss: 0.315 Epoch 18 Batch 1038/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.842, Loss: 0.303 Epoch 18 Batch 1039/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.845, Loss: 0.289 Epoch 18 Batch 1040/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.846, Loss: 0.316 Epoch 18 Batch 1041/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.846, Loss: 0.313 Epoch 18 Batch 1042/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.837, Loss: 0.304 Epoch 18 Batch 1043/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.835, Loss: 0.300 Epoch 18 Batch 1044/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.299 Epoch 18 Batch 1045/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.825, Loss: 0.306 Epoch 18 Batch 1046/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.831, Loss: 0.272 Epoch 18 Batch 1047/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.844, Loss: 0.292 Epoch 18 Batch 1048/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.844, Loss: 0.300 Epoch 18 Batch 1049/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.841, Loss: 0.331 Epoch 18 Batch 1050/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.300 Epoch 18 Batch 1051/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.841, Loss: 0.303 Epoch 18 Batch 1052/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.284 Epoch 18 Batch 1053/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.294 Epoch 18 Batch 1054/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.836, Loss: 0.295 Epoch 18 Batch 1055/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.830, Loss: 0.285 Epoch 18 Batch 1056/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.830, Loss: 0.283 Epoch 18 Batch 1057/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.825, Loss: 0.319 Epoch 18 Batch 1058/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.832, Loss: 0.327 Epoch 18 Batch 1059/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.835, Loss: 0.339 Epoch 18 Batch 1060/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.834, Loss: 0.270 Epoch 18 Batch 1061/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.833, Loss: 0.324 Epoch 18 Batch 1062/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.834, Loss: 0.312 Epoch 18 Batch 1063/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.832, Loss: 0.288 Epoch 18 Batch 1064/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.837, Loss: 0.302 Epoch 18 Batch 1065/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.837, Loss: 0.296 Epoch 18 Batch 1066/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.832, Loss: 0.286 Epoch 18 Batch 1067/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.838, Loss: 0.309 Epoch 18 Batch 1068/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.844, Loss: 0.287 Epoch 18 Batch 1069/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.844, Loss: 0.280 Epoch 18 Batch 1070/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.850, Loss: 0.310 Epoch 18 Batch 1071/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.853, Loss: 0.290 Epoch 18 Batch 1072/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.853, Loss: 0.286 Epoch 18 Batch 1073/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.853, Loss: 0.327 Epoch 18 Batch 1074/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.854, Loss: 0.323 Epoch 18 Batch 1075/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.850, Loss: 0.335 Epoch 19 Batch 0/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.845, Loss: 0.275 Epoch 19 Batch 1/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.832, Loss: 0.294 Epoch 19 Batch 2/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.835, Loss: 0.301 Epoch 19 Batch 3/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.834, Loss: 0.304 Epoch 19 Batch 4/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.825, Loss: 0.307 Epoch 19 Batch 5/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.830, Loss: 0.332 Epoch 19 Batch 6/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.829, Loss: 0.323 Epoch 19 Batch 7/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.826, Loss: 0.281 Epoch 19 Batch 8/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.833, Loss: 0.290 Epoch 19 Batch 9/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.830, Loss: 0.305 Epoch 19 Batch 10/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.830, Loss: 0.311 Epoch 19 Batch 11/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.826, Loss: 0.296 Epoch 19 Batch 12/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.831, Loss: 0.292 Epoch 19 Batch 13/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.828, Loss: 0.290 Epoch 19 Batch 14/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.826, Loss: 0.275 Epoch 19 Batch 15/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.826, Loss: 0.283 Epoch 19 Batch 16/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.826, Loss: 0.303 Epoch 19 Batch 17/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.828, Loss: 0.295 Epoch 19 Batch 18/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.832, Loss: 0.296 Epoch 19 Batch 19/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.831, Loss: 0.307 Epoch 19 Batch 20/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.826, Loss: 0.292 Epoch 19 Batch 21/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.819, Loss: 0.336 Epoch 19 Batch 22/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.814, Loss: 0.303 Epoch 19 Batch 23/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.826, Loss: 0.298 Epoch 19 Batch 24/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.826, Loss: 0.279 Epoch 19 Batch 25/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.832, Loss: 0.283 Epoch 19 Batch 26/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.834, Loss: 0.308 Epoch 19 Batch 27/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.272 Epoch 19 Batch 28/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.820, Loss: 0.308 Epoch 19 Batch 29/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.819, Loss: 0.296 Epoch 19 Batch 30/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.829, Loss: 0.289 Epoch 19 Batch 31/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.828, Loss: 0.293 Epoch 19 Batch 32/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.824, Loss: 0.262 Epoch 19 Batch 33/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.823, Loss: 0.288 Epoch 19 Batch 34/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.819, Loss: 0.316 Epoch 19 Batch 35/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.823, Loss: 0.299 Epoch 19 Batch 36/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.828, Loss: 0.281 Epoch 19 Batch 37/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.837, Loss: 0.312 Epoch 19 Batch 38/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.833, Loss: 0.333 Epoch 19 Batch 39/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.333 Epoch 19 Batch 40/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.832, Loss: 0.291 Epoch 19 Batch 41/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.833, Loss: 0.305 Epoch 19 Batch 42/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.838, Loss: 0.320 Epoch 19 Batch 43/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.830, Loss: 0.289 Epoch 19 Batch 44/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.833, Loss: 0.301 Epoch 19 Batch 45/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.833, Loss: 0.290 Epoch 19 Batch 46/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.837, Loss: 0.320 Epoch 19 Batch 47/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.828, Loss: 0.298 Epoch 19 Batch 48/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.364 Epoch 19 Batch 49/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.292 Epoch 19 Batch 50/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.831, Loss: 0.300 Epoch 19 Batch 51/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.829, Loss: 0.283 Epoch 19 Batch 52/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.833, Loss: 0.289 Epoch 19 Batch 53/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.833, Loss: 0.300 Epoch 19 Batch 54/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.833, Loss: 0.335 Epoch 19 Batch 55/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.835, Loss: 0.298 Epoch 19 Batch 56/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.835, Loss: 0.294 Epoch 19 Batch 57/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.840, Loss: 0.283 Epoch 19 Batch 58/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.841, Loss: 0.283 Epoch 19 Batch 59/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.299 Epoch 19 Batch 60/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.844, Loss: 0.292 Epoch 19 Batch 61/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.837, Loss: 0.330 Epoch 19 Batch 62/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.842, Loss: 0.322 Epoch 19 Batch 63/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.837, Loss: 0.269 Epoch 19 Batch 64/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.837, Loss: 0.293 Epoch 19 Batch 65/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.836, Loss: 0.298 Epoch 19 Batch 66/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.841, Loss: 0.270 Epoch 19 Batch 67/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.839, Loss: 0.301 Epoch 19 Batch 68/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.833, Loss: 0.311 Epoch 19 Batch 69/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.839, Loss: 0.324 Epoch 19 Batch 70/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.835, Loss: 0.318 Epoch 19 Batch 71/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.835, Loss: 0.287 Epoch 19 Batch 72/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.838, Loss: 0.308 Epoch 19 Batch 73/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.838, Loss: 0.310 Epoch 19 Batch 74/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.839, Loss: 0.264 Epoch 19 Batch 75/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.838, Loss: 0.324 Epoch 19 Batch 76/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.834, Loss: 0.271 Epoch 19 Batch 77/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.842, Loss: 0.306 Epoch 19 Batch 78/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.845, Loss: 0.310 Epoch 19 Batch 79/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.848, Loss: 0.310 Epoch 19 Batch 80/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.845, Loss: 0.311 Epoch 19 Batch 81/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.845, Loss: 0.293 Epoch 19 Batch 82/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.845, Loss: 0.283 Epoch 19 Batch 83/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.844, Loss: 0.317 Epoch 19 Batch 84/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.848, Loss: 0.306 Epoch 19 Batch 85/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.850, Loss: 0.291 Epoch 19 Batch 86/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.846, Loss: 0.304 Epoch 19 Batch 87/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.845, Loss: 0.328 Epoch 19 Batch 88/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.845, Loss: 0.329 Epoch 19 Batch 89/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.851, Loss: 0.303 Epoch 19 Batch 90/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.846, Loss: 0.311 Epoch 19 Batch 91/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.847, Loss: 0.265 Epoch 19 Batch 92/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.850, Loss: 0.308 Epoch 19 Batch 93/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.846, Loss: 0.310 Epoch 19 Batch 94/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.846, Loss: 0.272 Epoch 19 Batch 95/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.842, Loss: 0.319 Epoch 19 Batch 96/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.847, Loss: 0.310 Epoch 19 Batch 97/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.852, Loss: 0.291 Epoch 19 Batch 98/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.850, Loss: 0.283 Epoch 19 Batch 99/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.849, Loss: 0.314 Epoch 19 Batch 100/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.845, Loss: 0.293 Epoch 19 Batch 101/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.850, Loss: 0.304 Epoch 19 Batch 102/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.849, Loss: 0.269 Epoch 19 Batch 103/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.848, Loss: 0.343 Epoch 19 Batch 104/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.836, Loss: 0.300 Epoch 19 Batch 105/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.836, Loss: 0.286 Epoch 19 Batch 106/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.829, Loss: 0.330 Epoch 19 Batch 107/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.841, Loss: 0.289 Epoch 19 Batch 108/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.843, Loss: 0.266 Epoch 19 Batch 109/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.839, Loss: 0.293 Epoch 19 Batch 110/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.839, Loss: 0.273 Epoch 19 Batch 111/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.835, Loss: 0.312 Epoch 19 Batch 112/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.839, Loss: 0.307 Epoch 19 Batch 113/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.839, Loss: 0.327 Epoch 19 Batch 114/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.291 Epoch 19 Batch 115/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.835, Loss: 0.335 Epoch 19 Batch 116/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.836, Loss: 0.333 Epoch 19 Batch 117/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.832, Loss: 0.309 Epoch 19 Batch 118/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.830, Loss: 0.314 Epoch 19 Batch 119/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.831, Loss: 0.297 Epoch 19 Batch 120/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.843, Loss: 0.331 Epoch 19 Batch 121/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.838, Loss: 0.309 Epoch 19 Batch 122/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.841, Loss: 0.291 Epoch 19 Batch 123/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.842, Loss: 0.272 Epoch 19 Batch 124/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.842, Loss: 0.320 Epoch 19 Batch 125/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.846, Loss: 0.313 Epoch 19 Batch 126/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.847, Loss: 0.272 Epoch 19 Batch 127/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.290 Epoch 19 Batch 128/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.848, Loss: 0.273 Epoch 19 Batch 129/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.838, Loss: 0.296 Epoch 19 Batch 130/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.835, Loss: 0.262 Epoch 19 Batch 131/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.284 Epoch 19 Batch 132/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.835, Loss: 0.315 Epoch 19 Batch 133/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.830, Loss: 0.287 Epoch 19 Batch 134/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.833, Loss: 0.284 Epoch 19 Batch 135/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.830, Loss: 0.279 Epoch 19 Batch 136/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.827, Loss: 0.298 Epoch 19 Batch 137/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.826, Loss: 0.275 Epoch 19 Batch 138/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.825, Loss: 0.300 Epoch 19 Batch 139/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.819, Loss: 0.285 Epoch 19 Batch 140/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.827, Loss: 0.311 Epoch 19 Batch 141/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.294 Epoch 19 Batch 142/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.818, Loss: 0.271 Epoch 19 Batch 143/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.821, Loss: 0.304 Epoch 19 Batch 144/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.820, Loss: 0.330 Epoch 19 Batch 145/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.819, Loss: 0.304 Epoch 19 Batch 146/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.826, Loss: 0.313 Epoch 19 Batch 147/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.828, Loss: 0.308 Epoch 19 Batch 148/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.830, Loss: 0.279 Epoch 19 Batch 149/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.838, Loss: 0.301 Epoch 19 Batch 150/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.846, Loss: 0.291 Epoch 19 Batch 151/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.843, Loss: 0.271 Epoch 19 Batch 152/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.843, Loss: 0.306 Epoch 19 Batch 153/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.841, Loss: 0.321 Epoch 19 Batch 154/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.841, Loss: 0.308 Epoch 19 Batch 155/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.839, Loss: 0.306 Epoch 19 Batch 156/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.837, Loss: 0.277 Epoch 19 Batch 157/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.837, Loss: 0.319 Epoch 19 Batch 158/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.839, Loss: 0.297 Epoch 19 Batch 159/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.837, Loss: 0.271 Epoch 19 Batch 160/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.831, Loss: 0.268 Epoch 19 Batch 161/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.298 Epoch 19 Batch 162/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.826, Loss: 0.334 Epoch 19 Batch 163/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.826, Loss: 0.324 Epoch 19 Batch 164/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.830, Loss: 0.314 Epoch 19 Batch 165/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.830, Loss: 0.282 Epoch 19 Batch 166/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.833, Loss: 0.289 Epoch 19 Batch 167/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.839, Loss: 0.285 Epoch 19 Batch 168/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.331 Epoch 19 Batch 169/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.841, Loss: 0.308 Epoch 19 Batch 170/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.837, Loss: 0.309 Epoch 19 Batch 171/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.841, Loss: 0.274 Epoch 19 Batch 172/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.840, Loss: 0.265 Epoch 19 Batch 173/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.838, Loss: 0.324 Epoch 19 Batch 174/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.839, Loss: 0.285 Epoch 19 Batch 175/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.839, Loss: 0.280 Epoch 19 Batch 176/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.834, Loss: 0.296 Epoch 19 Batch 177/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.839, Loss: 0.293 Epoch 19 Batch 178/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.838, Loss: 0.289 Epoch 19 Batch 179/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.836, Loss: 0.296 Epoch 19 Batch 180/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.832, Loss: 0.277 Epoch 19 Batch 181/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.830, Loss: 0.322 Epoch 19 Batch 182/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.835, Loss: 0.278 Epoch 19 Batch 183/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.830, Loss: 0.304 Epoch 19 Batch 184/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.833, Loss: 0.285 Epoch 19 Batch 185/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.833, Loss: 0.316 Epoch 19 Batch 186/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.835, Loss: 0.303 Epoch 19 Batch 187/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.287 Epoch 19 Batch 188/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.301 Epoch 19 Batch 189/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.837, Loss: 0.308 Epoch 19 Batch 190/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.837, Loss: 0.291 Epoch 19 Batch 191/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.835, Loss: 0.260 Epoch 19 Batch 192/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.835, Loss: 0.312 Epoch 19 Batch 193/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.836, Loss: 0.301 Epoch 19 Batch 194/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.836, Loss: 0.282 Epoch 19 Batch 195/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.835, Loss: 0.299 Epoch 19 Batch 196/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.835, Loss: 0.282 Epoch 19 Batch 197/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.837, Loss: 0.288 Epoch 19 Batch 198/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.841, Loss: 0.290 Epoch 19 Batch 199/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.841, Loss: 0.285 Epoch 19 Batch 200/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.289 Epoch 19 Batch 201/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.837, Loss: 0.263 Epoch 19 Batch 202/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.831, Loss: 0.299 Epoch 19 Batch 203/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.827, Loss: 0.289 Epoch 19 Batch 204/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.831, Loss: 0.342 Epoch 19 Batch 205/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.835, Loss: 0.336 Epoch 19 Batch 206/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.835, Loss: 0.290 Epoch 19 Batch 207/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.843, Loss: 0.271 Epoch 19 Batch 208/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.843, Loss: 0.321 Epoch 19 Batch 209/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.843, Loss: 0.260 Epoch 19 Batch 210/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.841, Loss: 0.295 Epoch 19 Batch 211/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.835, Loss: 0.296 Epoch 19 Batch 212/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.841, Loss: 0.274 Epoch 19 Batch 213/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.831, Loss: 0.269 Epoch 19 Batch 214/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.830, Loss: 0.298 Epoch 19 Batch 215/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.832, Loss: 0.318 Epoch 19 Batch 216/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.828, Loss: 0.318 Epoch 19 Batch 217/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.832, Loss: 0.266 Epoch 19 Batch 218/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.831, Loss: 0.332 Epoch 19 Batch 219/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.838, Loss: 0.296 Epoch 19 Batch 220/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.841, Loss: 0.311 Epoch 19 Batch 221/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.841, Loss: 0.305 Epoch 19 Batch 222/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.841, Loss: 0.318 Epoch 19 Batch 223/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.848, Loss: 0.265 Epoch 19 Batch 224/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.303 Epoch 19 Batch 225/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.845, Loss: 0.318 Epoch 19 Batch 226/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.847, Loss: 0.292 Epoch 19 Batch 227/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.849, Loss: 0.329 Epoch 19 Batch 228/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.277 Epoch 19 Batch 229/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.843, Loss: 0.306 Epoch 19 Batch 230/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.832, Loss: 0.264 Epoch 19 Batch 231/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.832, Loss: 0.328 Epoch 19 Batch 232/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.830, Loss: 0.303 Epoch 19 Batch 233/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.835, Loss: 0.335 Epoch 19 Batch 234/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.835, Loss: 0.311 Epoch 19 Batch 235/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.832, Loss: 0.270 Epoch 19 Batch 236/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.836, Loss: 0.296 Epoch 19 Batch 237/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.836, Loss: 0.265 Epoch 19 Batch 238/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.834, Loss: 0.285 Epoch 19 Batch 239/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.827, Loss: 0.274 Epoch 19 Batch 240/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.822, Loss: 0.273 Epoch 19 Batch 241/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.822, Loss: 0.266 Epoch 19 Batch 242/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.830, Loss: 0.279 Epoch 19 Batch 243/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.832, Loss: 0.305 Epoch 19 Batch 244/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.828, Loss: 0.301 Epoch 19 Batch 245/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.828, Loss: 0.267 Epoch 19 Batch 246/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.827, Loss: 0.290 Epoch 19 Batch 247/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.834, Loss: 0.286 Epoch 19 Batch 248/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.835, Loss: 0.281 Epoch 19 Batch 249/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.834, Loss: 0.299 Epoch 19 Batch 250/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.834, Loss: 0.270 Epoch 19 Batch 251/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.832, Loss: 0.285 Epoch 19 Batch 252/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.841, Loss: 0.287 Epoch 19 Batch 253/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.840, Loss: 0.292 Epoch 19 Batch 254/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.834, Loss: 0.306 Epoch 19 Batch 255/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.834, Loss: 0.286 Epoch 19 Batch 256/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.326 Epoch 19 Batch 257/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.834, Loss: 0.282 Epoch 19 Batch 258/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.285 Epoch 19 Batch 259/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.836, Loss: 0.281 Epoch 19 Batch 260/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.837, Loss: 0.281 Epoch 19 Batch 261/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.837, Loss: 0.290 Epoch 19 Batch 262/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.837, Loss: 0.276 Epoch 19 Batch 263/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.833, Loss: 0.276 Epoch 19 Batch 264/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.833, Loss: 0.300 Epoch 19 Batch 265/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.832, Loss: 0.294 Epoch 19 Batch 266/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.831, Loss: 0.281 Epoch 19 Batch 267/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.830, Loss: 0.265 Epoch 19 Batch 268/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.828, Loss: 0.318 Epoch 19 Batch 269/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.828, Loss: 0.313 Epoch 19 Batch 270/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.824, Loss: 0.320 Epoch 19 Batch 271/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.829, Loss: 0.276 Epoch 19 Batch 272/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.832, Loss: 0.346 Epoch 19 Batch 273/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.829, Loss: 0.280 Epoch 19 Batch 274/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.832, Loss: 0.298 Epoch 19 Batch 275/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.306 Epoch 19 Batch 276/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.338 Epoch 19 Batch 277/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.830, Loss: 0.250 Epoch 19 Batch 278/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.831, Loss: 0.318 Epoch 19 Batch 279/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.838, Loss: 0.342 Epoch 19 Batch 280/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.839, Loss: 0.307 Epoch 19 Batch 281/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.836, Loss: 0.292 Epoch 19 Batch 282/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.832, Loss: 0.333 Epoch 19 Batch 283/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.832, Loss: 0.308 Epoch 19 Batch 284/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.834, Loss: 0.322 Epoch 19 Batch 285/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.834, Loss: 0.298 Epoch 19 Batch 286/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.836, Loss: 0.268 Epoch 19 Batch 287/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.836, Loss: 0.317 Epoch 19 Batch 288/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.320 Epoch 19 Batch 289/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.834, Loss: 0.302 Epoch 19 Batch 290/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.819, Loss: 0.320 Epoch 19 Batch 291/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.821, Loss: 0.311 Epoch 19 Batch 292/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.819, Loss: 0.287 Epoch 19 Batch 293/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.822, Loss: 0.310 Epoch 19 Batch 294/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.822, Loss: 0.279 Epoch 19 Batch 295/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.824, Loss: 0.337 Epoch 19 Batch 296/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.827, Loss: 0.285 Epoch 19 Batch 297/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.828, Loss: 0.330 Epoch 19 Batch 298/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.334 Epoch 19 Batch 299/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.826, Loss: 0.283 Epoch 19 Batch 300/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.826, Loss: 0.284 Epoch 19 Batch 301/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.278 Epoch 19 Batch 302/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.828, Loss: 0.277 Epoch 19 Batch 303/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.822, Loss: 0.317 Epoch 19 Batch 304/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.820, Loss: 0.274 Epoch 19 Batch 305/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.821, Loss: 0.321 Epoch 19 Batch 306/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.820, Loss: 0.289 Epoch 19 Batch 307/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.819, Loss: 0.301 Epoch 19 Batch 308/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.816, Loss: 0.310 Epoch 19 Batch 309/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.814, Loss: 0.268 Epoch 19 Batch 310/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.813, Loss: 0.298 Epoch 19 Batch 311/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.815, Loss: 0.279 Epoch 19 Batch 312/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.821, Loss: 0.328 Epoch 19 Batch 313/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.831, Loss: 0.274 Epoch 19 Batch 314/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.830, Loss: 0.302 Epoch 19 Batch 315/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.828, Loss: 0.274 Epoch 19 Batch 316/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.830, Loss: 0.277 Epoch 19 Batch 317/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.818, Loss: 0.328 Epoch 19 Batch 318/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.823, Loss: 0.280 Epoch 19 Batch 319/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.823, Loss: 0.318 Epoch 19 Batch 320/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.826, Loss: 0.314 Epoch 19 Batch 321/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.822, Loss: 0.296 Epoch 19 Batch 322/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.822, Loss: 0.264 Epoch 19 Batch 323/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.836, Loss: 0.285 Epoch 19 Batch 324/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.281 Epoch 19 Batch 325/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.274 Epoch 19 Batch 326/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.837, Loss: 0.278 Epoch 19 Batch 327/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.838, Loss: 0.325 Epoch 19 Batch 328/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.838, Loss: 0.312 Epoch 19 Batch 329/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.839, Loss: 0.310 Epoch 19 Batch 330/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.840, Loss: 0.313 Epoch 19 Batch 331/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.836, Loss: 0.312 Epoch 19 Batch 332/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.830, Loss: 0.259 Epoch 19 Batch 333/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.830, Loss: 0.296 Epoch 19 Batch 334/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.825, Loss: 0.296 Epoch 19 Batch 335/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.825, Loss: 0.281 Epoch 19 Batch 336/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.826, Loss: 0.302 Epoch 19 Batch 337/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.822, Loss: 0.311 Epoch 19 Batch 338/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.819, Loss: 0.335 Epoch 19 Batch 339/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.821, Loss: 0.270 Epoch 19 Batch 340/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.826, Loss: 0.292 Epoch 19 Batch 341/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.319 Epoch 19 Batch 342/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.825, Loss: 0.281 Epoch 19 Batch 343/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.823, Loss: 0.280 Epoch 19 Batch 344/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.294 Epoch 19 Batch 345/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.826, Loss: 0.274 Epoch 19 Batch 346/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.289 Epoch 19 Batch 347/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.832, Loss: 0.272 Epoch 19 Batch 348/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.825, Loss: 0.281 Epoch 19 Batch 349/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.826, Loss: 0.290 Epoch 19 Batch 350/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.309 Epoch 19 Batch 351/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.836, Loss: 0.325 Epoch 19 Batch 352/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.831, Loss: 0.301 Epoch 19 Batch 353/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.826, Loss: 0.314 Epoch 19 Batch 354/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.320 Epoch 19 Batch 355/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.302 Epoch 19 Batch 356/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.833, Loss: 0.301 Epoch 19 Batch 357/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.834, Loss: 0.295 Epoch 19 Batch 358/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.835, Loss: 0.300 Epoch 19 Batch 359/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.832, Loss: 0.293 Epoch 19 Batch 360/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.837, Loss: 0.308 Epoch 19 Batch 361/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.837, Loss: 0.305 Epoch 19 Batch 362/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.297 Epoch 19 Batch 363/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.826, Loss: 0.307 Epoch 19 Batch 364/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.824, Loss: 0.331 Epoch 19 Batch 365/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.833, Loss: 0.272 Epoch 19 Batch 366/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.840, Loss: 0.290 Epoch 19 Batch 367/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.837, Loss: 0.252 Epoch 19 Batch 368/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.829, Loss: 0.302 Epoch 19 Batch 369/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.838, Loss: 0.285 Epoch 19 Batch 370/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.838, Loss: 0.287 Epoch 19 Batch 371/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.308 Epoch 19 Batch 372/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.838, Loss: 0.260 Epoch 19 Batch 373/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.832, Loss: 0.274 Epoch 19 Batch 374/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.831, Loss: 0.337 Epoch 19 Batch 375/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.837, Loss: 0.308 Epoch 19 Batch 376/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.832, Loss: 0.286 Epoch 19 Batch 377/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.833, Loss: 0.297 Epoch 19 Batch 378/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.834, Loss: 0.281 Epoch 19 Batch 379/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.830, Loss: 0.313 Epoch 19 Batch 380/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.817, Loss: 0.289 Epoch 19 Batch 381/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.817, Loss: 0.316 Epoch 19 Batch 382/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.817, Loss: 0.345 Epoch 19 Batch 383/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.818, Loss: 0.295 Epoch 19 Batch 384/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.817, Loss: 0.321 Epoch 19 Batch 385/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.815, Loss: 0.298 Epoch 19 Batch 386/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.819, Loss: 0.275 Epoch 19 Batch 387/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.822, Loss: 0.285 Epoch 19 Batch 388/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.293 Epoch 19 Batch 389/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.289 Epoch 19 Batch 390/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.831, Loss: 0.294 Epoch 19 Batch 391/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.835, Loss: 0.308 Epoch 19 Batch 392/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.838, Loss: 0.310 Epoch 19 Batch 393/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.842, Loss: 0.265 Epoch 19 Batch 394/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.834, Loss: 0.314 Epoch 19 Batch 395/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.834, Loss: 0.266 Epoch 19 Batch 396/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.837, Loss: 0.296 Epoch 19 Batch 397/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.834, Loss: 0.283 Epoch 19 Batch 398/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.833, Loss: 0.314 Epoch 19 Batch 399/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.833, Loss: 0.305 Epoch 19 Batch 400/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.313 Epoch 19 Batch 401/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.827, Loss: 0.287 Epoch 19 Batch 402/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.830, Loss: 0.304 Epoch 19 Batch 403/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.834, Loss: 0.319 Epoch 19 Batch 404/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.832, Loss: 0.261 Epoch 19 Batch 405/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.319 Epoch 19 Batch 406/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.828, Loss: 0.281 Epoch 19 Batch 407/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.824, Loss: 0.310 Epoch 19 Batch 408/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.298 Epoch 19 Batch 409/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.823, Loss: 0.324 Epoch 19 Batch 410/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.825, Loss: 0.327 Epoch 19 Batch 411/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.832, Loss: 0.293 Epoch 19 Batch 412/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.837, Loss: 0.282 Epoch 19 Batch 413/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.835, Loss: 0.284 Epoch 19 Batch 414/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.836, Loss: 0.306 Epoch 19 Batch 415/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.839, Loss: 0.297 Epoch 19 Batch 416/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.844, Loss: 0.296 Epoch 19 Batch 417/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.840, Loss: 0.346 Epoch 19 Batch 418/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.836, Loss: 0.291 Epoch 19 Batch 419/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.835, Loss: 0.268 Epoch 19 Batch 420/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.837, Loss: 0.299 Epoch 19 Batch 421/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.835, Loss: 0.313 Epoch 19 Batch 422/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.839, Loss: 0.286 Epoch 19 Batch 423/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.836, Loss: 0.316 Epoch 19 Batch 424/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.837, Loss: 0.305 Epoch 19 Batch 425/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.837, Loss: 0.269 Epoch 19 Batch 426/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.840, Loss: 0.309 Epoch 19 Batch 427/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.839, Loss: 0.285 Epoch 19 Batch 428/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.840, Loss: 0.304 Epoch 19 Batch 429/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.841, Loss: 0.286 Epoch 19 Batch 430/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.841, Loss: 0.293 Epoch 19 Batch 431/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.838, Loss: 0.292 Epoch 19 Batch 432/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.837, Loss: 0.300 Epoch 19 Batch 433/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.841, Loss: 0.302 Epoch 19 Batch 434/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.836, Loss: 0.285 Epoch 19 Batch 435/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.830, Loss: 0.307 Epoch 19 Batch 436/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.821, Loss: 0.294 Epoch 19 Batch 437/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.824, Loss: 0.289 Epoch 19 Batch 438/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.302 Epoch 19 Batch 439/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.318 Epoch 19 Batch 440/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.825, Loss: 0.314 Epoch 19 Batch 441/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.825, Loss: 0.267 Epoch 19 Batch 442/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.294 Epoch 19 Batch 443/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.819, Loss: 0.284 Epoch 19 Batch 444/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.821, Loss: 0.287 Epoch 19 Batch 445/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.820, Loss: 0.310 Epoch 19 Batch 446/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.825, Loss: 0.250 Epoch 19 Batch 447/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.823, Loss: 0.307 Epoch 19 Batch 448/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.823, Loss: 0.307 Epoch 19 Batch 449/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.821, Loss: 0.331 Epoch 19 Batch 450/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.825, Loss: 0.301 Epoch 19 Batch 451/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.829, Loss: 0.288 Epoch 19 Batch 452/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.833, Loss: 0.303 Epoch 19 Batch 453/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.832, Loss: 0.272 Epoch 19 Batch 454/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.833, Loss: 0.320 Epoch 19 Batch 455/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.301 Epoch 19 Batch 456/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.303 Epoch 19 Batch 457/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.836, Loss: 0.267 Epoch 19 Batch 458/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.828, Loss: 0.299 Epoch 19 Batch 459/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.828, Loss: 0.275 Epoch 19 Batch 460/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.831, Loss: 0.308 Epoch 19 Batch 461/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.276 Epoch 19 Batch 462/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.831, Loss: 0.288 Epoch 19 Batch 463/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.834, Loss: 0.300 Epoch 19 Batch 464/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.837, Loss: 0.300 Epoch 19 Batch 465/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.318 Epoch 19 Batch 466/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.836, Loss: 0.275 Epoch 19 Batch 467/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.838, Loss: 0.290 Epoch 19 Batch 468/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.839, Loss: 0.306 Epoch 19 Batch 469/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.828, Loss: 0.289 Epoch 19 Batch 470/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.826, Loss: 0.313 Epoch 19 Batch 471/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.825, Loss: 0.285 Epoch 19 Batch 472/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.831, Loss: 0.274 Epoch 19 Batch 473/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.833, Loss: 0.317 Epoch 19 Batch 474/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.832, Loss: 0.300 Epoch 19 Batch 475/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.269 Epoch 19 Batch 476/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.832, Loss: 0.296 Epoch 19 Batch 477/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.828, Loss: 0.282 Epoch 19 Batch 478/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.303 Epoch 19 Batch 479/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.832, Loss: 0.314 Epoch 19 Batch 480/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.836, Loss: 0.308 Epoch 19 Batch 481/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.842, Loss: 0.284 Epoch 19 Batch 482/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.832, Loss: 0.311 Epoch 19 Batch 483/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.832, Loss: 0.313 Epoch 19 Batch 484/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.300 Epoch 19 Batch 485/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.301 Epoch 19 Batch 486/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.830, Loss: 0.280 Epoch 19 Batch 487/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.826, Loss: 0.289 Epoch 19 Batch 488/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.836, Loss: 0.292 Epoch 19 Batch 489/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.845, Loss: 0.286 Epoch 19 Batch 490/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.846, Loss: 0.291 Epoch 19 Batch 491/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.843, Loss: 0.319 Epoch 19 Batch 492/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.843, Loss: 0.314 Epoch 19 Batch 493/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.844, Loss: 0.266 Epoch 19 Batch 494/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.846, Loss: 0.280 Epoch 19 Batch 495/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.846, Loss: 0.293 Epoch 19 Batch 496/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.852, Loss: 0.315 Epoch 19 Batch 497/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.852, Loss: 0.310 Epoch 19 Batch 498/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.844, Loss: 0.280 Epoch 19 Batch 499/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.843, Loss: 0.281 Epoch 19 Batch 500/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.835, Loss: 0.284 Epoch 19 Batch 501/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.841, Loss: 0.298 Epoch 19 Batch 502/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.836, Loss: 0.284 Epoch 19 Batch 503/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.846, Loss: 0.284 Epoch 19 Batch 504/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.832, Loss: 0.293 Epoch 19 Batch 505/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.832, Loss: 0.264 Epoch 19 Batch 506/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.839, Loss: 0.286 Epoch 19 Batch 507/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.836, Loss: 0.297 Epoch 19 Batch 508/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.835, Loss: 0.275 Epoch 19 Batch 509/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.834, Loss: 0.316 Epoch 19 Batch 510/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.836, Loss: 0.290 Epoch 19 Batch 511/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.298 Epoch 19 Batch 512/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.830, Loss: 0.286 Epoch 19 Batch 513/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.828, Loss: 0.291 Epoch 19 Batch 514/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.828, Loss: 0.306 Epoch 19 Batch 515/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.830, Loss: 0.292 Epoch 19 Batch 516/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.835, Loss: 0.267 Epoch 19 Batch 517/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.838, Loss: 0.304 Epoch 19 Batch 518/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.839, Loss: 0.265 Epoch 19 Batch 519/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.840, Loss: 0.291 Epoch 19 Batch 520/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.839, Loss: 0.267 Epoch 19 Batch 521/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.839, Loss: 0.288 Epoch 19 Batch 522/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.839, Loss: 0.319 Epoch 19 Batch 523/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.833, Loss: 0.293 Epoch 19 Batch 524/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.835, Loss: 0.298 Epoch 19 Batch 525/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.828, Loss: 0.296 Epoch 19 Batch 526/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.833, Loss: 0.285 Epoch 19 Batch 527/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.833, Loss: 0.296 Epoch 19 Batch 528/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.834, Loss: 0.273 Epoch 19 Batch 529/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.298 Epoch 19 Batch 530/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.302 Epoch 19 Batch 531/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.271 Epoch 19 Batch 532/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.833, Loss: 0.327 Epoch 19 Batch 533/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.320 Epoch 19 Batch 534/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.833, Loss: 0.278 Epoch 19 Batch 535/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.833, Loss: 0.290 Epoch 19 Batch 536/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.832, Loss: 0.300 Epoch 19 Batch 537/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.837, Loss: 0.293 Epoch 19 Batch 538/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.847, Loss: 0.263 Epoch 19 Batch 539/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.848, Loss: 0.315 Epoch 19 Batch 540/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.846, Loss: 0.273 Epoch 19 Batch 541/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.845, Loss: 0.284 Epoch 19 Batch 542/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.849, Loss: 0.281 Epoch 19 Batch 543/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.850, Loss: 0.296 Epoch 19 Batch 544/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.852, Loss: 0.285 Epoch 19 Batch 545/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.852, Loss: 0.314 Epoch 19 Batch 546/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.854, Loss: 0.321 Epoch 19 Batch 547/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.851, Loss: 0.275 Epoch 19 Batch 548/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.850, Loss: 0.302 Epoch 19 Batch 549/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.849, Loss: 0.335 Epoch 19 Batch 550/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.854, Loss: 0.312 Epoch 19 Batch 551/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.853, Loss: 0.304 Epoch 19 Batch 552/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.851, Loss: 0.328 Epoch 19 Batch 553/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.850, Loss: 0.318 Epoch 19 Batch 554/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.850, Loss: 0.314 Epoch 19 Batch 555/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.846, Loss: 0.293 Epoch 19 Batch 556/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.836, Loss: 0.277 Epoch 19 Batch 557/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.831, Loss: 0.278 Epoch 19 Batch 558/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.838, Loss: 0.280 Epoch 19 Batch 559/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.842, Loss: 0.296 Epoch 19 Batch 560/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.832, Loss: 0.293 Epoch 19 Batch 561/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.823, Loss: 0.276 Epoch 19 Batch 562/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.825, Loss: 0.280 Epoch 19 Batch 563/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.321 Epoch 19 Batch 564/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.323 Epoch 19 Batch 565/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.825, Loss: 0.301 Epoch 19 Batch 566/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.825, Loss: 0.325 Epoch 19 Batch 567/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.822, Loss: 0.309 Epoch 19 Batch 568/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.821, Loss: 0.316 Epoch 19 Batch 569/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.821, Loss: 0.307 Epoch 19 Batch 570/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.822, Loss: 0.314 Epoch 19 Batch 571/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.822, Loss: 0.290 Epoch 19 Batch 572/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.826, Loss: 0.303 Epoch 19 Batch 573/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.824, Loss: 0.328 Epoch 19 Batch 574/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.824, Loss: 0.324 Epoch 19 Batch 575/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.833, Loss: 0.298 Epoch 19 Batch 576/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.831, Loss: 0.302 Epoch 19 Batch 577/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.317 Epoch 19 Batch 578/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.306 Epoch 19 Batch 579/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.833, Loss: 0.290 Epoch 19 Batch 580/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.832, Loss: 0.265 Epoch 19 Batch 581/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.267 Epoch 19 Batch 582/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.838, Loss: 0.273 Epoch 19 Batch 583/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.843, Loss: 0.313 Epoch 19 Batch 584/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.844, Loss: 0.283 Epoch 19 Batch 585/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.842, Loss: 0.261 Epoch 19 Batch 586/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.316 Epoch 19 Batch 587/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.827, Loss: 0.285 Epoch 19 Batch 588/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.283 Epoch 19 Batch 589/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.833, Loss: 0.287 Epoch 19 Batch 590/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.829, Loss: 0.313 Epoch 19 Batch 591/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.281 Epoch 19 Batch 592/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.828, Loss: 0.321 Epoch 19 Batch 593/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.828, Loss: 0.291 Epoch 19 Batch 594/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.828, Loss: 0.296 Epoch 19 Batch 595/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.305 Epoch 19 Batch 596/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.826, Loss: 0.317 Epoch 19 Batch 597/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.826, Loss: 0.293 Epoch 19 Batch 598/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.291 Epoch 19 Batch 599/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.825, Loss: 0.338 Epoch 19 Batch 600/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.824, Loss: 0.289 Epoch 19 Batch 601/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.831, Loss: 0.282 Epoch 19 Batch 602/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.824, Loss: 0.301 Epoch 19 Batch 603/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.286 Epoch 19 Batch 604/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.828, Loss: 0.301 Epoch 19 Batch 605/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.826, Loss: 0.317 Epoch 19 Batch 606/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.827, Loss: 0.270 Epoch 19 Batch 607/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.266 Epoch 19 Batch 608/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.824, Loss: 0.305 Epoch 19 Batch 609/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.831, Loss: 0.315 Epoch 19 Batch 610/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.830, Loss: 0.310 Epoch 19 Batch 611/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.826, Loss: 0.310 Epoch 19 Batch 612/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.817, Loss: 0.266 Epoch 19 Batch 613/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.821, Loss: 0.321 Epoch 19 Batch 614/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.828, Loss: 0.284 Epoch 19 Batch 615/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.837, Loss: 0.278 Epoch 19 Batch 616/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.841, Loss: 0.320 Epoch 19 Batch 617/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.836, Loss: 0.270 Epoch 19 Batch 618/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.834, Loss: 0.298 Epoch 19 Batch 619/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.834, Loss: 0.299 Epoch 19 Batch 620/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.833, Loss: 0.277 Epoch 19 Batch 621/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.833, Loss: 0.307 Epoch 19 Batch 622/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.839, Loss: 0.320 Epoch 19 Batch 623/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.832, Loss: 0.309 Epoch 19 Batch 624/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.827, Loss: 0.275 Epoch 19 Batch 625/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.288 Epoch 19 Batch 626/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.838, Loss: 0.261 Epoch 19 Batch 627/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.838, Loss: 0.312 Epoch 19 Batch 628/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.302 Epoch 19 Batch 629/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.837, Loss: 0.309 Epoch 19 Batch 630/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.834, Loss: 0.295 Epoch 19 Batch 631/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.828, Loss: 0.301 Epoch 19 Batch 632/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.274 Epoch 19 Batch 633/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.836, Loss: 0.305 Epoch 19 Batch 634/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.836, Loss: 0.253 Epoch 19 Batch 635/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.839, Loss: 0.331 Epoch 19 Batch 636/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.838, Loss: 0.286 Epoch 19 Batch 637/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.838, Loss: 0.304 Epoch 19 Batch 638/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.839, Loss: 0.324 Epoch 19 Batch 639/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.839, Loss: 0.316 Epoch 19 Batch 640/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.843, Loss: 0.271 Epoch 19 Batch 641/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.843, Loss: 0.280 Epoch 19 Batch 642/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.839, Loss: 0.291 Epoch 19 Batch 643/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.830, Loss: 0.262 Epoch 19 Batch 644/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.832, Loss: 0.283 Epoch 19 Batch 645/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.838, Loss: 0.280 Epoch 19 Batch 646/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.836, Loss: 0.297 Epoch 19 Batch 647/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.837, Loss: 0.296 Epoch 19 Batch 648/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.838, Loss: 0.297 Epoch 19 Batch 649/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.848, Loss: 0.296 Epoch 19 Batch 650/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.843, Loss: 0.305 Epoch 19 Batch 651/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.834, Loss: 0.295 Epoch 19 Batch 652/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.837, Loss: 0.315 Epoch 19 Batch 653/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.838, Loss: 0.328 Epoch 19 Batch 654/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.828, Loss: 0.250 Epoch 19 Batch 655/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.336 Epoch 19 Batch 656/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.828, Loss: 0.293 Epoch 19 Batch 657/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.831, Loss: 0.320 Epoch 19 Batch 658/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.833, Loss: 0.288 Epoch 19 Batch 659/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.836, Loss: 0.263 Epoch 19 Batch 660/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.833, Loss: 0.287 Epoch 19 Batch 661/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.834, Loss: 0.259 Epoch 19 Batch 662/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.827, Loss: 0.273 Epoch 19 Batch 663/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.841, Loss: 0.265 Epoch 19 Batch 664/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.837, Loss: 0.286 Epoch 19 Batch 665/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.842, Loss: 0.293 Epoch 19 Batch 666/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.837, Loss: 0.296 Epoch 19 Batch 667/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.839, Loss: 0.317 Epoch 19 Batch 668/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.836, Loss: 0.286 Epoch 19 Batch 669/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.826, Loss: 0.274 Epoch 19 Batch 670/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.826, Loss: 0.275 Epoch 19 Batch 671/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.319 Epoch 19 Batch 672/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.824, Loss: 0.286 Epoch 19 Batch 673/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.825, Loss: 0.289 Epoch 19 Batch 674/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.824, Loss: 0.266 Epoch 19 Batch 675/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.829, Loss: 0.295 Epoch 19 Batch 676/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.835, Loss: 0.306 Epoch 19 Batch 677/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.838, Loss: 0.313 Epoch 19 Batch 678/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.833, Loss: 0.287 Epoch 19 Batch 679/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.832, Loss: 0.317 Epoch 19 Batch 680/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.278 Epoch 19 Batch 681/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.837, Loss: 0.293 Epoch 19 Batch 682/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.288 Epoch 19 Batch 683/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.839, Loss: 0.294 Epoch 19 Batch 684/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.839, Loss: 0.306 Epoch 19 Batch 685/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.843, Loss: 0.316 Epoch 19 Batch 686/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.839, Loss: 0.293 Epoch 19 Batch 687/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.331 Epoch 19 Batch 688/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.837, Loss: 0.274 Epoch 19 Batch 689/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.833, Loss: 0.269 Epoch 19 Batch 690/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.838, Loss: 0.279 Epoch 19 Batch 691/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.838, Loss: 0.314 Epoch 19 Batch 692/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.838, Loss: 0.271 Epoch 19 Batch 693/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.839, Loss: 0.334 Epoch 19 Batch 694/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.841, Loss: 0.290 Epoch 19 Batch 695/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.841, Loss: 0.276 Epoch 19 Batch 696/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.838, Loss: 0.318 Epoch 19 Batch 697/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.837, Loss: 0.282 Epoch 19 Batch 698/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.838, Loss: 0.288 Epoch 19 Batch 699/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.841, Loss: 0.303 Epoch 19 Batch 700/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.837, Loss: 0.269 Epoch 19 Batch 701/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.832, Loss: 0.282 Epoch 19 Batch 702/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.828, Loss: 0.317 Epoch 19 Batch 703/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.823, Loss: 0.286 Epoch 19 Batch 704/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.828, Loss: 0.317 Epoch 19 Batch 705/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.827, Loss: 0.327 Epoch 19 Batch 706/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.830, Loss: 0.322 Epoch 19 Batch 707/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.837, Loss: 0.301 Epoch 19 Batch 708/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.837, Loss: 0.297 Epoch 19 Batch 709/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.837, Loss: 0.336 Epoch 19 Batch 710/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.838, Loss: 0.264 Epoch 19 Batch 711/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.330 Epoch 19 Batch 712/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.830, Loss: 0.276 Epoch 19 Batch 713/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.833, Loss: 0.249 Epoch 19 Batch 714/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.824, Loss: 0.295 Epoch 19 Batch 715/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.832, Loss: 0.328 Epoch 19 Batch 716/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.832, Loss: 0.271 Epoch 19 Batch 717/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.826, Loss: 0.277 Epoch 19 Batch 718/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.828, Loss: 0.294 Epoch 19 Batch 719/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.836, Loss: 0.264 Epoch 19 Batch 720/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.834, Loss: 0.345 Epoch 19 Batch 721/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.843, Loss: 0.297 Epoch 19 Batch 722/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.842, Loss: 0.281 Epoch 19 Batch 723/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.290 Epoch 19 Batch 724/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.841, Loss: 0.333 Epoch 19 Batch 725/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.845, Loss: 0.264 Epoch 19 Batch 726/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.846, Loss: 0.274 Epoch 19 Batch 727/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.840, Loss: 0.264 Epoch 19 Batch 728/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.841, Loss: 0.301 Epoch 19 Batch 729/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.841, Loss: 0.305 Epoch 19 Batch 730/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.841, Loss: 0.310 Epoch 19 Batch 731/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.841, Loss: 0.311 Epoch 19 Batch 732/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.313 Epoch 19 Batch 733/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.324 Epoch 19 Batch 734/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.830, Loss: 0.309 Epoch 19 Batch 735/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.835, Loss: 0.294 Epoch 19 Batch 736/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.836, Loss: 0.278 Epoch 19 Batch 737/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.837, Loss: 0.318 Epoch 19 Batch 738/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.840, Loss: 0.253 Epoch 19 Batch 739/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.838, Loss: 0.290 Epoch 19 Batch 740/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.831, Loss: 0.291 Epoch 19 Batch 741/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.828, Loss: 0.290 Epoch 19 Batch 742/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.305 Epoch 19 Batch 743/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.823, Loss: 0.311 Epoch 19 Batch 744/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.824, Loss: 0.267 Epoch 19 Batch 745/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.287 Epoch 19 Batch 746/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.823, Loss: 0.289 Epoch 19 Batch 747/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.822, Loss: 0.261 Epoch 19 Batch 748/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.824, Loss: 0.284 Epoch 19 Batch 749/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.819, Loss: 0.319 Epoch 19 Batch 750/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.305 Epoch 19 Batch 751/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.821, Loss: 0.285 Epoch 19 Batch 752/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.822, Loss: 0.266 Epoch 19 Batch 753/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.305 Epoch 19 Batch 754/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.304 Epoch 19 Batch 755/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.829, Loss: 0.300 Epoch 19 Batch 756/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.838, Loss: 0.269 Epoch 19 Batch 757/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.842, Loss: 0.300 Epoch 19 Batch 758/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.267 Epoch 19 Batch 759/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.841, Loss: 0.277 Epoch 19 Batch 760/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.846, Loss: 0.304 Epoch 19 Batch 761/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.839, Loss: 0.305 Epoch 19 Batch 762/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.837, Loss: 0.262 Epoch 19 Batch 763/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.842, Loss: 0.272 Epoch 19 Batch 764/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.847, Loss: 0.273 Epoch 19 Batch 765/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.848, Loss: 0.266 Epoch 19 Batch 766/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.853, Loss: 0.314 Epoch 19 Batch 767/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.854, Loss: 0.288 Epoch 19 Batch 768/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.856, Loss: 0.282 Epoch 19 Batch 769/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.860, Loss: 0.293 Epoch 19 Batch 770/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.856, Loss: 0.274 Epoch 19 Batch 771/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.854, Loss: 0.298 Epoch 19 Batch 772/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.850, Loss: 0.291 Epoch 19 Batch 773/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.844, Loss: 0.275 Epoch 19 Batch 774/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.842, Loss: 0.307 Epoch 19 Batch 775/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.841, Loss: 0.304 Epoch 19 Batch 776/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.845, Loss: 0.280 Epoch 19 Batch 777/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.845, Loss: 0.301 Epoch 19 Batch 778/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.849, Loss: 0.287 Epoch 19 Batch 779/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.846, Loss: 0.289 Epoch 19 Batch 780/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.845, Loss: 0.320 Epoch 19 Batch 781/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.848, Loss: 0.260 Epoch 19 Batch 782/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.848, Loss: 0.283 Epoch 19 Batch 783/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.849, Loss: 0.301 Epoch 19 Batch 784/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.849, Loss: 0.297 Epoch 19 Batch 785/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.842, Loss: 0.273 Epoch 19 Batch 786/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.842, Loss: 0.283 Epoch 19 Batch 787/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.845, Loss: 0.273 Epoch 19 Batch 788/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.845, Loss: 0.288 Epoch 19 Batch 789/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.844, Loss: 0.273 Epoch 19 Batch 790/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.853, Loss: 0.311 Epoch 19 Batch 791/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.852, Loss: 0.319 Epoch 19 Batch 792/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.852, Loss: 0.283 Epoch 19 Batch 793/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.291 Epoch 19 Batch 794/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.852, Loss: 0.280 Epoch 19 Batch 795/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.843, Loss: 0.295 Epoch 19 Batch 796/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.843, Loss: 0.297 Epoch 19 Batch 797/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.843, Loss: 0.280 Epoch 19 Batch 798/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.846, Loss: 0.303 Epoch 19 Batch 799/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.842, Loss: 0.324 Epoch 19 Batch 800/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.842, Loss: 0.284 Epoch 19 Batch 801/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.842, Loss: 0.295 Epoch 19 Batch 802/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.842, Loss: 0.289 Epoch 19 Batch 803/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.842, Loss: 0.296 Epoch 19 Batch 804/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.841, Loss: 0.293 Epoch 19 Batch 805/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.841, Loss: 0.296 Epoch 19 Batch 806/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.839, Loss: 0.276 Epoch 19 Batch 807/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.834, Loss: 0.275 Epoch 19 Batch 808/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.312 Epoch 19 Batch 809/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.828, Loss: 0.315 Epoch 19 Batch 810/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.833, Loss: 0.276 Epoch 19 Batch 811/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.837, Loss: 0.279 Epoch 19 Batch 812/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.835, Loss: 0.289 Epoch 19 Batch 813/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.832, Loss: 0.301 Epoch 19 Batch 814/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.835, Loss: 0.307 Epoch 19 Batch 815/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.845, Loss: 0.267 Epoch 19 Batch 816/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.837, Loss: 0.302 Epoch 19 Batch 817/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.838, Loss: 0.330 Epoch 19 Batch 818/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.842, Loss: 0.307 Epoch 19 Batch 819/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.838, Loss: 0.291 Epoch 19 Batch 820/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.835, Loss: 0.315 Epoch 19 Batch 821/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.836, Loss: 0.276 Epoch 19 Batch 822/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.837, Loss: 0.283 Epoch 19 Batch 823/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.837, Loss: 0.293 Epoch 19 Batch 824/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.836, Loss: 0.281 Epoch 19 Batch 825/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.836, Loss: 0.284 Epoch 19 Batch 826/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.843, Loss: 0.261 Epoch 19 Batch 827/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.841, Loss: 0.308 Epoch 19 Batch 828/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.844, Loss: 0.289 Epoch 19 Batch 829/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.848, Loss: 0.326 Epoch 19 Batch 830/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.848, Loss: 0.296 Epoch 19 Batch 831/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.850, Loss: 0.303 Epoch 19 Batch 832/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.841, Loss: 0.304 Epoch 19 Batch 833/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.842, Loss: 0.298 Epoch 19 Batch 834/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.838, Loss: 0.299 Epoch 19 Batch 835/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.297 Epoch 19 Batch 836/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.836, Loss: 0.297 Epoch 19 Batch 837/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.832, Loss: 0.314 Epoch 19 Batch 838/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.832, Loss: 0.274 Epoch 19 Batch 839/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.829, Loss: 0.289 Epoch 19 Batch 840/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.832, Loss: 0.277 Epoch 19 Batch 841/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.831, Loss: 0.321 Epoch 19 Batch 842/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.832, Loss: 0.283 Epoch 19 Batch 843/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.840, Loss: 0.291 Epoch 19 Batch 844/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.831, Loss: 0.289 Epoch 19 Batch 845/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.825, Loss: 0.298 Epoch 19 Batch 846/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.829, Loss: 0.315 Epoch 19 Batch 847/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.828, Loss: 0.311 Epoch 19 Batch 848/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.830, Loss: 0.303 Epoch 19 Batch 849/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.831, Loss: 0.272 Epoch 19 Batch 850/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.836, Loss: 0.331 Epoch 19 Batch 851/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.839, Loss: 0.296 Epoch 19 Batch 852/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.838, Loss: 0.313 Epoch 19 Batch 853/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.837, Loss: 0.265 Epoch 19 Batch 854/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.837, Loss: 0.311 Epoch 19 Batch 855/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.837, Loss: 0.310 Epoch 19 Batch 856/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.838, Loss: 0.298 Epoch 19 Batch 857/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.838, Loss: 0.267 Epoch 19 Batch 858/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.847, Loss: 0.273 Epoch 19 Batch 859/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.847, Loss: 0.294 Epoch 19 Batch 860/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.852, Loss: 0.278 Epoch 19 Batch 861/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.854, Loss: 0.291 Epoch 19 Batch 862/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.850, Loss: 0.301 Epoch 19 Batch 863/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.855, Loss: 0.260 Epoch 19 Batch 864/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.857, Loss: 0.280 Epoch 19 Batch 865/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.860, Loss: 0.283 Epoch 19 Batch 866/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.864, Loss: 0.287 Epoch 19 Batch 867/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.850, Loss: 0.347 Epoch 19 Batch 868/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.846, Loss: 0.302 Epoch 19 Batch 869/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.842, Loss: 0.291 Epoch 19 Batch 870/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.844, Loss: 0.322 Epoch 19 Batch 871/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.844, Loss: 0.292 Epoch 19 Batch 872/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.844, Loss: 0.273 Epoch 19 Batch 873/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.845, Loss: 0.304 Epoch 19 Batch 874/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.848, Loss: 0.312 Epoch 19 Batch 875/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.850, Loss: 0.301 Epoch 19 Batch 876/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.849, Loss: 0.300 Epoch 19 Batch 877/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.843, Loss: 0.275 Epoch 19 Batch 878/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.296 Epoch 19 Batch 879/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.837, Loss: 0.285 Epoch 19 Batch 880/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.837, Loss: 0.295 Epoch 19 Batch 881/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.837, Loss: 0.307 Epoch 19 Batch 882/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.834, Loss: 0.298 Epoch 19 Batch 883/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.838, Loss: 0.354 Epoch 19 Batch 884/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.273 Epoch 19 Batch 885/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.835, Loss: 0.259 Epoch 19 Batch 886/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.835, Loss: 0.308 Epoch 19 Batch 887/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.853, Loss: 0.323 Epoch 19 Batch 888/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.847, Loss: 0.277 Epoch 19 Batch 889/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.843, Loss: 0.298 Epoch 19 Batch 890/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.844, Loss: 0.279 Epoch 19 Batch 891/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.844, Loss: 0.301 Epoch 19 Batch 892/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.849, Loss: 0.279 Epoch 19 Batch 893/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.844, Loss: 0.294 Epoch 19 Batch 894/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.850, Loss: 0.265 Epoch 19 Batch 895/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.846, Loss: 0.294 Epoch 19 Batch 896/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.846, Loss: 0.323 Epoch 19 Batch 897/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.839, Loss: 0.250 Epoch 19 Batch 898/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.838, Loss: 0.255 Epoch 19 Batch 899/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.290 Epoch 19 Batch 900/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.317 Epoch 19 Batch 901/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.839, Loss: 0.306 Epoch 19 Batch 902/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.848, Loss: 0.299 Epoch 19 Batch 903/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.848, Loss: 0.288 Epoch 19 Batch 904/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.848, Loss: 0.293 Epoch 19 Batch 905/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.843, Loss: 0.285 Epoch 19 Batch 906/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.840, Loss: 0.288 Epoch 19 Batch 907/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.843, Loss: 0.274 Epoch 19 Batch 908/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.842, Loss: 0.299 Epoch 19 Batch 909/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.833, Loss: 0.299 Epoch 19 Batch 910/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.835, Loss: 0.280 Epoch 19 Batch 911/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.835, Loss: 0.266 Epoch 19 Batch 912/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.286 Epoch 19 Batch 913/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.845, Loss: 0.323 Epoch 19 Batch 914/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.839, Loss: 0.305 Epoch 19 Batch 915/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.845, Loss: 0.315 Epoch 19 Batch 916/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.842, Loss: 0.309 Epoch 19 Batch 917/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.842, Loss: 0.294 Epoch 19 Batch 918/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.838, Loss: 0.258 Epoch 19 Batch 919/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.839, Loss: 0.281 Epoch 19 Batch 920/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.839, Loss: 0.311 Epoch 19 Batch 921/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.307 Epoch 19 Batch 922/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.844, Loss: 0.276 Epoch 19 Batch 923/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.844, Loss: 0.298 Epoch 19 Batch 924/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.847, Loss: 0.320 Epoch 19 Batch 925/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.847, Loss: 0.298 Epoch 19 Batch 926/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.842, Loss: 0.308 Epoch 19 Batch 927/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.843, Loss: 0.297 Epoch 19 Batch 928/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.842, Loss: 0.304 Epoch 19 Batch 929/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.842, Loss: 0.324 Epoch 19 Batch 930/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.842, Loss: 0.286 Epoch 19 Batch 931/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.848, Loss: 0.294 Epoch 19 Batch 932/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.846, Loss: 0.275 Epoch 19 Batch 933/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.844, Loss: 0.305 Epoch 19 Batch 934/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.846, Loss: 0.294 Epoch 19 Batch 935/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.855, Loss: 0.309 Epoch 19 Batch 936/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.852, Loss: 0.284 Epoch 19 Batch 937/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.848, Loss: 0.326 Epoch 19 Batch 938/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.848, Loss: 0.313 Epoch 19 Batch 939/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.850, Loss: 0.305 Epoch 19 Batch 940/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.851, Loss: 0.298 Epoch 19 Batch 941/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.848, Loss: 0.257 Epoch 19 Batch 942/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.852, Loss: 0.320 Epoch 19 Batch 943/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.851, Loss: 0.300 Epoch 19 Batch 944/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.852, Loss: 0.270 Epoch 19 Batch 945/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.852, Loss: 0.271 Epoch 19 Batch 946/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.850, Loss: 0.276 Epoch 19 Batch 947/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.851, Loss: 0.324 Epoch 19 Batch 948/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.850, Loss: 0.299 Epoch 19 Batch 949/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.850, Loss: 0.252 Epoch 19 Batch 950/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.851, Loss: 0.277 Epoch 19 Batch 951/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.847, Loss: 0.280 Epoch 19 Batch 952/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.849, Loss: 0.272 Epoch 19 Batch 953/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.849, Loss: 0.288 Epoch 19 Batch 954/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.846, Loss: 0.300 Epoch 19 Batch 955/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.275 Epoch 19 Batch 956/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.839, Loss: 0.294 Epoch 19 Batch 957/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.837, Loss: 0.290 Epoch 19 Batch 958/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.832, Loss: 0.291 Epoch 19 Batch 959/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.832, Loss: 0.279 Epoch 19 Batch 960/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.833, Loss: 0.268 Epoch 19 Batch 961/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.838, Loss: 0.308 Epoch 19 Batch 962/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.842, Loss: 0.290 Epoch 19 Batch 963/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.848, Loss: 0.337 Epoch 19 Batch 964/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.857, Loss: 0.270 Epoch 19 Batch 965/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.858, Loss: 0.306 Epoch 19 Batch 966/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.249 Epoch 19 Batch 967/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.846, Loss: 0.280 Epoch 19 Batch 968/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.847, Loss: 0.323 Epoch 19 Batch 969/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.847, Loss: 0.310 Epoch 19 Batch 970/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.852, Loss: 0.326 Epoch 19 Batch 971/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.852, Loss: 0.290 Epoch 19 Batch 972/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.841, Loss: 0.290 Epoch 19 Batch 973/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.835, Loss: 0.256 Epoch 19 Batch 974/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.839, Loss: 0.282 Epoch 19 Batch 975/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.838, Loss: 0.275 Epoch 19 Batch 976/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.838, Loss: 0.263 Epoch 19 Batch 977/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.835, Loss: 0.288 Epoch 19 Batch 978/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.840, Loss: 0.292 Epoch 19 Batch 979/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.836, Loss: 0.322 Epoch 19 Batch 980/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.837, Loss: 0.286 Epoch 19 Batch 981/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.846, Loss: 0.298 Epoch 19 Batch 982/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.844, Loss: 0.295 Epoch 19 Batch 983/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.847, Loss: 0.315 Epoch 19 Batch 984/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.850, Loss: 0.309 Epoch 19 Batch 985/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.845, Loss: 0.272 Epoch 19 Batch 986/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.846, Loss: 0.300 Epoch 19 Batch 987/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.849, Loss: 0.280 Epoch 19 Batch 988/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.849, Loss: 0.293 Epoch 19 Batch 989/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.844, Loss: 0.315 Epoch 19 Batch 990/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.844, Loss: 0.322 Epoch 19 Batch 991/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.844, Loss: 0.308 Epoch 19 Batch 992/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.848, Loss: 0.282 Epoch 19 Batch 993/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.848, Loss: 0.273 Epoch 19 Batch 994/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.847, Loss: 0.309 Epoch 19 Batch 995/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.269 Epoch 19 Batch 996/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.846, Loss: 0.288 Epoch 19 Batch 997/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.846, Loss: 0.314 Epoch 19 Batch 998/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.847, Loss: 0.286 Epoch 19 Batch 999/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.294 Epoch 19 Batch 1000/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.273 Epoch 19 Batch 1001/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.840, Loss: 0.267 Epoch 19 Batch 1002/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.834, Loss: 0.278 Epoch 19 Batch 1003/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.298 Epoch 19 Batch 1004/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.836, Loss: 0.316 Epoch 19 Batch 1005/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.838, Loss: 0.289 Epoch 19 Batch 1006/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.838, Loss: 0.263 Epoch 19 Batch 1007/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.838, Loss: 0.273 Epoch 19 Batch 1008/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.836, Loss: 0.311 Epoch 19 Batch 1009/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.835, Loss: 0.253 Epoch 19 Batch 1010/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.839, Loss: 0.292 Epoch 19 Batch 1011/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.843, Loss: 0.301 Epoch 19 Batch 1012/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.843, Loss: 0.282 Epoch 19 Batch 1013/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.835, Loss: 0.277 Epoch 19 Batch 1014/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.833, Loss: 0.322 Epoch 19 Batch 1015/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.833, Loss: 0.321 Epoch 19 Batch 1016/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.295 Epoch 19 Batch 1017/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.298 Epoch 19 Batch 1018/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.828, Loss: 0.297 Epoch 19 Batch 1019/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.322 Epoch 19 Batch 1020/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.831, Loss: 0.273 Epoch 19 Batch 1021/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.831, Loss: 0.280 Epoch 19 Batch 1022/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.834, Loss: 0.267 Epoch 19 Batch 1023/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.837, Loss: 0.272 Epoch 19 Batch 1024/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.843, Loss: 0.322 Epoch 19 Batch 1025/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.844, Loss: 0.294 Epoch 19 Batch 1026/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.845, Loss: 0.277 Epoch 19 Batch 1027/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.843, Loss: 0.300 Epoch 19 Batch 1028/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.843, Loss: 0.290 Epoch 19 Batch 1029/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.839, Loss: 0.290 Epoch 19 Batch 1030/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.837, Loss: 0.293 Epoch 19 Batch 1031/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.847, Loss: 0.321 Epoch 19 Batch 1032/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.848, Loss: 0.293 Epoch 19 Batch 1033/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.848, Loss: 0.280 Epoch 19 Batch 1034/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.847, Loss: 0.297 Epoch 19 Batch 1035/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.852, Loss: 0.256 Epoch 19 Batch 1036/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.849, Loss: 0.305 Epoch 19 Batch 1037/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.844, Loss: 0.305 Epoch 19 Batch 1038/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.844, Loss: 0.296 Epoch 19 Batch 1039/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.854, Loss: 0.286 Epoch 19 Batch 1040/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.854, Loss: 0.314 Epoch 19 Batch 1041/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.849, Loss: 0.313 Epoch 19 Batch 1042/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.854, Loss: 0.299 Epoch 19 Batch 1043/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.842, Loss: 0.316 Epoch 19 Batch 1044/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.851, Loss: 0.280 Epoch 19 Batch 1045/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.852, Loss: 0.305 Epoch 19 Batch 1046/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.256 Epoch 19 Batch 1047/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.289 Epoch 19 Batch 1048/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.863, Loss: 0.281 Epoch 19 Batch 1049/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.865, Loss: 0.313 Epoch 19 Batch 1050/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.866, Loss: 0.291 Epoch 19 Batch 1051/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.858, Loss: 0.288 Epoch 19 Batch 1052/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.279 Epoch 19 Batch 1053/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.858, Loss: 0.305 Epoch 19 Batch 1054/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.862, Loss: 0.294 Epoch 19 Batch 1055/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.270 Epoch 19 Batch 1056/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.276 Epoch 19 Batch 1057/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.834, Loss: 0.308 Epoch 19 Batch 1058/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.832, Loss: 0.320 Epoch 19 Batch 1059/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.825, Loss: 0.335 Epoch 19 Batch 1060/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.841, Loss: 0.272 Epoch 19 Batch 1061/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.842, Loss: 0.306 Epoch 19 Batch 1062/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.847, Loss: 0.286 Epoch 19 Batch 1063/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.849, Loss: 0.294 Epoch 19 Batch 1064/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.848, Loss: 0.302 Epoch 19 Batch 1065/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.842, Loss: 0.292 Epoch 19 Batch 1066/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.844, Loss: 0.264 Epoch 19 Batch 1067/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.847, Loss: 0.305 Epoch 19 Batch 1068/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.839, Loss: 0.282 Epoch 19 Batch 1069/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.839, Loss: 0.267 Epoch 19 Batch 1070/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.837, Loss: 0.297 Epoch 19 Batch 1071/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.839, Loss: 0.294 Epoch 19 Batch 1072/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.835, Loss: 0.287 Epoch 19 Batch 1073/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.836, Loss: 0.303 Epoch 19 Batch 1074/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.842, Loss: 0.304 Epoch 19 Batch 1075/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.849, Loss: 0.318 Epoch 20 Batch 0/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.850, Loss: 0.250 Epoch 20 Batch 1/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.850, Loss: 0.279 Epoch 20 Batch 2/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.845, Loss: 0.322 Epoch 20 Batch 3/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.844, Loss: 0.287 Epoch 20 Batch 4/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.839, Loss: 0.284 Epoch 20 Batch 5/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.846, Loss: 0.311 Epoch 20 Batch 6/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.846, Loss: 0.297 Epoch 20 Batch 7/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.850, Loss: 0.264 Epoch 20 Batch 8/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.855, Loss: 0.270 Epoch 20 Batch 9/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.854, Loss: 0.292 Epoch 20 Batch 10/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.849, Loss: 0.309 Epoch 20 Batch 11/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.846, Loss: 0.295 Epoch 20 Batch 12/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.847, Loss: 0.304 Epoch 20 Batch 13/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.846, Loss: 0.301 Epoch 20 Batch 14/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.847, Loss: 0.259 Epoch 20 Batch 15/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.847, Loss: 0.298 Epoch 20 Batch 16/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.847, Loss: 0.288 Epoch 20 Batch 17/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.855, Loss: 0.285 Epoch 20 Batch 18/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.855, Loss: 0.281 Epoch 20 Batch 19/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.860, Loss: 0.303 Epoch 20 Batch 20/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.857, Loss: 0.267 Epoch 20 Batch 21/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.846, Loss: 0.311 Epoch 20 Batch 22/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.851, Loss: 0.292 Epoch 20 Batch 23/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.855, Loss: 0.280 Epoch 20 Batch 24/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.277 Epoch 20 Batch 25/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.867, Loss: 0.268 Epoch 20 Batch 26/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.860, Loss: 0.297 Epoch 20 Batch 27/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.857, Loss: 0.246 Epoch 20 Batch 28/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.856, Loss: 0.289 Epoch 20 Batch 29/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.847, Loss: 0.292 Epoch 20 Batch 30/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.837, Loss: 0.284 Epoch 20 Batch 31/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.846, Loss: 0.277 Epoch 20 Batch 32/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.846, Loss: 0.265 Epoch 20 Batch 33/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.844, Loss: 0.276 Epoch 20 Batch 34/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.852, Loss: 0.315 Epoch 20 Batch 35/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.847, Loss: 0.276 Epoch 20 Batch 36/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.845, Loss: 0.268 Epoch 20 Batch 37/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.843, Loss: 0.292 Epoch 20 Batch 38/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.841, Loss: 0.327 Epoch 20 Batch 39/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.841, Loss: 0.317 Epoch 20 Batch 40/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.840, Loss: 0.284 Epoch 20 Batch 41/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.839, Loss: 0.288 Epoch 20 Batch 42/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.327 Epoch 20 Batch 43/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.836, Loss: 0.262 Epoch 20 Batch 44/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.839, Loss: 0.286 Epoch 20 Batch 45/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.840, Loss: 0.290 Epoch 20 Batch 46/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.841, Loss: 0.313 Epoch 20 Batch 47/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.842, Loss: 0.279 Epoch 20 Batch 48/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.843, Loss: 0.316 Epoch 20 Batch 49/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.839, Loss: 0.291 Epoch 20 Batch 50/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.839, Loss: 0.283 Epoch 20 Batch 51/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.835, Loss: 0.274 Epoch 20 Batch 52/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.836, Loss: 0.292 Epoch 20 Batch 53/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.839, Loss: 0.298 Epoch 20 Batch 54/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.839, Loss: 0.329 Epoch 20 Batch 55/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.280 Epoch 20 Batch 56/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.835, Loss: 0.272 Epoch 20 Batch 57/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.833, Loss: 0.279 Epoch 20 Batch 58/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.262 Epoch 20 Batch 59/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.289 Epoch 20 Batch 60/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.837, Loss: 0.275 Epoch 20 Batch 61/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.834, Loss: 0.302 Epoch 20 Batch 62/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.839, Loss: 0.308 Epoch 20 Batch 63/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.827, Loss: 0.266 Epoch 20 Batch 64/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.831, Loss: 0.265 Epoch 20 Batch 65/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.832, Loss: 0.300 Epoch 20 Batch 66/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.263 Epoch 20 Batch 67/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.839, Loss: 0.284 Epoch 20 Batch 68/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.315 Epoch 20 Batch 69/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.845, Loss: 0.324 Epoch 20 Batch 70/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.840, Loss: 0.305 Epoch 20 Batch 71/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.839, Loss: 0.274 Epoch 20 Batch 72/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.844, Loss: 0.293 Epoch 20 Batch 73/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.848, Loss: 0.286 Epoch 20 Batch 74/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.848, Loss: 0.257 Epoch 20 Batch 75/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.845, Loss: 0.325 Epoch 20 Batch 76/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.851, Loss: 0.258 Epoch 20 Batch 77/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.852, Loss: 0.297 Epoch 20 Batch 78/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.849, Loss: 0.315 Epoch 20 Batch 79/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.299 Epoch 20 Batch 80/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.850, Loss: 0.288 Epoch 20 Batch 81/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.849, Loss: 0.290 Epoch 20 Batch 82/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.855, Loss: 0.257 Epoch 20 Batch 83/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.860, Loss: 0.294 Epoch 20 Batch 84/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.855, Loss: 0.287 Epoch 20 Batch 85/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.852, Loss: 0.273 Epoch 20 Batch 86/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.850, Loss: 0.295 Epoch 20 Batch 87/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.847, Loss: 0.322 Epoch 20 Batch 88/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.851, Loss: 0.306 Epoch 20 Batch 89/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.850, Loss: 0.300 Epoch 20 Batch 90/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.850, Loss: 0.323 Epoch 20 Batch 91/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.851, Loss: 0.257 Epoch 20 Batch 92/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.848, Loss: 0.300 Epoch 20 Batch 93/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.848, Loss: 0.295 Epoch 20 Batch 94/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.852, Loss: 0.272 Epoch 20 Batch 95/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.850, Loss: 0.317 Epoch 20 Batch 96/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.852, Loss: 0.277 Epoch 20 Batch 97/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.851, Loss: 0.299 Epoch 20 Batch 98/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.852, Loss: 0.296 Epoch 20 Batch 99/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.281 Epoch 20 Batch 100/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.846, Loss: 0.272 Epoch 20 Batch 101/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.849, Loss: 0.290 Epoch 20 Batch 102/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.853, Loss: 0.275 Epoch 20 Batch 103/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.854, Loss: 0.331 Epoch 20 Batch 104/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.854, Loss: 0.298 Epoch 20 Batch 105/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.845, Loss: 0.267 Epoch 20 Batch 106/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.846, Loss: 0.323 Epoch 20 Batch 107/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.846, Loss: 0.275 Epoch 20 Batch 108/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.853, Loss: 0.269 Epoch 20 Batch 109/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.852, Loss: 0.286 Epoch 20 Batch 110/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.852, Loss: 0.257 Epoch 20 Batch 111/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.851, Loss: 0.298 Epoch 20 Batch 112/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.847, Loss: 0.279 Epoch 20 Batch 113/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.843, Loss: 0.294 Epoch 20 Batch 114/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.849, Loss: 0.282 Epoch 20 Batch 115/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.848, Loss: 0.316 Epoch 20 Batch 116/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.841, Loss: 0.301 Epoch 20 Batch 117/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.842, Loss: 0.299 Epoch 20 Batch 118/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.846, Loss: 0.315 Epoch 20 Batch 119/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.844, Loss: 0.298 Epoch 20 Batch 120/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.847, Loss: 0.316 Epoch 20 Batch 121/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.842, Loss: 0.290 Epoch 20 Batch 122/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.844, Loss: 0.285 Epoch 20 Batch 123/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.846, Loss: 0.263 Epoch 20 Batch 124/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.842, Loss: 0.329 Epoch 20 Batch 125/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.842, Loss: 0.317 Epoch 20 Batch 126/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.840, Loss: 0.260 Epoch 20 Batch 127/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.837, Loss: 0.292 Epoch 20 Batch 128/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.837, Loss: 0.264 Epoch 20 Batch 129/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.837, Loss: 0.291 Epoch 20 Batch 130/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.837, Loss: 0.255 Epoch 20 Batch 131/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.836, Loss: 0.281 Epoch 20 Batch 132/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.835, Loss: 0.288 Epoch 20 Batch 133/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.291 Epoch 20 Batch 134/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.835, Loss: 0.276 Epoch 20 Batch 135/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.835, Loss: 0.295 Epoch 20 Batch 136/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.835, Loss: 0.274 Epoch 20 Batch 137/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.838, Loss: 0.251 Epoch 20 Batch 138/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.838, Loss: 0.274 Epoch 20 Batch 139/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.837, Loss: 0.290 Epoch 20 Batch 140/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.836, Loss: 0.304 Epoch 20 Batch 141/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.841, Loss: 0.279 Epoch 20 Batch 142/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.845, Loss: 0.258 Epoch 20 Batch 143/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.845, Loss: 0.290 Epoch 20 Batch 144/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.839, Loss: 0.312 Epoch 20 Batch 145/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.838, Loss: 0.307 Epoch 20 Batch 146/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.838, Loss: 0.335 Epoch 20 Batch 147/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.842, Loss: 0.316 Epoch 20 Batch 148/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.290 Epoch 20 Batch 149/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.841, Loss: 0.303 Epoch 20 Batch 150/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.839, Loss: 0.285 Epoch 20 Batch 151/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.843, Loss: 0.262 Epoch 20 Batch 152/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.307 Epoch 20 Batch 153/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.838, Loss: 0.300 Epoch 20 Batch 154/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.842, Loss: 0.281 Epoch 20 Batch 155/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.839, Loss: 0.297 Epoch 20 Batch 156/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.847, Loss: 0.283 Epoch 20 Batch 157/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.847, Loss: 0.296 Epoch 20 Batch 158/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.847, Loss: 0.306 Epoch 20 Batch 159/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.848, Loss: 0.260 Epoch 20 Batch 160/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.838, Loss: 0.276 Epoch 20 Batch 161/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.298 Epoch 20 Batch 162/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.838, Loss: 0.324 Epoch 20 Batch 163/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.841, Loss: 0.309 Epoch 20 Batch 164/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.841, Loss: 0.283 Epoch 20 Batch 165/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.842, Loss: 0.274 Epoch 20 Batch 166/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.838, Loss: 0.306 Epoch 20 Batch 167/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.842, Loss: 0.280 Epoch 20 Batch 168/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.839, Loss: 0.318 Epoch 20 Batch 169/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.297 Epoch 20 Batch 170/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.838, Loss: 0.298 Epoch 20 Batch 171/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.840, Loss: 0.268 Epoch 20 Batch 172/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.843, Loss: 0.275 Epoch 20 Batch 173/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.853, Loss: 0.317 Epoch 20 Batch 174/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.840, Loss: 0.286 Epoch 20 Batch 175/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.839, Loss: 0.266 Epoch 20 Batch 176/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.837, Loss: 0.270 Epoch 20 Batch 177/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.837, Loss: 0.294 Epoch 20 Batch 178/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.841, Loss: 0.296 Epoch 20 Batch 179/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.837, Loss: 0.293 Epoch 20 Batch 180/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.837, Loss: 0.272 Epoch 20 Batch 181/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.831, Loss: 0.327 Epoch 20 Batch 182/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.835, Loss: 0.289 Epoch 20 Batch 183/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.847, Loss: 0.320 Epoch 20 Batch 184/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.842, Loss: 0.265 Epoch 20 Batch 185/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.310 Epoch 20 Batch 186/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.842, Loss: 0.292 Epoch 20 Batch 187/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.846, Loss: 0.273 Epoch 20 Batch 188/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.846, Loss: 0.281 Epoch 20 Batch 189/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.294 Epoch 20 Batch 190/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.841, Loss: 0.263 Epoch 20 Batch 191/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.840, Loss: 0.261 Epoch 20 Batch 192/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.841, Loss: 0.321 Epoch 20 Batch 193/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.840, Loss: 0.268 Epoch 20 Batch 194/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.842, Loss: 0.261 Epoch 20 Batch 195/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.846, Loss: 0.286 Epoch 20 Batch 196/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.851, Loss: 0.277 Epoch 20 Batch 197/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.852, Loss: 0.282 Epoch 20 Batch 198/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.855, Loss: 0.268 Epoch 20 Batch 199/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.260 Epoch 20 Batch 200/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.851, Loss: 0.295 Epoch 20 Batch 201/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.844, Loss: 0.264 Epoch 20 Batch 202/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.840, Loss: 0.288 Epoch 20 Batch 203/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.839, Loss: 0.296 Epoch 20 Batch 204/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.838, Loss: 0.295 Epoch 20 Batch 205/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.852, Loss: 0.308 Epoch 20 Batch 206/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.839, Loss: 0.290 Epoch 20 Batch 207/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.844, Loss: 0.289 Epoch 20 Batch 208/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.844, Loss: 0.290 Epoch 20 Batch 209/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.843, Loss: 0.258 Epoch 20 Batch 210/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.844, Loss: 0.293 Epoch 20 Batch 211/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.836, Loss: 0.277 Epoch 20 Batch 212/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.836, Loss: 0.264 Epoch 20 Batch 213/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.833, Loss: 0.257 Epoch 20 Batch 214/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.833, Loss: 0.277 Epoch 20 Batch 215/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.833, Loss: 0.311 Epoch 20 Batch 216/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.841, Loss: 0.317 Epoch 20 Batch 217/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.838, Loss: 0.266 Epoch 20 Batch 218/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.843, Loss: 0.334 Epoch 20 Batch 219/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.842, Loss: 0.291 Epoch 20 Batch 220/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.842, Loss: 0.275 Epoch 20 Batch 221/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.846, Loss: 0.280 Epoch 20 Batch 222/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.852, Loss: 0.300 Epoch 20 Batch 223/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.844, Loss: 0.251 Epoch 20 Batch 224/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.847, Loss: 0.287 Epoch 20 Batch 225/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.843, Loss: 0.289 Epoch 20 Batch 226/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.283 Epoch 20 Batch 227/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.840, Loss: 0.306 Epoch 20 Batch 228/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.841, Loss: 0.281 Epoch 20 Batch 229/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.837, Loss: 0.313 Epoch 20 Batch 230/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.837, Loss: 0.255 Epoch 20 Batch 231/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.837, Loss: 0.338 Epoch 20 Batch 232/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.842, Loss: 0.305 Epoch 20 Batch 233/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.842, Loss: 0.317 Epoch 20 Batch 234/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.842, Loss: 0.308 Epoch 20 Batch 235/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.847, Loss: 0.279 Epoch 20 Batch 236/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.850, Loss: 0.284 Epoch 20 Batch 237/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.847, Loss: 0.260 Epoch 20 Batch 238/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.844, Loss: 0.278 Epoch 20 Batch 239/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.840, Loss: 0.264 Epoch 20 Batch 240/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.840, Loss: 0.258 Epoch 20 Batch 241/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.841, Loss: 0.248 Epoch 20 Batch 242/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.283 Epoch 20 Batch 243/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.851, Loss: 0.316 Epoch 20 Batch 244/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.855, Loss: 0.273 Epoch 20 Batch 245/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.856, Loss: 0.274 Epoch 20 Batch 246/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.291 Epoch 20 Batch 247/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.855, Loss: 0.268 Epoch 20 Batch 248/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.855, Loss: 0.259 Epoch 20 Batch 249/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.856, Loss: 0.267 Epoch 20 Batch 250/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.856, Loss: 0.267 Epoch 20 Batch 251/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.855, Loss: 0.286 Epoch 20 Batch 252/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.856, Loss: 0.279 Epoch 20 Batch 253/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.859, Loss: 0.281 Epoch 20 Batch 254/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.854, Loss: 0.289 Epoch 20 Batch 255/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.853, Loss: 0.285 Epoch 20 Batch 256/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.850, Loss: 0.336 Epoch 20 Batch 257/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.839, Loss: 0.288 Epoch 20 Batch 258/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.840, Loss: 0.274 Epoch 20 Batch 259/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.834, Loss: 0.270 Epoch 20 Batch 260/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.832, Loss: 0.276 Epoch 20 Batch 261/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.837, Loss: 0.286 Epoch 20 Batch 262/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.838, Loss: 0.282 Epoch 20 Batch 263/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.838, Loss: 0.263 Epoch 20 Batch 264/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.840, Loss: 0.292 Epoch 20 Batch 265/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.844, Loss: 0.295 Epoch 20 Batch 266/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.842, Loss: 0.301 Epoch 20 Batch 267/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.841, Loss: 0.262 Epoch 20 Batch 268/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.850, Loss: 0.282 Epoch 20 Batch 269/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.846, Loss: 0.298 Epoch 20 Batch 270/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.846, Loss: 0.306 Epoch 20 Batch 271/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.846, Loss: 0.276 Epoch 20 Batch 272/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.848, Loss: 0.346 Epoch 20 Batch 273/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.850, Loss: 0.271 Epoch 20 Batch 274/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.846, Loss: 0.269 Epoch 20 Batch 275/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.851, Loss: 0.291 Epoch 20 Batch 276/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.855, Loss: 0.321 Epoch 20 Batch 277/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.851, Loss: 0.242 Epoch 20 Batch 278/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.842, Loss: 0.305 Epoch 20 Batch 279/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.847, Loss: 0.315 Epoch 20 Batch 280/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.843, Loss: 0.285 Epoch 20 Batch 281/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.838, Loss: 0.291 Epoch 20 Batch 282/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.838, Loss: 0.330 Epoch 20 Batch 283/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.837, Loss: 0.290 Epoch 20 Batch 284/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.835, Loss: 0.301 Epoch 20 Batch 285/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.836, Loss: 0.293 Epoch 20 Batch 286/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.835, Loss: 0.262 Epoch 20 Batch 287/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.834, Loss: 0.281 Epoch 20 Batch 288/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.835, Loss: 0.291 Epoch 20 Batch 289/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.831, Loss: 0.285 Epoch 20 Batch 290/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.829, Loss: 0.319 Epoch 20 Batch 291/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.828, Loss: 0.314 Epoch 20 Batch 292/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.827, Loss: 0.283 Epoch 20 Batch 293/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.829, Loss: 0.309 Epoch 20 Batch 294/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.824, Loss: 0.261 Epoch 20 Batch 295/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.837, Loss: 0.301 Epoch 20 Batch 296/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.833, Loss: 0.283 Epoch 20 Batch 297/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.835, Loss: 0.331 Epoch 20 Batch 298/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.836, Loss: 0.304 Epoch 20 Batch 299/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.836, Loss: 0.289 Epoch 20 Batch 300/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.842, Loss: 0.291 Epoch 20 Batch 301/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.842, Loss: 0.268 Epoch 20 Batch 302/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.839, Loss: 0.272 Epoch 20 Batch 303/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.841, Loss: 0.313 Epoch 20 Batch 304/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.836, Loss: 0.271 Epoch 20 Batch 305/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.833, Loss: 0.288 Epoch 20 Batch 306/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.842, Loss: 0.287 Epoch 20 Batch 307/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.842, Loss: 0.282 Epoch 20 Batch 308/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.838, Loss: 0.308 Epoch 20 Batch 309/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.838, Loss: 0.257 Epoch 20 Batch 310/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.839, Loss: 0.305 Epoch 20 Batch 311/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.843, Loss: 0.269 Epoch 20 Batch 312/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.842, Loss: 0.308 Epoch 20 Batch 313/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.841, Loss: 0.263 Epoch 20 Batch 314/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.839, Loss: 0.286 Epoch 20 Batch 315/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.842, Loss: 0.275 Epoch 20 Batch 316/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.839, Loss: 0.279 Epoch 20 Batch 317/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.835, Loss: 0.316 Epoch 20 Batch 318/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.835, Loss: 0.287 Epoch 20 Batch 319/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.840, Loss: 0.284 Epoch 20 Batch 320/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.838, Loss: 0.308 Epoch 20 Batch 321/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.838, Loss: 0.303 Epoch 20 Batch 322/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.844, Loss: 0.264 Epoch 20 Batch 323/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.844, Loss: 0.280 Epoch 20 Batch 324/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.838, Loss: 0.297 Epoch 20 Batch 325/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.838, Loss: 0.279 Epoch 20 Batch 326/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.833, Loss: 0.277 Epoch 20 Batch 327/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.834, Loss: 0.315 Epoch 20 Batch 328/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.834, Loss: 0.319 Epoch 20 Batch 329/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.837, Loss: 0.318 Epoch 20 Batch 330/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.830, Loss: 0.291 Epoch 20 Batch 331/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.833, Loss: 0.301 Epoch 20 Batch 332/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.835, Loss: 0.241 Epoch 20 Batch 333/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.826, Loss: 0.284 Epoch 20 Batch 334/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.827, Loss: 0.288 Epoch 20 Batch 335/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.823, Loss: 0.268 Epoch 20 Batch 336/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.822, Loss: 0.298 Epoch 20 Batch 337/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.823, Loss: 0.289 Epoch 20 Batch 338/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.823, Loss: 0.323 Epoch 20 Batch 339/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.825, Loss: 0.260 Epoch 20 Batch 340/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.828, Loss: 0.294 Epoch 20 Batch 341/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.833, Loss: 0.319 Epoch 20 Batch 342/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.834, Loss: 0.268 Epoch 20 Batch 343/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.834, Loss: 0.293 Epoch 20 Batch 344/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.832, Loss: 0.284 Epoch 20 Batch 345/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.826, Loss: 0.275 Epoch 20 Batch 346/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.828, Loss: 0.292 Epoch 20 Batch 347/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.827, Loss: 0.273 Epoch 20 Batch 348/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.826, Loss: 0.273 Epoch 20 Batch 349/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.829, Loss: 0.274 Epoch 20 Batch 350/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.831, Loss: 0.307 Epoch 20 Batch 351/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.832, Loss: 0.304 Epoch 20 Batch 352/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.830, Loss: 0.334 Epoch 20 Batch 353/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.838, Loss: 0.308 Epoch 20 Batch 354/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.833, Loss: 0.313 Epoch 20 Batch 355/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.839, Loss: 0.298 Epoch 20 Batch 356/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.840, Loss: 0.281 Epoch 20 Batch 357/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.840, Loss: 0.277 Epoch 20 Batch 358/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.840, Loss: 0.300 Epoch 20 Batch 359/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.838, Loss: 0.270 Epoch 20 Batch 360/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.840, Loss: 0.299 Epoch 20 Batch 361/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.843, Loss: 0.309 Epoch 20 Batch 362/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.842, Loss: 0.309 Epoch 20 Batch 363/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.841, Loss: 0.297 Epoch 20 Batch 364/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.838, Loss: 0.303 Epoch 20 Batch 365/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.838, Loss: 0.264 Epoch 20 Batch 366/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.846, Loss: 0.271 Epoch 20 Batch 367/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.850, Loss: 0.256 Epoch 20 Batch 368/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.849, Loss: 0.309 Epoch 20 Batch 369/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.844, Loss: 0.270 Epoch 20 Batch 370/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.836, Loss: 0.297 Epoch 20 Batch 371/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.836, Loss: 0.282 Epoch 20 Batch 372/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.837, Loss: 0.277 Epoch 20 Batch 373/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.837, Loss: 0.261 Epoch 20 Batch 374/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.836, Loss: 0.326 Epoch 20 Batch 375/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.836, Loss: 0.275 Epoch 20 Batch 376/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.835, Loss: 0.295 Epoch 20 Batch 377/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.842, Loss: 0.293 Epoch 20 Batch 378/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.841, Loss: 0.258 Epoch 20 Batch 379/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.848, Loss: 0.347 Epoch 20 Batch 380/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.848, Loss: 0.266 Epoch 20 Batch 381/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.853, Loss: 0.302 Epoch 20 Batch 382/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.852, Loss: 0.327 Epoch 20 Batch 383/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.854, Loss: 0.283 Epoch 20 Batch 384/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.848, Loss: 0.288 Epoch 20 Batch 385/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.847, Loss: 0.294 Epoch 20 Batch 386/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.848, Loss: 0.269 Epoch 20 Batch 387/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.853, Loss: 0.275 Epoch 20 Batch 388/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.844, Loss: 0.282 Epoch 20 Batch 389/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.835, Loss: 0.276 Epoch 20 Batch 390/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.829, Loss: 0.309 Epoch 20 Batch 391/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.832, Loss: 0.295 Epoch 20 Batch 392/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.833, Loss: 0.287 Epoch 20 Batch 393/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.830, Loss: 0.276 Epoch 20 Batch 394/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.834, Loss: 0.305 Epoch 20 Batch 395/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.846, Loss: 0.267 Epoch 20 Batch 396/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.838, Loss: 0.301 Epoch 20 Batch 397/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.839, Loss: 0.272 Epoch 20 Batch 398/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.841, Loss: 0.319 Epoch 20 Batch 399/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.839, Loss: 0.309 Epoch 20 Batch 400/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.832, Loss: 0.316 Epoch 20 Batch 401/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.833, Loss: 0.299 Epoch 20 Batch 402/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.827, Loss: 0.274 Epoch 20 Batch 403/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.834, Loss: 0.312 Epoch 20 Batch 404/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.838, Loss: 0.280 Epoch 20 Batch 405/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.838, Loss: 0.310 Epoch 20 Batch 406/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.838, Loss: 0.277 Epoch 20 Batch 407/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.838, Loss: 0.329 Epoch 20 Batch 408/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.839, Loss: 0.287 Epoch 20 Batch 409/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.842, Loss: 0.315 Epoch 20 Batch 410/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.837, Loss: 0.311 Epoch 20 Batch 411/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.834, Loss: 0.284 Epoch 20 Batch 412/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.839, Loss: 0.276 Epoch 20 Batch 413/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.836, Loss: 0.273 Epoch 20 Batch 414/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.836, Loss: 0.303 Epoch 20 Batch 415/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.838, Loss: 0.274 Epoch 20 Batch 416/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.842, Loss: 0.306 Epoch 20 Batch 417/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.841, Loss: 0.353 Epoch 20 Batch 418/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.842, Loss: 0.263 Epoch 20 Batch 419/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.843, Loss: 0.271 Epoch 20 Batch 420/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.842, Loss: 0.270 Epoch 20 Batch 421/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.843, Loss: 0.313 Epoch 20 Batch 422/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.837, Loss: 0.295 Epoch 20 Batch 423/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.838, Loss: 0.314 Epoch 20 Batch 424/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.836, Loss: 0.278 Epoch 20 Batch 425/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.835, Loss: 0.264 Epoch 20 Batch 426/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.836, Loss: 0.308 Epoch 20 Batch 427/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.836, Loss: 0.279 Epoch 20 Batch 428/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.835, Loss: 0.283 Epoch 20 Batch 429/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.833, Loss: 0.276 Epoch 20 Batch 430/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.831, Loss: 0.269 Epoch 20 Batch 431/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.833, Loss: 0.256 Epoch 20 Batch 432/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.833, Loss: 0.307 Epoch 20 Batch 433/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.833, Loss: 0.305 Epoch 20 Batch 434/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.841, Loss: 0.292 Epoch 20 Batch 435/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.840, Loss: 0.306 Epoch 20 Batch 436/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.835, Loss: 0.275 Epoch 20 Batch 437/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.831, Loss: 0.277 Epoch 20 Batch 438/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.819, Loss: 0.286 Epoch 20 Batch 439/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.823, Loss: 0.324 Epoch 20 Batch 440/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.823, Loss: 0.296 Epoch 20 Batch 441/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.823, Loss: 0.283 Epoch 20 Batch 442/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.828, Loss: 0.291 Epoch 20 Batch 443/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.828, Loss: 0.276 Epoch 20 Batch 444/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.828, Loss: 0.283 Epoch 20 Batch 445/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.825, Loss: 0.322 Epoch 20 Batch 446/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.828, Loss: 0.239 Epoch 20 Batch 447/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.832, Loss: 0.301 Epoch 20 Batch 448/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.833, Loss: 0.326 Epoch 20 Batch 449/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.830, Loss: 0.315 Epoch 20 Batch 450/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.830, Loss: 0.272 Epoch 20 Batch 451/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.267 Epoch 20 Batch 452/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.830, Loss: 0.303 Epoch 20 Batch 453/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.830, Loss: 0.278 Epoch 20 Batch 454/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.294 Epoch 20 Batch 455/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.836, Loss: 0.284 Epoch 20 Batch 456/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.836, Loss: 0.280 Epoch 20 Batch 457/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.830, Loss: 0.264 Epoch 20 Batch 458/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.831, Loss: 0.291 Epoch 20 Batch 459/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.828, Loss: 0.259 Epoch 20 Batch 460/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.831, Loss: 0.305 Epoch 20 Batch 461/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.830, Loss: 0.285 Epoch 20 Batch 462/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.836, Loss: 0.280 Epoch 20 Batch 463/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.299 Epoch 20 Batch 464/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.831, Loss: 0.279 Epoch 20 Batch 465/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.832, Loss: 0.344 Epoch 20 Batch 466/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.831, Loss: 0.304 Epoch 20 Batch 467/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.835, Loss: 0.277 Epoch 20 Batch 468/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.835, Loss: 0.300 Epoch 20 Batch 469/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.840, Loss: 0.292 Epoch 20 Batch 470/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.839, Loss: 0.312 Epoch 20 Batch 471/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.835, Loss: 0.289 Epoch 20 Batch 472/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.838, Loss: 0.270 Epoch 20 Batch 473/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.842, Loss: 0.303 Epoch 20 Batch 474/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.843, Loss: 0.290 Epoch 20 Batch 475/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.843, Loss: 0.283 Epoch 20 Batch 476/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.843, Loss: 0.291 Epoch 20 Batch 477/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.835, Loss: 0.295 Epoch 20 Batch 478/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.835, Loss: 0.303 Epoch 20 Batch 479/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.839, Loss: 0.311 Epoch 20 Batch 480/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.838, Loss: 0.279 Epoch 20 Batch 481/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.839, Loss: 0.281 Epoch 20 Batch 482/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.836, Loss: 0.316 Epoch 20 Batch 483/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.833, Loss: 0.276 Epoch 20 Batch 484/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.836, Loss: 0.300 Epoch 20 Batch 485/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.836, Loss: 0.290 Epoch 20 Batch 486/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.839, Loss: 0.273 Epoch 20 Batch 487/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.843, Loss: 0.292 Epoch 20 Batch 488/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.839, Loss: 0.280 Epoch 20 Batch 489/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.838, Loss: 0.268 Epoch 20 Batch 490/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.837, Loss: 0.308 Epoch 20 Batch 491/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.838, Loss: 0.294 Epoch 20 Batch 492/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.841, Loss: 0.308 Epoch 20 Batch 493/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.840, Loss: 0.280 Epoch 20 Batch 494/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.835, Loss: 0.273 Epoch 20 Batch 495/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.280 Epoch 20 Batch 496/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.842, Loss: 0.299 Epoch 20 Batch 497/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.851, Loss: 0.311 Epoch 20 Batch 498/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.840, Loss: 0.291 Epoch 20 Batch 499/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.841, Loss: 0.256 Epoch 20 Batch 500/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.839, Loss: 0.268 Epoch 20 Batch 501/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.839, Loss: 0.288 Epoch 20 Batch 502/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.840, Loss: 0.269 Epoch 20 Batch 503/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.839, Loss: 0.293 Epoch 20 Batch 504/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.840, Loss: 0.299 Epoch 20 Batch 505/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.845, Loss: 0.250 Epoch 20 Batch 506/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.845, Loss: 0.277 Epoch 20 Batch 507/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.841, Loss: 0.274 Epoch 20 Batch 508/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.276 Epoch 20 Batch 509/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.851, Loss: 0.311 Epoch 20 Batch 510/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.852, Loss: 0.282 Epoch 20 Batch 511/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.852, Loss: 0.322 Epoch 20 Batch 512/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.845, Loss: 0.282 Epoch 20 Batch 513/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.283 Epoch 20 Batch 514/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.844, Loss: 0.291 Epoch 20 Batch 515/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.846, Loss: 0.275 Epoch 20 Batch 516/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.847, Loss: 0.252 Epoch 20 Batch 517/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.845, Loss: 0.290 Epoch 20 Batch 518/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.839, Loss: 0.279 Epoch 20 Batch 519/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.841, Loss: 0.303 Epoch 20 Batch 520/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.839, Loss: 0.280 Epoch 20 Batch 521/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.845, Loss: 0.283 Epoch 20 Batch 522/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.844, Loss: 0.307 Epoch 20 Batch 523/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.844, Loss: 0.288 Epoch 20 Batch 524/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.847, Loss: 0.278 Epoch 20 Batch 525/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.842, Loss: 0.305 Epoch 20 Batch 526/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.841, Loss: 0.279 Epoch 20 Batch 527/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.277 Epoch 20 Batch 528/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.840, Loss: 0.281 Epoch 20 Batch 529/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.840, Loss: 0.267 Epoch 20 Batch 530/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.836, Loss: 0.307 Epoch 20 Batch 531/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.837, Loss: 0.284 Epoch 20 Batch 532/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.837, Loss: 0.315 Epoch 20 Batch 533/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.836, Loss: 0.319 Epoch 20 Batch 534/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.836, Loss: 0.286 Epoch 20 Batch 535/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.841, Loss: 0.266 Epoch 20 Batch 536/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.841, Loss: 0.287 Epoch 20 Batch 537/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.840, Loss: 0.288 Epoch 20 Batch 538/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.840, Loss: 0.257 Epoch 20 Batch 539/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.852, Loss: 0.299 Epoch 20 Batch 540/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.849, Loss: 0.256 Epoch 20 Batch 541/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.284 Epoch 20 Batch 542/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.280 Epoch 20 Batch 543/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.293 Epoch 20 Batch 544/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.826, Loss: 0.281 Epoch 20 Batch 545/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.827, Loss: 0.323 Epoch 20 Batch 546/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.822, Loss: 0.319 Epoch 20 Batch 547/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.821, Loss: 0.269 Epoch 20 Batch 548/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.825, Loss: 0.295 Epoch 20 Batch 549/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.829, Loss: 0.301 Epoch 20 Batch 550/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.838, Loss: 0.296 Epoch 20 Batch 551/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.842, Loss: 0.305 Epoch 20 Batch 552/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.839, Loss: 0.301 Epoch 20 Batch 553/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.836, Loss: 0.302 Epoch 20 Batch 554/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.845, Loss: 0.315 Epoch 20 Batch 555/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.850, Loss: 0.287 Epoch 20 Batch 556/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.847, Loss: 0.272 Epoch 20 Batch 557/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.847, Loss: 0.276 Epoch 20 Batch 558/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.848, Loss: 0.260 Epoch 20 Batch 559/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.848, Loss: 0.300 Epoch 20 Batch 560/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.847, Loss: 0.274 Epoch 20 Batch 561/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.838, Loss: 0.265 Epoch 20 Batch 562/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.843, Loss: 0.268 Epoch 20 Batch 563/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.844, Loss: 0.310 Epoch 20 Batch 564/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.849, Loss: 0.307 Epoch 20 Batch 565/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.843, Loss: 0.297 Epoch 20 Batch 566/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.844, Loss: 0.333 Epoch 20 Batch 567/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.844, Loss: 0.298 Epoch 20 Batch 568/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.844, Loss: 0.294 Epoch 20 Batch 569/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.847, Loss: 0.299 Epoch 20 Batch 570/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.846, Loss: 0.304 Epoch 20 Batch 571/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.846, Loss: 0.271 Epoch 20 Batch 572/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.846, Loss: 0.274 Epoch 20 Batch 573/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.845, Loss: 0.326 Epoch 20 Batch 574/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.843, Loss: 0.292 Epoch 20 Batch 575/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.846, Loss: 0.283 Epoch 20 Batch 576/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.850, Loss: 0.302 Epoch 20 Batch 577/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.853, Loss: 0.331 Epoch 20 Batch 578/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.849, Loss: 0.303 Epoch 20 Batch 579/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.848, Loss: 0.269 Epoch 20 Batch 580/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.263 Epoch 20 Batch 581/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.838, Loss: 0.283 Epoch 20 Batch 582/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.834, Loss: 0.299 Epoch 20 Batch 583/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.836, Loss: 0.309 Epoch 20 Batch 584/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.838, Loss: 0.287 Epoch 20 Batch 585/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.837, Loss: 0.242 Epoch 20 Batch 586/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.833, Loss: 0.291 Epoch 20 Batch 587/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.828, Loss: 0.278 Epoch 20 Batch 588/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.828, Loss: 0.277 Epoch 20 Batch 589/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.822, Loss: 0.287 Epoch 20 Batch 590/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.823, Loss: 0.301 Epoch 20 Batch 591/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.275 Epoch 20 Batch 592/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.823, Loss: 0.299 Epoch 20 Batch 593/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.822, Loss: 0.292 Epoch 20 Batch 594/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.827, Loss: 0.291 Epoch 20 Batch 595/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.827, Loss: 0.304 Epoch 20 Batch 596/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.827, Loss: 0.318 Epoch 20 Batch 597/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.832, Loss: 0.277 Epoch 20 Batch 598/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.832, Loss: 0.290 Epoch 20 Batch 599/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.841, Loss: 0.323 Epoch 20 Batch 600/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.840, Loss: 0.283 Epoch 20 Batch 601/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.842, Loss: 0.282 Epoch 20 Batch 602/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.843, Loss: 0.292 Epoch 20 Batch 603/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.280 Epoch 20 Batch 604/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.852, Loss: 0.318 Epoch 20 Batch 605/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.851, Loss: 0.316 Epoch 20 Batch 606/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.842, Loss: 0.251 Epoch 20 Batch 607/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.846, Loss: 0.286 Epoch 20 Batch 608/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.842, Loss: 0.301 Epoch 20 Batch 609/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.837, Loss: 0.311 Epoch 20 Batch 610/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.838, Loss: 0.294 Epoch 20 Batch 611/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.841, Loss: 0.292 Epoch 20 Batch 612/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.840, Loss: 0.257 Epoch 20 Batch 613/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.840, Loss: 0.302 Epoch 20 Batch 614/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.835, Loss: 0.289 Epoch 20 Batch 615/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.835, Loss: 0.297 Epoch 20 Batch 616/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.837, Loss: 0.298 Epoch 20 Batch 617/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.837, Loss: 0.274 Epoch 20 Batch 618/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.842, Loss: 0.283 Epoch 20 Batch 619/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.842, Loss: 0.293 Epoch 20 Batch 620/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.844, Loss: 0.271 Epoch 20 Batch 621/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.844, Loss: 0.317 Epoch 20 Batch 622/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.844, Loss: 0.313 Epoch 20 Batch 623/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.846, Loss: 0.306 Epoch 20 Batch 624/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.845, Loss: 0.265 Epoch 20 Batch 625/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.845, Loss: 0.280 Epoch 20 Batch 626/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.844, Loss: 0.261 Epoch 20 Batch 627/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.844, Loss: 0.271 Epoch 20 Batch 628/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.313 Epoch 20 Batch 629/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.847, Loss: 0.309 Epoch 20 Batch 630/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.848, Loss: 0.298 Epoch 20 Batch 631/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.844, Loss: 0.281 Epoch 20 Batch 632/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.279 Epoch 20 Batch 633/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.844, Loss: 0.305 Epoch 20 Batch 634/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.844, Loss: 0.264 Epoch 20 Batch 635/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.845, Loss: 0.317 Epoch 20 Batch 636/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.274 Epoch 20 Batch 637/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.838, Loss: 0.310 Epoch 20 Batch 638/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.842, Loss: 0.294 Epoch 20 Batch 639/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.843, Loss: 0.288 Epoch 20 Batch 640/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.843, Loss: 0.278 Epoch 20 Batch 641/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.838, Loss: 0.298 Epoch 20 Batch 642/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.843, Loss: 0.295 Epoch 20 Batch 643/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.843, Loss: 0.266 Epoch 20 Batch 644/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.844, Loss: 0.283 Epoch 20 Batch 645/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.839, Loss: 0.272 Epoch 20 Batch 646/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.844, Loss: 0.279 Epoch 20 Batch 647/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.839, Loss: 0.283 Epoch 20 Batch 648/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.837, Loss: 0.272 Epoch 20 Batch 649/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.283 Epoch 20 Batch 650/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.291 Epoch 20 Batch 651/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.290 Epoch 20 Batch 652/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.838, Loss: 0.306 Epoch 20 Batch 653/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.838, Loss: 0.290 Epoch 20 Batch 654/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.838, Loss: 0.270 Epoch 20 Batch 655/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.840, Loss: 0.310 Epoch 20 Batch 656/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.839, Loss: 0.298 Epoch 20 Batch 657/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.308 Epoch 20 Batch 658/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.846, Loss: 0.284 Epoch 20 Batch 659/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.850, Loss: 0.284 Epoch 20 Batch 660/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.850, Loss: 0.295 Epoch 20 Batch 661/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.846, Loss: 0.249 Epoch 20 Batch 662/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.845, Loss: 0.267 Epoch 20 Batch 663/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.851, Loss: 0.265 Epoch 20 Batch 664/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.286 Epoch 20 Batch 665/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.278 Epoch 20 Batch 666/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.296 Epoch 20 Batch 667/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.851, Loss: 0.305 Epoch 20 Batch 668/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.850, Loss: 0.263 Epoch 20 Batch 669/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.851, Loss: 0.282 Epoch 20 Batch 670/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.849, Loss: 0.257 Epoch 20 Batch 671/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.852, Loss: 0.310 Epoch 20 Batch 672/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.851, Loss: 0.279 Epoch 20 Batch 673/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.848, Loss: 0.274 Epoch 20 Batch 674/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.849, Loss: 0.289 Epoch 20 Batch 675/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.854, Loss: 0.285 Epoch 20 Batch 676/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.849, Loss: 0.302 Epoch 20 Batch 677/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.848, Loss: 0.288 Epoch 20 Batch 678/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.843, Loss: 0.257 Epoch 20 Batch 679/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.843, Loss: 0.310 Epoch 20 Batch 680/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.259 Epoch 20 Batch 681/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.844, Loss: 0.302 Epoch 20 Batch 682/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.839, Loss: 0.285 Epoch 20 Batch 683/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.835, Loss: 0.278 Epoch 20 Batch 684/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.833, Loss: 0.285 Epoch 20 Batch 685/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.832, Loss: 0.302 Epoch 20 Batch 686/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.837, Loss: 0.275 Epoch 20 Batch 687/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.833, Loss: 0.314 Epoch 20 Batch 688/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.828, Loss: 0.271 Epoch 20 Batch 689/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.828, Loss: 0.283 Epoch 20 Batch 690/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.827, Loss: 0.283 Epoch 20 Batch 691/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.828, Loss: 0.326 Epoch 20 Batch 692/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.830, Loss: 0.273 Epoch 20 Batch 693/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.837, Loss: 0.344 Epoch 20 Batch 694/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.837, Loss: 0.281 Epoch 20 Batch 695/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.844, Loss: 0.255 Epoch 20 Batch 696/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.849, Loss: 0.287 Epoch 20 Batch 697/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.849, Loss: 0.285 Epoch 20 Batch 698/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.849, Loss: 0.265 Epoch 20 Batch 699/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.847, Loss: 0.272 Epoch 20 Batch 700/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.851, Loss: 0.267 Epoch 20 Batch 701/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.853, Loss: 0.298 Epoch 20 Batch 702/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.849, Loss: 0.316 Epoch 20 Batch 703/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.849, Loss: 0.303 Epoch 20 Batch 704/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.844, Loss: 0.306 Epoch 20 Batch 705/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.840, Loss: 0.314 Epoch 20 Batch 706/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.848, Loss: 0.305 Epoch 20 Batch 707/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.844, Loss: 0.297 Epoch 20 Batch 708/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.845, Loss: 0.280 Epoch 20 Batch 709/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.842, Loss: 0.300 Epoch 20 Batch 710/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.842, Loss: 0.267 Epoch 20 Batch 711/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.850, Loss: 0.331 Epoch 20 Batch 712/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.852, Loss: 0.293 Epoch 20 Batch 713/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.848, Loss: 0.255 Epoch 20 Batch 714/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.291 Epoch 20 Batch 715/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.841, Loss: 0.326 Epoch 20 Batch 716/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.835, Loss: 0.251 Epoch 20 Batch 717/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.839, Loss: 0.276 Epoch 20 Batch 718/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.843, Loss: 0.290 Epoch 20 Batch 719/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.843, Loss: 0.276 Epoch 20 Batch 720/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.845, Loss: 0.317 Epoch 20 Batch 721/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.294 Epoch 20 Batch 722/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.841, Loss: 0.264 Epoch 20 Batch 723/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.843, Loss: 0.289 Epoch 20 Batch 724/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.846, Loss: 0.304 Epoch 20 Batch 725/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.843, Loss: 0.257 Epoch 20 Batch 726/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.845, Loss: 0.277 Epoch 20 Batch 727/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.841, Loss: 0.268 Epoch 20 Batch 728/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.839, Loss: 0.291 Epoch 20 Batch 729/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.847, Loss: 0.304 Epoch 20 Batch 730/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.850, Loss: 0.311 Epoch 20 Batch 731/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.849, Loss: 0.284 Epoch 20 Batch 732/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.848, Loss: 0.312 Epoch 20 Batch 733/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.853, Loss: 0.315 Epoch 20 Batch 734/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.853, Loss: 0.321 Epoch 20 Batch 735/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.853, Loss: 0.298 Epoch 20 Batch 736/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.850, Loss: 0.276 Epoch 20 Batch 737/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.849, Loss: 0.315 Epoch 20 Batch 738/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.839, Loss: 0.254 Epoch 20 Batch 739/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.841, Loss: 0.254 Epoch 20 Batch 740/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.266 Epoch 20 Batch 741/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.835, Loss: 0.291 Epoch 20 Batch 742/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.835, Loss: 0.273 Epoch 20 Batch 743/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.833, Loss: 0.296 Epoch 20 Batch 744/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.834, Loss: 0.257 Epoch 20 Batch 745/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.289 Epoch 20 Batch 746/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.829, Loss: 0.278 Epoch 20 Batch 747/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.841, Loss: 0.244 Epoch 20 Batch 748/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.836, Loss: 0.250 Epoch 20 Batch 749/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.836, Loss: 0.292 Epoch 20 Batch 750/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.842, Loss: 0.283 Epoch 20 Batch 751/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.848, Loss: 0.280 Epoch 20 Batch 752/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.847, Loss: 0.251 Epoch 20 Batch 753/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.846, Loss: 0.291 Epoch 20 Batch 754/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.846, Loss: 0.296 Epoch 20 Batch 755/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.846, Loss: 0.290 Epoch 20 Batch 756/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.846, Loss: 0.262 Epoch 20 Batch 757/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.841, Loss: 0.310 Epoch 20 Batch 758/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.846, Loss: 0.253 Epoch 20 Batch 759/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.847, Loss: 0.248 Epoch 20 Batch 760/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.849, Loss: 0.305 Epoch 20 Batch 761/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.850, Loss: 0.282 Epoch 20 Batch 762/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.844, Loss: 0.258 Epoch 20 Batch 763/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.846, Loss: 0.260 Epoch 20 Batch 764/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.846, Loss: 0.290 Epoch 20 Batch 765/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.846, Loss: 0.281 Epoch 20 Batch 766/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.846, Loss: 0.295 Epoch 20 Batch 767/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.848, Loss: 0.274 Epoch 20 Batch 768/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.848, Loss: 0.283 Epoch 20 Batch 769/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.849, Loss: 0.287 Epoch 20 Batch 770/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.846, Loss: 0.272 Epoch 20 Batch 771/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.850, Loss: 0.308 Epoch 20 Batch 772/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.858, Loss: 0.268 Epoch 20 Batch 773/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.862, Loss: 0.272 Epoch 20 Batch 774/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.862, Loss: 0.298 Epoch 20 Batch 775/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.862, Loss: 0.285 Epoch 20 Batch 776/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.854, Loss: 0.274 Epoch 20 Batch 777/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.853, Loss: 0.296 Epoch 20 Batch 778/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.851, Loss: 0.265 Epoch 20 Batch 779/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.855, Loss: 0.290 Epoch 20 Batch 780/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.850, Loss: 0.314 Epoch 20 Batch 781/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.846, Loss: 0.259 Epoch 20 Batch 782/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.845, Loss: 0.287 Epoch 20 Batch 783/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.844, Loss: 0.304 Epoch 20 Batch 784/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.845, Loss: 0.265 Epoch 20 Batch 785/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.844, Loss: 0.276 Epoch 20 Batch 786/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.286 Epoch 20 Batch 787/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.838, Loss: 0.275 Epoch 20 Batch 788/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.838, Loss: 0.269 Epoch 20 Batch 789/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.842, Loss: 0.284 Epoch 20 Batch 790/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.846, Loss: 0.305 Epoch 20 Batch 791/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.844, Loss: 0.299 Epoch 20 Batch 792/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.847, Loss: 0.290 Epoch 20 Batch 793/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.854, Loss: 0.293 Epoch 20 Batch 794/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.850, Loss: 0.280 Epoch 20 Batch 795/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.847, Loss: 0.331 Epoch 20 Batch 796/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.843, Loss: 0.301 Epoch 20 Batch 797/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.842, Loss: 0.276 Epoch 20 Batch 798/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.842, Loss: 0.277 Epoch 20 Batch 799/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.839, Loss: 0.312 Epoch 20 Batch 800/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.835, Loss: 0.265 Epoch 20 Batch 801/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.837, Loss: 0.296 Epoch 20 Batch 802/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.828, Loss: 0.301 Epoch 20 Batch 803/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.830, Loss: 0.294 Epoch 20 Batch 804/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.836, Loss: 0.281 Epoch 20 Batch 805/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.836, Loss: 0.294 Epoch 20 Batch 806/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.836, Loss: 0.278 Epoch 20 Batch 807/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.840, Loss: 0.278 Epoch 20 Batch 808/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.848, Loss: 0.302 Epoch 20 Batch 809/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.855, Loss: 0.296 Epoch 20 Batch 810/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.857, Loss: 0.258 Epoch 20 Batch 811/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.848, Loss: 0.258 Epoch 20 Batch 812/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.849, Loss: 0.298 Epoch 20 Batch 813/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.846, Loss: 0.290 Epoch 20 Batch 814/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.841, Loss: 0.288 Epoch 20 Batch 815/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.847, Loss: 0.270 Epoch 20 Batch 816/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.846, Loss: 0.295 Epoch 20 Batch 817/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.846, Loss: 0.309 Epoch 20 Batch 818/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.845, Loss: 0.285 Epoch 20 Batch 819/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.845, Loss: 0.281 Epoch 20 Batch 820/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.845, Loss: 0.315 Epoch 20 Batch 821/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.846, Loss: 0.280 Epoch 20 Batch 822/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.841, Loss: 0.282 Epoch 20 Batch 823/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.841, Loss: 0.298 Epoch 20 Batch 824/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.845, Loss: 0.278 Epoch 20 Batch 825/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.842, Loss: 0.289 Epoch 20 Batch 826/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.845, Loss: 0.273 Epoch 20 Batch 827/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.844, Loss: 0.298 Epoch 20 Batch 828/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.849, Loss: 0.272 Epoch 20 Batch 829/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.848, Loss: 0.323 Epoch 20 Batch 830/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.848, Loss: 0.297 Epoch 20 Batch 831/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.842, Loss: 0.287 Epoch 20 Batch 832/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.843, Loss: 0.289 Epoch 20 Batch 833/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.843, Loss: 0.302 Epoch 20 Batch 834/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.842, Loss: 0.280 Epoch 20 Batch 835/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.849, Loss: 0.292 Epoch 20 Batch 836/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.845, Loss: 0.281 Epoch 20 Batch 837/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.849, Loss: 0.327 Epoch 20 Batch 838/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.849, Loss: 0.287 Epoch 20 Batch 839/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.282 Epoch 20 Batch 840/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.849, Loss: 0.274 Epoch 20 Batch 841/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.847, Loss: 0.293 Epoch 20 Batch 842/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.849, Loss: 0.274 Epoch 20 Batch 843/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.849, Loss: 0.269 Epoch 20 Batch 844/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.849, Loss: 0.256 Epoch 20 Batch 845/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.844, Loss: 0.273 Epoch 20 Batch 846/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.845, Loss: 0.305 Epoch 20 Batch 847/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.843, Loss: 0.297 Epoch 20 Batch 848/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.847, Loss: 0.269 Epoch 20 Batch 849/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.844, Loss: 0.277 Epoch 20 Batch 850/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.843, Loss: 0.312 Epoch 20 Batch 851/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.842, Loss: 0.275 Epoch 20 Batch 852/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.848, Loss: 0.304 Epoch 20 Batch 853/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.848, Loss: 0.250 Epoch 20 Batch 854/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.854, Loss: 0.299 Epoch 20 Batch 855/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.842, Loss: 0.283 Epoch 20 Batch 856/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.841, Loss: 0.316 Epoch 20 Batch 857/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.255 Epoch 20 Batch 858/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.842, Loss: 0.265 Epoch 20 Batch 859/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.844, Loss: 0.290 Epoch 20 Batch 860/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.844, Loss: 0.289 Epoch 20 Batch 861/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.845, Loss: 0.295 Epoch 20 Batch 862/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.840, Loss: 0.291 Epoch 20 Batch 863/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.844, Loss: 0.268 Epoch 20 Batch 864/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.839, Loss: 0.285 Epoch 20 Batch 865/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.840, Loss: 0.274 Epoch 20 Batch 866/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.845, Loss: 0.271 Epoch 20 Batch 867/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.842, Loss: 0.344 Epoch 20 Batch 868/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.841, Loss: 0.270 Epoch 20 Batch 869/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.844, Loss: 0.304 Epoch 20 Batch 870/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.837, Loss: 0.315 Epoch 20 Batch 871/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.835, Loss: 0.282 Epoch 20 Batch 872/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.836, Loss: 0.272 Epoch 20 Batch 873/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.838, Loss: 0.289 Epoch 20 Batch 874/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.298 Epoch 20 Batch 875/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.835, Loss: 0.285 Epoch 20 Batch 876/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.838, Loss: 0.292 Epoch 20 Batch 877/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.841, Loss: 0.260 Epoch 20 Batch 878/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.835, Loss: 0.281 Epoch 20 Batch 879/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.839, Loss: 0.258 Epoch 20 Batch 880/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.839, Loss: 0.292 Epoch 20 Batch 881/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.837, Loss: 0.298 Epoch 20 Batch 882/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.839, Loss: 0.298 Epoch 20 Batch 883/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.839, Loss: 0.323 Epoch 20 Batch 884/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.839, Loss: 0.270 Epoch 20 Batch 885/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.829, Loss: 0.266 Epoch 20 Batch 886/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.839, Loss: 0.319 Epoch 20 Batch 887/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.838, Loss: 0.300 Epoch 20 Batch 888/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.838, Loss: 0.281 Epoch 20 Batch 889/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.834, Loss: 0.297 Epoch 20 Batch 890/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.829, Loss: 0.269 Epoch 20 Batch 891/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.826, Loss: 0.297 Epoch 20 Batch 892/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.827, Loss: 0.291 Epoch 20 Batch 893/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.831, Loss: 0.279 Epoch 20 Batch 894/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.836, Loss: 0.264 Epoch 20 Batch 895/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.840, Loss: 0.284 Epoch 20 Batch 896/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.844, Loss: 0.306 Epoch 20 Batch 897/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.849, Loss: 0.270 Epoch 20 Batch 898/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.850, Loss: 0.269 Epoch 20 Batch 899/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.845, Loss: 0.277 Epoch 20 Batch 900/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.853, Loss: 0.310 Epoch 20 Batch 901/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.853, Loss: 0.288 Epoch 20 Batch 902/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.852, Loss: 0.307 Epoch 20 Batch 903/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.846, Loss: 0.272 Epoch 20 Batch 904/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.853, Loss: 0.297 Epoch 20 Batch 905/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.853, Loss: 0.272 Epoch 20 Batch 906/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.853, Loss: 0.278 Epoch 20 Batch 907/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.848, Loss: 0.266 Epoch 20 Batch 908/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.846, Loss: 0.291 Epoch 20 Batch 909/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.854, Loss: 0.290 Epoch 20 Batch 910/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.853, Loss: 0.273 Epoch 20 Batch 911/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.849, Loss: 0.273 Epoch 20 Batch 912/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.853, Loss: 0.309 Epoch 20 Batch 913/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.853, Loss: 0.331 Epoch 20 Batch 914/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.850, Loss: 0.298 Epoch 20 Batch 915/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.849, Loss: 0.307 Epoch 20 Batch 916/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.848, Loss: 0.304 Epoch 20 Batch 917/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.847, Loss: 0.278 Epoch 20 Batch 918/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.844, Loss: 0.262 Epoch 20 Batch 919/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.840, Loss: 0.259 Epoch 20 Batch 920/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.838, Loss: 0.306 Epoch 20 Batch 921/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.846, Loss: 0.308 Epoch 20 Batch 922/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.844, Loss: 0.274 Epoch 20 Batch 923/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.844, Loss: 0.282 Epoch 20 Batch 924/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.847, Loss: 0.317 Epoch 20 Batch 925/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.853, Loss: 0.278 Epoch 20 Batch 926/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.847, Loss: 0.283 Epoch 20 Batch 927/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.838, Loss: 0.298 Epoch 20 Batch 928/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.274 Epoch 20 Batch 929/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.840, Loss: 0.297 Epoch 20 Batch 930/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.839, Loss: 0.285 Epoch 20 Batch 931/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.285 Epoch 20 Batch 932/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.837, Loss: 0.280 Epoch 20 Batch 933/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.311 Epoch 20 Batch 934/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.839, Loss: 0.287 Epoch 20 Batch 935/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.834, Loss: 0.305 Epoch 20 Batch 936/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.839, Loss: 0.286 Epoch 20 Batch 937/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.848, Loss: 0.299 Epoch 20 Batch 938/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.853, Loss: 0.302 Epoch 20 Batch 939/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.853, Loss: 0.312 Epoch 20 Batch 940/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.852, Loss: 0.274 Epoch 20 Batch 941/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.846, Loss: 0.253 Epoch 20 Batch 942/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.846, Loss: 0.317 Epoch 20 Batch 943/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.846, Loss: 0.290 Epoch 20 Batch 944/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.846, Loss: 0.261 Epoch 20 Batch 945/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.276 Epoch 20 Batch 946/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.853, Loss: 0.285 Epoch 20 Batch 947/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.853, Loss: 0.311 Epoch 20 Batch 948/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.851, Loss: 0.288 Epoch 20 Batch 949/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.852, Loss: 0.265 Epoch 20 Batch 950/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.853, Loss: 0.279 Epoch 20 Batch 951/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.853, Loss: 0.281 Epoch 20 Batch 952/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.850, Loss: 0.279 Epoch 20 Batch 953/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.844, Loss: 0.281 Epoch 20 Batch 954/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.849, Loss: 0.295 Epoch 20 Batch 955/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.850, Loss: 0.288 Epoch 20 Batch 956/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.851, Loss: 0.281 Epoch 20 Batch 957/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.847, Loss: 0.282 Epoch 20 Batch 958/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.844, Loss: 0.289 Epoch 20 Batch 959/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.840, Loss: 0.268 Epoch 20 Batch 960/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.279 Epoch 20 Batch 961/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.832, Loss: 0.294 Epoch 20 Batch 962/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.832, Loss: 0.290 Epoch 20 Batch 963/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.832, Loss: 0.328 Epoch 20 Batch 964/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.832, Loss: 0.268 Epoch 20 Batch 965/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.833, Loss: 0.302 Epoch 20 Batch 966/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.835, Loss: 0.268 Epoch 20 Batch 967/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.840, Loss: 0.271 Epoch 20 Batch 968/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.840, Loss: 0.322 Epoch 20 Batch 969/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.839, Loss: 0.307 Epoch 20 Batch 970/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.841, Loss: 0.310 Epoch 20 Batch 971/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.845, Loss: 0.280 Epoch 20 Batch 972/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.840, Loss: 0.272 Epoch 20 Batch 973/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.841, Loss: 0.263 Epoch 20 Batch 974/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.842, Loss: 0.287 Epoch 20 Batch 975/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.839, Loss: 0.277 Epoch 20 Batch 976/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.833, Loss: 0.268 Epoch 20 Batch 977/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.838, Loss: 0.270 Epoch 20 Batch 978/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.304 Epoch 20 Batch 979/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.852, Loss: 0.318 Epoch 20 Batch 980/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.844, Loss: 0.288 Epoch 20 Batch 981/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.845, Loss: 0.311 Epoch 20 Batch 982/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.849, Loss: 0.287 Epoch 20 Batch 983/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.852, Loss: 0.297 Epoch 20 Batch 984/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.855, Loss: 0.308 Epoch 20 Batch 985/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.859, Loss: 0.259 Epoch 20 Batch 986/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.853, Loss: 0.306 Epoch 20 Batch 987/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.853, Loss: 0.272 Epoch 20 Batch 988/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.848, Loss: 0.277 Epoch 20 Batch 989/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.846, Loss: 0.309 Epoch 20 Batch 990/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.846, Loss: 0.308 Epoch 20 Batch 991/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.848, Loss: 0.275 Epoch 20 Batch 992/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.848, Loss: 0.297 Epoch 20 Batch 993/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.847, Loss: 0.267 Epoch 20 Batch 994/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.847, Loss: 0.276 Epoch 20 Batch 995/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.262 Epoch 20 Batch 996/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.857, Loss: 0.275 Epoch 20 Batch 997/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.846, Loss: 0.289 Epoch 20 Batch 998/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.845, Loss: 0.286 Epoch 20 Batch 999/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.845, Loss: 0.290 Epoch 20 Batch 1000/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.846, Loss: 0.272 Epoch 20 Batch 1001/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.850, Loss: 0.266 Epoch 20 Batch 1002/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.850, Loss: 0.278 Epoch 20 Batch 1003/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.848, Loss: 0.292 Epoch 20 Batch 1004/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.848, Loss: 0.294 Epoch 20 Batch 1005/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.849, Loss: 0.273 Epoch 20 Batch 1006/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.848, Loss: 0.261 Epoch 20 Batch 1007/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.847, Loss: 0.255 Epoch 20 Batch 1008/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.838, Loss: 0.302 Epoch 20 Batch 1009/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.840, Loss: 0.256 Epoch 20 Batch 1010/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.835, Loss: 0.285 Epoch 20 Batch 1011/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.834, Loss: 0.299 Epoch 20 Batch 1012/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.837, Loss: 0.262 Epoch 20 Batch 1013/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.837, Loss: 0.253 Epoch 20 Batch 1014/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.835, Loss: 0.295 Epoch 20 Batch 1015/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.840, Loss: 0.310 Epoch 20 Batch 1016/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.844, Loss: 0.301 Epoch 20 Batch 1017/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.848, Loss: 0.288 Epoch 20 Batch 1018/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.846, Loss: 0.260 Epoch 20 Batch 1019/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.850, Loss: 0.318 Epoch 20 Batch 1020/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.851, Loss: 0.274 Epoch 20 Batch 1021/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.851, Loss: 0.260 Epoch 20 Batch 1022/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.849, Loss: 0.276 Epoch 20 Batch 1023/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.852, Loss: 0.259 Epoch 20 Batch 1024/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.853, Loss: 0.300 Epoch 20 Batch 1025/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.850, Loss: 0.283 Epoch 20 Batch 1026/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.842, Loss: 0.275 Epoch 20 Batch 1027/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.838, Loss: 0.297 Epoch 20 Batch 1028/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.842, Loss: 0.291 Epoch 20 Batch 1029/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.843, Loss: 0.278 Epoch 20 Batch 1030/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.849, Loss: 0.273 Epoch 20 Batch 1031/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.847, Loss: 0.311 Epoch 20 Batch 1032/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.848, Loss: 0.304 Epoch 20 Batch 1033/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.848, Loss: 0.279 Epoch 20 Batch 1034/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.847, Loss: 0.295 Epoch 20 Batch 1035/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.847, Loss: 0.254 Epoch 20 Batch 1036/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.328 Epoch 20 Batch 1037/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.286 Epoch 20 Batch 1038/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.848, Loss: 0.297 Epoch 20 Batch 1039/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.846, Loss: 0.265 Epoch 20 Batch 1040/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.846, Loss: 0.309 Epoch 20 Batch 1041/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.846, Loss: 0.303 Epoch 20 Batch 1042/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.852, Loss: 0.290 Epoch 20 Batch 1043/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.851, Loss: 0.314 Epoch 20 Batch 1044/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.854, Loss: 0.290 Epoch 20 Batch 1045/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.854, Loss: 0.289 Epoch 20 Batch 1046/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.854, Loss: 0.246 Epoch 20 Batch 1047/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.855, Loss: 0.286 Epoch 20 Batch 1048/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.854, Loss: 0.276 Epoch 20 Batch 1049/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.854, Loss: 0.319 Epoch 20 Batch 1050/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.851, Loss: 0.279 Epoch 20 Batch 1051/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.852, Loss: 0.264 Epoch 20 Batch 1052/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.852, Loss: 0.264 Epoch 20 Batch 1053/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.852, Loss: 0.295 Epoch 20 Batch 1054/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.852, Loss: 0.274 Epoch 20 Batch 1055/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.852, Loss: 0.281 Epoch 20 Batch 1056/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.288 Epoch 20 Batch 1057/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.849, Loss: 0.303 Epoch 20 Batch 1058/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.849, Loss: 0.310 Epoch 20 Batch 1059/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.842, Loss: 0.321 Epoch 20 Batch 1060/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.851, Loss: 0.259 Epoch 20 Batch 1061/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.850, Loss: 0.325 Epoch 20 Batch 1062/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.845, Loss: 0.287 Epoch 20 Batch 1063/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.845, Loss: 0.277 Epoch 20 Batch 1064/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.842, Loss: 0.284 Epoch 20 Batch 1065/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.843, Loss: 0.283 Epoch 20 Batch 1066/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.849, Loss: 0.266 Epoch 20 Batch 1067/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.851, Loss: 0.297 Epoch 20 Batch 1068/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.850, Loss: 0.278 Epoch 20 Batch 1069/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.845, Loss: 0.250 Epoch 20 Batch 1070/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.844, Loss: 0.290 Epoch 20 Batch 1071/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.845, Loss: 0.274 Epoch 20 Batch 1072/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.849, Loss: 0.283 Epoch 20 Batch 1073/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.847, Loss: 0.318 Epoch 20 Batch 1074/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.843, Loss: 0.301 Epoch 20 Batch 1075/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.847, Loss: 0.314 Epoch 21 Batch 0/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.846, Loss: 0.249 Epoch 21 Batch 1/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.847, Loss: 0.274 Epoch 21 Batch 2/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.848, Loss: 0.280 Epoch 21 Batch 3/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.850, Loss: 0.278 Epoch 21 Batch 4/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.847, Loss: 0.272 Epoch 21 Batch 5/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.852, Loss: 0.312 Epoch 21 Batch 6/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.852, Loss: 0.288 Epoch 21 Batch 7/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.277 Epoch 21 Batch 8/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.847, Loss: 0.261 Epoch 21 Batch 9/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.287 Epoch 21 Batch 10/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.841, Loss: 0.310 Epoch 21 Batch 11/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.849, Loss: 0.272 Epoch 21 Batch 12/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.847, Loss: 0.299 Epoch 21 Batch 13/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.851, Loss: 0.294 Epoch 21 Batch 14/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.856, Loss: 0.263 Epoch 21 Batch 15/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.851, Loss: 0.278 Epoch 21 Batch 16/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.843, Loss: 0.276 Epoch 21 Batch 17/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.841, Loss: 0.274 Epoch 21 Batch 18/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.841, Loss: 0.282 Epoch 21 Batch 19/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.292 Epoch 21 Batch 20/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.848, Loss: 0.270 Epoch 21 Batch 21/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.843, Loss: 0.289 Epoch 21 Batch 22/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.842, Loss: 0.291 Epoch 21 Batch 23/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.277 Epoch 21 Batch 24/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.842, Loss: 0.275 Epoch 21 Batch 25/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.841, Loss: 0.274 Epoch 21 Batch 26/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.844, Loss: 0.295 Epoch 21 Batch 27/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.844, Loss: 0.251 Epoch 21 Batch 28/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.842, Loss: 0.287 Epoch 21 Batch 29/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.848, Loss: 0.285 Epoch 21 Batch 30/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.260 Epoch 21 Batch 31/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.848, Loss: 0.285 Epoch 21 Batch 32/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.845, Loss: 0.276 Epoch 21 Batch 33/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.838, Loss: 0.268 Epoch 21 Batch 34/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.838, Loss: 0.285 Epoch 21 Batch 35/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.828, Loss: 0.272 Epoch 21 Batch 36/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.832, Loss: 0.273 Epoch 21 Batch 37/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.834, Loss: 0.290 Epoch 21 Batch 38/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.329 Epoch 21 Batch 39/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.845, Loss: 0.312 Epoch 21 Batch 40/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.832, Loss: 0.279 Epoch 21 Batch 41/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.279 Epoch 21 Batch 42/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.831, Loss: 0.295 Epoch 21 Batch 43/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.831, Loss: 0.287 Epoch 21 Batch 44/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.837, Loss: 0.280 Epoch 21 Batch 45/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.836, Loss: 0.299 Epoch 21 Batch 46/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.836, Loss: 0.305 Epoch 21 Batch 47/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.836, Loss: 0.277 Epoch 21 Batch 48/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.837, Loss: 0.306 Epoch 21 Batch 49/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.841, Loss: 0.291 Epoch 21 Batch 50/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.842, Loss: 0.274 Epoch 21 Batch 51/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.842, Loss: 0.284 Epoch 21 Batch 52/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.291 Epoch 21 Batch 53/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.842, Loss: 0.283 Epoch 21 Batch 54/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.846, Loss: 0.344 Epoch 21 Batch 55/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.843, Loss: 0.289 Epoch 21 Batch 56/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.841, Loss: 0.250 Epoch 21 Batch 57/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.842, Loss: 0.266 Epoch 21 Batch 58/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.842, Loss: 0.263 Epoch 21 Batch 59/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.294 Epoch 21 Batch 60/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.851, Loss: 0.283 Epoch 21 Batch 61/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.851, Loss: 0.305 Epoch 21 Batch 62/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.851, Loss: 0.305 Epoch 21 Batch 63/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.850, Loss: 0.265 Epoch 21 Batch 64/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.844, Loss: 0.286 Epoch 21 Batch 65/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.851, Loss: 0.270 Epoch 21 Batch 66/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.848, Loss: 0.266 Epoch 21 Batch 67/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.847, Loss: 0.284 Epoch 21 Batch 68/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.848, Loss: 0.301 Epoch 21 Batch 69/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.855, Loss: 0.307 Epoch 21 Batch 70/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.855, Loss: 0.291 Epoch 21 Batch 71/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.851, Loss: 0.272 Epoch 21 Batch 72/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.852, Loss: 0.258 Epoch 21 Batch 73/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.847, Loss: 0.290 Epoch 21 Batch 74/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.846, Loss: 0.252 Epoch 21 Batch 75/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.845, Loss: 0.305 Epoch 21 Batch 76/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.839, Loss: 0.245 Epoch 21 Batch 77/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.844, Loss: 0.285 Epoch 21 Batch 78/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.842, Loss: 0.288 Epoch 21 Batch 79/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.843, Loss: 0.306 Epoch 21 Batch 80/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.842, Loss: 0.282 Epoch 21 Batch 81/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.848, Loss: 0.270 Epoch 21 Batch 82/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.842, Loss: 0.278 Epoch 21 Batch 83/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.303 Epoch 21 Batch 84/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.848, Loss: 0.295 Epoch 21 Batch 85/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.849, Loss: 0.268 Epoch 21 Batch 86/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.850, Loss: 0.290 Epoch 21 Batch 87/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.849, Loss: 0.325 Epoch 21 Batch 88/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.849, Loss: 0.285 Epoch 21 Batch 89/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.853, Loss: 0.275 Epoch 21 Batch 90/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.852, Loss: 0.313 Epoch 21 Batch 91/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.264 Epoch 21 Batch 92/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.293 Epoch 21 Batch 93/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.846, Loss: 0.290 Epoch 21 Batch 94/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.844, Loss: 0.278 Epoch 21 Batch 95/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.847, Loss: 0.299 Epoch 21 Batch 96/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.847, Loss: 0.274 Epoch 21 Batch 97/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.302 Epoch 21 Batch 98/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.849, Loss: 0.292 Epoch 21 Batch 99/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.851, Loss: 0.290 Epoch 21 Batch 100/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.852, Loss: 0.286 Epoch 21 Batch 101/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.851, Loss: 0.290 Epoch 21 Batch 102/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.853, Loss: 0.280 Epoch 21 Batch 103/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.852, Loss: 0.309 Epoch 21 Batch 104/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.290 Epoch 21 Batch 105/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.855, Loss: 0.276 Epoch 21 Batch 106/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.855, Loss: 0.324 Epoch 21 Batch 107/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.857, Loss: 0.281 Epoch 21 Batch 108/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.843, Loss: 0.260 Epoch 21 Batch 109/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.275 Epoch 21 Batch 110/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.848, Loss: 0.251 Epoch 21 Batch 111/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.850, Loss: 0.285 Epoch 21 Batch 112/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.849, Loss: 0.276 Epoch 21 Batch 113/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.851, Loss: 0.290 Epoch 21 Batch 114/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.855, Loss: 0.270 Epoch 21 Batch 115/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.854, Loss: 0.311 Epoch 21 Batch 116/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.859, Loss: 0.314 Epoch 21 Batch 117/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.860, Loss: 0.296 Epoch 21 Batch 118/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.854, Loss: 0.296 Epoch 21 Batch 119/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.853, Loss: 0.302 Epoch 21 Batch 120/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.850, Loss: 0.306 Epoch 21 Batch 121/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.847, Loss: 0.297 Epoch 21 Batch 122/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.849, Loss: 0.276 Epoch 21 Batch 123/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.845, Loss: 0.249 Epoch 21 Batch 124/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.844, Loss: 0.298 Epoch 21 Batch 125/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.843, Loss: 0.299 Epoch 21 Batch 126/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.253 Epoch 21 Batch 127/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.848, Loss: 0.263 Epoch 21 Batch 128/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.838, Loss: 0.257 Epoch 21 Batch 129/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.839, Loss: 0.283 Epoch 21 Batch 130/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.841, Loss: 0.257 Epoch 21 Batch 131/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.847, Loss: 0.280 Epoch 21 Batch 132/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.285 Epoch 21 Batch 133/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.838, Loss: 0.269 Epoch 21 Batch 134/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.832, Loss: 0.268 Epoch 21 Batch 135/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.833, Loss: 0.294 Epoch 21 Batch 136/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.832, Loss: 0.277 Epoch 21 Batch 137/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.831, Loss: 0.263 Epoch 21 Batch 138/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.835, Loss: 0.269 Epoch 21 Batch 139/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.834, Loss: 0.306 Epoch 21 Batch 140/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.834, Loss: 0.319 Epoch 21 Batch 141/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.838, Loss: 0.276 Epoch 21 Batch 142/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.840, Loss: 0.261 Epoch 21 Batch 143/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.841, Loss: 0.296 Epoch 21 Batch 144/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.849, Loss: 0.315 Epoch 21 Batch 145/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.850, Loss: 0.312 Epoch 21 Batch 146/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.846, Loss: 0.316 Epoch 21 Batch 147/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.846, Loss: 0.321 Epoch 21 Batch 148/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.847, Loss: 0.278 Epoch 21 Batch 149/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.843, Loss: 0.276 Epoch 21 Batch 150/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.280 Epoch 21 Batch 151/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.844, Loss: 0.261 Epoch 21 Batch 152/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.319 Epoch 21 Batch 153/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.843, Loss: 0.295 Epoch 21 Batch 154/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.847, Loss: 0.295 Epoch 21 Batch 155/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.847, Loss: 0.289 Epoch 21 Batch 156/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.842, Loss: 0.291 Epoch 21 Batch 157/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.842, Loss: 0.290 Epoch 21 Batch 158/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.294 Epoch 21 Batch 159/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.237 Epoch 21 Batch 160/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.837, Loss: 0.274 Epoch 21 Batch 161/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.292 Epoch 21 Batch 162/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.839, Loss: 0.302 Epoch 21 Batch 163/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.842, Loss: 0.309 Epoch 21 Batch 164/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.838, Loss: 0.310 Epoch 21 Batch 165/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.838, Loss: 0.276 Epoch 21 Batch 166/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.838, Loss: 0.280 Epoch 21 Batch 167/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.842, Loss: 0.285 Epoch 21 Batch 168/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.841, Loss: 0.299 Epoch 21 Batch 169/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.836, Loss: 0.304 Epoch 21 Batch 170/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.841, Loss: 0.290 Epoch 21 Batch 171/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.258 Epoch 21 Batch 172/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.843, Loss: 0.254 Epoch 21 Batch 173/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.842, Loss: 0.321 Epoch 21 Batch 174/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.845, Loss: 0.272 Epoch 21 Batch 175/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.844, Loss: 0.268 Epoch 21 Batch 176/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.842, Loss: 0.265 Epoch 21 Batch 177/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.846, Loss: 0.293 Epoch 21 Batch 178/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.846, Loss: 0.281 Epoch 21 Batch 179/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.850, Loss: 0.285 Epoch 21 Batch 180/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.270 Epoch 21 Batch 181/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.847, Loss: 0.314 Epoch 21 Batch 182/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.846, Loss: 0.292 Epoch 21 Batch 183/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.847, Loss: 0.284 Epoch 21 Batch 184/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.275 Epoch 21 Batch 185/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.848, Loss: 0.292 Epoch 21 Batch 186/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.850, Loss: 0.287 Epoch 21 Batch 187/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.852, Loss: 0.271 Epoch 21 Batch 188/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.851, Loss: 0.289 Epoch 21 Batch 189/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.851, Loss: 0.283 Epoch 21 Batch 190/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.284 Epoch 21 Batch 191/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.854, Loss: 0.258 Epoch 21 Batch 192/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.853, Loss: 0.304 Epoch 21 Batch 193/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.849, Loss: 0.283 Epoch 21 Batch 194/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.841, Loss: 0.248 Epoch 21 Batch 195/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.844, Loss: 0.265 Epoch 21 Batch 196/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.835, Loss: 0.272 Epoch 21 Batch 197/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.843, Loss: 0.269 Epoch 21 Batch 198/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.847, Loss: 0.266 Epoch 21 Batch 199/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.844, Loss: 0.273 Epoch 21 Batch 200/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.838, Loss: 0.292 Epoch 21 Batch 201/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.839, Loss: 0.242 Epoch 21 Batch 202/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.837, Loss: 0.288 Epoch 21 Batch 203/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.833, Loss: 0.274 Epoch 21 Batch 204/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.840, Loss: 0.313 Epoch 21 Batch 205/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.843, Loss: 0.308 Epoch 21 Batch 206/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.844, Loss: 0.270 Epoch 21 Batch 207/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.839, Loss: 0.261 Epoch 21 Batch 208/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.839, Loss: 0.303 Epoch 21 Batch 209/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.839, Loss: 0.252 Epoch 21 Batch 210/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.835, Loss: 0.293 Epoch 21 Batch 211/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.839, Loss: 0.287 Epoch 21 Batch 212/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.835, Loss: 0.264 Epoch 21 Batch 213/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.838, Loss: 0.260 Epoch 21 Batch 214/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.834, Loss: 0.271 Epoch 21 Batch 215/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.831, Loss: 0.312 Epoch 21 Batch 216/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.830, Loss: 0.283 Epoch 21 Batch 217/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.836, Loss: 0.276 Epoch 21 Batch 218/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.847, Loss: 0.326 Epoch 21 Batch 219/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.848, Loss: 0.274 Epoch 21 Batch 220/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.847, Loss: 0.300 Epoch 21 Batch 221/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.850, Loss: 0.272 Epoch 21 Batch 222/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.846, Loss: 0.304 Epoch 21 Batch 223/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.847, Loss: 0.255 Epoch 21 Batch 224/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.847, Loss: 0.279 Epoch 21 Batch 225/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.842, Loss: 0.283 Epoch 21 Batch 226/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.847, Loss: 0.277 Epoch 21 Batch 227/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.847, Loss: 0.314 Epoch 21 Batch 228/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.268 Epoch 21 Batch 229/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.847, Loss: 0.305 Epoch 21 Batch 230/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.842, Loss: 0.257 Epoch 21 Batch 231/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.842, Loss: 0.321 Epoch 21 Batch 232/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.838, Loss: 0.274 Epoch 21 Batch 233/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.838, Loss: 0.309 Epoch 21 Batch 234/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.838, Loss: 0.298 Epoch 21 Batch 235/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.842, Loss: 0.260 Epoch 21 Batch 236/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.846, Loss: 0.294 Epoch 21 Batch 237/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.847, Loss: 0.237 Epoch 21 Batch 238/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.847, Loss: 0.275 Epoch 21 Batch 239/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.847, Loss: 0.252 Epoch 21 Batch 240/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.856, Loss: 0.264 Epoch 21 Batch 241/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.853, Loss: 0.256 Epoch 21 Batch 242/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.851, Loss: 0.262 Epoch 21 Batch 243/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.846, Loss: 0.287 Epoch 21 Batch 244/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.279 Epoch 21 Batch 245/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.846, Loss: 0.255 Epoch 21 Batch 246/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.849, Loss: 0.275 Epoch 21 Batch 247/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.851, Loss: 0.267 Epoch 21 Batch 248/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.850, Loss: 0.272 Epoch 21 Batch 249/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.852, Loss: 0.277 Epoch 21 Batch 250/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.853, Loss: 0.261 Epoch 21 Batch 251/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.288 Epoch 21 Batch 252/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.280 Epoch 21 Batch 253/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.849, Loss: 0.301 Epoch 21 Batch 254/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.849, Loss: 0.282 Epoch 21 Batch 255/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.849, Loss: 0.293 Epoch 21 Batch 256/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.849, Loss: 0.303 Epoch 21 Batch 257/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.849, Loss: 0.284 Epoch 21 Batch 258/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.849, Loss: 0.280 Epoch 21 Batch 259/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.848, Loss: 0.284 Epoch 21 Batch 260/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.852, Loss: 0.265 Epoch 21 Batch 261/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.845, Loss: 0.278 Epoch 21 Batch 262/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.844, Loss: 0.269 Epoch 21 Batch 263/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.845, Loss: 0.252 Epoch 21 Batch 264/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.844, Loss: 0.288 Epoch 21 Batch 265/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.844, Loss: 0.288 Epoch 21 Batch 266/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.849, Loss: 0.281 Epoch 21 Batch 267/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.848, Loss: 0.264 Epoch 21 Batch 268/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.847, Loss: 0.291 Epoch 21 Batch 269/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.844, Loss: 0.304 Epoch 21 Batch 270/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.848, Loss: 0.295 Epoch 21 Batch 271/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.848, Loss: 0.269 Epoch 21 Batch 272/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.849, Loss: 0.349 Epoch 21 Batch 273/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.844, Loss: 0.259 Epoch 21 Batch 274/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.846, Loss: 0.266 Epoch 21 Batch 275/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.848, Loss: 0.283 Epoch 21 Batch 276/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.857, Loss: 0.309 Epoch 21 Batch 277/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.855, Loss: 0.250 Epoch 21 Batch 278/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.855, Loss: 0.328 Epoch 21 Batch 279/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.851, Loss: 0.342 Epoch 21 Batch 280/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.851, Loss: 0.299 Epoch 21 Batch 281/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.847, Loss: 0.294 Epoch 21 Batch 282/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.847, Loss: 0.321 Epoch 21 Batch 283/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.838, Loss: 0.321 Epoch 21 Batch 284/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.839, Loss: 0.291 Epoch 21 Batch 285/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.280 Epoch 21 Batch 286/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.846, Loss: 0.265 Epoch 21 Batch 287/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.849, Loss: 0.285 Epoch 21 Batch 288/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.852, Loss: 0.298 Epoch 21 Batch 289/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.853, Loss: 0.288 Epoch 21 Batch 290/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.853, Loss: 0.309 Epoch 21 Batch 291/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.853, Loss: 0.289 Epoch 21 Batch 292/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.854, Loss: 0.281 Epoch 21 Batch 293/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.854, Loss: 0.300 Epoch 21 Batch 294/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.849, Loss: 0.274 Epoch 21 Batch 295/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.846, Loss: 0.310 Epoch 21 Batch 296/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.847, Loss: 0.282 Epoch 21 Batch 297/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.848, Loss: 0.327 Epoch 21 Batch 298/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.845, Loss: 0.320 Epoch 21 Batch 299/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.840, Loss: 0.273 Epoch 21 Batch 300/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.845, Loss: 0.287 Epoch 21 Batch 301/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.850, Loss: 0.265 Epoch 21 Batch 302/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.852, Loss: 0.287 Epoch 21 Batch 303/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.852, Loss: 0.284 Epoch 21 Batch 304/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.852, Loss: 0.267 Epoch 21 Batch 305/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.852, Loss: 0.283 Epoch 21 Batch 306/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.851, Loss: 0.281 Epoch 21 Batch 307/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.850, Loss: 0.275 Epoch 21 Batch 308/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.853, Loss: 0.326 Epoch 21 Batch 309/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.848, Loss: 0.280 Epoch 21 Batch 310/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.840, Loss: 0.290 Epoch 21 Batch 311/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.839, Loss: 0.274 Epoch 21 Batch 312/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.839, Loss: 0.301 Epoch 21 Batch 313/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.836, Loss: 0.261 Epoch 21 Batch 314/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.835, Loss: 0.299 Epoch 21 Batch 315/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.834, Loss: 0.291 Epoch 21 Batch 316/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.828, Loss: 0.258 Epoch 21 Batch 317/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.833, Loss: 0.330 Epoch 21 Batch 318/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.282 Epoch 21 Batch 319/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.846, Loss: 0.286 Epoch 21 Batch 320/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.831, Loss: 0.295 Epoch 21 Batch 321/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.831, Loss: 0.283 Epoch 21 Batch 322/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.830, Loss: 0.251 Epoch 21 Batch 323/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.830, Loss: 0.277 Epoch 21 Batch 324/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.280 Epoch 21 Batch 325/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.823, Loss: 0.265 Epoch 21 Batch 326/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.836, Loss: 0.279 Epoch 21 Batch 327/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.837, Loss: 0.313 Epoch 21 Batch 328/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.836, Loss: 0.293 Epoch 21 Batch 329/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.839, Loss: 0.317 Epoch 21 Batch 330/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.838, Loss: 0.284 Epoch 21 Batch 331/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.831, Loss: 0.294 Epoch 21 Batch 332/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.831, Loss: 0.242 Epoch 21 Batch 333/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.831, Loss: 0.291 Epoch 21 Batch 334/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.828, Loss: 0.260 Epoch 21 Batch 335/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.827, Loss: 0.265 Epoch 21 Batch 336/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.829, Loss: 0.319 Epoch 21 Batch 337/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.836, Loss: 0.289 Epoch 21 Batch 338/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.835, Loss: 0.316 Epoch 21 Batch 339/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.831, Loss: 0.257 Epoch 21 Batch 340/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.831, Loss: 0.282 Epoch 21 Batch 341/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.835, Loss: 0.320 Epoch 21 Batch 342/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.841, Loss: 0.260 Epoch 21 Batch 343/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.843, Loss: 0.286 Epoch 21 Batch 344/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.846, Loss: 0.277 Epoch 21 Batch 345/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.849, Loss: 0.268 Epoch 21 Batch 346/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.844, Loss: 0.297 Epoch 21 Batch 347/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.845, Loss: 0.267 Epoch 21 Batch 348/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.844, Loss: 0.252 Epoch 21 Batch 349/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.848, Loss: 0.269 Epoch 21 Batch 350/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.847, Loss: 0.282 Epoch 21 Batch 351/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.840, Loss: 0.298 Epoch 21 Batch 352/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.850, Loss: 0.286 Epoch 21 Batch 353/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.844, Loss: 0.312 Epoch 21 Batch 354/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.847, Loss: 0.320 Epoch 21 Batch 355/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.847, Loss: 0.299 Epoch 21 Batch 356/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.842, Loss: 0.290 Epoch 21 Batch 357/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.836, Loss: 0.275 Epoch 21 Batch 358/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.839, Loss: 0.289 Epoch 21 Batch 359/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.840, Loss: 0.297 Epoch 21 Batch 360/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.838, Loss: 0.295 Epoch 21 Batch 361/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.300 Epoch 21 Batch 362/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.839, Loss: 0.286 Epoch 21 Batch 363/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.839, Loss: 0.290 Epoch 21 Batch 364/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.844, Loss: 0.306 Epoch 21 Batch 365/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.839, Loss: 0.267 Epoch 21 Batch 366/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.272 Epoch 21 Batch 367/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.835, Loss: 0.249 Epoch 21 Batch 368/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.837, Loss: 0.298 Epoch 21 Batch 369/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.273 Epoch 21 Batch 370/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.838, Loss: 0.281 Epoch 21 Batch 371/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.839, Loss: 0.284 Epoch 21 Batch 372/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.839, Loss: 0.251 Epoch 21 Batch 373/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.839, Loss: 0.261 Epoch 21 Batch 374/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.842, Loss: 0.313 Epoch 21 Batch 375/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.837, Loss: 0.267 Epoch 21 Batch 376/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.837, Loss: 0.285 Epoch 21 Batch 377/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.839, Loss: 0.288 Epoch 21 Batch 378/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.839, Loss: 0.255 Epoch 21 Batch 379/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.842, Loss: 0.304 Epoch 21 Batch 380/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.850, Loss: 0.286 Epoch 21 Batch 381/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.850, Loss: 0.297 Epoch 21 Batch 382/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.849, Loss: 0.318 Epoch 21 Batch 383/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.850, Loss: 0.262 Epoch 21 Batch 384/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.850, Loss: 0.281 Epoch 21 Batch 385/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.851, Loss: 0.283 Epoch 21 Batch 386/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.852, Loss: 0.276 Epoch 21 Batch 387/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.853, Loss: 0.278 Epoch 21 Batch 388/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.858, Loss: 0.284 Epoch 21 Batch 389/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.858, Loss: 0.264 Epoch 21 Batch 390/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.860, Loss: 0.314 Epoch 21 Batch 391/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.860, Loss: 0.289 Epoch 21 Batch 392/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.854, Loss: 0.285 Epoch 21 Batch 393/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.852, Loss: 0.260 Epoch 21 Batch 394/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.852, Loss: 0.294 Epoch 21 Batch 395/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.837, Loss: 0.259 Epoch 21 Batch 396/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.838, Loss: 0.292 Epoch 21 Batch 397/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.846, Loss: 0.272 Epoch 21 Batch 398/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.842, Loss: 0.304 Epoch 21 Batch 399/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.842, Loss: 0.297 Epoch 21 Batch 400/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.320 Epoch 21 Batch 401/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.843, Loss: 0.281 Epoch 21 Batch 402/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.843, Loss: 0.272 Epoch 21 Batch 403/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.842, Loss: 0.322 Epoch 21 Batch 404/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.834, Loss: 0.267 Epoch 21 Batch 405/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.832, Loss: 0.313 Epoch 21 Batch 406/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.826, Loss: 0.271 Epoch 21 Batch 407/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.826, Loss: 0.294 Epoch 21 Batch 408/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.834, Loss: 0.276 Epoch 21 Batch 409/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.830, Loss: 0.309 Epoch 21 Batch 410/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.840, Loss: 0.305 Epoch 21 Batch 411/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.846, Loss: 0.270 Epoch 21 Batch 412/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.846, Loss: 0.268 Epoch 21 Batch 413/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.847, Loss: 0.276 Epoch 21 Batch 414/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.849, Loss: 0.300 Epoch 21 Batch 415/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.844, Loss: 0.275 Epoch 21 Batch 416/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.839, Loss: 0.268 Epoch 21 Batch 417/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.841, Loss: 0.321 Epoch 21 Batch 418/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.841, Loss: 0.273 Epoch 21 Batch 419/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.286 Epoch 21 Batch 420/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.841, Loss: 0.280 Epoch 21 Batch 421/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.842, Loss: 0.295 Epoch 21 Batch 422/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.841, Loss: 0.279 Epoch 21 Batch 423/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.841, Loss: 0.300 Epoch 21 Batch 424/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.846, Loss: 0.274 Epoch 21 Batch 425/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.851, Loss: 0.267 Epoch 21 Batch 426/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.850, Loss: 0.290 Epoch 21 Batch 427/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.850, Loss: 0.270 Epoch 21 Batch 428/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.853, Loss: 0.280 Epoch 21 Batch 429/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.854, Loss: 0.269 Epoch 21 Batch 430/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.857, Loss: 0.272 Epoch 21 Batch 431/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.274 Epoch 21 Batch 432/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.291 Epoch 21 Batch 433/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.849, Loss: 0.285 Epoch 21 Batch 434/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.849, Loss: 0.284 Epoch 21 Batch 435/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.300 Epoch 21 Batch 436/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.848, Loss: 0.265 Epoch 21 Batch 437/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.846, Loss: 0.276 Epoch 21 Batch 438/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.843, Loss: 0.284 Epoch 21 Batch 439/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.829, Loss: 0.301 Epoch 21 Batch 440/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.837, Loss: 0.292 Epoch 21 Batch 441/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.278 Epoch 21 Batch 442/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.828, Loss: 0.264 Epoch 21 Batch 443/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.832, Loss: 0.282 Epoch 21 Batch 444/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.833, Loss: 0.266 Epoch 21 Batch 445/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.831, Loss: 0.302 Epoch 21 Batch 446/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.827, Loss: 0.250 Epoch 21 Batch 447/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.826, Loss: 0.286 Epoch 21 Batch 448/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.307 Epoch 21 Batch 449/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.827, Loss: 0.290 Epoch 21 Batch 450/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.827, Loss: 0.283 Epoch 21 Batch 451/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.827, Loss: 0.273 Epoch 21 Batch 452/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.828, Loss: 0.294 Epoch 21 Batch 453/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.833, Loss: 0.276 Epoch 21 Batch 454/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.834, Loss: 0.308 Epoch 21 Batch 455/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.835, Loss: 0.262 Epoch 21 Batch 456/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.835, Loss: 0.277 Epoch 21 Batch 457/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.839, Loss: 0.255 Epoch 21 Batch 458/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.839, Loss: 0.295 Epoch 21 Batch 459/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.839, Loss: 0.259 Epoch 21 Batch 460/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.840, Loss: 0.285 Epoch 21 Batch 461/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.841, Loss: 0.259 Epoch 21 Batch 462/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.841, Loss: 0.268 Epoch 21 Batch 463/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.841, Loss: 0.285 Epoch 21 Batch 464/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.850, Loss: 0.279 Epoch 21 Batch 465/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.854, Loss: 0.326 Epoch 21 Batch 466/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.853, Loss: 0.283 Epoch 21 Batch 467/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.853, Loss: 0.277 Epoch 21 Batch 468/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.854, Loss: 0.275 Epoch 21 Batch 469/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.853, Loss: 0.269 Epoch 21 Batch 470/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.852, Loss: 0.296 Epoch 21 Batch 471/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.849, Loss: 0.264 Epoch 21 Batch 472/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.847, Loss: 0.267 Epoch 21 Batch 473/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.849, Loss: 0.311 Epoch 21 Batch 474/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.849, Loss: 0.280 Epoch 21 Batch 475/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.853, Loss: 0.264 Epoch 21 Batch 476/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.275 Epoch 21 Batch 477/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.852, Loss: 0.268 Epoch 21 Batch 478/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.845, Loss: 0.305 Epoch 21 Batch 479/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.312 Epoch 21 Batch 480/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.844, Loss: 0.289 Epoch 21 Batch 481/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.844, Loss: 0.281 Epoch 21 Batch 482/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.303 Epoch 21 Batch 483/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.843, Loss: 0.290 Epoch 21 Batch 484/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.843, Loss: 0.281 Epoch 21 Batch 485/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.848, Loss: 0.286 Epoch 21 Batch 486/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.844, Loss: 0.285 Epoch 21 Batch 487/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.848, Loss: 0.283 Epoch 21 Batch 488/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.849, Loss: 0.266 Epoch 21 Batch 489/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.852, Loss: 0.266 Epoch 21 Batch 490/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.853, Loss: 0.292 Epoch 21 Batch 491/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.852, Loss: 0.291 Epoch 21 Batch 492/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.854, Loss: 0.291 Epoch 21 Batch 493/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.849, Loss: 0.264 Epoch 21 Batch 494/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.843, Loss: 0.297 Epoch 21 Batch 495/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.844, Loss: 0.260 Epoch 21 Batch 496/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.285 Epoch 21 Batch 497/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.845, Loss: 0.292 Epoch 21 Batch 498/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.854, Loss: 0.276 Epoch 21 Batch 499/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.849, Loss: 0.257 Epoch 21 Batch 500/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.849, Loss: 0.273 Epoch 21 Batch 501/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.848, Loss: 0.281 Epoch 21 Batch 502/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.852, Loss: 0.271 Epoch 21 Batch 503/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.852, Loss: 0.279 Epoch 21 Batch 504/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.848, Loss: 0.292 Epoch 21 Batch 505/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.848, Loss: 0.243 Epoch 21 Batch 506/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.846, Loss: 0.274 Epoch 21 Batch 507/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.846, Loss: 0.271 Epoch 21 Batch 508/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.842, Loss: 0.276 Epoch 21 Batch 509/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.843, Loss: 0.323 Epoch 21 Batch 510/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.843, Loss: 0.285 Epoch 21 Batch 511/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.288 Epoch 21 Batch 512/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.836, Loss: 0.268 Epoch 21 Batch 513/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.835, Loss: 0.301 Epoch 21 Batch 514/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.836, Loss: 0.286 Epoch 21 Batch 515/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.836, Loss: 0.291 Epoch 21 Batch 516/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.836, Loss: 0.234 Epoch 21 Batch 517/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.841, Loss: 0.284 Epoch 21 Batch 518/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.838, Loss: 0.256 Epoch 21 Batch 519/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.841, Loss: 0.308 Epoch 21 Batch 520/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.847, Loss: 0.260 Epoch 21 Batch 521/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.841, Loss: 0.286 Epoch 21 Batch 522/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.845, Loss: 0.308 Epoch 21 Batch 523/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.285 Epoch 21 Batch 524/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.851, Loss: 0.284 Epoch 21 Batch 525/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.852, Loss: 0.286 Epoch 21 Batch 526/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.850, Loss: 0.268 Epoch 21 Batch 527/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.851, Loss: 0.272 Epoch 21 Batch 528/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.845, Loss: 0.273 Epoch 21 Batch 529/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.841, Loss: 0.275 Epoch 21 Batch 530/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.841, Loss: 0.309 Epoch 21 Batch 531/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.837, Loss: 0.270 Epoch 21 Batch 532/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.837, Loss: 0.298 Epoch 21 Batch 533/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.836, Loss: 0.311 Epoch 21 Batch 534/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.837, Loss: 0.273 Epoch 21 Batch 535/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.833, Loss: 0.274 Epoch 21 Batch 536/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.837, Loss: 0.279 Epoch 21 Batch 537/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.837, Loss: 0.283 Epoch 21 Batch 538/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.843, Loss: 0.245 Epoch 21 Batch 539/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.849, Loss: 0.306 Epoch 21 Batch 540/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.846, Loss: 0.267 Epoch 21 Batch 541/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.840, Loss: 0.288 Epoch 21 Batch 542/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.835, Loss: 0.269 Epoch 21 Batch 543/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.844, Loss: 0.289 Epoch 21 Batch 544/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.844, Loss: 0.283 Epoch 21 Batch 545/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.845, Loss: 0.307 Epoch 21 Batch 546/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.844, Loss: 0.296 Epoch 21 Batch 547/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.838, Loss: 0.273 Epoch 21 Batch 548/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.839, Loss: 0.286 Epoch 21 Batch 549/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.839, Loss: 0.305 Epoch 21 Batch 550/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.839, Loss: 0.281 Epoch 21 Batch 551/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.838, Loss: 0.285 Epoch 21 Batch 552/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.837, Loss: 0.292 Epoch 21 Batch 553/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.838, Loss: 0.303 Epoch 21 Batch 554/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.837, Loss: 0.284 Epoch 21 Batch 555/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.837, Loss: 0.270 Epoch 21 Batch 556/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.841, Loss: 0.261 Epoch 21 Batch 557/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.846, Loss: 0.271 Epoch 21 Batch 558/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.846, Loss: 0.262 Epoch 21 Batch 559/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.843, Loss: 0.284 Epoch 21 Batch 560/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.840, Loss: 0.306 Epoch 21 Batch 561/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.841, Loss: 0.265 Epoch 21 Batch 562/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.832, Loss: 0.255 Epoch 21 Batch 563/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.839, Loss: 0.323 Epoch 21 Batch 564/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.844, Loss: 0.301 Epoch 21 Batch 565/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.843, Loss: 0.304 Epoch 21 Batch 566/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.331 Epoch 21 Batch 567/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.839, Loss: 0.293 Epoch 21 Batch 568/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.280 Epoch 21 Batch 569/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.830, Loss: 0.314 Epoch 21 Batch 570/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.829, Loss: 0.301 Epoch 21 Batch 571/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.833, Loss: 0.266 Epoch 21 Batch 572/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.832, Loss: 0.257 Epoch 21 Batch 573/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.832, Loss: 0.304 Epoch 21 Batch 574/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.836, Loss: 0.285 Epoch 21 Batch 575/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.836, Loss: 0.278 Epoch 21 Batch 576/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.831, Loss: 0.278 Epoch 21 Batch 577/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.831, Loss: 0.309 Epoch 21 Batch 578/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.832, Loss: 0.309 Epoch 21 Batch 579/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.827, Loss: 0.277 Epoch 21 Batch 580/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.830, Loss: 0.258 Epoch 21 Batch 581/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.830, Loss: 0.271 Epoch 21 Batch 582/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.830, Loss: 0.283 Epoch 21 Batch 583/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.837, Loss: 0.299 Epoch 21 Batch 584/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.837, Loss: 0.271 Epoch 21 Batch 585/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.837, Loss: 0.253 Epoch 21 Batch 586/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.832, Loss: 0.304 Epoch 21 Batch 587/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.831, Loss: 0.278 Epoch 21 Batch 588/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.831, Loss: 0.277 Epoch 21 Batch 589/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.836, Loss: 0.272 Epoch 21 Batch 590/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.835, Loss: 0.304 Epoch 21 Batch 591/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.260 Epoch 21 Batch 592/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.831, Loss: 0.296 Epoch 21 Batch 593/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.828, Loss: 0.282 Epoch 21 Batch 594/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.828, Loss: 0.269 Epoch 21 Batch 595/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.824, Loss: 0.302 Epoch 21 Batch 596/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.826, Loss: 0.296 Epoch 21 Batch 597/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.283 Epoch 21 Batch 598/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.830, Loss: 0.286 Epoch 21 Batch 599/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.830, Loss: 0.332 Epoch 21 Batch 600/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.829, Loss: 0.291 Epoch 21 Batch 601/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.829, Loss: 0.270 Epoch 21 Batch 602/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.829, Loss: 0.299 Epoch 21 Batch 603/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.831, Loss: 0.280 Epoch 21 Batch 604/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.301 Epoch 21 Batch 605/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.828, Loss: 0.323 Epoch 21 Batch 606/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.828, Loss: 0.254 Epoch 21 Batch 607/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.832, Loss: 0.269 Epoch 21 Batch 608/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.836, Loss: 0.294 Epoch 21 Batch 609/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.843, Loss: 0.302 Epoch 21 Batch 610/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.838, Loss: 0.307 Epoch 21 Batch 611/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.842, Loss: 0.287 Epoch 21 Batch 612/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.853, Loss: 0.251 Epoch 21 Batch 613/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.854, Loss: 0.298 Epoch 21 Batch 614/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.848, Loss: 0.262 Epoch 21 Batch 615/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.844, Loss: 0.280 Epoch 21 Batch 616/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.843, Loss: 0.300 Epoch 21 Batch 617/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.846, Loss: 0.271 Epoch 21 Batch 618/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.853, Loss: 0.288 Epoch 21 Batch 619/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.862, Loss: 0.279 Epoch 21 Batch 620/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.858, Loss: 0.253 Epoch 21 Batch 621/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.849, Loss: 0.290 Epoch 21 Batch 622/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.324 Epoch 21 Batch 623/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.847, Loss: 0.305 Epoch 21 Batch 624/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.849, Loss: 0.269 Epoch 21 Batch 625/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.849, Loss: 0.279 Epoch 21 Batch 626/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.848, Loss: 0.255 Epoch 21 Batch 627/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.847, Loss: 0.285 Epoch 21 Batch 628/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.847, Loss: 0.291 Epoch 21 Batch 629/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.849, Loss: 0.310 Epoch 21 Batch 630/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.853, Loss: 0.292 Epoch 21 Batch 631/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.854, Loss: 0.286 Epoch 21 Batch 632/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.853, Loss: 0.277 Epoch 21 Batch 633/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.298 Epoch 21 Batch 634/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.260 Epoch 21 Batch 635/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.844, Loss: 0.310 Epoch 21 Batch 636/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.846, Loss: 0.284 Epoch 21 Batch 637/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.845, Loss: 0.293 Epoch 21 Batch 638/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.844, Loss: 0.288 Epoch 21 Batch 639/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.845, Loss: 0.291 Epoch 21 Batch 640/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.840, Loss: 0.262 Epoch 21 Batch 641/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.835, Loss: 0.283 Epoch 21 Batch 642/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.835, Loss: 0.277 Epoch 21 Batch 643/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.835, Loss: 0.261 Epoch 21 Batch 644/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.285 Epoch 21 Batch 645/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.839, Loss: 0.274 Epoch 21 Batch 646/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.839, Loss: 0.281 Epoch 21 Batch 647/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.840, Loss: 0.284 Epoch 21 Batch 648/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.844, Loss: 0.289 Epoch 21 Batch 649/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.840, Loss: 0.312 Epoch 21 Batch 650/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.842, Loss: 0.294 Epoch 21 Batch 651/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.847, Loss: 0.289 Epoch 21 Batch 652/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.850, Loss: 0.318 Epoch 21 Batch 653/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.847, Loss: 0.282 Epoch 21 Batch 654/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.850, Loss: 0.276 Epoch 21 Batch 655/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.850, Loss: 0.290 Epoch 21 Batch 656/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.847, Loss: 0.299 Epoch 21 Batch 657/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.844, Loss: 0.302 Epoch 21 Batch 658/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.843, Loss: 0.266 Epoch 21 Batch 659/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.843, Loss: 0.271 Epoch 21 Batch 660/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.855, Loss: 0.288 Epoch 21 Batch 661/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.846, Loss: 0.260 Epoch 21 Batch 662/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.849, Loss: 0.263 Epoch 21 Batch 663/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.849, Loss: 0.266 Epoch 21 Batch 664/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.287 Epoch 21 Batch 665/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.852, Loss: 0.293 Epoch 21 Batch 666/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.847, Loss: 0.288 Epoch 21 Batch 667/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.839, Loss: 0.299 Epoch 21 Batch 668/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.839, Loss: 0.268 Epoch 21 Batch 669/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.844, Loss: 0.261 Epoch 21 Batch 670/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.843, Loss: 0.272 Epoch 21 Batch 671/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.844, Loss: 0.291 Epoch 21 Batch 672/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.843, Loss: 0.279 Epoch 21 Batch 673/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.839, Loss: 0.253 Epoch 21 Batch 674/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.843, Loss: 0.280 Epoch 21 Batch 675/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.847, Loss: 0.296 Epoch 21 Batch 676/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.848, Loss: 0.292 Epoch 21 Batch 677/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.842, Loss: 0.295 Epoch 21 Batch 678/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.843, Loss: 0.266 Epoch 21 Batch 679/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.840, Loss: 0.316 Epoch 21 Batch 680/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.839, Loss: 0.256 Epoch 21 Batch 681/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.832, Loss: 0.295 Epoch 21 Batch 682/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.832, Loss: 0.281 Epoch 21 Batch 683/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.267 Epoch 21 Batch 684/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.838, Loss: 0.265 Epoch 21 Batch 685/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.838, Loss: 0.320 Epoch 21 Batch 686/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.829, Loss: 0.271 Epoch 21 Batch 687/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.830, Loss: 0.305 Epoch 21 Batch 688/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.833, Loss: 0.274 Epoch 21 Batch 689/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.845, Loss: 0.253 Epoch 21 Batch 690/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.844, Loss: 0.275 Epoch 21 Batch 691/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.846, Loss: 0.304 Epoch 21 Batch 692/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.851, Loss: 0.262 Epoch 21 Batch 693/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.847, Loss: 0.331 Epoch 21 Batch 694/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.847, Loss: 0.276 Epoch 21 Batch 695/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.851, Loss: 0.270 Epoch 21 Batch 696/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.848, Loss: 0.329 Epoch 21 Batch 697/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.847, Loss: 0.263 Epoch 21 Batch 698/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.843, Loss: 0.255 Epoch 21 Batch 699/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.848, Loss: 0.280 Epoch 21 Batch 700/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.852, Loss: 0.253 Epoch 21 Batch 701/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.848, Loss: 0.294 Epoch 21 Batch 702/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.848, Loss: 0.290 Epoch 21 Batch 703/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.297 Epoch 21 Batch 704/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.855, Loss: 0.316 Epoch 21 Batch 705/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.855, Loss: 0.291 Epoch 21 Batch 706/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.854, Loss: 0.313 Epoch 21 Batch 707/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.851, Loss: 0.284 Epoch 21 Batch 708/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.848, Loss: 0.286 Epoch 21 Batch 709/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.844, Loss: 0.300 Epoch 21 Batch 710/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.844, Loss: 0.268 Epoch 21 Batch 711/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.852, Loss: 0.329 Epoch 21 Batch 712/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.847, Loss: 0.275 Epoch 21 Batch 713/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.844, Loss: 0.264 Epoch 21 Batch 714/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.839, Loss: 0.280 Epoch 21 Batch 715/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.833, Loss: 0.314 Epoch 21 Batch 716/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.832, Loss: 0.253 Epoch 21 Batch 717/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.827, Loss: 0.273 Epoch 21 Batch 718/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.280 Epoch 21 Batch 719/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.833, Loss: 0.254 Epoch 21 Batch 720/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.833, Loss: 0.309 Epoch 21 Batch 721/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.842, Loss: 0.291 Epoch 21 Batch 722/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.850, Loss: 0.271 Epoch 21 Batch 723/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.852, Loss: 0.288 Epoch 21 Batch 724/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.856, Loss: 0.303 Epoch 21 Batch 725/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.856, Loss: 0.262 Epoch 21 Batch 726/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.856, Loss: 0.273 Epoch 21 Batch 727/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.854, Loss: 0.263 Epoch 21 Batch 728/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.854, Loss: 0.289 Epoch 21 Batch 729/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.853, Loss: 0.304 Epoch 21 Batch 730/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.857, Loss: 0.257 Epoch 21 Batch 731/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.852, Loss: 0.301 Epoch 21 Batch 732/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.852, Loss: 0.307 Epoch 21 Batch 733/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.852, Loss: 0.295 Epoch 21 Batch 734/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.837, Loss: 0.303 Epoch 21 Batch 735/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.839, Loss: 0.296 Epoch 21 Batch 736/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.847, Loss: 0.275 Epoch 21 Batch 737/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.852, Loss: 0.300 Epoch 21 Batch 738/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.849, Loss: 0.245 Epoch 21 Batch 739/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.848, Loss: 0.265 Epoch 21 Batch 740/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.849, Loss: 0.282 Epoch 21 Batch 741/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.855, Loss: 0.300 Epoch 21 Batch 742/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.853, Loss: 0.276 Epoch 21 Batch 743/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.852, Loss: 0.299 Epoch 21 Batch 744/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.857, Loss: 0.254 Epoch 21 Batch 745/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.858, Loss: 0.281 Epoch 21 Batch 746/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.862, Loss: 0.274 Epoch 21 Batch 747/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.860, Loss: 0.262 Epoch 21 Batch 748/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.859, Loss: 0.266 Epoch 21 Batch 749/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.858, Loss: 0.300 Epoch 21 Batch 750/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.860, Loss: 0.295 Epoch 21 Batch 751/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.861, Loss: 0.282 Epoch 21 Batch 752/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.857, Loss: 0.247 Epoch 21 Batch 753/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.857, Loss: 0.279 Epoch 21 Batch 754/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.851, Loss: 0.303 Epoch 21 Batch 755/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.265 Epoch 21 Batch 756/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.842, Loss: 0.253 Epoch 21 Batch 757/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.841, Loss: 0.305 Epoch 21 Batch 758/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.845, Loss: 0.249 Epoch 21 Batch 759/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.845, Loss: 0.252 Epoch 21 Batch 760/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.850, Loss: 0.292 Epoch 21 Batch 761/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.849, Loss: 0.289 Epoch 21 Batch 762/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.848, Loss: 0.269 Epoch 21 Batch 763/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.847, Loss: 0.265 Epoch 21 Batch 764/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.849, Loss: 0.285 Epoch 21 Batch 765/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.270 Epoch 21 Batch 766/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.847, Loss: 0.284 Epoch 21 Batch 767/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.846, Loss: 0.276 Epoch 21 Batch 768/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.850, Loss: 0.276 Epoch 21 Batch 769/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.854, Loss: 0.285 Epoch 21 Batch 770/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.850, Loss: 0.283 Epoch 21 Batch 771/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.850, Loss: 0.294 Epoch 21 Batch 772/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.848, Loss: 0.273 Epoch 21 Batch 773/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.846, Loss: 0.252 Epoch 21 Batch 774/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.848, Loss: 0.287 Epoch 21 Batch 775/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.846, Loss: 0.287 Epoch 21 Batch 776/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.846, Loss: 0.270 Epoch 21 Batch 777/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.846, Loss: 0.278 Epoch 21 Batch 778/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.848, Loss: 0.273 Epoch 21 Batch 779/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.853, Loss: 0.284 Epoch 21 Batch 780/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.853, Loss: 0.306 Epoch 21 Batch 781/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.849, Loss: 0.263 Epoch 21 Batch 782/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.850, Loss: 0.283 Epoch 21 Batch 783/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.850, Loss: 0.289 Epoch 21 Batch 784/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.850, Loss: 0.277 Epoch 21 Batch 785/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.853, Loss: 0.248 Epoch 21 Batch 786/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.854, Loss: 0.262 Epoch 21 Batch 787/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.853, Loss: 0.265 Epoch 21 Batch 788/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.251 Epoch 21 Batch 789/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.845, Loss: 0.280 Epoch 21 Batch 790/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.847, Loss: 0.297 Epoch 21 Batch 791/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.840, Loss: 0.293 Epoch 21 Batch 792/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.838, Loss: 0.288 Epoch 21 Batch 793/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.860, Loss: 0.266 Epoch 21 Batch 794/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.854, Loss: 0.275 Epoch 21 Batch 795/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.842, Loss: 0.294 Epoch 21 Batch 796/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.848, Loss: 0.294 Epoch 21 Batch 797/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.842, Loss: 0.274 Epoch 21 Batch 798/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.841, Loss: 0.275 Epoch 21 Batch 799/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.841, Loss: 0.305 Epoch 21 Batch 800/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.842, Loss: 0.281 Epoch 21 Batch 801/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.842, Loss: 0.293 Epoch 21 Batch 802/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.842, Loss: 0.275 Epoch 21 Batch 803/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.844, Loss: 0.304 Epoch 21 Batch 804/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.849, Loss: 0.294 Epoch 21 Batch 805/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.849, Loss: 0.278 Epoch 21 Batch 806/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.850, Loss: 0.273 Epoch 21 Batch 807/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.845, Loss: 0.254 Epoch 21 Batch 808/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.853, Loss: 0.296 Epoch 21 Batch 809/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.846, Loss: 0.301 Epoch 21 Batch 810/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.846, Loss: 0.257 Epoch 21 Batch 811/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.841, Loss: 0.269 Epoch 21 Batch 812/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.841, Loss: 0.286 Epoch 21 Batch 813/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.843, Loss: 0.282 Epoch 21 Batch 814/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.836, Loss: 0.302 Epoch 21 Batch 815/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.843, Loss: 0.279 Epoch 21 Batch 816/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.843, Loss: 0.283 Epoch 21 Batch 817/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.844, Loss: 0.310 Epoch 21 Batch 818/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.848, Loss: 0.283 Epoch 21 Batch 819/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.267 Epoch 21 Batch 820/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.849, Loss: 0.297 Epoch 21 Batch 821/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.274 Epoch 21 Batch 822/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.841, Loss: 0.276 Epoch 21 Batch 823/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.842, Loss: 0.275 Epoch 21 Batch 824/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.837, Loss: 0.266 Epoch 21 Batch 825/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.842, Loss: 0.268 Epoch 21 Batch 826/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.843, Loss: 0.270 Epoch 21 Batch 827/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.851, Loss: 0.295 Epoch 21 Batch 828/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.856, Loss: 0.279 Epoch 21 Batch 829/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.851, Loss: 0.311 Epoch 21 Batch 830/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.850, Loss: 0.275 Epoch 21 Batch 831/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.850, Loss: 0.273 Epoch 21 Batch 832/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.857, Loss: 0.263 Epoch 21 Batch 833/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.856, Loss: 0.281 Epoch 21 Batch 834/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.856, Loss: 0.282 Epoch 21 Batch 835/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.856, Loss: 0.299 Epoch 21 Batch 836/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.292 Epoch 21 Batch 837/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.849, Loss: 0.307 Epoch 21 Batch 838/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.848, Loss: 0.271 Epoch 21 Batch 839/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.850, Loss: 0.277 Epoch 21 Batch 840/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.846, Loss: 0.255 Epoch 21 Batch 841/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.849, Loss: 0.296 Epoch 21 Batch 842/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.848, Loss: 0.278 Epoch 21 Batch 843/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.855, Loss: 0.263 Epoch 21 Batch 844/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.854, Loss: 0.278 Epoch 21 Batch 845/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.849, Loss: 0.283 Epoch 21 Batch 846/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.850, Loss: 0.285 Epoch 21 Batch 847/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.845, Loss: 0.291 Epoch 21 Batch 848/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.842, Loss: 0.278 Epoch 21 Batch 849/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.849, Loss: 0.253 Epoch 21 Batch 850/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.849, Loss: 0.299 Epoch 21 Batch 851/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.846, Loss: 0.281 Epoch 21 Batch 852/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.845, Loss: 0.296 Epoch 21 Batch 853/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.846, Loss: 0.249 Epoch 21 Batch 854/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.850, Loss: 0.300 Epoch 21 Batch 855/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.849, Loss: 0.292 Epoch 21 Batch 856/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.847, Loss: 0.312 Epoch 21 Batch 857/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.269 Epoch 21 Batch 858/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.850, Loss: 0.281 Epoch 21 Batch 859/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.850, Loss: 0.301 Epoch 21 Batch 860/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.850, Loss: 0.290 Epoch 21 Batch 861/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.855, Loss: 0.275 Epoch 21 Batch 862/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.289 Epoch 21 Batch 863/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.852, Loss: 0.263 Epoch 21 Batch 864/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.835, Loss: 0.264 Epoch 21 Batch 865/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.834, Loss: 0.270 Epoch 21 Batch 866/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.837, Loss: 0.280 Epoch 21 Batch 867/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.839, Loss: 0.334 Epoch 21 Batch 868/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.843, Loss: 0.289 Epoch 21 Batch 869/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.843, Loss: 0.286 Epoch 21 Batch 870/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.846, Loss: 0.291 Epoch 21 Batch 871/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.282 Epoch 21 Batch 872/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.848, Loss: 0.271 Epoch 21 Batch 873/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.848, Loss: 0.278 Epoch 21 Batch 874/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.848, Loss: 0.299 Epoch 21 Batch 875/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.853, Loss: 0.269 Epoch 21 Batch 876/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.855, Loss: 0.294 Epoch 21 Batch 877/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.854, Loss: 0.257 Epoch 21 Batch 878/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.281 Epoch 21 Batch 879/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.845, Loss: 0.254 Epoch 21 Batch 880/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.272 Epoch 21 Batch 881/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.278 Epoch 21 Batch 882/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.842, Loss: 0.302 Epoch 21 Batch 883/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.838, Loss: 0.331 Epoch 21 Batch 884/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.839, Loss: 0.274 Epoch 21 Batch 885/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.833, Loss: 0.249 Epoch 21 Batch 886/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.833, Loss: 0.293 Epoch 21 Batch 887/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.294 Epoch 21 Batch 888/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.831, Loss: 0.279 Epoch 21 Batch 889/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.836, Loss: 0.284 Epoch 21 Batch 890/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.832, Loss: 0.261 Epoch 21 Batch 891/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.836, Loss: 0.289 Epoch 21 Batch 892/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.833, Loss: 0.253 Epoch 21 Batch 893/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.842, Loss: 0.290 Epoch 21 Batch 894/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.846, Loss: 0.260 Epoch 21 Batch 895/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.281 Epoch 21 Batch 896/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.847, Loss: 0.292 Epoch 21 Batch 897/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.846, Loss: 0.246 Epoch 21 Batch 898/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.852, Loss: 0.261 Epoch 21 Batch 899/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.851, Loss: 0.282 Epoch 21 Batch 900/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.849, Loss: 0.291 Epoch 21 Batch 901/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.852, Loss: 0.305 Epoch 21 Batch 902/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.847, Loss: 0.296 Epoch 21 Batch 903/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.845, Loss: 0.269 Epoch 21 Batch 904/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.846, Loss: 0.274 Epoch 21 Batch 905/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.846, Loss: 0.261 Epoch 21 Batch 906/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.846, Loss: 0.272 Epoch 21 Batch 907/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.841, Loss: 0.275 Epoch 21 Batch 908/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.842, Loss: 0.280 Epoch 21 Batch 909/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.847, Loss: 0.268 Epoch 21 Batch 910/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.841, Loss: 0.253 Epoch 21 Batch 911/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.842, Loss: 0.270 Epoch 21 Batch 912/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.847, Loss: 0.287 Epoch 21 Batch 913/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.845, Loss: 0.313 Epoch 21 Batch 914/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.847, Loss: 0.321 Epoch 21 Batch 915/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.843, Loss: 0.300 Epoch 21 Batch 916/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.848, Loss: 0.301 Epoch 21 Batch 917/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.844, Loss: 0.274 Epoch 21 Batch 918/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.841, Loss: 0.276 Epoch 21 Batch 919/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.846, Loss: 0.262 Epoch 21 Batch 920/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.846, Loss: 0.287 Epoch 21 Batch 921/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.844, Loss: 0.280 Epoch 21 Batch 922/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.844, Loss: 0.276 Epoch 21 Batch 923/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.844, Loss: 0.302 Epoch 21 Batch 924/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.844, Loss: 0.329 Epoch 21 Batch 925/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.844, Loss: 0.265 Epoch 21 Batch 926/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.840, Loss: 0.280 Epoch 21 Batch 927/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.841, Loss: 0.298 Epoch 21 Batch 928/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.839, Loss: 0.275 Epoch 21 Batch 929/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.301 Epoch 21 Batch 930/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.839, Loss: 0.283 Epoch 21 Batch 931/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.850, Loss: 0.277 Epoch 21 Batch 932/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.853, Loss: 0.274 Epoch 21 Batch 933/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.848, Loss: 0.290 Epoch 21 Batch 934/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.852, Loss: 0.282 Epoch 21 Batch 935/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.844, Loss: 0.280 Epoch 21 Batch 936/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.846, Loss: 0.280 Epoch 21 Batch 937/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.845, Loss: 0.293 Epoch 21 Batch 938/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.845, Loss: 0.288 Epoch 21 Batch 939/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.849, Loss: 0.305 Epoch 21 Batch 940/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.849, Loss: 0.274 Epoch 21 Batch 941/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.849, Loss: 0.263 Epoch 21 Batch 942/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.851, Loss: 0.288 Epoch 21 Batch 943/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.850, Loss: 0.278 Epoch 21 Batch 944/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.850, Loss: 0.257 Epoch 21 Batch 945/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.851, Loss: 0.262 Epoch 21 Batch 946/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.847, Loss: 0.272 Epoch 21 Batch 947/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.848, Loss: 0.318 Epoch 21 Batch 948/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.844, Loss: 0.283 Epoch 21 Batch 949/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.849, Loss: 0.239 Epoch 21 Batch 950/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.842, Loss: 0.265 Epoch 21 Batch 951/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.842, Loss: 0.268 Epoch 21 Batch 952/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.833, Loss: 0.265 Epoch 21 Batch 953/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.833, Loss: 0.262 Epoch 21 Batch 954/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.832, Loss: 0.298 Epoch 21 Batch 955/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.825, Loss: 0.292 Epoch 21 Batch 956/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.825, Loss: 0.272 Epoch 21 Batch 957/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.826, Loss: 0.274 Epoch 21 Batch 958/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.837, Loss: 0.269 Epoch 21 Batch 959/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.836, Loss: 0.281 Epoch 21 Batch 960/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.841, Loss: 0.259 Epoch 21 Batch 961/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.841, Loss: 0.286 Epoch 21 Batch 962/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.841, Loss: 0.273 Epoch 21 Batch 963/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.842, Loss: 0.326 Epoch 21 Batch 964/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.851, Loss: 0.258 Epoch 21 Batch 965/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.839, Loss: 0.309 Epoch 21 Batch 966/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.837, Loss: 0.229 Epoch 21 Batch 967/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.840, Loss: 0.261 Epoch 21 Batch 968/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.845, Loss: 0.301 Epoch 21 Batch 969/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.309 Epoch 21 Batch 970/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.844, Loss: 0.297 Epoch 21 Batch 971/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.847, Loss: 0.263 Epoch 21 Batch 972/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.846, Loss: 0.274 Epoch 21 Batch 973/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.847, Loss: 0.252 Epoch 21 Batch 974/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.846, Loss: 0.265 Epoch 21 Batch 975/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.846, Loss: 0.255 Epoch 21 Batch 976/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.850, Loss: 0.256 Epoch 21 Batch 977/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.853, Loss: 0.258 Epoch 21 Batch 978/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.851, Loss: 0.274 Epoch 21 Batch 979/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.852, Loss: 0.283 Epoch 21 Batch 980/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.843, Loss: 0.285 Epoch 21 Batch 981/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.844, Loss: 0.272 Epoch 21 Batch 982/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.843, Loss: 0.257 Epoch 21 Batch 983/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.853, Loss: 0.295 Epoch 21 Batch 984/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.855, Loss: 0.290 Epoch 21 Batch 985/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.855, Loss: 0.265 Epoch 21 Batch 986/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.855, Loss: 0.297 Epoch 21 Batch 987/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.272 Epoch 21 Batch 988/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.854, Loss: 0.288 Epoch 21 Batch 989/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.854, Loss: 0.297 Epoch 21 Batch 990/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.854, Loss: 0.320 Epoch 21 Batch 991/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.848, Loss: 0.295 Epoch 21 Batch 992/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.848, Loss: 0.274 Epoch 21 Batch 993/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.239 Epoch 21 Batch 994/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.847, Loss: 0.281 Epoch 21 Batch 995/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.846, Loss: 0.257 Epoch 21 Batch 996/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.847, Loss: 0.269 Epoch 21 Batch 997/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.293 Epoch 21 Batch 998/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.830, Loss: 0.263 Epoch 21 Batch 999/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.832, Loss: 0.276 Epoch 21 Batch 1000/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.826, Loss: 0.265 Epoch 21 Batch 1001/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.831, Loss: 0.249 Epoch 21 Batch 1002/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.831, Loss: 0.260 Epoch 21 Batch 1003/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.827, Loss: 0.293 Epoch 21 Batch 1004/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.827, Loss: 0.300 Epoch 21 Batch 1005/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.832, Loss: 0.277 Epoch 21 Batch 1006/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.832, Loss: 0.268 Epoch 21 Batch 1007/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.827, Loss: 0.266 Epoch 21 Batch 1008/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.827, Loss: 0.311 Epoch 21 Batch 1009/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.833, Loss: 0.261 Epoch 21 Batch 1010/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.839, Loss: 0.279 Epoch 21 Batch 1011/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.838, Loss: 0.293 Epoch 21 Batch 1012/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.843, Loss: 0.259 Epoch 21 Batch 1013/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.845, Loss: 0.261 Epoch 21 Batch 1014/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.846, Loss: 0.283 Epoch 21 Batch 1015/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.847, Loss: 0.325 Epoch 21 Batch 1016/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.850, Loss: 0.287 Epoch 21 Batch 1017/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.844, Loss: 0.301 Epoch 21 Batch 1018/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.846, Loss: 0.271 Epoch 21 Batch 1019/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.850, Loss: 0.312 Epoch 21 Batch 1020/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.850, Loss: 0.269 Epoch 21 Batch 1021/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.848, Loss: 0.266 Epoch 21 Batch 1022/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.842, Loss: 0.255 Epoch 21 Batch 1023/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.852, Loss: 0.264 Epoch 21 Batch 1024/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.852, Loss: 0.300 Epoch 21 Batch 1025/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.852, Loss: 0.286 Epoch 21 Batch 1026/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.851, Loss: 0.278 Epoch 21 Batch 1027/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.299 Epoch 21 Batch 1028/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.847, Loss: 0.264 Epoch 21 Batch 1029/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.839, Loss: 0.269 Epoch 21 Batch 1030/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.838, Loss: 0.294 Epoch 21 Batch 1031/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.848, Loss: 0.303 Epoch 21 Batch 1032/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.843, Loss: 0.304 Epoch 21 Batch 1033/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.843, Loss: 0.266 Epoch 21 Batch 1034/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.845, Loss: 0.283 Epoch 21 Batch 1035/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.841, Loss: 0.255 Epoch 21 Batch 1036/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.842, Loss: 0.304 Epoch 21 Batch 1037/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.296 Epoch 21 Batch 1038/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.843, Loss: 0.281 Epoch 21 Batch 1039/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.843, Loss: 0.270 Epoch 21 Batch 1040/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.844, Loss: 0.296 Epoch 21 Batch 1041/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.852, Loss: 0.296 Epoch 21 Batch 1042/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.290 Epoch 21 Batch 1043/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.849, Loss: 0.286 Epoch 21 Batch 1044/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.846, Loss: 0.282 Epoch 21 Batch 1045/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.849, Loss: 0.277 Epoch 21 Batch 1046/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.848, Loss: 0.236 Epoch 21 Batch 1047/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.846, Loss: 0.276 Epoch 21 Batch 1048/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.852, Loss: 0.276 Epoch 21 Batch 1049/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.852, Loss: 0.303 Epoch 21 Batch 1050/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.857, Loss: 0.283 Epoch 21 Batch 1051/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.850, Loss: 0.286 Epoch 21 Batch 1052/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.848, Loss: 0.245 Epoch 21 Batch 1053/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.861, Loss: 0.265 Epoch 21 Batch 1054/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.277 Epoch 21 Batch 1055/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.274 Epoch 21 Batch 1056/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.861, Loss: 0.274 Epoch 21 Batch 1057/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.858, Loss: 0.305 Epoch 21 Batch 1058/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.855, Loss: 0.316 Epoch 21 Batch 1059/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.856, Loss: 0.314 Epoch 21 Batch 1060/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.856, Loss: 0.252 Epoch 21 Batch 1061/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.850, Loss: 0.305 Epoch 21 Batch 1062/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.846, Loss: 0.276 Epoch 21 Batch 1063/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.281 Epoch 21 Batch 1064/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.846, Loss: 0.280 Epoch 21 Batch 1065/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.841, Loss: 0.276 Epoch 21 Batch 1066/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.842, Loss: 0.256 Epoch 21 Batch 1067/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.848, Loss: 0.280 Epoch 21 Batch 1068/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.845, Loss: 0.272 Epoch 21 Batch 1069/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.846, Loss: 0.247 Epoch 21 Batch 1070/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.848, Loss: 0.272 Epoch 21 Batch 1071/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.848, Loss: 0.269 Epoch 21 Batch 1072/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.848, Loss: 0.280 Epoch 21 Batch 1073/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.850, Loss: 0.303 Epoch 21 Batch 1074/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.854, Loss: 0.288 Epoch 21 Batch 1075/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.850, Loss: 0.308 Epoch 22 Batch 0/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.850, Loss: 0.255 Epoch 22 Batch 1/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.843, Loss: 0.267 Epoch 22 Batch 2/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.851, Loss: 0.280 Epoch 22 Batch 3/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.851, Loss: 0.261 Epoch 22 Batch 4/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.848, Loss: 0.272 Epoch 22 Batch 5/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.846, Loss: 0.320 Epoch 22 Batch 6/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.841, Loss: 0.289 Epoch 22 Batch 7/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.841, Loss: 0.254 Epoch 22 Batch 8/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.844, Loss: 0.261 Epoch 22 Batch 9/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.844, Loss: 0.283 Epoch 22 Batch 10/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.841, Loss: 0.297 Epoch 22 Batch 11/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.831, Loss: 0.284 Epoch 22 Batch 12/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.831, Loss: 0.283 Epoch 22 Batch 13/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.835, Loss: 0.280 Epoch 22 Batch 14/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.839, Loss: 0.241 Epoch 22 Batch 15/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.839, Loss: 0.254 Epoch 22 Batch 16/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.839, Loss: 0.263 Epoch 22 Batch 17/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.839, Loss: 0.273 Epoch 22 Batch 18/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.839, Loss: 0.283 Epoch 22 Batch 19/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.844, Loss: 0.279 Epoch 22 Batch 20/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.844, Loss: 0.253 Epoch 22 Batch 21/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.844, Loss: 0.288 Epoch 22 Batch 22/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.843, Loss: 0.298 Epoch 22 Batch 23/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.843, Loss: 0.278 Epoch 22 Batch 24/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.839, Loss: 0.261 Epoch 22 Batch 25/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.836, Loss: 0.263 Epoch 22 Batch 26/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.836, Loss: 0.298 Epoch 22 Batch 27/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.840, Loss: 0.249 Epoch 22 Batch 28/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.836, Loss: 0.282 Epoch 22 Batch 29/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.836, Loss: 0.288 Epoch 22 Batch 30/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.828, Loss: 0.292 Epoch 22 Batch 31/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.831, Loss: 0.272 Epoch 22 Batch 32/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.260 Epoch 22 Batch 33/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.832, Loss: 0.236 Epoch 22 Batch 34/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.832, Loss: 0.289 Epoch 22 Batch 35/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.832, Loss: 0.274 Epoch 22 Batch 36/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.833, Loss: 0.268 Epoch 22 Batch 37/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.832, Loss: 0.279 Epoch 22 Batch 38/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.828, Loss: 0.296 Epoch 22 Batch 39/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.828, Loss: 0.335 Epoch 22 Batch 40/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.828, Loss: 0.282 Epoch 22 Batch 41/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.828, Loss: 0.271 Epoch 22 Batch 42/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.826, Loss: 0.290 Epoch 22 Batch 43/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.825, Loss: 0.267 Epoch 22 Batch 44/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.819, Loss: 0.269 Epoch 22 Batch 45/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.828, Loss: 0.286 Epoch 22 Batch 46/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.836, Loss: 0.295 Epoch 22 Batch 47/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.285 Epoch 22 Batch 48/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.829, Loss: 0.319 Epoch 22 Batch 49/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.830, Loss: 0.279 Epoch 22 Batch 50/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.833, Loss: 0.285 Epoch 22 Batch 51/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.840, Loss: 0.269 Epoch 22 Batch 52/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.841, Loss: 0.291 Epoch 22 Batch 53/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.842, Loss: 0.277 Epoch 22 Batch 54/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.838, Loss: 0.325 Epoch 22 Batch 55/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.833, Loss: 0.262 Epoch 22 Batch 56/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.838, Loss: 0.240 Epoch 22 Batch 57/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.847, Loss: 0.253 Epoch 22 Batch 58/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.844, Loss: 0.270 Epoch 22 Batch 59/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.844, Loss: 0.284 Epoch 22 Batch 60/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.844, Loss: 0.272 Epoch 22 Batch 61/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.844, Loss: 0.295 Epoch 22 Batch 62/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.845, Loss: 0.289 Epoch 22 Batch 63/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.845, Loss: 0.269 Epoch 22 Batch 64/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.844, Loss: 0.260 Epoch 22 Batch 65/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.276 Epoch 22 Batch 66/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.242 Epoch 22 Batch 67/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.265 Epoch 22 Batch 68/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.841, Loss: 0.296 Epoch 22 Batch 69/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.843, Loss: 0.296 Epoch 22 Batch 70/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.844, Loss: 0.276 Epoch 22 Batch 71/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.839, Loss: 0.247 Epoch 22 Batch 72/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.844, Loss: 0.271 Epoch 22 Batch 73/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.845, Loss: 0.300 Epoch 22 Batch 74/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.841, Loss: 0.241 Epoch 22 Batch 75/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.837, Loss: 0.316 Epoch 22 Batch 76/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.837, Loss: 0.258 Epoch 22 Batch 77/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.842, Loss: 0.290 Epoch 22 Batch 78/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.841, Loss: 0.281 Epoch 22 Batch 79/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.841, Loss: 0.260 Epoch 22 Batch 80/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.842, Loss: 0.256 Epoch 22 Batch 81/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.846, Loss: 0.275 Epoch 22 Batch 82/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.845, Loss: 0.238 Epoch 22 Batch 83/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.850, Loss: 0.296 Epoch 22 Batch 84/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.851, Loss: 0.293 Epoch 22 Batch 85/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.251 Epoch 22 Batch 86/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.855, Loss: 0.294 Epoch 22 Batch 87/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.852, Loss: 0.318 Epoch 22 Batch 88/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.856, Loss: 0.300 Epoch 22 Batch 89/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.855, Loss: 0.300 Epoch 22 Batch 90/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.857, Loss: 0.286 Epoch 22 Batch 91/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.852, Loss: 0.245 Epoch 22 Batch 92/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.844, Loss: 0.283 Epoch 22 Batch 93/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.843, Loss: 0.278 Epoch 22 Batch 94/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.845, Loss: 0.268 Epoch 22 Batch 95/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.844, Loss: 0.305 Epoch 22 Batch 96/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.846, Loss: 0.268 Epoch 22 Batch 97/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.845, Loss: 0.282 Epoch 22 Batch 98/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.843, Loss: 0.275 Epoch 22 Batch 99/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.289 Epoch 22 Batch 100/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.849, Loss: 0.281 Epoch 22 Batch 101/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.850, Loss: 0.280 Epoch 22 Batch 102/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.266 Epoch 22 Batch 103/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.853, Loss: 0.317 Epoch 22 Batch 104/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.854, Loss: 0.285 Epoch 22 Batch 105/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.851, Loss: 0.275 Epoch 22 Batch 106/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.342 Epoch 22 Batch 107/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.850, Loss: 0.297 Epoch 22 Batch 108/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.854, Loss: 0.226 Epoch 22 Batch 109/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.851, Loss: 0.281 Epoch 22 Batch 110/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.852, Loss: 0.246 Epoch 22 Batch 111/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.857, Loss: 0.279 Epoch 22 Batch 112/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.857, Loss: 0.264 Epoch 22 Batch 113/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.852, Loss: 0.300 Epoch 22 Batch 114/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.851, Loss: 0.272 Epoch 22 Batch 115/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.846, Loss: 0.303 Epoch 22 Batch 116/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.845, Loss: 0.292 Epoch 22 Batch 117/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.848, Loss: 0.298 Epoch 22 Batch 118/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.844, Loss: 0.291 Epoch 22 Batch 119/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.847, Loss: 0.271 Epoch 22 Batch 120/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.294 Epoch 22 Batch 121/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.842, Loss: 0.271 Epoch 22 Batch 122/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.846, Loss: 0.275 Epoch 22 Batch 123/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.843, Loss: 0.250 Epoch 22 Batch 124/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.272 Epoch 22 Batch 125/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.838, Loss: 0.284 Epoch 22 Batch 126/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.838, Loss: 0.238 Epoch 22 Batch 127/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.840, Loss: 0.281 Epoch 22 Batch 128/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.843, Loss: 0.262 Epoch 22 Batch 129/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.843, Loss: 0.275 Epoch 22 Batch 130/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.844, Loss: 0.273 Epoch 22 Batch 131/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.847, Loss: 0.257 Epoch 22 Batch 132/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.848, Loss: 0.288 Epoch 22 Batch 133/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.847, Loss: 0.272 Epoch 22 Batch 134/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.847, Loss: 0.262 Epoch 22 Batch 135/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.847, Loss: 0.285 Epoch 22 Batch 136/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.854, Loss: 0.266 Epoch 22 Batch 137/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.238 Epoch 22 Batch 138/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.859, Loss: 0.268 Epoch 22 Batch 139/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.858, Loss: 0.294 Epoch 22 Batch 140/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.286 Epoch 22 Batch 141/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.851, Loss: 0.296 Epoch 22 Batch 142/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.847, Loss: 0.267 Epoch 22 Batch 143/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.845, Loss: 0.299 Epoch 22 Batch 144/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.852, Loss: 0.307 Epoch 22 Batch 145/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.846, Loss: 0.298 Epoch 22 Batch 146/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.847, Loss: 0.303 Epoch 22 Batch 147/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.849, Loss: 0.307 Epoch 22 Batch 148/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.302 Epoch 22 Batch 149/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.852, Loss: 0.286 Epoch 22 Batch 150/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.859, Loss: 0.267 Epoch 22 Batch 151/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.859, Loss: 0.239 Epoch 22 Batch 152/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.860, Loss: 0.301 Epoch 22 Batch 153/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.852, Loss: 0.283 Epoch 22 Batch 154/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.848, Loss: 0.287 Epoch 22 Batch 155/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.847, Loss: 0.270 Epoch 22 Batch 156/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.851, Loss: 0.275 Epoch 22 Batch 157/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.845, Loss: 0.304 Epoch 22 Batch 158/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.842, Loss: 0.291 Epoch 22 Batch 159/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.839, Loss: 0.243 Epoch 22 Batch 160/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.842, Loss: 0.267 Epoch 22 Batch 161/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.846, Loss: 0.286 Epoch 22 Batch 162/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.849, Loss: 0.308 Epoch 22 Batch 163/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.844, Loss: 0.311 Epoch 22 Batch 164/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.845, Loss: 0.292 Epoch 22 Batch 165/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.843, Loss: 0.252 Epoch 22 Batch 166/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.849, Loss: 0.300 Epoch 22 Batch 167/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.849, Loss: 0.280 Epoch 22 Batch 168/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.854, Loss: 0.319 Epoch 22 Batch 169/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.852, Loss: 0.304 Epoch 22 Batch 170/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.851, Loss: 0.310 Epoch 22 Batch 171/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.856, Loss: 0.259 Epoch 22 Batch 172/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.853, Loss: 0.261 Epoch 22 Batch 173/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.852, Loss: 0.298 Epoch 22 Batch 174/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.853, Loss: 0.278 Epoch 22 Batch 175/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.853, Loss: 0.266 Epoch 22 Batch 176/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.848, Loss: 0.262 Epoch 22 Batch 177/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.848, Loss: 0.294 Epoch 22 Batch 178/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.849, Loss: 0.262 Epoch 22 Batch 179/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.855, Loss: 0.280 Epoch 22 Batch 180/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.266 Epoch 22 Batch 181/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.846, Loss: 0.297 Epoch 22 Batch 182/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.850, Loss: 0.299 Epoch 22 Batch 183/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.852, Loss: 0.298 Epoch 22 Batch 184/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.267 Epoch 22 Batch 185/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.835, Loss: 0.290 Epoch 22 Batch 186/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.836, Loss: 0.283 Epoch 22 Batch 187/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.837, Loss: 0.256 Epoch 22 Batch 188/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.837, Loss: 0.275 Epoch 22 Batch 189/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.837, Loss: 0.263 Epoch 22 Batch 190/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.834, Loss: 0.260 Epoch 22 Batch 191/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.834, Loss: 0.262 Epoch 22 Batch 192/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.839, Loss: 0.295 Epoch 22 Batch 193/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.839, Loss: 0.266 Epoch 22 Batch 194/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.839, Loss: 0.237 Epoch 22 Batch 195/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.838, Loss: 0.268 Epoch 22 Batch 196/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.843, Loss: 0.274 Epoch 22 Batch 197/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.843, Loss: 0.263 Epoch 22 Batch 198/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.848, Loss: 0.264 Epoch 22 Batch 199/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.852, Loss: 0.251 Epoch 22 Batch 200/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.855, Loss: 0.287 Epoch 22 Batch 201/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.854, Loss: 0.248 Epoch 22 Batch 202/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.845, Loss: 0.297 Epoch 22 Batch 203/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.845, Loss: 0.276 Epoch 22 Batch 204/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.842, Loss: 0.314 Epoch 22 Batch 205/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.846, Loss: 0.285 Epoch 22 Batch 206/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.850, Loss: 0.252 Epoch 22 Batch 207/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.855, Loss: 0.268 Epoch 22 Batch 208/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.854, Loss: 0.294 Epoch 22 Batch 209/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.855, Loss: 0.248 Epoch 22 Batch 210/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.857, Loss: 0.270 Epoch 22 Batch 211/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.855, Loss: 0.265 Epoch 22 Batch 212/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.845, Loss: 0.253 Epoch 22 Batch 213/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.850, Loss: 0.256 Epoch 22 Batch 214/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.850, Loss: 0.259 Epoch 22 Batch 215/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.848, Loss: 0.299 Epoch 22 Batch 216/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.854, Loss: 0.286 Epoch 22 Batch 217/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.850, Loss: 0.260 Epoch 22 Batch 218/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.850, Loss: 0.298 Epoch 22 Batch 219/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.849, Loss: 0.278 Epoch 22 Batch 220/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.849, Loss: 0.266 Epoch 22 Batch 221/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.844, Loss: 0.279 Epoch 22 Batch 222/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.848, Loss: 0.294 Epoch 22 Batch 223/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.848, Loss: 0.252 Epoch 22 Batch 224/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.289 Epoch 22 Batch 225/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.844, Loss: 0.271 Epoch 22 Batch 226/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.845, Loss: 0.272 Epoch 22 Batch 227/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.844, Loss: 0.316 Epoch 22 Batch 228/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.845, Loss: 0.260 Epoch 22 Batch 229/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.844, Loss: 0.277 Epoch 22 Batch 230/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.839, Loss: 0.238 Epoch 22 Batch 231/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.840, Loss: 0.306 Epoch 22 Batch 232/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.845, Loss: 0.287 Epoch 22 Batch 233/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.327 Epoch 22 Batch 234/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.855, Loss: 0.285 Epoch 22 Batch 235/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.850, Loss: 0.248 Epoch 22 Batch 236/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.844, Loss: 0.286 Epoch 22 Batch 237/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.855, Loss: 0.238 Epoch 22 Batch 238/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.266 Epoch 22 Batch 239/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.853, Loss: 0.236 Epoch 22 Batch 240/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.855, Loss: 0.256 Epoch 22 Batch 241/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.860, Loss: 0.250 Epoch 22 Batch 242/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.862, Loss: 0.249 Epoch 22 Batch 243/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.859, Loss: 0.291 Epoch 22 Batch 244/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.294 Epoch 22 Batch 245/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.856, Loss: 0.250 Epoch 22 Batch 246/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.852, Loss: 0.273 Epoch 22 Batch 247/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.852, Loss: 0.245 Epoch 22 Batch 248/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.846, Loss: 0.277 Epoch 22 Batch 249/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.844, Loss: 0.286 Epoch 22 Batch 250/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.849, Loss: 0.258 Epoch 22 Batch 251/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.849, Loss: 0.273 Epoch 22 Batch 252/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.849, Loss: 0.285 Epoch 22 Batch 253/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.857, Loss: 0.283 Epoch 22 Batch 254/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.855, Loss: 0.288 Epoch 22 Batch 255/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.863, Loss: 0.284 Epoch 22 Batch 256/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.858, Loss: 0.307 Epoch 22 Batch 257/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.853, Loss: 0.269 Epoch 22 Batch 258/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.858, Loss: 0.289 Epoch 22 Batch 259/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.852, Loss: 0.258 Epoch 22 Batch 260/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.844, Loss: 0.264 Epoch 22 Batch 261/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.842, Loss: 0.273 Epoch 22 Batch 262/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.856, Loss: 0.261 Epoch 22 Batch 263/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.853, Loss: 0.268 Epoch 22 Batch 264/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.842, Loss: 0.285 Epoch 22 Batch 265/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.267 Epoch 22 Batch 266/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.843, Loss: 0.287 Epoch 22 Batch 267/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.843, Loss: 0.261 Epoch 22 Batch 268/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.844, Loss: 0.290 Epoch 22 Batch 269/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.844, Loss: 0.319 Epoch 22 Batch 270/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.842, Loss: 0.302 Epoch 22 Batch 271/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.842, Loss: 0.260 Epoch 22 Batch 272/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.845, Loss: 0.331 Epoch 22 Batch 273/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.848, Loss: 0.264 Epoch 22 Batch 274/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.267 Epoch 22 Batch 275/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.848, Loss: 0.285 Epoch 22 Batch 276/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.844, Loss: 0.317 Epoch 22 Batch 277/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.843, Loss: 0.250 Epoch 22 Batch 278/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.844, Loss: 0.303 Epoch 22 Batch 279/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.844, Loss: 0.309 Epoch 22 Batch 280/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.842, Loss: 0.301 Epoch 22 Batch 281/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.835, Loss: 0.295 Epoch 22 Batch 282/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.839, Loss: 0.305 Epoch 22 Batch 283/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.834, Loss: 0.279 Epoch 22 Batch 284/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.276 Epoch 22 Batch 285/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.852, Loss: 0.283 Epoch 22 Batch 286/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.281 Epoch 22 Batch 287/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.856, Loss: 0.269 Epoch 22 Batch 288/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.853, Loss: 0.299 Epoch 22 Batch 289/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.840, Loss: 0.273 Epoch 22 Batch 290/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.841, Loss: 0.303 Epoch 22 Batch 291/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.841, Loss: 0.286 Epoch 22 Batch 292/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.839, Loss: 0.256 Epoch 22 Batch 293/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.839, Loss: 0.294 Epoch 22 Batch 294/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.843, Loss: 0.267 Epoch 22 Batch 295/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.848, Loss: 0.311 Epoch 22 Batch 296/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.849, Loss: 0.264 Epoch 22 Batch 297/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.849, Loss: 0.299 Epoch 22 Batch 298/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.849, Loss: 0.278 Epoch 22 Batch 299/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.850, Loss: 0.264 Epoch 22 Batch 300/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.847, Loss: 0.283 Epoch 22 Batch 301/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.845, Loss: 0.265 Epoch 22 Batch 302/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.846, Loss: 0.271 Epoch 22 Batch 303/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.842, Loss: 0.309 Epoch 22 Batch 304/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.844, Loss: 0.261 Epoch 22 Batch 305/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.851, Loss: 0.269 Epoch 22 Batch 306/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.851, Loss: 0.261 Epoch 22 Batch 307/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.847, Loss: 0.264 Epoch 22 Batch 308/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.844, Loss: 0.315 Epoch 22 Batch 309/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.840, Loss: 0.251 Epoch 22 Batch 310/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.840, Loss: 0.263 Epoch 22 Batch 311/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.260 Epoch 22 Batch 312/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.849, Loss: 0.301 Epoch 22 Batch 313/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.848, Loss: 0.268 Epoch 22 Batch 314/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.844, Loss: 0.272 Epoch 22 Batch 315/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.846, Loss: 0.256 Epoch 22 Batch 316/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.845, Loss: 0.266 Epoch 22 Batch 317/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.845, Loss: 0.299 Epoch 22 Batch 318/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.846, Loss: 0.276 Epoch 22 Batch 319/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.849, Loss: 0.283 Epoch 22 Batch 320/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.842, Loss: 0.284 Epoch 22 Batch 321/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.842, Loss: 0.268 Epoch 22 Batch 322/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.844, Loss: 0.241 Epoch 22 Batch 323/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.844, Loss: 0.274 Epoch 22 Batch 324/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.844, Loss: 0.270 Epoch 22 Batch 325/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.843, Loss: 0.270 Epoch 22 Batch 326/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.842, Loss: 0.276 Epoch 22 Batch 327/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.839, Loss: 0.287 Epoch 22 Batch 328/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.844, Loss: 0.282 Epoch 22 Batch 329/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.845, Loss: 0.287 Epoch 22 Batch 330/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.844, Loss: 0.288 Epoch 22 Batch 331/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.844, Loss: 0.291 Epoch 22 Batch 332/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.844, Loss: 0.238 Epoch 22 Batch 333/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.843, Loss: 0.285 Epoch 22 Batch 334/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.843, Loss: 0.256 Epoch 22 Batch 335/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.844, Loss: 0.271 Epoch 22 Batch 336/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.841, Loss: 0.303 Epoch 22 Batch 337/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.839, Loss: 0.293 Epoch 22 Batch 338/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.844, Loss: 0.317 Epoch 22 Batch 339/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.842, Loss: 0.256 Epoch 22 Batch 340/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.844, Loss: 0.274 Epoch 22 Batch 341/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.836, Loss: 0.314 Epoch 22 Batch 342/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.844, Loss: 0.266 Epoch 22 Batch 343/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.843, Loss: 0.264 Epoch 22 Batch 344/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.285 Epoch 22 Batch 345/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.273 Epoch 22 Batch 346/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.845, Loss: 0.272 Epoch 22 Batch 347/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.846, Loss: 0.254 Epoch 22 Batch 348/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.851, Loss: 0.255 Epoch 22 Batch 349/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.847, Loss: 0.266 Epoch 22 Batch 350/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.847, Loss: 0.285 Epoch 22 Batch 351/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.849, Loss: 0.302 Epoch 22 Batch 352/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.837, Loss: 0.271 Epoch 22 Batch 353/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.841, Loss: 0.316 Epoch 22 Batch 354/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.316 Epoch 22 Batch 355/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.287 Epoch 22 Batch 356/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.838, Loss: 0.265 Epoch 22 Batch 357/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.843, Loss: 0.286 Epoch 22 Batch 358/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.843, Loss: 0.271 Epoch 22 Batch 359/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.848, Loss: 0.290 Epoch 22 Batch 360/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.850, Loss: 0.285 Epoch 22 Batch 361/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.850, Loss: 0.283 Epoch 22 Batch 362/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.849, Loss: 0.280 Epoch 22 Batch 363/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.848, Loss: 0.284 Epoch 22 Batch 364/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.854, Loss: 0.300 Epoch 22 Batch 365/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.859, Loss: 0.257 Epoch 22 Batch 366/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.854, Loss: 0.274 Epoch 22 Batch 367/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.224 Epoch 22 Batch 368/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.854, Loss: 0.271 Epoch 22 Batch 369/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.855, Loss: 0.252 Epoch 22 Batch 370/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.854, Loss: 0.283 Epoch 22 Batch 371/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.854, Loss: 0.270 Epoch 22 Batch 372/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.859, Loss: 0.263 Epoch 22 Batch 373/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.861, Loss: 0.248 Epoch 22 Batch 374/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.859, Loss: 0.285 Epoch 22 Batch 375/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.859, Loss: 0.268 Epoch 22 Batch 376/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.851, Loss: 0.289 Epoch 22 Batch 377/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.856, Loss: 0.279 Epoch 22 Batch 378/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.852, Loss: 0.265 Epoch 22 Batch 379/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.851, Loss: 0.296 Epoch 22 Batch 380/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.851, Loss: 0.263 Epoch 22 Batch 381/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.851, Loss: 0.298 Epoch 22 Batch 382/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.859, Loss: 0.297 Epoch 22 Batch 383/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.855, Loss: 0.279 Epoch 22 Batch 384/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.856, Loss: 0.276 Epoch 22 Batch 385/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.850, Loss: 0.281 Epoch 22 Batch 386/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.853, Loss: 0.266 Epoch 22 Batch 387/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.853, Loss: 0.271 Epoch 22 Batch 388/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.857, Loss: 0.274 Epoch 22 Batch 389/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.269 Epoch 22 Batch 390/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.850, Loss: 0.304 Epoch 22 Batch 391/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.849, Loss: 0.281 Epoch 22 Batch 392/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.854, Loss: 0.293 Epoch 22 Batch 393/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.248 Epoch 22 Batch 394/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.852, Loss: 0.292 Epoch 22 Batch 395/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.851, Loss: 0.258 Epoch 22 Batch 396/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.296 Epoch 22 Batch 397/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.266 Epoch 22 Batch 398/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.847, Loss: 0.307 Epoch 22 Batch 399/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.854, Loss: 0.282 Epoch 22 Batch 400/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.279 Epoch 22 Batch 401/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.850, Loss: 0.265 Epoch 22 Batch 402/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.851, Loss: 0.252 Epoch 22 Batch 403/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.853, Loss: 0.302 Epoch 22 Batch 404/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.849, Loss: 0.255 Epoch 22 Batch 405/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.854, Loss: 0.294 Epoch 22 Batch 406/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.857, Loss: 0.280 Epoch 22 Batch 407/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.858, Loss: 0.312 Epoch 22 Batch 408/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.857, Loss: 0.287 Epoch 22 Batch 409/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.849, Loss: 0.281 Epoch 22 Batch 410/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.854, Loss: 0.302 Epoch 22 Batch 411/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.854, Loss: 0.260 Epoch 22 Batch 412/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.854, Loss: 0.255 Epoch 22 Batch 413/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.854, Loss: 0.255 Epoch 22 Batch 414/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.851, Loss: 0.295 Epoch 22 Batch 415/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.851, Loss: 0.274 Epoch 22 Batch 416/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.853, Loss: 0.274 Epoch 22 Batch 417/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.855, Loss: 0.313 Epoch 22 Batch 418/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.857, Loss: 0.266 Epoch 22 Batch 419/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.284 Epoch 22 Batch 420/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.856, Loss: 0.265 Epoch 22 Batch 421/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.861, Loss: 0.312 Epoch 22 Batch 422/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.861, Loss: 0.278 Epoch 22 Batch 423/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.854, Loss: 0.299 Epoch 22 Batch 424/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.846, Loss: 0.297 Epoch 22 Batch 425/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.846, Loss: 0.234 Epoch 22 Batch 426/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.842, Loss: 0.293 Epoch 22 Batch 427/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.840, Loss: 0.272 Epoch 22 Batch 428/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.842, Loss: 0.264 Epoch 22 Batch 429/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.844, Loss: 0.266 Epoch 22 Batch 430/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.269 Epoch 22 Batch 431/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.843, Loss: 0.259 Epoch 22 Batch 432/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.288 Epoch 22 Batch 433/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.839, Loss: 0.283 Epoch 22 Batch 434/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.841, Loss: 0.271 Epoch 22 Batch 435/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.839, Loss: 0.288 Epoch 22 Batch 436/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.843, Loss: 0.262 Epoch 22 Batch 437/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.836, Loss: 0.274 Epoch 22 Batch 438/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.836, Loss: 0.284 Epoch 22 Batch 439/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.292 Epoch 22 Batch 440/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.831, Loss: 0.293 Epoch 22 Batch 441/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.835, Loss: 0.283 Epoch 22 Batch 442/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.831, Loss: 0.266 Epoch 22 Batch 443/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.836, Loss: 0.271 Epoch 22 Batch 444/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.833, Loss: 0.261 Epoch 22 Batch 445/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.833, Loss: 0.285 Epoch 22 Batch 446/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.833, Loss: 0.244 Epoch 22 Batch 447/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.837, Loss: 0.281 Epoch 22 Batch 448/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.835, Loss: 0.304 Epoch 22 Batch 449/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.839, Loss: 0.293 Epoch 22 Batch 450/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.844, Loss: 0.264 Epoch 22 Batch 451/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.838, Loss: 0.250 Epoch 22 Batch 452/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.835, Loss: 0.276 Epoch 22 Batch 453/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.835, Loss: 0.264 Epoch 22 Batch 454/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.842, Loss: 0.292 Epoch 22 Batch 455/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.839, Loss: 0.265 Epoch 22 Batch 456/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.840, Loss: 0.273 Epoch 22 Batch 457/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.836, Loss: 0.258 Epoch 22 Batch 458/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.835, Loss: 0.289 Epoch 22 Batch 459/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.839, Loss: 0.259 Epoch 22 Batch 460/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.839, Loss: 0.276 Epoch 22 Batch 461/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.843, Loss: 0.270 Epoch 22 Batch 462/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.836, Loss: 0.259 Epoch 22 Batch 463/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.836, Loss: 0.284 Epoch 22 Batch 464/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.838, Loss: 0.288 Epoch 22 Batch 465/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.844, Loss: 0.319 Epoch 22 Batch 466/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.847, Loss: 0.257 Epoch 22 Batch 467/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.833, Loss: 0.294 Epoch 22 Batch 468/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.833, Loss: 0.281 Epoch 22 Batch 469/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.837, Loss: 0.256 Epoch 22 Batch 470/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.834, Loss: 0.278 Epoch 22 Batch 471/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.838, Loss: 0.264 Epoch 22 Batch 472/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.841, Loss: 0.269 Epoch 22 Batch 473/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.838, Loss: 0.293 Epoch 22 Batch 474/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.846, Loss: 0.300 Epoch 22 Batch 475/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.846, Loss: 0.265 Epoch 22 Batch 476/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.846, Loss: 0.262 Epoch 22 Batch 477/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.844, Loss: 0.272 Epoch 22 Batch 478/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.841, Loss: 0.279 Epoch 22 Batch 479/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.841, Loss: 0.297 Epoch 22 Batch 480/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.841, Loss: 0.267 Epoch 22 Batch 481/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.842, Loss: 0.270 Epoch 22 Batch 482/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.299 Epoch 22 Batch 483/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.861, Loss: 0.278 Epoch 22 Batch 484/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.272 Epoch 22 Batch 485/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.271 Epoch 22 Batch 486/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.854, Loss: 0.264 Epoch 22 Batch 487/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.854, Loss: 0.279 Epoch 22 Batch 488/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.859, Loss: 0.261 Epoch 22 Batch 489/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.863, Loss: 0.260 Epoch 22 Batch 490/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.858, Loss: 0.275 Epoch 22 Batch 491/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.858, Loss: 0.272 Epoch 22 Batch 492/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.280 Epoch 22 Batch 493/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.855, Loss: 0.259 Epoch 22 Batch 494/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.857, Loss: 0.252 Epoch 22 Batch 495/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.861, Loss: 0.268 Epoch 22 Batch 496/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.856, Loss: 0.306 Epoch 22 Batch 497/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.851, Loss: 0.296 Epoch 22 Batch 498/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.851, Loss: 0.288 Epoch 22 Batch 499/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.852, Loss: 0.258 Epoch 22 Batch 500/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.851, Loss: 0.252 Epoch 22 Batch 501/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.847, Loss: 0.284 Epoch 22 Batch 502/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.847, Loss: 0.271 Epoch 22 Batch 503/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.846, Loss: 0.258 Epoch 22 Batch 504/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.846, Loss: 0.286 Epoch 22 Batch 505/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.843, Loss: 0.240 Epoch 22 Batch 506/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.843, Loss: 0.260 Epoch 22 Batch 507/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.842, Loss: 0.264 Epoch 22 Batch 508/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.837, Loss: 0.267 Epoch 22 Batch 509/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.837, Loss: 0.295 Epoch 22 Batch 510/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.837, Loss: 0.274 Epoch 22 Batch 511/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.836, Loss: 0.276 Epoch 22 Batch 512/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.837, Loss: 0.271 Epoch 22 Batch 513/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.835, Loss: 0.276 Epoch 22 Batch 514/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.835, Loss: 0.287 Epoch 22 Batch 515/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.837, Loss: 0.290 Epoch 22 Batch 516/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.839, Loss: 0.251 Epoch 22 Batch 517/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.844, Loss: 0.282 Epoch 22 Batch 518/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.850, Loss: 0.263 Epoch 22 Batch 519/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.854, Loss: 0.276 Epoch 22 Batch 520/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.850, Loss: 0.255 Epoch 22 Batch 521/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.848, Loss: 0.286 Epoch 22 Batch 522/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.850, Loss: 0.285 Epoch 22 Batch 523/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.850, Loss: 0.290 Epoch 22 Batch 524/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.854, Loss: 0.273 Epoch 22 Batch 525/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.280 Epoch 22 Batch 526/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.852, Loss: 0.267 Epoch 22 Batch 527/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.853, Loss: 0.278 Epoch 22 Batch 528/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.849, Loss: 0.269 Epoch 22 Batch 529/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.849, Loss: 0.273 Epoch 22 Batch 530/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.851, Loss: 0.273 Epoch 22 Batch 531/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.851, Loss: 0.274 Epoch 22 Batch 532/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.853, Loss: 0.293 Epoch 22 Batch 533/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.857, Loss: 0.315 Epoch 22 Batch 534/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.859, Loss: 0.290 Epoch 22 Batch 535/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.854, Loss: 0.288 Epoch 22 Batch 536/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.859, Loss: 0.269 Epoch 22 Batch 537/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.852, Loss: 0.270 Epoch 22 Batch 538/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.835, Loss: 0.258 Epoch 22 Batch 539/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.839, Loss: 0.294 Epoch 22 Batch 540/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.839, Loss: 0.246 Epoch 22 Batch 541/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.267 Epoch 22 Batch 542/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.840, Loss: 0.263 Epoch 22 Batch 543/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.837, Loss: 0.286 Epoch 22 Batch 544/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.840, Loss: 0.252 Epoch 22 Batch 545/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.837, Loss: 0.286 Epoch 22 Batch 546/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.836, Loss: 0.301 Epoch 22 Batch 547/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.837, Loss: 0.268 Epoch 22 Batch 548/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.841, Loss: 0.288 Epoch 22 Batch 549/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.842, Loss: 0.294 Epoch 22 Batch 550/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.843, Loss: 0.287 Epoch 22 Batch 551/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.844, Loss: 0.287 Epoch 22 Batch 552/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.844, Loss: 0.281 Epoch 22 Batch 553/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.847, Loss: 0.293 Epoch 22 Batch 554/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.841, Loss: 0.289 Epoch 22 Batch 555/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.837, Loss: 0.266 Epoch 22 Batch 556/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.264 Epoch 22 Batch 557/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.837, Loss: 0.270 Epoch 22 Batch 558/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.840, Loss: 0.258 Epoch 22 Batch 559/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.840, Loss: 0.274 Epoch 22 Batch 560/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.838, Loss: 0.264 Epoch 22 Batch 561/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.839, Loss: 0.256 Epoch 22 Batch 562/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.845, Loss: 0.250 Epoch 22 Batch 563/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.848, Loss: 0.307 Epoch 22 Batch 564/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.842, Loss: 0.298 Epoch 22 Batch 565/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.842, Loss: 0.303 Epoch 22 Batch 566/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.838, Loss: 0.323 Epoch 22 Batch 567/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.842, Loss: 0.298 Epoch 22 Batch 568/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.843, Loss: 0.280 Epoch 22 Batch 569/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.847, Loss: 0.283 Epoch 22 Batch 570/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.842, Loss: 0.311 Epoch 22 Batch 571/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.836, Loss: 0.261 Epoch 22 Batch 572/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.837, Loss: 0.261 Epoch 22 Batch 573/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.839, Loss: 0.286 Epoch 22 Batch 574/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.284 Epoch 22 Batch 575/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.847, Loss: 0.280 Epoch 22 Batch 576/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.851, Loss: 0.277 Epoch 22 Batch 577/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.853, Loss: 0.311 Epoch 22 Batch 578/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.857, Loss: 0.284 Epoch 22 Batch 579/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.262 Epoch 22 Batch 580/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.859, Loss: 0.242 Epoch 22 Batch 581/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.858, Loss: 0.254 Epoch 22 Batch 582/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.858, Loss: 0.278 Epoch 22 Batch 583/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.852, Loss: 0.304 Epoch 22 Batch 584/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.850, Loss: 0.285 Epoch 22 Batch 585/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.851, Loss: 0.241 Epoch 22 Batch 586/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.857, Loss: 0.265 Epoch 22 Batch 587/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.844, Loss: 0.279 Epoch 22 Batch 588/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.849, Loss: 0.274 Epoch 22 Batch 589/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.848, Loss: 0.272 Epoch 22 Batch 590/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.853, Loss: 0.309 Epoch 22 Batch 591/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.853, Loss: 0.250 Epoch 22 Batch 592/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.854, Loss: 0.282 Epoch 22 Batch 593/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.855, Loss: 0.290 Epoch 22 Batch 594/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.851, Loss: 0.279 Epoch 22 Batch 595/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.273 Epoch 22 Batch 596/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.841, Loss: 0.290 Epoch 22 Batch 597/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.841, Loss: 0.286 Epoch 22 Batch 598/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.839, Loss: 0.268 Epoch 22 Batch 599/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.840, Loss: 0.315 Epoch 22 Batch 600/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.838, Loss: 0.268 Epoch 22 Batch 601/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.837, Loss: 0.273 Epoch 22 Batch 602/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.839, Loss: 0.289 Epoch 22 Batch 603/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.839, Loss: 0.263 Epoch 22 Batch 604/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.838, Loss: 0.287 Epoch 22 Batch 605/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.838, Loss: 0.314 Epoch 22 Batch 606/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.239 Epoch 22 Batch 607/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.253 Epoch 22 Batch 608/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.849, Loss: 0.281 Epoch 22 Batch 609/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.847, Loss: 0.308 Epoch 22 Batch 610/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.842, Loss: 0.297 Epoch 22 Batch 611/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.834, Loss: 0.293 Epoch 22 Batch 612/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.842, Loss: 0.264 Epoch 22 Batch 613/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.845, Loss: 0.292 Epoch 22 Batch 614/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.848, Loss: 0.271 Epoch 22 Batch 615/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.848, Loss: 0.261 Epoch 22 Batch 616/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.848, Loss: 0.297 Epoch 22 Batch 617/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.848, Loss: 0.281 Epoch 22 Batch 618/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.848, Loss: 0.280 Epoch 22 Batch 619/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.843, Loss: 0.282 Epoch 22 Batch 620/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.841, Loss: 0.264 Epoch 22 Batch 621/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.840, Loss: 0.282 Epoch 22 Batch 622/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.845, Loss: 0.276 Epoch 22 Batch 623/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.845, Loss: 0.288 Epoch 22 Batch 624/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.855, Loss: 0.257 Epoch 22 Batch 625/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.851, Loss: 0.277 Epoch 22 Batch 626/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.850, Loss: 0.252 Epoch 22 Batch 627/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.846, Loss: 0.266 Epoch 22 Batch 628/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.847, Loss: 0.283 Epoch 22 Batch 629/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.842, Loss: 0.291 Epoch 22 Batch 630/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.841, Loss: 0.287 Epoch 22 Batch 631/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.846, Loss: 0.275 Epoch 22 Batch 632/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.855, Loss: 0.258 Epoch 22 Batch 633/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.856, Loss: 0.282 Epoch 22 Batch 634/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.855, Loss: 0.240 Epoch 22 Batch 635/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.856, Loss: 0.304 Epoch 22 Batch 636/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.856, Loss: 0.278 Epoch 22 Batch 637/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.857, Loss: 0.287 Epoch 22 Batch 638/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.860, Loss: 0.284 Epoch 22 Batch 639/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.849, Loss: 0.296 Epoch 22 Batch 640/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.854, Loss: 0.243 Epoch 22 Batch 641/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.854, Loss: 0.266 Epoch 22 Batch 642/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.850, Loss: 0.256 Epoch 22 Batch 643/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.849, Loss: 0.252 Epoch 22 Batch 644/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.853, Loss: 0.278 Epoch 22 Batch 645/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.850, Loss: 0.275 Epoch 22 Batch 646/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.272 Epoch 22 Batch 647/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.841, Loss: 0.278 Epoch 22 Batch 648/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.852, Loss: 0.256 Epoch 22 Batch 649/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.853, Loss: 0.268 Epoch 22 Batch 650/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.846, Loss: 0.276 Epoch 22 Batch 651/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.849, Loss: 0.275 Epoch 22 Batch 652/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.846, Loss: 0.297 Epoch 22 Batch 653/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.855, Loss: 0.282 Epoch 22 Batch 654/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.856, Loss: 0.254 Epoch 22 Batch 655/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.856, Loss: 0.283 Epoch 22 Batch 656/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.859, Loss: 0.261 Epoch 22 Batch 657/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.299 Epoch 22 Batch 658/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.851, Loss: 0.275 Epoch 22 Batch 659/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.857, Loss: 0.265 Epoch 22 Batch 660/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.857, Loss: 0.295 Epoch 22 Batch 661/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.853, Loss: 0.248 Epoch 22 Batch 662/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.853, Loss: 0.267 Epoch 22 Batch 663/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.247 Epoch 22 Batch 664/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.850, Loss: 0.278 Epoch 22 Batch 665/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.849, Loss: 0.283 Epoch 22 Batch 666/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.849, Loss: 0.305 Epoch 22 Batch 667/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.850, Loss: 0.297 Epoch 22 Batch 668/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.846, Loss: 0.266 Epoch 22 Batch 669/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.837, Loss: 0.265 Epoch 22 Batch 670/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.837, Loss: 0.255 Epoch 22 Batch 671/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.839, Loss: 0.311 Epoch 22 Batch 672/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.839, Loss: 0.278 Epoch 22 Batch 673/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.832, Loss: 0.269 Epoch 22 Batch 674/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.841, Loss: 0.267 Epoch 22 Batch 675/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.841, Loss: 0.290 Epoch 22 Batch 676/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.850, Loss: 0.259 Epoch 22 Batch 677/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.852, Loss: 0.295 Epoch 22 Batch 678/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.254 Epoch 22 Batch 679/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.841, Loss: 0.292 Epoch 22 Batch 680/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.841, Loss: 0.256 Epoch 22 Batch 681/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.841, Loss: 0.269 Epoch 22 Batch 682/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.836, Loss: 0.271 Epoch 22 Batch 683/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.836, Loss: 0.268 Epoch 22 Batch 684/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.845, Loss: 0.251 Epoch 22 Batch 685/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.842, Loss: 0.279 Epoch 22 Batch 686/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.837, Loss: 0.266 Epoch 22 Batch 687/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.835, Loss: 0.296 Epoch 22 Batch 688/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.839, Loss: 0.263 Epoch 22 Batch 689/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.835, Loss: 0.266 Epoch 22 Batch 690/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.835, Loss: 0.265 Epoch 22 Batch 691/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.832, Loss: 0.299 Epoch 22 Batch 692/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.832, Loss: 0.265 Epoch 22 Batch 693/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.844, Loss: 0.315 Epoch 22 Batch 694/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.844, Loss: 0.264 Epoch 22 Batch 695/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.844, Loss: 0.245 Epoch 22 Batch 696/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.844, Loss: 0.302 Epoch 22 Batch 697/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.254 Epoch 22 Batch 698/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.843, Loss: 0.275 Epoch 22 Batch 699/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.841, Loss: 0.275 Epoch 22 Batch 700/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.847, Loss: 0.248 Epoch 22 Batch 701/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.842, Loss: 0.280 Epoch 22 Batch 702/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.846, Loss: 0.291 Epoch 22 Batch 703/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.284 Epoch 22 Batch 704/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.840, Loss: 0.307 Epoch 22 Batch 705/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.837, Loss: 0.280 Epoch 22 Batch 706/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.837, Loss: 0.289 Epoch 22 Batch 707/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.837, Loss: 0.280 Epoch 22 Batch 708/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.840, Loss: 0.280 Epoch 22 Batch 709/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.840, Loss: 0.308 Epoch 22 Batch 710/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.838, Loss: 0.256 Epoch 22 Batch 711/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.839, Loss: 0.316 Epoch 22 Batch 712/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.261 Epoch 22 Batch 713/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.836, Loss: 0.254 Epoch 22 Batch 714/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.838, Loss: 0.265 Epoch 22 Batch 715/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.837, Loss: 0.291 Epoch 22 Batch 716/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.835, Loss: 0.238 Epoch 22 Batch 717/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.832, Loss: 0.269 Epoch 22 Batch 718/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.823, Loss: 0.268 Epoch 22 Batch 719/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.823, Loss: 0.265 Epoch 22 Batch 720/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.827, Loss: 0.305 Epoch 22 Batch 721/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.837, Loss: 0.285 Epoch 22 Batch 722/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.840, Loss: 0.271 Epoch 22 Batch 723/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.839, Loss: 0.290 Epoch 22 Batch 724/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.840, Loss: 0.311 Epoch 22 Batch 725/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.850, Loss: 0.237 Epoch 22 Batch 726/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.854, Loss: 0.262 Epoch 22 Batch 727/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.854, Loss: 0.257 Epoch 22 Batch 728/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.858, Loss: 0.280 Epoch 22 Batch 729/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.854, Loss: 0.289 Epoch 22 Batch 730/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.855, Loss: 0.288 Epoch 22 Batch 731/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.856, Loss: 0.287 Epoch 22 Batch 732/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.857, Loss: 0.302 Epoch 22 Batch 733/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.852, Loss: 0.311 Epoch 22 Batch 734/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.860, Loss: 0.274 Epoch 22 Batch 735/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.860, Loss: 0.276 Epoch 22 Batch 736/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.861, Loss: 0.254 Epoch 22 Batch 737/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.860, Loss: 0.310 Epoch 22 Batch 738/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.857, Loss: 0.240 Epoch 22 Batch 739/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.841, Loss: 0.254 Epoch 22 Batch 740/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.841, Loss: 0.272 Epoch 22 Batch 741/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.848, Loss: 0.281 Epoch 22 Batch 742/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.849, Loss: 0.273 Epoch 22 Batch 743/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.849, Loss: 0.266 Epoch 22 Batch 744/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.840, Loss: 0.245 Epoch 22 Batch 745/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.839, Loss: 0.280 Epoch 22 Batch 746/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.844, Loss: 0.287 Epoch 22 Batch 747/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.849, Loss: 0.243 Epoch 22 Batch 748/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.849, Loss: 0.262 Epoch 22 Batch 749/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.849, Loss: 0.266 Epoch 22 Batch 750/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.846, Loss: 0.288 Epoch 22 Batch 751/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.847, Loss: 0.274 Epoch 22 Batch 752/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.849, Loss: 0.256 Epoch 22 Batch 753/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.846, Loss: 0.284 Epoch 22 Batch 754/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.844, Loss: 0.290 Epoch 22 Batch 755/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.847, Loss: 0.258 Epoch 22 Batch 756/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.853, Loss: 0.276 Epoch 22 Batch 757/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.852, Loss: 0.278 Epoch 22 Batch 758/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.850, Loss: 0.248 Epoch 22 Batch 759/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.848, Loss: 0.239 Epoch 22 Batch 760/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.844, Loss: 0.299 Epoch 22 Batch 761/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.846, Loss: 0.282 Epoch 22 Batch 762/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.848, Loss: 0.247 Epoch 22 Batch 763/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.851, Loss: 0.248 Epoch 22 Batch 764/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.860, Loss: 0.256 Epoch 22 Batch 765/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.266 Epoch 22 Batch 766/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.855, Loss: 0.297 Epoch 22 Batch 767/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.856, Loss: 0.264 Epoch 22 Batch 768/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.856, Loss: 0.277 Epoch 22 Batch 769/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.856, Loss: 0.263 Epoch 22 Batch 770/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.856, Loss: 0.246 Epoch 22 Batch 771/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.860, Loss: 0.284 Epoch 22 Batch 772/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.856, Loss: 0.261 Epoch 22 Batch 773/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.861, Loss: 0.242 Epoch 22 Batch 774/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.288 Epoch 22 Batch 775/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.854, Loss: 0.276 Epoch 22 Batch 776/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.857, Loss: 0.269 Epoch 22 Batch 777/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.852, Loss: 0.285 Epoch 22 Batch 778/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.861, Loss: 0.253 Epoch 22 Batch 779/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.860, Loss: 0.287 Epoch 22 Batch 780/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.860, Loss: 0.301 Epoch 22 Batch 781/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.860, Loss: 0.251 Epoch 22 Batch 782/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.848, Loss: 0.273 Epoch 22 Batch 783/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.848, Loss: 0.288 Epoch 22 Batch 784/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.848, Loss: 0.279 Epoch 22 Batch 785/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.852, Loss: 0.269 Epoch 22 Batch 786/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.850, Loss: 0.276 Epoch 22 Batch 787/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.852, Loss: 0.252 Epoch 22 Batch 788/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.853, Loss: 0.252 Epoch 22 Batch 789/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.853, Loss: 0.276 Epoch 22 Batch 790/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.861, Loss: 0.299 Epoch 22 Batch 791/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.859, Loss: 0.277 Epoch 22 Batch 792/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.859, Loss: 0.277 Epoch 22 Batch 793/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.859, Loss: 0.267 Epoch 22 Batch 794/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.857, Loss: 0.265 Epoch 22 Batch 795/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.863, Loss: 0.283 Epoch 22 Batch 796/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.867, Loss: 0.266 Epoch 22 Batch 797/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.263 Epoch 22 Batch 798/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.861, Loss: 0.283 Epoch 22 Batch 799/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.856, Loss: 0.304 Epoch 22 Batch 800/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.851, Loss: 0.269 Epoch 22 Batch 801/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.851, Loss: 0.298 Epoch 22 Batch 802/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.850, Loss: 0.282 Epoch 22 Batch 803/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.280 Epoch 22 Batch 804/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.847, Loss: 0.276 Epoch 22 Batch 805/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.849, Loss: 0.274 Epoch 22 Batch 806/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.850, Loss: 0.258 Epoch 22 Batch 807/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.849, Loss: 0.270 Epoch 22 Batch 808/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.849, Loss: 0.302 Epoch 22 Batch 809/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.848, Loss: 0.282 Epoch 22 Batch 810/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.843, Loss: 0.244 Epoch 22 Batch 811/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.839, Loss: 0.244 Epoch 22 Batch 812/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.844, Loss: 0.296 Epoch 22 Batch 813/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.845, Loss: 0.258 Epoch 22 Batch 814/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.846, Loss: 0.298 Epoch 22 Batch 815/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.849, Loss: 0.265 Epoch 22 Batch 816/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.856, Loss: 0.290 Epoch 22 Batch 817/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.856, Loss: 0.303 Epoch 22 Batch 818/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.854, Loss: 0.273 Epoch 22 Batch 819/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.852, Loss: 0.265 Epoch 22 Batch 820/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.850, Loss: 0.295 Epoch 22 Batch 821/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.852, Loss: 0.260 Epoch 22 Batch 822/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.851, Loss: 0.281 Epoch 22 Batch 823/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.851, Loss: 0.274 Epoch 22 Batch 824/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.852, Loss: 0.260 Epoch 22 Batch 825/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.853, Loss: 0.256 Epoch 22 Batch 826/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.849, Loss: 0.249 Epoch 22 Batch 827/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.853, Loss: 0.277 Epoch 22 Batch 828/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.852, Loss: 0.262 Epoch 22 Batch 829/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.855, Loss: 0.300 Epoch 22 Batch 830/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.859, Loss: 0.262 Epoch 22 Batch 831/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.855, Loss: 0.289 Epoch 22 Batch 832/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.861, Loss: 0.270 Epoch 22 Batch 833/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.860, Loss: 0.277 Epoch 22 Batch 834/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.861, Loss: 0.271 Epoch 22 Batch 835/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.286 Epoch 22 Batch 836/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.854, Loss: 0.286 Epoch 22 Batch 837/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.856, Loss: 0.311 Epoch 22 Batch 838/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.861, Loss: 0.263 Epoch 22 Batch 839/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.864, Loss: 0.259 Epoch 22 Batch 840/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.860, Loss: 0.268 Epoch 22 Batch 841/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.860, Loss: 0.293 Epoch 22 Batch 842/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.859, Loss: 0.269 Epoch 22 Batch 843/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.859, Loss: 0.256 Epoch 22 Batch 844/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.859, Loss: 0.247 Epoch 22 Batch 845/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.852, Loss: 0.272 Epoch 22 Batch 846/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.855, Loss: 0.267 Epoch 22 Batch 847/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.855, Loss: 0.299 Epoch 22 Batch 848/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.855, Loss: 0.259 Epoch 22 Batch 849/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.854, Loss: 0.260 Epoch 22 Batch 850/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.850, Loss: 0.289 Epoch 22 Batch 851/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.846, Loss: 0.280 Epoch 22 Batch 852/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.845, Loss: 0.315 Epoch 22 Batch 853/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.851, Loss: 0.274 Epoch 22 Batch 854/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.852, Loss: 0.278 Epoch 22 Batch 855/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.852, Loss: 0.261 Epoch 22 Batch 856/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.855, Loss: 0.289 Epoch 22 Batch 857/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.859, Loss: 0.255 Epoch 22 Batch 858/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.856, Loss: 0.266 Epoch 22 Batch 859/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.853, Loss: 0.287 Epoch 22 Batch 860/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.848, Loss: 0.268 Epoch 22 Batch 861/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.855, Loss: 0.279 Epoch 22 Batch 862/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.855, Loss: 0.271 Epoch 22 Batch 863/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.852, Loss: 0.251 Epoch 22 Batch 864/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.852, Loss: 0.274 Epoch 22 Batch 865/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.857, Loss: 0.266 Epoch 22 Batch 866/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.859, Loss: 0.275 Epoch 22 Batch 867/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.854, Loss: 0.338 Epoch 22 Batch 868/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.853, Loss: 0.272 Epoch 22 Batch 869/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.855, Loss: 0.300 Epoch 22 Batch 870/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.856, Loss: 0.301 Epoch 22 Batch 871/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.856, Loss: 0.263 Epoch 22 Batch 872/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.841, Loss: 0.265 Epoch 22 Batch 873/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.846, Loss: 0.292 Epoch 22 Batch 874/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.852, Loss: 0.301 Epoch 22 Batch 875/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.849, Loss: 0.297 Epoch 22 Batch 876/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.849, Loss: 0.279 Epoch 22 Batch 877/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.267 Epoch 22 Batch 878/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.268 Epoch 22 Batch 879/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.858, Loss: 0.231 Epoch 22 Batch 880/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.857, Loss: 0.271 Epoch 22 Batch 881/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.859, Loss: 0.289 Epoch 22 Batch 882/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.854, Loss: 0.283 Epoch 22 Batch 883/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.854, Loss: 0.327 Epoch 22 Batch 884/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.850, Loss: 0.250 Epoch 22 Batch 885/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.847, Loss: 0.261 Epoch 22 Batch 886/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.850, Loss: 0.296 Epoch 22 Batch 887/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.307 Epoch 22 Batch 888/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.854, Loss: 0.263 Epoch 22 Batch 889/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.859, Loss: 0.275 Epoch 22 Batch 890/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.852, Loss: 0.264 Epoch 22 Batch 891/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.852, Loss: 0.276 Epoch 22 Batch 892/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.855, Loss: 0.263 Epoch 22 Batch 893/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.855, Loss: 0.287 Epoch 22 Batch 894/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.849, Loss: 0.270 Epoch 22 Batch 895/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.845, Loss: 0.282 Epoch 22 Batch 896/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.846, Loss: 0.287 Epoch 22 Batch 897/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.847, Loss: 0.240 Epoch 22 Batch 898/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.851, Loss: 0.258 Epoch 22 Batch 899/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.261 Epoch 22 Batch 900/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.849, Loss: 0.305 Epoch 22 Batch 901/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.849, Loss: 0.269 Epoch 22 Batch 902/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.853, Loss: 0.294 Epoch 22 Batch 903/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.858, Loss: 0.251 Epoch 22 Batch 904/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.858, Loss: 0.265 Epoch 22 Batch 905/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.857, Loss: 0.259 Epoch 22 Batch 906/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.859, Loss: 0.260 Epoch 22 Batch 907/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.854, Loss: 0.258 Epoch 22 Batch 908/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.854, Loss: 0.272 Epoch 22 Batch 909/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.850, Loss: 0.270 Epoch 22 Batch 910/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.848, Loss: 0.278 Epoch 22 Batch 911/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.851, Loss: 0.249 Epoch 22 Batch 912/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.850, Loss: 0.291 Epoch 22 Batch 913/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.853, Loss: 0.300 Epoch 22 Batch 914/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.851, Loss: 0.284 Epoch 22 Batch 915/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.852, Loss: 0.284 Epoch 22 Batch 916/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.852, Loss: 0.288 Epoch 22 Batch 917/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.848, Loss: 0.262 Epoch 22 Batch 918/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.857, Loss: 0.246 Epoch 22 Batch 919/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.857, Loss: 0.257 Epoch 22 Batch 920/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.856, Loss: 0.275 Epoch 22 Batch 921/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.856, Loss: 0.288 Epoch 22 Batch 922/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.856, Loss: 0.261 Epoch 22 Batch 923/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.858, Loss: 0.279 Epoch 22 Batch 924/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.853, Loss: 0.315 Epoch 22 Batch 925/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.849, Loss: 0.257 Epoch 22 Batch 926/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.845, Loss: 0.280 Epoch 22 Batch 927/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.850, Loss: 0.297 Epoch 22 Batch 928/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.850, Loss: 0.268 Epoch 22 Batch 929/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.842, Loss: 0.284 Epoch 22 Batch 930/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.842, Loss: 0.264 Epoch 22 Batch 931/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.842, Loss: 0.271 Epoch 22 Batch 932/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.842, Loss: 0.279 Epoch 22 Batch 933/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.842, Loss: 0.276 Epoch 22 Batch 934/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.843, Loss: 0.296 Epoch 22 Batch 935/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.845, Loss: 0.272 Epoch 22 Batch 936/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.849, Loss: 0.261 Epoch 22 Batch 937/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.849, Loss: 0.294 Epoch 22 Batch 938/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.848, Loss: 0.288 Epoch 22 Batch 939/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.847, Loss: 0.290 Epoch 22 Batch 940/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.855, Loss: 0.278 Epoch 22 Batch 941/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.859, Loss: 0.256 Epoch 22 Batch 942/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.860, Loss: 0.298 Epoch 22 Batch 943/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.852, Loss: 0.267 Epoch 22 Batch 944/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.856, Loss: 0.262 Epoch 22 Batch 945/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.853, Loss: 0.260 Epoch 22 Batch 946/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.853, Loss: 0.263 Epoch 22 Batch 947/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.856, Loss: 0.301 Epoch 22 Batch 948/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.854, Loss: 0.268 Epoch 22 Batch 949/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.853, Loss: 0.238 Epoch 22 Batch 950/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.253 Epoch 22 Batch 951/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.864, Loss: 0.275 Epoch 22 Batch 952/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.258 Epoch 22 Batch 953/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.858, Loss: 0.272 Epoch 22 Batch 954/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.844, Loss: 0.305 Epoch 22 Batch 955/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.850, Loss: 0.290 Epoch 22 Batch 956/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.845, Loss: 0.273 Epoch 22 Batch 957/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.844, Loss: 0.262 Epoch 22 Batch 958/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.847, Loss: 0.275 Epoch 22 Batch 959/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.853, Loss: 0.255 Epoch 22 Batch 960/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.852, Loss: 0.272 Epoch 22 Batch 961/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.853, Loss: 0.296 Epoch 22 Batch 962/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.849, Loss: 0.264 Epoch 22 Batch 963/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.843, Loss: 0.317 Epoch 22 Batch 964/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.841, Loss: 0.266 Epoch 22 Batch 965/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.844, Loss: 0.302 Epoch 22 Batch 966/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.848, Loss: 0.238 Epoch 22 Batch 967/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.842, Loss: 0.244 Epoch 22 Batch 968/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.843, Loss: 0.293 Epoch 22 Batch 969/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.842, Loss: 0.310 Epoch 22 Batch 970/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.847, Loss: 0.301 Epoch 22 Batch 971/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.844, Loss: 0.273 Epoch 22 Batch 972/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.840, Loss: 0.265 Epoch 22 Batch 973/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.841, Loss: 0.246 Epoch 22 Batch 974/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.843, Loss: 0.265 Epoch 22 Batch 975/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.253 Epoch 22 Batch 976/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.863, Loss: 0.250 Epoch 22 Batch 977/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.856, Loss: 0.260 Epoch 22 Batch 978/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.851, Loss: 0.259 Epoch 22 Batch 979/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.847, Loss: 0.308 Epoch 22 Batch 980/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.850, Loss: 0.275 Epoch 22 Batch 981/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.851, Loss: 0.290 Epoch 22 Batch 982/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.850, Loss: 0.274 Epoch 22 Batch 983/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.850, Loss: 0.305 Epoch 22 Batch 984/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.850, Loss: 0.298 Epoch 22 Batch 985/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.855, Loss: 0.273 Epoch 22 Batch 986/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.855, Loss: 0.281 Epoch 22 Batch 987/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.857, Loss: 0.264 Epoch 22 Batch 988/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.856, Loss: 0.272 Epoch 22 Batch 989/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.847, Loss: 0.296 Epoch 22 Batch 990/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.848, Loss: 0.293 Epoch 22 Batch 991/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.857, Loss: 0.280 Epoch 22 Batch 992/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.858, Loss: 0.283 Epoch 22 Batch 993/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.854, Loss: 0.247 Epoch 22 Batch 994/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.858, Loss: 0.276 Epoch 22 Batch 995/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.852, Loss: 0.266 Epoch 22 Batch 996/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.853, Loss: 0.287 Epoch 22 Batch 997/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.851, Loss: 0.288 Epoch 22 Batch 998/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.848, Loss: 0.258 Epoch 22 Batch 999/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.848, Loss: 0.268 Epoch 22 Batch 1000/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.850, Loss: 0.253 Epoch 22 Batch 1001/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.847, Loss: 0.248 Epoch 22 Batch 1002/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.848, Loss: 0.256 Epoch 22 Batch 1003/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.847, Loss: 0.267 Epoch 22 Batch 1004/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.850, Loss: 0.295 Epoch 22 Batch 1005/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.845, Loss: 0.285 Epoch 22 Batch 1006/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.848, Loss: 0.245 Epoch 22 Batch 1007/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.848, Loss: 0.235 Epoch 22 Batch 1008/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.846, Loss: 0.282 Epoch 22 Batch 1009/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.849, Loss: 0.252 Epoch 22 Batch 1010/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.283 Epoch 22 Batch 1011/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.854, Loss: 0.273 Epoch 22 Batch 1012/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.855, Loss: 0.254 Epoch 22 Batch 1013/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.856, Loss: 0.246 Epoch 22 Batch 1014/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.857, Loss: 0.309 Epoch 22 Batch 1015/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.858, Loss: 0.314 Epoch 22 Batch 1016/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.857, Loss: 0.281 Epoch 22 Batch 1017/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.852, Loss: 0.282 Epoch 22 Batch 1018/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.853, Loss: 0.262 Epoch 22 Batch 1019/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.853, Loss: 0.305 Epoch 22 Batch 1020/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.851, Loss: 0.267 Epoch 22 Batch 1021/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.846, Loss: 0.267 Epoch 22 Batch 1022/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.257 Epoch 22 Batch 1023/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.847, Loss: 0.243 Epoch 22 Batch 1024/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.853, Loss: 0.319 Epoch 22 Batch 1025/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.853, Loss: 0.271 Epoch 22 Batch 1026/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.856, Loss: 0.258 Epoch 22 Batch 1027/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.861, Loss: 0.292 Epoch 22 Batch 1028/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.861, Loss: 0.276 Epoch 22 Batch 1029/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.860, Loss: 0.271 Epoch 22 Batch 1030/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.860, Loss: 0.265 Epoch 22 Batch 1031/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.851, Loss: 0.282 Epoch 22 Batch 1032/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.848, Loss: 0.288 Epoch 22 Batch 1033/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.854, Loss: 0.251 Epoch 22 Batch 1034/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.854, Loss: 0.274 Epoch 22 Batch 1035/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.847, Loss: 0.245 Epoch 22 Batch 1036/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.843, Loss: 0.286 Epoch 22 Batch 1037/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.841, Loss: 0.274 Epoch 22 Batch 1038/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.842, Loss: 0.267 Epoch 22 Batch 1039/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.842, Loss: 0.252 Epoch 22 Batch 1040/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.842, Loss: 0.266 Epoch 22 Batch 1041/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.841, Loss: 0.287 Epoch 22 Batch 1042/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.841, Loss: 0.264 Epoch 22 Batch 1043/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.837, Loss: 0.278 Epoch 22 Batch 1044/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.837, Loss: 0.277 Epoch 22 Batch 1045/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.851, Loss: 0.287 Epoch 22 Batch 1046/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.850, Loss: 0.245 Epoch 22 Batch 1047/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.850, Loss: 0.268 Epoch 22 Batch 1048/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.849, Loss: 0.265 Epoch 22 Batch 1049/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.849, Loss: 0.312 Epoch 22 Batch 1050/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.267 Epoch 22 Batch 1051/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.861, Loss: 0.271 Epoch 22 Batch 1052/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.260 Epoch 22 Batch 1053/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.858, Loss: 0.265 Epoch 22 Batch 1054/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.855, Loss: 0.264 Epoch 22 Batch 1055/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.856, Loss: 0.281 Epoch 22 Batch 1056/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.857, Loss: 0.262 Epoch 22 Batch 1057/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.865, Loss: 0.291 Epoch 22 Batch 1058/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.866, Loss: 0.319 Epoch 22 Batch 1059/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.865, Loss: 0.316 Epoch 22 Batch 1060/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.866, Loss: 0.241 Epoch 22 Batch 1061/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.862, Loss: 0.295 Epoch 22 Batch 1062/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.864, Loss: 0.270 Epoch 22 Batch 1063/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.859, Loss: 0.277 Epoch 22 Batch 1064/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.864, Loss: 0.279 Epoch 22 Batch 1065/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.860, Loss: 0.264 Epoch 22 Batch 1066/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.261 Epoch 22 Batch 1067/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.862, Loss: 0.303 Epoch 22 Batch 1068/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.866, Loss: 0.268 Epoch 22 Batch 1069/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.863, Loss: 0.234 Epoch 22 Batch 1070/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.857, Loss: 0.267 Epoch 22 Batch 1071/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.857, Loss: 0.258 Epoch 22 Batch 1072/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.857, Loss: 0.270 Epoch 22 Batch 1073/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.860, Loss: 0.276 Epoch 22 Batch 1074/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.282 Epoch 22 Batch 1075/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.864, Loss: 0.293 Epoch 23 Batch 0/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.858, Loss: 0.243 Epoch 23 Batch 1/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.854, Loss: 0.260 Epoch 23 Batch 2/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.854, Loss: 0.283 Epoch 23 Batch 3/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.860, Loss: 0.261 Epoch 23 Batch 4/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.269 Epoch 23 Batch 5/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.303 Epoch 23 Batch 6/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.852, Loss: 0.265 Epoch 23 Batch 7/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.858, Loss: 0.250 Epoch 23 Batch 8/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.864, Loss: 0.259 Epoch 23 Batch 9/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.867, Loss: 0.270 Epoch 23 Batch 10/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.854, Loss: 0.298 Epoch 23 Batch 11/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.854, Loss: 0.263 Epoch 23 Batch 12/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.859, Loss: 0.289 Epoch 23 Batch 13/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.850, Loss: 0.292 Epoch 23 Batch 14/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.854, Loss: 0.257 Epoch 23 Batch 15/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.855, Loss: 0.272 Epoch 23 Batch 16/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.854, Loss: 0.273 Epoch 23 Batch 17/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.854, Loss: 0.269 Epoch 23 Batch 18/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.858, Loss: 0.252 Epoch 23 Batch 19/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.852, Loss: 0.273 Epoch 23 Batch 20/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.853, Loss: 0.253 Epoch 23 Batch 21/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.852, Loss: 0.288 Epoch 23 Batch 22/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.852, Loss: 0.292 Epoch 23 Batch 23/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.852, Loss: 0.248 Epoch 23 Batch 24/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.858, Loss: 0.261 Epoch 23 Batch 25/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.857, Loss: 0.256 Epoch 23 Batch 26/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.856, Loss: 0.288 Epoch 23 Batch 27/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.860, Loss: 0.263 Epoch 23 Batch 28/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.860, Loss: 0.283 Epoch 23 Batch 29/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.859, Loss: 0.263 Epoch 23 Batch 30/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.860, Loss: 0.252 Epoch 23 Batch 31/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.862, Loss: 0.267 Epoch 23 Batch 32/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.858, Loss: 0.252 Epoch 23 Batch 33/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.858, Loss: 0.246 Epoch 23 Batch 34/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.854, Loss: 0.275 Epoch 23 Batch 35/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.265 Epoch 23 Batch 36/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.278 Epoch 23 Batch 37/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.846, Loss: 0.276 Epoch 23 Batch 38/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.308 Epoch 23 Batch 39/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.845, Loss: 0.295 Epoch 23 Batch 40/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.841, Loss: 0.279 Epoch 23 Batch 41/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.846, Loss: 0.271 Epoch 23 Batch 42/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.847, Loss: 0.298 Epoch 23 Batch 43/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.852, Loss: 0.256 Epoch 23 Batch 44/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.856, Loss: 0.276 Epoch 23 Batch 45/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.846, Loss: 0.266 Epoch 23 Batch 46/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.846, Loss: 0.282 Epoch 23 Batch 47/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.845, Loss: 0.263 Epoch 23 Batch 48/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.850, Loss: 0.326 Epoch 23 Batch 49/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.850, Loss: 0.284 Epoch 23 Batch 50/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.849, Loss: 0.268 Epoch 23 Batch 51/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.850, Loss: 0.272 Epoch 23 Batch 52/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.850, Loss: 0.289 Epoch 23 Batch 53/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.856, Loss: 0.274 Epoch 23 Batch 54/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.847, Loss: 0.291 Epoch 23 Batch 55/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.848, Loss: 0.250 Epoch 23 Batch 56/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.850, Loss: 0.250 Epoch 23 Batch 57/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.853, Loss: 0.248 Epoch 23 Batch 58/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.853, Loss: 0.260 Epoch 23 Batch 59/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.848, Loss: 0.266 Epoch 23 Batch 60/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.843, Loss: 0.263 Epoch 23 Batch 61/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.840, Loss: 0.271 Epoch 23 Batch 62/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.844, Loss: 0.302 Epoch 23 Batch 63/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.845, Loss: 0.241 Epoch 23 Batch 64/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.845, Loss: 0.252 Epoch 23 Batch 65/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.847, Loss: 0.268 Epoch 23 Batch 66/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.843, Loss: 0.240 Epoch 23 Batch 67/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.843, Loss: 0.264 Epoch 23 Batch 68/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.843, Loss: 0.294 Epoch 23 Batch 69/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.844, Loss: 0.296 Epoch 23 Batch 70/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.844, Loss: 0.277 Epoch 23 Batch 71/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.844, Loss: 0.247 Epoch 23 Batch 72/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.849, Loss: 0.300 Epoch 23 Batch 73/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.855, Loss: 0.278 Epoch 23 Batch 74/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.855, Loss: 0.266 Epoch 23 Batch 75/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.855, Loss: 0.292 Epoch 23 Batch 76/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.855, Loss: 0.240 Epoch 23 Batch 77/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.851, Loss: 0.282 Epoch 23 Batch 78/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.857, Loss: 0.278 Epoch 23 Batch 79/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.850, Loss: 0.269 Epoch 23 Batch 80/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.851, Loss: 0.284 Epoch 23 Batch 81/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.856, Loss: 0.267 Epoch 23 Batch 82/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.860, Loss: 0.254 Epoch 23 Batch 83/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.862, Loss: 0.283 Epoch 23 Batch 84/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.862, Loss: 0.278 Epoch 23 Batch 85/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.853, Loss: 0.238 Epoch 23 Batch 86/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.853, Loss: 0.266 Epoch 23 Batch 87/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.855, Loss: 0.313 Epoch 23 Batch 88/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.855, Loss: 0.290 Epoch 23 Batch 89/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.854, Loss: 0.291 Epoch 23 Batch 90/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.862, Loss: 0.290 Epoch 23 Batch 91/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.229 Epoch 23 Batch 92/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.856, Loss: 0.272 Epoch 23 Batch 93/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.856, Loss: 0.280 Epoch 23 Batch 94/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.860, Loss: 0.257 Epoch 23 Batch 95/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.854, Loss: 0.276 Epoch 23 Batch 96/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.853, Loss: 0.269 Epoch 23 Batch 97/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.851, Loss: 0.262 Epoch 23 Batch 98/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.852, Loss: 0.271 Epoch 23 Batch 99/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.851, Loss: 0.282 Epoch 23 Batch 100/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.853, Loss: 0.278 Epoch 23 Batch 101/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.853, Loss: 0.268 Epoch 23 Batch 102/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.858, Loss: 0.247 Epoch 23 Batch 103/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.852, Loss: 0.321 Epoch 23 Batch 104/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.853, Loss: 0.280 Epoch 23 Batch 105/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.855, Loss: 0.268 Epoch 23 Batch 106/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.855, Loss: 0.302 Epoch 23 Batch 107/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.852, Loss: 0.270 Epoch 23 Batch 108/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.852, Loss: 0.246 Epoch 23 Batch 109/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.843, Loss: 0.270 Epoch 23 Batch 110/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.845, Loss: 0.249 Epoch 23 Batch 111/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.849, Loss: 0.280 Epoch 23 Batch 112/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.848, Loss: 0.259 Epoch 23 Batch 113/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.271 Epoch 23 Batch 114/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.253 Epoch 23 Batch 115/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.860, Loss: 0.297 Epoch 23 Batch 116/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.869, Loss: 0.289 Epoch 23 Batch 117/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.869, Loss: 0.295 Epoch 23 Batch 118/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.868, Loss: 0.295 Epoch 23 Batch 119/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.863, Loss: 0.263 Epoch 23 Batch 120/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.858, Loss: 0.287 Epoch 23 Batch 121/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.849, Loss: 0.274 Epoch 23 Batch 122/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.852, Loss: 0.266 Epoch 23 Batch 123/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.857, Loss: 0.234 Epoch 23 Batch 124/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.853, Loss: 0.286 Epoch 23 Batch 125/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.854, Loss: 0.275 Epoch 23 Batch 126/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.858, Loss: 0.244 Epoch 23 Batch 127/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.857, Loss: 0.252 Epoch 23 Batch 128/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.253 Epoch 23 Batch 129/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.858, Loss: 0.266 Epoch 23 Batch 130/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.854, Loss: 0.243 Epoch 23 Batch 131/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.856, Loss: 0.268 Epoch 23 Batch 132/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.859, Loss: 0.273 Epoch 23 Batch 133/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.856, Loss: 0.273 Epoch 23 Batch 134/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.855, Loss: 0.262 Epoch 23 Batch 135/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.860, Loss: 0.278 Epoch 23 Batch 136/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.859, Loss: 0.250 Epoch 23 Batch 137/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.225 Epoch 23 Batch 138/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.864, Loss: 0.255 Epoch 23 Batch 139/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.859, Loss: 0.268 Epoch 23 Batch 140/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.861, Loss: 0.291 Epoch 23 Batch 141/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.865, Loss: 0.265 Epoch 23 Batch 142/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.866, Loss: 0.252 Epoch 23 Batch 143/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.866, Loss: 0.278 Epoch 23 Batch 144/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.865, Loss: 0.288 Epoch 23 Batch 145/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.867, Loss: 0.285 Epoch 23 Batch 146/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.861, Loss: 0.296 Epoch 23 Batch 147/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.861, Loss: 0.286 Epoch 23 Batch 148/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.860, Loss: 0.275 Epoch 23 Batch 149/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.859, Loss: 0.264 Epoch 23 Batch 150/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.246 Epoch 23 Batch 151/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.250 Epoch 23 Batch 152/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.858, Loss: 0.296 Epoch 23 Batch 153/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.859, Loss: 0.268 Epoch 23 Batch 154/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.855, Loss: 0.287 Epoch 23 Batch 155/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.850, Loss: 0.268 Epoch 23 Batch 156/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.852, Loss: 0.259 Epoch 23 Batch 157/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.850, Loss: 0.280 Epoch 23 Batch 158/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.852, Loss: 0.279 Epoch 23 Batch 159/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.850, Loss: 0.227 Epoch 23 Batch 160/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.850, Loss: 0.254 Epoch 23 Batch 161/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.850, Loss: 0.286 Epoch 23 Batch 162/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.849, Loss: 0.298 Epoch 23 Batch 163/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.294 Epoch 23 Batch 164/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.841, Loss: 0.279 Epoch 23 Batch 165/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.838, Loss: 0.268 Epoch 23 Batch 166/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.845, Loss: 0.290 Epoch 23 Batch 167/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.846, Loss: 0.271 Epoch 23 Batch 168/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.844, Loss: 0.299 Epoch 23 Batch 169/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.838, Loss: 0.279 Epoch 23 Batch 170/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.850, Loss: 0.301 Epoch 23 Batch 171/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.259 Epoch 23 Batch 172/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.858, Loss: 0.254 Epoch 23 Batch 173/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.853, Loss: 0.296 Epoch 23 Batch 174/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.853, Loss: 0.265 Epoch 23 Batch 175/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.860, Loss: 0.255 Epoch 23 Batch 176/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.856, Loss: 0.269 Epoch 23 Batch 177/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.861, Loss: 0.283 Epoch 23 Batch 178/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.258 Epoch 23 Batch 179/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.855, Loss: 0.277 Epoch 23 Batch 180/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.855, Loss: 0.269 Epoch 23 Batch 181/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.860, Loss: 0.294 Epoch 23 Batch 182/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.260 Epoch 23 Batch 183/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.866, Loss: 0.294 Epoch 23 Batch 184/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.870, Loss: 0.258 Epoch 23 Batch 185/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.869, Loss: 0.287 Epoch 23 Batch 186/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.865, Loss: 0.288 Epoch 23 Batch 187/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.256 Epoch 23 Batch 188/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.859, Loss: 0.287 Epoch 23 Batch 189/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.856, Loss: 0.275 Epoch 23 Batch 190/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.855, Loss: 0.263 Epoch 23 Batch 191/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.853, Loss: 0.241 Epoch 23 Batch 192/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.848, Loss: 0.281 Epoch 23 Batch 193/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.262 Epoch 23 Batch 194/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.851, Loss: 0.223 Epoch 23 Batch 195/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.852, Loss: 0.260 Epoch 23 Batch 196/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.851, Loss: 0.272 Epoch 23 Batch 197/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.858, Loss: 0.274 Epoch 23 Batch 198/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.858, Loss: 0.247 Epoch 23 Batch 199/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.858, Loss: 0.256 Epoch 23 Batch 200/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.858, Loss: 0.269 Epoch 23 Batch 201/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.858, Loss: 0.229 Epoch 23 Batch 202/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.853, Loss: 0.283 Epoch 23 Batch 203/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.857, Loss: 0.265 Epoch 23 Batch 204/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.866, Loss: 0.297 Epoch 23 Batch 205/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.872, Loss: 0.272 Epoch 23 Batch 206/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.868, Loss: 0.256 Epoch 23 Batch 207/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.863, Loss: 0.271 Epoch 23 Batch 208/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.294 Epoch 23 Batch 209/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.870, Loss: 0.238 Epoch 23 Batch 210/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.868, Loss: 0.279 Epoch 23 Batch 211/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.863, Loss: 0.272 Epoch 23 Batch 212/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.864, Loss: 0.267 Epoch 23 Batch 213/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.864, Loss: 0.250 Epoch 23 Batch 214/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.864, Loss: 0.269 Epoch 23 Batch 215/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.868, Loss: 0.299 Epoch 23 Batch 216/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.860, Loss: 0.280 Epoch 23 Batch 217/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.856, Loss: 0.256 Epoch 23 Batch 218/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.856, Loss: 0.311 Epoch 23 Batch 219/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.856, Loss: 0.268 Epoch 23 Batch 220/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.860, Loss: 0.281 Epoch 23 Batch 221/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.293 Epoch 23 Batch 222/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.865, Loss: 0.274 Epoch 23 Batch 223/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.869, Loss: 0.227 Epoch 23 Batch 224/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.865, Loss: 0.277 Epoch 23 Batch 225/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.871, Loss: 0.290 Epoch 23 Batch 226/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.862, Loss: 0.249 Epoch 23 Batch 227/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.858, Loss: 0.299 Epoch 23 Batch 228/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.253 Epoch 23 Batch 229/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.859, Loss: 0.279 Epoch 23 Batch 230/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.857, Loss: 0.229 Epoch 23 Batch 231/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.858, Loss: 0.295 Epoch 23 Batch 232/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.858, Loss: 0.306 Epoch 23 Batch 233/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.862, Loss: 0.307 Epoch 23 Batch 234/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.863, Loss: 0.286 Epoch 23 Batch 235/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.863, Loss: 0.243 Epoch 23 Batch 236/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.860, Loss: 0.283 Epoch 23 Batch 237/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.862, Loss: 0.230 Epoch 23 Batch 238/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.263 Epoch 23 Batch 239/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.858, Loss: 0.239 Epoch 23 Batch 240/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.858, Loss: 0.233 Epoch 23 Batch 241/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.858, Loss: 0.240 Epoch 23 Batch 242/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.857, Loss: 0.260 Epoch 23 Batch 243/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.857, Loss: 0.267 Epoch 23 Batch 244/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.866, Loss: 0.270 Epoch 23 Batch 245/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.866, Loss: 0.244 Epoch 23 Batch 246/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.871, Loss: 0.272 Epoch 23 Batch 247/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.866, Loss: 0.266 Epoch 23 Batch 248/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.866, Loss: 0.254 Epoch 23 Batch 249/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.857, Loss: 0.264 Epoch 23 Batch 250/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.862, Loss: 0.252 Epoch 23 Batch 251/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.862, Loss: 0.278 Epoch 23 Batch 252/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.867, Loss: 0.261 Epoch 23 Batch 253/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.862, Loss: 0.268 Epoch 23 Batch 254/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.866, Loss: 0.269 Epoch 23 Batch 255/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.867, Loss: 0.265 Epoch 23 Batch 256/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.868, Loss: 0.300 Epoch 23 Batch 257/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.869, Loss: 0.278 Epoch 23 Batch 258/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.873, Loss: 0.266 Epoch 23 Batch 259/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.872, Loss: 0.263 Epoch 23 Batch 260/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.873, Loss: 0.243 Epoch 23 Batch 261/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.248 Epoch 23 Batch 262/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.871, Loss: 0.266 Epoch 23 Batch 263/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.870, Loss: 0.246 Epoch 23 Batch 264/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.870, Loss: 0.285 Epoch 23 Batch 265/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.870, Loss: 0.276 Epoch 23 Batch 266/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.874, Loss: 0.282 Epoch 23 Batch 267/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.229 Epoch 23 Batch 268/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.869, Loss: 0.278 Epoch 23 Batch 269/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.870, Loss: 0.288 Epoch 23 Batch 270/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.865, Loss: 0.281 Epoch 23 Batch 271/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.863, Loss: 0.259 Epoch 23 Batch 272/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.863, Loss: 0.336 Epoch 23 Batch 273/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.864, Loss: 0.239 Epoch 23 Batch 274/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.864, Loss: 0.257 Epoch 23 Batch 275/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.870, Loss: 0.277 Epoch 23 Batch 276/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.864, Loss: 0.306 Epoch 23 Batch 277/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.860, Loss: 0.237 Epoch 23 Batch 278/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.860, Loss: 0.313 Epoch 23 Batch 279/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.859, Loss: 0.308 Epoch 23 Batch 280/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.858, Loss: 0.284 Epoch 23 Batch 281/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.857, Loss: 0.275 Epoch 23 Batch 282/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.859, Loss: 0.307 Epoch 23 Batch 283/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.858, Loss: 0.267 Epoch 23 Batch 284/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.859, Loss: 0.288 Epoch 23 Batch 285/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.862, Loss: 0.260 Epoch 23 Batch 286/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.866, Loss: 0.248 Epoch 23 Batch 287/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.870, Loss: 0.273 Epoch 23 Batch 288/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.294 Epoch 23 Batch 289/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.862, Loss: 0.260 Epoch 23 Batch 290/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.852, Loss: 0.299 Epoch 23 Batch 291/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.853, Loss: 0.307 Epoch 23 Batch 292/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.853, Loss: 0.269 Epoch 23 Batch 293/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.853, Loss: 0.274 Epoch 23 Batch 294/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.852, Loss: 0.256 Epoch 23 Batch 295/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.848, Loss: 0.288 Epoch 23 Batch 296/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.848, Loss: 0.255 Epoch 23 Batch 297/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.850, Loss: 0.287 Epoch 23 Batch 298/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.847, Loss: 0.299 Epoch 23 Batch 299/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.854, Loss: 0.264 Epoch 23 Batch 300/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.854, Loss: 0.263 Epoch 23 Batch 301/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.849, Loss: 0.258 Epoch 23 Batch 302/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.850, Loss: 0.281 Epoch 23 Batch 303/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.849, Loss: 0.304 Epoch 23 Batch 304/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.838, Loss: 0.263 Epoch 23 Batch 305/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.843, Loss: 0.271 Epoch 23 Batch 306/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.845, Loss: 0.271 Epoch 23 Batch 307/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.845, Loss: 0.265 Epoch 23 Batch 308/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.834, Loss: 0.295 Epoch 23 Batch 309/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.838, Loss: 0.257 Epoch 23 Batch 310/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.277 Epoch 23 Batch 311/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.838, Loss: 0.248 Epoch 23 Batch 312/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.844, Loss: 0.302 Epoch 23 Batch 313/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.849, Loss: 0.261 Epoch 23 Batch 314/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.854, Loss: 0.277 Epoch 23 Batch 315/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.858, Loss: 0.254 Epoch 23 Batch 316/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.853, Loss: 0.260 Epoch 23 Batch 317/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.857, Loss: 0.300 Epoch 23 Batch 318/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.850, Loss: 0.266 Epoch 23 Batch 319/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.846, Loss: 0.280 Epoch 23 Batch 320/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.846, Loss: 0.281 Epoch 23 Batch 321/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.856, Loss: 0.263 Epoch 23 Batch 322/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.856, Loss: 0.248 Epoch 23 Batch 323/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.284 Epoch 23 Batch 324/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.854, Loss: 0.277 Epoch 23 Batch 325/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.855, Loss: 0.233 Epoch 23 Batch 326/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.861, Loss: 0.262 Epoch 23 Batch 327/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.860, Loss: 0.290 Epoch 23 Batch 328/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.861, Loss: 0.289 Epoch 23 Batch 329/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.862, Loss: 0.286 Epoch 23 Batch 330/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.862, Loss: 0.289 Epoch 23 Batch 331/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.861, Loss: 0.281 Epoch 23 Batch 332/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.861, Loss: 0.217 Epoch 23 Batch 333/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.857, Loss: 0.270 Epoch 23 Batch 334/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.853, Loss: 0.261 Epoch 23 Batch 335/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.857, Loss: 0.253 Epoch 23 Batch 336/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.856, Loss: 0.313 Epoch 23 Batch 337/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.854, Loss: 0.290 Epoch 23 Batch 338/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.859, Loss: 0.306 Epoch 23 Batch 339/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.858, Loss: 0.273 Epoch 23 Batch 340/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.858, Loss: 0.255 Epoch 23 Batch 341/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.863, Loss: 0.324 Epoch 23 Batch 342/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.863, Loss: 0.252 Epoch 23 Batch 343/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.276 Epoch 23 Batch 344/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.869, Loss: 0.267 Epoch 23 Batch 345/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.864, Loss: 0.267 Epoch 23 Batch 346/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.865, Loss: 0.293 Epoch 23 Batch 347/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.861, Loss: 0.247 Epoch 23 Batch 348/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.856, Loss: 0.259 Epoch 23 Batch 349/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.852, Loss: 0.256 Epoch 23 Batch 350/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.271 Epoch 23 Batch 351/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.857, Loss: 0.289 Epoch 23 Batch 352/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.861, Loss: 0.275 Epoch 23 Batch 353/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.861, Loss: 0.313 Epoch 23 Batch 354/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.857, Loss: 0.300 Epoch 23 Batch 355/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.858, Loss: 0.270 Epoch 23 Batch 356/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.269 Epoch 23 Batch 357/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.853, Loss: 0.263 Epoch 23 Batch 358/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.853, Loss: 0.275 Epoch 23 Batch 359/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.854, Loss: 0.281 Epoch 23 Batch 360/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.263 Epoch 23 Batch 361/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.848, Loss: 0.285 Epoch 23 Batch 362/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.840, Loss: 0.283 Epoch 23 Batch 363/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.847, Loss: 0.290 Epoch 23 Batch 364/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.855, Loss: 0.279 Epoch 23 Batch 365/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.238 Epoch 23 Batch 366/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.855, Loss: 0.261 Epoch 23 Batch 367/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.854, Loss: 0.229 Epoch 23 Batch 368/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.855, Loss: 0.278 Epoch 23 Batch 369/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.857, Loss: 0.261 Epoch 23 Batch 370/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.857, Loss: 0.284 Epoch 23 Batch 371/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.857, Loss: 0.270 Epoch 23 Batch 372/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.857, Loss: 0.254 Epoch 23 Batch 373/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.857, Loss: 0.233 Epoch 23 Batch 374/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.858, Loss: 0.296 Epoch 23 Batch 375/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.858, Loss: 0.245 Epoch 23 Batch 376/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.854, Loss: 0.255 Epoch 23 Batch 377/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.853, Loss: 0.267 Epoch 23 Batch 378/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.854, Loss: 0.258 Epoch 23 Batch 379/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.854, Loss: 0.290 Epoch 23 Batch 380/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.856, Loss: 0.255 Epoch 23 Batch 381/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.290 Epoch 23 Batch 382/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.860, Loss: 0.303 Epoch 23 Batch 383/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.850, Loss: 0.269 Epoch 23 Batch 384/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.844, Loss: 0.265 Epoch 23 Batch 385/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.842, Loss: 0.279 Epoch 23 Batch 386/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.839, Loss: 0.263 Epoch 23 Batch 387/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.839, Loss: 0.272 Epoch 23 Batch 388/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.839, Loss: 0.279 Epoch 23 Batch 389/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.839, Loss: 0.250 Epoch 23 Batch 390/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.842, Loss: 0.291 Epoch 23 Batch 391/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.848, Loss: 0.266 Epoch 23 Batch 392/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.849, Loss: 0.259 Epoch 23 Batch 393/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.856, Loss: 0.258 Epoch 23 Batch 394/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.860, Loss: 0.284 Epoch 23 Batch 395/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.859, Loss: 0.255 Epoch 23 Batch 396/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.863, Loss: 0.276 Epoch 23 Batch 397/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.858, Loss: 0.273 Epoch 23 Batch 398/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.860, Loss: 0.278 Epoch 23 Batch 399/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.855, Loss: 0.284 Epoch 23 Batch 400/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.856, Loss: 0.303 Epoch 23 Batch 401/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.855, Loss: 0.256 Epoch 23 Batch 402/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.852, Loss: 0.263 Epoch 23 Batch 403/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.857, Loss: 0.298 Epoch 23 Batch 404/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.854, Loss: 0.237 Epoch 23 Batch 405/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.295 Epoch 23 Batch 406/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.857, Loss: 0.265 Epoch 23 Batch 407/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.856, Loss: 0.306 Epoch 23 Batch 408/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.855, Loss: 0.292 Epoch 23 Batch 409/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.859, Loss: 0.279 Epoch 23 Batch 410/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.858, Loss: 0.294 Epoch 23 Batch 411/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.271 Epoch 23 Batch 412/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.855, Loss: 0.246 Epoch 23 Batch 413/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.855, Loss: 0.257 Epoch 23 Batch 414/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.855, Loss: 0.278 Epoch 23 Batch 415/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.856, Loss: 0.268 Epoch 23 Batch 416/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.858, Loss: 0.253 Epoch 23 Batch 417/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.856, Loss: 0.312 Epoch 23 Batch 418/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.851, Loss: 0.238 Epoch 23 Batch 419/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.852, Loss: 0.284 Epoch 23 Batch 420/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.857, Loss: 0.264 Epoch 23 Batch 421/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.853, Loss: 0.309 Epoch 23 Batch 422/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.266 Epoch 23 Batch 423/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.292 Epoch 23 Batch 424/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.849, Loss: 0.278 Epoch 23 Batch 425/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.853, Loss: 0.257 Epoch 23 Batch 426/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.852, Loss: 0.301 Epoch 23 Batch 427/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.853, Loss: 0.262 Epoch 23 Batch 428/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.848, Loss: 0.259 Epoch 23 Batch 429/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.848, Loss: 0.266 Epoch 23 Batch 430/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.848, Loss: 0.258 Epoch 23 Batch 431/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.847, Loss: 0.259 Epoch 23 Batch 432/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.844, Loss: 0.272 Epoch 23 Batch 433/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.845, Loss: 0.273 Epoch 23 Batch 434/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.850, Loss: 0.253 Epoch 23 Batch 435/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.845, Loss: 0.286 Epoch 23 Batch 436/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.264 Epoch 23 Batch 437/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.851, Loss: 0.277 Epoch 23 Batch 438/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.854, Loss: 0.268 Epoch 23 Batch 439/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.851, Loss: 0.306 Epoch 23 Batch 440/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.847, Loss: 0.279 Epoch 23 Batch 441/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.844, Loss: 0.250 Epoch 23 Batch 442/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.844, Loss: 0.271 Epoch 23 Batch 443/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.845, Loss: 0.273 Epoch 23 Batch 444/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.847, Loss: 0.266 Epoch 23 Batch 445/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.853, Loss: 0.299 Epoch 23 Batch 446/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.856, Loss: 0.229 Epoch 23 Batch 447/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.855, Loss: 0.268 Epoch 23 Batch 448/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.859, Loss: 0.305 Epoch 23 Batch 449/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.858, Loss: 0.266 Epoch 23 Batch 450/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.859, Loss: 0.267 Epoch 23 Batch 451/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.859, Loss: 0.262 Epoch 23 Batch 452/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.286 Epoch 23 Batch 453/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.846, Loss: 0.264 Epoch 23 Batch 454/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.847, Loss: 0.287 Epoch 23 Batch 455/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.846, Loss: 0.271 Epoch 23 Batch 456/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.848, Loss: 0.277 Epoch 23 Batch 457/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.851, Loss: 0.264 Epoch 23 Batch 458/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.848, Loss: 0.274 Epoch 23 Batch 459/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.847, Loss: 0.261 Epoch 23 Batch 460/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.848, Loss: 0.276 Epoch 23 Batch 461/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.850, Loss: 0.271 Epoch 23 Batch 462/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.852, Loss: 0.253 Epoch 23 Batch 463/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.851, Loss: 0.274 Epoch 23 Batch 464/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.846, Loss: 0.275 Epoch 23 Batch 465/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.288 Epoch 23 Batch 466/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.852, Loss: 0.242 Epoch 23 Batch 467/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.855, Loss: 0.276 Epoch 23 Batch 468/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.855, Loss: 0.285 Epoch 23 Batch 469/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.859, Loss: 0.276 Epoch 23 Batch 470/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.855, Loss: 0.302 Epoch 23 Batch 471/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.855, Loss: 0.255 Epoch 23 Batch 472/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.854, Loss: 0.249 Epoch 23 Batch 473/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.854, Loss: 0.287 Epoch 23 Batch 474/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.853, Loss: 0.283 Epoch 23 Batch 475/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.261 Epoch 23 Batch 476/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.860, Loss: 0.276 Epoch 23 Batch 477/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.856, Loss: 0.264 Epoch 23 Batch 478/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.850, Loss: 0.297 Epoch 23 Batch 479/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.855, Loss: 0.288 Epoch 23 Batch 480/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.852, Loss: 0.283 Epoch 23 Batch 481/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.846, Loss: 0.266 Epoch 23 Batch 482/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.842, Loss: 0.294 Epoch 23 Batch 483/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.848, Loss: 0.291 Epoch 23 Batch 484/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.853, Loss: 0.303 Epoch 23 Batch 485/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.855, Loss: 0.266 Epoch 23 Batch 486/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.854, Loss: 0.248 Epoch 23 Batch 487/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.850, Loss: 0.275 Epoch 23 Batch 488/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.852, Loss: 0.261 Epoch 23 Batch 489/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.256 Epoch 23 Batch 490/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.859, Loss: 0.278 Epoch 23 Batch 491/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.857, Loss: 0.284 Epoch 23 Batch 492/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.857, Loss: 0.281 Epoch 23 Batch 493/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.855, Loss: 0.248 Epoch 23 Batch 494/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.850, Loss: 0.266 Epoch 23 Batch 495/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.856, Loss: 0.264 Epoch 23 Batch 496/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.859, Loss: 0.282 Epoch 23 Batch 497/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.860, Loss: 0.291 Epoch 23 Batch 498/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.859, Loss: 0.281 Epoch 23 Batch 499/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.859, Loss: 0.253 Epoch 23 Batch 500/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.858, Loss: 0.254 Epoch 23 Batch 501/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.855, Loss: 0.276 Epoch 23 Batch 502/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.856, Loss: 0.267 Epoch 23 Batch 503/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.852, Loss: 0.267 Epoch 23 Batch 504/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.856, Loss: 0.259 Epoch 23 Batch 505/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.856, Loss: 0.215 Epoch 23 Batch 506/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.853, Loss: 0.277 Epoch 23 Batch 507/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.849, Loss: 0.276 Epoch 23 Batch 508/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.853, Loss: 0.260 Epoch 23 Batch 509/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.860, Loss: 0.284 Epoch 23 Batch 510/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.855, Loss: 0.265 Epoch 23 Batch 511/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.858, Loss: 0.268 Epoch 23 Batch 512/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.254 Epoch 23 Batch 513/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.858, Loss: 0.261 Epoch 23 Batch 514/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.862, Loss: 0.279 Epoch 23 Batch 515/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.861, Loss: 0.271 Epoch 23 Batch 516/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.863, Loss: 0.243 Epoch 23 Batch 517/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.858, Loss: 0.265 Epoch 23 Batch 518/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.259 Epoch 23 Batch 519/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.860, Loss: 0.277 Epoch 23 Batch 520/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.862, Loss: 0.234 Epoch 23 Batch 521/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.862, Loss: 0.267 Epoch 23 Batch 522/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.856, Loss: 0.290 Epoch 23 Batch 523/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.848, Loss: 0.284 Epoch 23 Batch 524/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.848, Loss: 0.283 Epoch 23 Batch 525/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.848, Loss: 0.284 Epoch 23 Batch 526/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.853, Loss: 0.256 Epoch 23 Batch 527/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.272 Epoch 23 Batch 528/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.854, Loss: 0.250 Epoch 23 Batch 529/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.856, Loss: 0.264 Epoch 23 Batch 530/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.855, Loss: 0.281 Epoch 23 Batch 531/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.852, Loss: 0.268 Epoch 23 Batch 532/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.852, Loss: 0.288 Epoch 23 Batch 533/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.849, Loss: 0.303 Epoch 23 Batch 534/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.848, Loss: 0.271 Epoch 23 Batch 535/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.852, Loss: 0.253 Epoch 23 Batch 536/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.851, Loss: 0.263 Epoch 23 Batch 537/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.267 Epoch 23 Batch 538/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.857, Loss: 0.243 Epoch 23 Batch 539/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.857, Loss: 0.298 Epoch 23 Batch 540/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.858, Loss: 0.255 Epoch 23 Batch 541/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.854, Loss: 0.270 Epoch 23 Batch 542/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.851, Loss: 0.277 Epoch 23 Batch 543/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.851, Loss: 0.272 Epoch 23 Batch 544/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.852, Loss: 0.251 Epoch 23 Batch 545/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.857, Loss: 0.265 Epoch 23 Batch 546/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.858, Loss: 0.300 Epoch 23 Batch 547/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.857, Loss: 0.275 Epoch 23 Batch 548/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.865, Loss: 0.269 Epoch 23 Batch 549/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.865, Loss: 0.300 Epoch 23 Batch 550/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.869, Loss: 0.278 Epoch 23 Batch 551/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.869, Loss: 0.297 Epoch 23 Batch 552/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.283 Epoch 23 Batch 553/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.863, Loss: 0.272 Epoch 23 Batch 554/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.864, Loss: 0.268 Epoch 23 Batch 555/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.862, Loss: 0.276 Epoch 23 Batch 556/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.866, Loss: 0.247 Epoch 23 Batch 557/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.866, Loss: 0.270 Epoch 23 Batch 558/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.857, Loss: 0.235 Epoch 23 Batch 559/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.856, Loss: 0.260 Epoch 23 Batch 560/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.853, Loss: 0.269 Epoch 23 Batch 561/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.853, Loss: 0.245 Epoch 23 Batch 562/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.852, Loss: 0.250 Epoch 23 Batch 563/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.854, Loss: 0.301 Epoch 23 Batch 564/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.850, Loss: 0.303 Epoch 23 Batch 565/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.850, Loss: 0.290 Epoch 23 Batch 566/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.848, Loss: 0.313 Epoch 23 Batch 567/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.843, Loss: 0.275 Epoch 23 Batch 568/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.846, Loss: 0.276 Epoch 23 Batch 569/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.846, Loss: 0.283 Epoch 23 Batch 570/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.847, Loss: 0.284 Epoch 23 Batch 571/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.854, Loss: 0.247 Epoch 23 Batch 572/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.855, Loss: 0.260 Epoch 23 Batch 573/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.855, Loss: 0.313 Epoch 23 Batch 574/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.847, Loss: 0.274 Epoch 23 Batch 575/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.852, Loss: 0.274 Epoch 23 Batch 576/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.853, Loss: 0.289 Epoch 23 Batch 577/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.855, Loss: 0.289 Epoch 23 Batch 578/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.854, Loss: 0.305 Epoch 23 Batch 579/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.855, Loss: 0.255 Epoch 23 Batch 580/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.854, Loss: 0.233 Epoch 23 Batch 581/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.853, Loss: 0.251 Epoch 23 Batch 582/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.850, Loss: 0.272 Epoch 23 Batch 583/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.855, Loss: 0.291 Epoch 23 Batch 584/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.855, Loss: 0.283 Epoch 23 Batch 585/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.857, Loss: 0.231 Epoch 23 Batch 586/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.856, Loss: 0.282 Epoch 23 Batch 587/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.859, Loss: 0.261 Epoch 23 Batch 588/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.857, Loss: 0.251 Epoch 23 Batch 589/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.852, Loss: 0.267 Epoch 23 Batch 590/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.853, Loss: 0.292 Epoch 23 Batch 591/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.850, Loss: 0.243 Epoch 23 Batch 592/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.287 Epoch 23 Batch 593/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.286 Epoch 23 Batch 594/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.856, Loss: 0.266 Epoch 23 Batch 595/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.854, Loss: 0.282 Epoch 23 Batch 596/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.855, Loss: 0.278 Epoch 23 Batch 597/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.855, Loss: 0.284 Epoch 23 Batch 598/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.854, Loss: 0.273 Epoch 23 Batch 599/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.854, Loss: 0.322 Epoch 23 Batch 600/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.853, Loss: 0.270 Epoch 23 Batch 601/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.848, Loss: 0.270 Epoch 23 Batch 602/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.854, Loss: 0.258 Epoch 23 Batch 603/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.856, Loss: 0.264 Epoch 23 Batch 604/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.848, Loss: 0.255 Epoch 23 Batch 605/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.851, Loss: 0.282 Epoch 23 Batch 606/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.846, Loss: 0.239 Epoch 23 Batch 607/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.851, Loss: 0.271 Epoch 23 Batch 608/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.854, Loss: 0.293 Epoch 23 Batch 609/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.858, Loss: 0.299 Epoch 23 Batch 610/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.274 Epoch 23 Batch 611/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.862, Loss: 0.286 Epoch 23 Batch 612/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.865, Loss: 0.259 Epoch 23 Batch 613/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.865, Loss: 0.295 Epoch 23 Batch 614/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.860, Loss: 0.270 Epoch 23 Batch 615/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.852, Loss: 0.261 Epoch 23 Batch 616/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.847, Loss: 0.278 Epoch 23 Batch 617/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.844, Loss: 0.270 Epoch 23 Batch 618/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.844, Loss: 0.269 Epoch 23 Batch 619/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.845, Loss: 0.274 Epoch 23 Batch 620/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.847, Loss: 0.243 Epoch 23 Batch 621/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.840, Loss: 0.296 Epoch 23 Batch 622/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.840, Loss: 0.294 Epoch 23 Batch 623/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.843, Loss: 0.270 Epoch 23 Batch 624/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.844, Loss: 0.258 Epoch 23 Batch 625/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.849, Loss: 0.271 Epoch 23 Batch 626/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.848, Loss: 0.238 Epoch 23 Batch 627/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.846, Loss: 0.281 Epoch 23 Batch 628/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.847, Loss: 0.287 Epoch 23 Batch 629/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.853, Loss: 0.285 Epoch 23 Batch 630/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.850, Loss: 0.274 Epoch 23 Batch 631/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.851, Loss: 0.294 Epoch 23 Batch 632/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.851, Loss: 0.250 Epoch 23 Batch 633/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.855, Loss: 0.292 Epoch 23 Batch 634/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.861, Loss: 0.260 Epoch 23 Batch 635/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.861, Loss: 0.287 Epoch 23 Batch 636/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.860, Loss: 0.279 Epoch 23 Batch 637/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.859, Loss: 0.287 Epoch 23 Batch 638/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.854, Loss: 0.273 Epoch 23 Batch 639/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.852, Loss: 0.285 Epoch 23 Batch 640/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.863, Loss: 0.261 Epoch 23 Batch 641/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.873, Loss: 0.260 Epoch 23 Batch 642/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.269 Epoch 23 Batch 643/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.873, Loss: 0.249 Epoch 23 Batch 644/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.268 Epoch 23 Batch 645/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.860, Loss: 0.282 Epoch 23 Batch 646/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.864, Loss: 0.267 Epoch 23 Batch 647/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.867, Loss: 0.258 Epoch 23 Batch 648/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.868, Loss: 0.259 Epoch 23 Batch 649/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.869, Loss: 0.281 Epoch 23 Batch 650/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.868, Loss: 0.261 Epoch 23 Batch 651/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.867, Loss: 0.275 Epoch 23 Batch 652/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.869, Loss: 0.303 Epoch 23 Batch 653/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.867, Loss: 0.277 Epoch 23 Batch 654/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.863, Loss: 0.235 Epoch 23 Batch 655/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.864, Loss: 0.293 Epoch 23 Batch 656/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.863, Loss: 0.268 Epoch 23 Batch 657/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.862, Loss: 0.281 Epoch 23 Batch 658/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.862, Loss: 0.261 Epoch 23 Batch 659/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.860, Loss: 0.273 Epoch 23 Batch 660/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.856, Loss: 0.277 Epoch 23 Batch 661/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.858, Loss: 0.250 Epoch 23 Batch 662/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.855, Loss: 0.263 Epoch 23 Batch 663/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.246 Epoch 23 Batch 664/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.853, Loss: 0.256 Epoch 23 Batch 665/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.860, Loss: 0.264 Epoch 23 Batch 666/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.285 Epoch 23 Batch 667/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.856, Loss: 0.303 Epoch 23 Batch 668/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.849, Loss: 0.258 Epoch 23 Batch 669/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.854, Loss: 0.270 Epoch 23 Batch 670/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.230 Epoch 23 Batch 671/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.863, Loss: 0.297 Epoch 23 Batch 672/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.863, Loss: 0.265 Epoch 23 Batch 673/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.857, Loss: 0.239 Epoch 23 Batch 674/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.859, Loss: 0.256 Epoch 23 Batch 675/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.858, Loss: 0.277 Epoch 23 Batch 676/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.853, Loss: 0.290 Epoch 23 Batch 677/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.866, Loss: 0.284 Epoch 23 Batch 678/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.868, Loss: 0.244 Epoch 23 Batch 679/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.865, Loss: 0.277 Epoch 23 Batch 680/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.859, Loss: 0.254 Epoch 23 Batch 681/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.862, Loss: 0.289 Epoch 23 Batch 682/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.866, Loss: 0.270 Epoch 23 Batch 683/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.266 Epoch 23 Batch 684/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.264 Epoch 23 Batch 685/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.861, Loss: 0.275 Epoch 23 Batch 686/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.863, Loss: 0.263 Epoch 23 Batch 687/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.314 Epoch 23 Batch 688/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.854, Loss: 0.242 Epoch 23 Batch 689/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.851, Loss: 0.255 Epoch 23 Batch 690/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.851, Loss: 0.268 Epoch 23 Batch 691/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.852, Loss: 0.291 Epoch 23 Batch 692/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.849, Loss: 0.254 Epoch 23 Batch 693/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.861, Loss: 0.315 Epoch 23 Batch 694/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.862, Loss: 0.265 Epoch 23 Batch 695/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.862, Loss: 0.245 Epoch 23 Batch 696/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.863, Loss: 0.285 Epoch 23 Batch 697/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.862, Loss: 0.246 Epoch 23 Batch 698/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.862, Loss: 0.255 Epoch 23 Batch 699/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.861, Loss: 0.255 Epoch 23 Batch 700/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.855, Loss: 0.243 Epoch 23 Batch 701/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.263 Epoch 23 Batch 702/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.858, Loss: 0.289 Epoch 23 Batch 703/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.857, Loss: 0.284 Epoch 23 Batch 704/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.853, Loss: 0.298 Epoch 23 Batch 705/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.855, Loss: 0.289 Epoch 23 Batch 706/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.855, Loss: 0.291 Epoch 23 Batch 707/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.852, Loss: 0.267 Epoch 23 Batch 708/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.854, Loss: 0.274 Epoch 23 Batch 709/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.855, Loss: 0.301 Epoch 23 Batch 710/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.857, Loss: 0.251 Epoch 23 Batch 711/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.854, Loss: 0.312 Epoch 23 Batch 712/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.857, Loss: 0.260 Epoch 23 Batch 713/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.251 Epoch 23 Batch 714/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.857, Loss: 0.254 Epoch 23 Batch 715/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.854, Loss: 0.293 Epoch 23 Batch 716/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.860, Loss: 0.259 Epoch 23 Batch 717/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.855, Loss: 0.248 Epoch 23 Batch 718/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.857, Loss: 0.287 Epoch 23 Batch 719/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.857, Loss: 0.256 Epoch 23 Batch 720/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.857, Loss: 0.301 Epoch 23 Batch 721/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.858, Loss: 0.274 Epoch 23 Batch 722/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.858, Loss: 0.264 Epoch 23 Batch 723/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.267 Epoch 23 Batch 724/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.857, Loss: 0.309 Epoch 23 Batch 725/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.865, Loss: 0.238 Epoch 23 Batch 726/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.252 Epoch 23 Batch 727/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.857, Loss: 0.261 Epoch 23 Batch 728/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.858, Loss: 0.272 Epoch 23 Batch 729/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.855, Loss: 0.281 Epoch 23 Batch 730/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.859, Loss: 0.282 Epoch 23 Batch 731/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.859, Loss: 0.272 Epoch 23 Batch 732/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.859, Loss: 0.281 Epoch 23 Batch 733/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.300 Epoch 23 Batch 734/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.857, Loss: 0.284 Epoch 23 Batch 735/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.858, Loss: 0.254 Epoch 23 Batch 736/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.860, Loss: 0.277 Epoch 23 Batch 737/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.861, Loss: 0.280 Epoch 23 Batch 738/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.850, Loss: 0.243 Epoch 23 Batch 739/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.854, Loss: 0.246 Epoch 23 Batch 740/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.850, Loss: 0.258 Epoch 23 Batch 741/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.848, Loss: 0.278 Epoch 23 Batch 742/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.848, Loss: 0.270 Epoch 23 Batch 743/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.849, Loss: 0.284 Epoch 23 Batch 744/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.849, Loss: 0.259 Epoch 23 Batch 745/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.845, Loss: 0.267 Epoch 23 Batch 746/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.843, Loss: 0.272 Epoch 23 Batch 747/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.842, Loss: 0.239 Epoch 23 Batch 748/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.842, Loss: 0.253 Epoch 23 Batch 749/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.842, Loss: 0.276 Epoch 23 Batch 750/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.266 Epoch 23 Batch 751/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.849, Loss: 0.266 Epoch 23 Batch 752/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.848, Loss: 0.260 Epoch 23 Batch 753/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.260 Epoch 23 Batch 754/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.848, Loss: 0.296 Epoch 23 Batch 755/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.854, Loss: 0.278 Epoch 23 Batch 756/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.852, Loss: 0.249 Epoch 23 Batch 757/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.859, Loss: 0.278 Epoch 23 Batch 758/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.859, Loss: 0.247 Epoch 23 Batch 759/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.237 Epoch 23 Batch 760/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.863, Loss: 0.273 Epoch 23 Batch 761/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.863, Loss: 0.272 Epoch 23 Batch 762/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.865, Loss: 0.256 Epoch 23 Batch 763/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.865, Loss: 0.265 Epoch 23 Batch 764/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.865, Loss: 0.257 Epoch 23 Batch 765/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.867, Loss: 0.250 Epoch 23 Batch 766/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.871, Loss: 0.295 Epoch 23 Batch 767/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.872, Loss: 0.255 Epoch 23 Batch 768/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.872, Loss: 0.256 Epoch 23 Batch 769/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.872, Loss: 0.281 Epoch 23 Batch 770/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.871, Loss: 0.267 Epoch 23 Batch 771/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.282 Epoch 23 Batch 772/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.869, Loss: 0.248 Epoch 23 Batch 773/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.869, Loss: 0.248 Epoch 23 Batch 774/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.869, Loss: 0.280 Epoch 23 Batch 775/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.873, Loss: 0.266 Epoch 23 Batch 776/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.859, Loss: 0.253 Epoch 23 Batch 777/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.864, Loss: 0.263 Epoch 23 Batch 778/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.860, Loss: 0.241 Epoch 23 Batch 779/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.861, Loss: 0.270 Epoch 23 Batch 780/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.855, Loss: 0.295 Epoch 23 Batch 781/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.859, Loss: 0.237 Epoch 23 Batch 782/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.857, Loss: 0.257 Epoch 23 Batch 783/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.856, Loss: 0.270 Epoch 23 Batch 784/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.856, Loss: 0.253 Epoch 23 Batch 785/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.857, Loss: 0.251 Epoch 23 Batch 786/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.860, Loss: 0.262 Epoch 23 Batch 787/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.860, Loss: 0.252 Epoch 23 Batch 788/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.860, Loss: 0.250 Epoch 23 Batch 789/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.859, Loss: 0.290 Epoch 23 Batch 790/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.858, Loss: 0.291 Epoch 23 Batch 791/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.859, Loss: 0.283 Epoch 23 Batch 792/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.862, Loss: 0.251 Epoch 23 Batch 793/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.860, Loss: 0.253 Epoch 23 Batch 794/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.863, Loss: 0.288 Epoch 23 Batch 795/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.861, Loss: 0.291 Epoch 23 Batch 796/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.289 Epoch 23 Batch 797/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.268 Epoch 23 Batch 798/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.860, Loss: 0.271 Epoch 23 Batch 799/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.861, Loss: 0.302 Epoch 23 Batch 800/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.855, Loss: 0.267 Epoch 23 Batch 801/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.854, Loss: 0.289 Epoch 23 Batch 802/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.857, Loss: 0.271 Epoch 23 Batch 803/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.855, Loss: 0.285 Epoch 23 Batch 804/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.863, Loss: 0.272 Epoch 23 Batch 805/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.862, Loss: 0.288 Epoch 23 Batch 806/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.265 Epoch 23 Batch 807/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.856, Loss: 0.253 Epoch 23 Batch 808/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.856, Loss: 0.297 Epoch 23 Batch 809/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.858, Loss: 0.293 Epoch 23 Batch 810/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.858, Loss: 0.247 Epoch 23 Batch 811/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.852, Loss: 0.233 Epoch 23 Batch 812/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.855, Loss: 0.285 Epoch 23 Batch 813/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.863, Loss: 0.274 Epoch 23 Batch 814/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.858, Loss: 0.273 Epoch 23 Batch 815/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.852, Loss: 0.276 Epoch 23 Batch 816/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.863, Loss: 0.276 Epoch 23 Batch 817/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.855, Loss: 0.281 Epoch 23 Batch 818/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.855, Loss: 0.284 Epoch 23 Batch 819/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.856, Loss: 0.290 Epoch 23 Batch 820/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.857, Loss: 0.295 Epoch 23 Batch 821/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.857, Loss: 0.275 Epoch 23 Batch 822/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.855, Loss: 0.257 Epoch 23 Batch 823/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.858, Loss: 0.261 Epoch 23 Batch 824/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.858, Loss: 0.247 Epoch 23 Batch 825/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.858, Loss: 0.257 Epoch 23 Batch 826/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.857, Loss: 0.272 Epoch 23 Batch 827/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.300 Epoch 23 Batch 828/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.856, Loss: 0.266 Epoch 23 Batch 829/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.858, Loss: 0.290 Epoch 23 Batch 830/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.858, Loss: 0.262 Epoch 23 Batch 831/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.858, Loss: 0.270 Epoch 23 Batch 832/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.858, Loss: 0.265 Epoch 23 Batch 833/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.858, Loss: 0.258 Epoch 23 Batch 834/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.266 Epoch 23 Batch 835/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.274 Epoch 23 Batch 836/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.853, Loss: 0.278 Epoch 23 Batch 837/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.295 Epoch 23 Batch 838/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.853, Loss: 0.260 Epoch 23 Batch 839/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.860, Loss: 0.249 Epoch 23 Batch 840/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.859, Loss: 0.245 Epoch 23 Batch 841/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.859, Loss: 0.267 Epoch 23 Batch 842/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.859, Loss: 0.261 Epoch 23 Batch 843/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.857, Loss: 0.273 Epoch 23 Batch 844/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.857, Loss: 0.274 Epoch 23 Batch 845/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.857, Loss: 0.260 Epoch 23 Batch 846/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.858, Loss: 0.256 Epoch 23 Batch 847/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.859, Loss: 0.286 Epoch 23 Batch 848/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.857, Loss: 0.266 Epoch 23 Batch 849/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.864, Loss: 0.256 Epoch 23 Batch 850/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.854, Loss: 0.297 Epoch 23 Batch 851/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.853, Loss: 0.272 Epoch 23 Batch 852/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.851, Loss: 0.284 Epoch 23 Batch 853/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.851, Loss: 0.239 Epoch 23 Batch 854/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.855, Loss: 0.269 Epoch 23 Batch 855/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.855, Loss: 0.282 Epoch 23 Batch 856/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.855, Loss: 0.288 Epoch 23 Batch 857/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.855, Loss: 0.252 Epoch 23 Batch 858/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.861, Loss: 0.262 Epoch 23 Batch 859/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.862, Loss: 0.289 Epoch 23 Batch 860/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.860, Loss: 0.278 Epoch 23 Batch 861/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.858, Loss: 0.265 Epoch 23 Batch 862/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.863, Loss: 0.254 Epoch 23 Batch 863/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.862, Loss: 0.261 Epoch 23 Batch 864/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.259 Epoch 23 Batch 865/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.853, Loss: 0.279 Epoch 23 Batch 866/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.853, Loss: 0.264 Epoch 23 Batch 867/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.853, Loss: 0.333 Epoch 23 Batch 868/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.853, Loss: 0.290 Epoch 23 Batch 869/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.854, Loss: 0.270 Epoch 23 Batch 870/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.854, Loss: 0.293 Epoch 23 Batch 871/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.855, Loss: 0.265 Epoch 23 Batch 872/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.862, Loss: 0.253 Epoch 23 Batch 873/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.853, Loss: 0.278 Epoch 23 Batch 874/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.853, Loss: 0.279 Epoch 23 Batch 875/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.862, Loss: 0.266 Epoch 23 Batch 876/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.862, Loss: 0.277 Epoch 23 Batch 877/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.869, Loss: 0.260 Epoch 23 Batch 878/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.866, Loss: 0.273 Epoch 23 Batch 879/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.866, Loss: 0.248 Epoch 23 Batch 880/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.856, Loss: 0.259 Epoch 23 Batch 881/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.281 Epoch 23 Batch 882/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.285 Epoch 23 Batch 883/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.852, Loss: 0.325 Epoch 23 Batch 884/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.857, Loss: 0.265 Epoch 23 Batch 885/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.860, Loss: 0.216 Epoch 23 Batch 886/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.865, Loss: 0.270 Epoch 23 Batch 887/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.860, Loss: 0.292 Epoch 23 Batch 888/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.854, Loss: 0.263 Epoch 23 Batch 889/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.274 Epoch 23 Batch 890/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.849, Loss: 0.255 Epoch 23 Batch 891/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.847, Loss: 0.263 Epoch 23 Batch 892/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.254 Epoch 23 Batch 893/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.854, Loss: 0.268 Epoch 23 Batch 894/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.854, Loss: 0.252 Epoch 23 Batch 895/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.857, Loss: 0.274 Epoch 23 Batch 896/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.857, Loss: 0.291 Epoch 23 Batch 897/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.849, Loss: 0.236 Epoch 23 Batch 898/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.849, Loss: 0.247 Epoch 23 Batch 899/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.853, Loss: 0.263 Epoch 23 Batch 900/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.859, Loss: 0.296 Epoch 23 Batch 901/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.854, Loss: 0.297 Epoch 23 Batch 902/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.848, Loss: 0.283 Epoch 23 Batch 903/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.849, Loss: 0.250 Epoch 23 Batch 904/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.850, Loss: 0.258 Epoch 23 Batch 905/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.857, Loss: 0.264 Epoch 23 Batch 906/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.854, Loss: 0.257 Epoch 23 Batch 907/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.857, Loss: 0.270 Epoch 23 Batch 908/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.278 Epoch 23 Batch 909/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.858, Loss: 0.271 Epoch 23 Batch 910/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.865, Loss: 0.266 Epoch 23 Batch 911/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.857, Loss: 0.243 Epoch 23 Batch 912/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.279 Epoch 23 Batch 913/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.872, Loss: 0.320 Epoch 23 Batch 914/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.872, Loss: 0.282 Epoch 23 Batch 915/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.873, Loss: 0.283 Epoch 23 Batch 916/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.873, Loss: 0.267 Epoch 23 Batch 917/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.865, Loss: 0.262 Epoch 23 Batch 918/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.863, Loss: 0.231 Epoch 23 Batch 919/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.863, Loss: 0.253 Epoch 23 Batch 920/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.868, Loss: 0.279 Epoch 23 Batch 921/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.871, Loss: 0.272 Epoch 23 Batch 922/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.854, Loss: 0.261 Epoch 23 Batch 923/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.861, Loss: 0.268 Epoch 23 Batch 924/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.862, Loss: 0.312 Epoch 23 Batch 925/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.865, Loss: 0.265 Epoch 23 Batch 926/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.865, Loss: 0.271 Epoch 23 Batch 927/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.864, Loss: 0.290 Epoch 23 Batch 928/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.259 Epoch 23 Batch 929/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.283 Epoch 23 Batch 930/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.869, Loss: 0.240 Epoch 23 Batch 931/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.255 Epoch 23 Batch 932/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.862, Loss: 0.260 Epoch 23 Batch 933/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.863, Loss: 0.276 Epoch 23 Batch 934/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.862, Loss: 0.286 Epoch 23 Batch 935/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.859, Loss: 0.271 Epoch 23 Batch 936/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.859, Loss: 0.285 Epoch 23 Batch 937/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.859, Loss: 0.281 Epoch 23 Batch 938/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.856, Loss: 0.286 Epoch 23 Batch 939/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.855, Loss: 0.277 Epoch 23 Batch 940/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.857, Loss: 0.256 Epoch 23 Batch 941/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.856, Loss: 0.251 Epoch 23 Batch 942/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.857, Loss: 0.270 Epoch 23 Batch 943/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.856, Loss: 0.281 Epoch 23 Batch 944/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.857, Loss: 0.266 Epoch 23 Batch 945/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.857, Loss: 0.252 Epoch 23 Batch 946/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.853, Loss: 0.264 Epoch 23 Batch 947/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.854, Loss: 0.298 Epoch 23 Batch 948/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.853, Loss: 0.247 Epoch 23 Batch 949/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.853, Loss: 0.243 Epoch 23 Batch 950/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.853, Loss: 0.250 Epoch 23 Batch 951/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.856, Loss: 0.258 Epoch 23 Batch 952/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.852, Loss: 0.253 Epoch 23 Batch 953/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.855, Loss: 0.257 Epoch 23 Batch 954/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.854, Loss: 0.292 Epoch 23 Batch 955/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.854, Loss: 0.291 Epoch 23 Batch 956/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.850, Loss: 0.246 Epoch 23 Batch 957/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.852, Loss: 0.250 Epoch 23 Batch 958/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.855, Loss: 0.265 Epoch 23 Batch 959/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.855, Loss: 0.244 Epoch 23 Batch 960/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.853, Loss: 0.256 Epoch 23 Batch 961/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.853, Loss: 0.288 Epoch 23 Batch 962/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.848, Loss: 0.250 Epoch 23 Batch 963/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.844, Loss: 0.324 Epoch 23 Batch 964/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.844, Loss: 0.242 Epoch 23 Batch 965/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.844, Loss: 0.289 Epoch 23 Batch 966/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.847, Loss: 0.230 Epoch 23 Batch 967/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.851, Loss: 0.242 Epoch 23 Batch 968/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.857, Loss: 0.302 Epoch 23 Batch 969/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.856, Loss: 0.285 Epoch 23 Batch 970/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.855, Loss: 0.279 Epoch 23 Batch 971/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.851, Loss: 0.261 Epoch 23 Batch 972/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.264 Epoch 23 Batch 973/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.849, Loss: 0.243 Epoch 23 Batch 974/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.854, Loss: 0.266 Epoch 23 Batch 975/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.847, Loss: 0.242 Epoch 23 Batch 976/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.849, Loss: 0.259 Epoch 23 Batch 977/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.244 Epoch 23 Batch 978/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.851, Loss: 0.284 Epoch 23 Batch 979/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.299 Epoch 23 Batch 980/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.248 Epoch 23 Batch 981/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.862, Loss: 0.257 Epoch 23 Batch 982/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.870, Loss: 0.262 Epoch 23 Batch 983/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.863, Loss: 0.285 Epoch 23 Batch 984/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.859, Loss: 0.289 Epoch 23 Batch 985/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.855, Loss: 0.246 Epoch 23 Batch 986/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.269 Epoch 23 Batch 987/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.856, Loss: 0.258 Epoch 23 Batch 988/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.857, Loss: 0.287 Epoch 23 Batch 989/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.857, Loss: 0.289 Epoch 23 Batch 990/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.856, Loss: 0.299 Epoch 23 Batch 991/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.852, Loss: 0.293 Epoch 23 Batch 992/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.857, Loss: 0.269 Epoch 23 Batch 993/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.853, Loss: 0.243 Epoch 23 Batch 994/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.853, Loss: 0.269 Epoch 23 Batch 995/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.854, Loss: 0.260 Epoch 23 Batch 996/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.856, Loss: 0.264 Epoch 23 Batch 997/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.859, Loss: 0.279 Epoch 23 Batch 998/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.255 Epoch 23 Batch 999/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.860, Loss: 0.278 Epoch 23 Batch 1000/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.255 Epoch 23 Batch 1001/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.852, Loss: 0.241 Epoch 23 Batch 1002/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.848, Loss: 0.245 Epoch 23 Batch 1003/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.853, Loss: 0.266 Epoch 23 Batch 1004/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.847, Loss: 0.281 Epoch 23 Batch 1005/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.847, Loss: 0.266 Epoch 23 Batch 1006/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.842, Loss: 0.254 Epoch 23 Batch 1007/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.844, Loss: 0.245 Epoch 23 Batch 1008/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.307 Epoch 23 Batch 1009/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.852, Loss: 0.237 Epoch 23 Batch 1010/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.852, Loss: 0.256 Epoch 23 Batch 1011/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.858, Loss: 0.266 Epoch 23 Batch 1012/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.858, Loss: 0.248 Epoch 23 Batch 1013/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.858, Loss: 0.247 Epoch 23 Batch 1014/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.859, Loss: 0.284 Epoch 23 Batch 1015/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.850, Loss: 0.300 Epoch 23 Batch 1016/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.850, Loss: 0.275 Epoch 23 Batch 1017/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.848, Loss: 0.285 Epoch 23 Batch 1018/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.847, Loss: 0.269 Epoch 23 Batch 1019/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.859, Loss: 0.289 Epoch 23 Batch 1020/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.857, Loss: 0.262 Epoch 23 Batch 1021/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.857, Loss: 0.266 Epoch 23 Batch 1022/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.852, Loss: 0.248 Epoch 23 Batch 1023/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.238 Epoch 23 Batch 1024/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.853, Loss: 0.284 Epoch 23 Batch 1025/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.857, Loss: 0.269 Epoch 23 Batch 1026/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.862, Loss: 0.260 Epoch 23 Batch 1027/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.274 Epoch 23 Batch 1028/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.863, Loss: 0.263 Epoch 23 Batch 1029/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.863, Loss: 0.260 Epoch 23 Batch 1030/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.863, Loss: 0.270 Epoch 23 Batch 1031/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.869, Loss: 0.300 Epoch 23 Batch 1032/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.859, Loss: 0.300 Epoch 23 Batch 1033/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.865, Loss: 0.253 Epoch 23 Batch 1034/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.856, Loss: 0.278 Epoch 23 Batch 1035/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.854, Loss: 0.247 Epoch 23 Batch 1036/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.854, Loss: 0.313 Epoch 23 Batch 1037/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.854, Loss: 0.294 Epoch 23 Batch 1038/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.857, Loss: 0.286 Epoch 23 Batch 1039/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.861, Loss: 0.251 Epoch 23 Batch 1040/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.862, Loss: 0.282 Epoch 23 Batch 1041/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.857, Loss: 0.283 Epoch 23 Batch 1042/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.859, Loss: 0.275 Epoch 23 Batch 1043/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.867, Loss: 0.285 Epoch 23 Batch 1044/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.858, Loss: 0.280 Epoch 23 Batch 1045/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.866, Loss: 0.275 Epoch 23 Batch 1046/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.859, Loss: 0.238 Epoch 23 Batch 1047/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.857, Loss: 0.265 Epoch 23 Batch 1048/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.857, Loss: 0.270 Epoch 23 Batch 1049/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.854, Loss: 0.276 Epoch 23 Batch 1050/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.264 Epoch 23 Batch 1051/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.854, Loss: 0.288 Epoch 23 Batch 1052/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.851, Loss: 0.258 Epoch 23 Batch 1053/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.855, Loss: 0.260 Epoch 23 Batch 1054/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.851, Loss: 0.276 Epoch 23 Batch 1055/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.844, Loss: 0.262 Epoch 23 Batch 1056/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.845, Loss: 0.269 Epoch 23 Batch 1057/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.849, Loss: 0.286 Epoch 23 Batch 1058/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.848, Loss: 0.297 Epoch 23 Batch 1059/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.847, Loss: 0.299 Epoch 23 Batch 1060/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.847, Loss: 0.244 Epoch 23 Batch 1061/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.850, Loss: 0.283 Epoch 23 Batch 1062/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.850, Loss: 0.281 Epoch 23 Batch 1063/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.860, Loss: 0.261 Epoch 23 Batch 1064/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.855, Loss: 0.265 Epoch 23 Batch 1065/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.860, Loss: 0.261 Epoch 23 Batch 1066/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.855, Loss: 0.248 Epoch 23 Batch 1067/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.853, Loss: 0.293 Epoch 23 Batch 1068/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.860, Loss: 0.257 Epoch 23 Batch 1069/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.858, Loss: 0.246 Epoch 23 Batch 1070/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.854, Loss: 0.244 Epoch 23 Batch 1071/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.251 Epoch 23 Batch 1072/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.858, Loss: 0.276 Epoch 23 Batch 1073/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.854, Loss: 0.289 Epoch 23 Batch 1074/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.853, Loss: 0.291 Epoch 23 Batch 1075/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.853, Loss: 0.282 Epoch 24 Batch 0/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.852, Loss: 0.245 Epoch 24 Batch 1/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.846, Loss: 0.261 Epoch 24 Batch 2/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.845, Loss: 0.280 Epoch 24 Batch 3/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.845, Loss: 0.255 Epoch 24 Batch 4/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.847, Loss: 0.268 Epoch 24 Batch 5/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.846, Loss: 0.286 Epoch 24 Batch 6/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.279 Epoch 24 Batch 7/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.862, Loss: 0.254 Epoch 24 Batch 8/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.862, Loss: 0.236 Epoch 24 Batch 9/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.858, Loss: 0.255 Epoch 24 Batch 10/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.854, Loss: 0.281 Epoch 24 Batch 11/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.854, Loss: 0.270 Epoch 24 Batch 12/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.853, Loss: 0.285 Epoch 24 Batch 13/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.852, Loss: 0.283 Epoch 24 Batch 14/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.852, Loss: 0.228 Epoch 24 Batch 15/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.854, Loss: 0.259 Epoch 24 Batch 16/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.854, Loss: 0.260 Epoch 24 Batch 17/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.854, Loss: 0.270 Epoch 24 Batch 18/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.855, Loss: 0.273 Epoch 24 Batch 19/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.855, Loss: 0.266 Epoch 24 Batch 20/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.855, Loss: 0.242 Epoch 24 Batch 21/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.279 Epoch 24 Batch 22/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.855, Loss: 0.279 Epoch 24 Batch 23/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.855, Loss: 0.273 Epoch 24 Batch 24/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.855, Loss: 0.249 Epoch 24 Batch 25/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.855, Loss: 0.256 Epoch 24 Batch 26/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.856, Loss: 0.277 Epoch 24 Batch 27/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.850, Loss: 0.241 Epoch 24 Batch 28/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.846, Loss: 0.284 Epoch 24 Batch 29/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.849, Loss: 0.271 Epoch 24 Batch 30/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.848, Loss: 0.260 Epoch 24 Batch 31/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.844, Loss: 0.261 Epoch 24 Batch 32/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.846, Loss: 0.248 Epoch 24 Batch 33/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.842, Loss: 0.234 Epoch 24 Batch 34/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.841, Loss: 0.280 Epoch 24 Batch 35/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.841, Loss: 0.268 Epoch 24 Batch 36/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.263 Epoch 24 Batch 37/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.850, Loss: 0.269 Epoch 24 Batch 38/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.860, Loss: 0.311 Epoch 24 Batch 39/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.861, Loss: 0.307 Epoch 24 Batch 40/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.858, Loss: 0.253 Epoch 24 Batch 41/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.861, Loss: 0.273 Epoch 24 Batch 42/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.861, Loss: 0.274 Epoch 24 Batch 43/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.861, Loss: 0.241 Epoch 24 Batch 44/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.861, Loss: 0.256 Epoch 24 Batch 45/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.862, Loss: 0.275 Epoch 24 Batch 46/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.862, Loss: 0.286 Epoch 24 Batch 47/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.856, Loss: 0.266 Epoch 24 Batch 48/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.860, Loss: 0.297 Epoch 24 Batch 49/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.288 Epoch 24 Batch 50/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.863, Loss: 0.278 Epoch 24 Batch 51/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.862, Loss: 0.261 Epoch 24 Batch 52/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.861, Loss: 0.271 Epoch 24 Batch 53/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.855, Loss: 0.257 Epoch 24 Batch 54/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.859, Loss: 0.316 Epoch 24 Batch 55/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.854, Loss: 0.260 Epoch 24 Batch 56/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.854, Loss: 0.265 Epoch 24 Batch 57/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.855, Loss: 0.235 Epoch 24 Batch 58/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.859, Loss: 0.272 Epoch 24 Batch 59/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.859, Loss: 0.280 Epoch 24 Batch 60/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.855, Loss: 0.254 Epoch 24 Batch 61/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.856, Loss: 0.273 Epoch 24 Batch 62/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.856, Loss: 0.272 Epoch 24 Batch 63/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.850, Loss: 0.236 Epoch 24 Batch 64/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.850, Loss: 0.260 Epoch 24 Batch 65/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.852, Loss: 0.280 Epoch 24 Batch 66/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.851, Loss: 0.242 Epoch 24 Batch 67/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.858, Loss: 0.271 Epoch 24 Batch 68/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.860, Loss: 0.270 Epoch 24 Batch 69/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.860, Loss: 0.312 Epoch 24 Batch 70/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.858, Loss: 0.270 Epoch 24 Batch 71/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.854, Loss: 0.256 Epoch 24 Batch 72/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.854, Loss: 0.282 Epoch 24 Batch 73/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.857, Loss: 0.277 Epoch 24 Batch 74/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.855, Loss: 0.222 Epoch 24 Batch 75/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.855, Loss: 0.287 Epoch 24 Batch 76/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.855, Loss: 0.240 Epoch 24 Batch 77/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.865, Loss: 0.263 Epoch 24 Batch 78/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.861, Loss: 0.264 Epoch 24 Batch 79/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.867, Loss: 0.274 Epoch 24 Batch 80/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.863, Loss: 0.267 Epoch 24 Batch 81/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.861, Loss: 0.256 Epoch 24 Batch 82/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.862, Loss: 0.250 Epoch 24 Batch 83/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.862, Loss: 0.273 Epoch 24 Batch 84/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.860, Loss: 0.256 Epoch 24 Batch 85/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.247 Epoch 24 Batch 86/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.860, Loss: 0.266 Epoch 24 Batch 87/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.865, Loss: 0.293 Epoch 24 Batch 88/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.865, Loss: 0.286 Epoch 24 Batch 89/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.865, Loss: 0.279 Epoch 24 Batch 90/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.863, Loss: 0.290 Epoch 24 Batch 91/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.862, Loss: 0.235 Epoch 24 Batch 92/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.863, Loss: 0.257 Epoch 24 Batch 93/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.865, Loss: 0.275 Epoch 24 Batch 94/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.868, Loss: 0.258 Epoch 24 Batch 95/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.859, Loss: 0.308 Epoch 24 Batch 96/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.858, Loss: 0.255 Epoch 24 Batch 97/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.857, Loss: 0.272 Epoch 24 Batch 98/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.851, Loss: 0.253 Epoch 24 Batch 99/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.853, Loss: 0.273 Epoch 24 Batch 100/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.855, Loss: 0.292 Epoch 24 Batch 101/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.859, Loss: 0.265 Epoch 24 Batch 102/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.863, Loss: 0.249 Epoch 24 Batch 103/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.869, Loss: 0.312 Epoch 24 Batch 104/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.274 Epoch 24 Batch 105/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.867, Loss: 0.268 Epoch 24 Batch 106/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.315 Epoch 24 Batch 107/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.870, Loss: 0.260 Epoch 24 Batch 108/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.868, Loss: 0.246 Epoch 24 Batch 109/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.869, Loss: 0.259 Epoch 24 Batch 110/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.247 Epoch 24 Batch 111/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.262 Epoch 24 Batch 112/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.865, Loss: 0.257 Epoch 24 Batch 113/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.864, Loss: 0.286 Epoch 24 Batch 114/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.247 Epoch 24 Batch 115/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.277 Epoch 24 Batch 116/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.875, Loss: 0.294 Epoch 24 Batch 117/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.870, Loss: 0.280 Epoch 24 Batch 118/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.871, Loss: 0.292 Epoch 24 Batch 119/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.870, Loss: 0.259 Epoch 24 Batch 120/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.297 Epoch 24 Batch 121/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.854, Loss: 0.261 Epoch 24 Batch 122/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.856, Loss: 0.251 Epoch 24 Batch 123/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.860, Loss: 0.229 Epoch 24 Batch 124/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.857, Loss: 0.278 Epoch 24 Batch 125/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.859, Loss: 0.270 Epoch 24 Batch 126/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.849, Loss: 0.236 Epoch 24 Batch 127/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.853, Loss: 0.254 Epoch 24 Batch 128/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.858, Loss: 0.268 Epoch 24 Batch 129/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.858, Loss: 0.302 Epoch 24 Batch 130/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.852, Loss: 0.227 Epoch 24 Batch 131/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.849, Loss: 0.266 Epoch 24 Batch 132/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.844, Loss: 0.267 Epoch 24 Batch 133/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.848, Loss: 0.250 Epoch 24 Batch 134/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.856, Loss: 0.252 Epoch 24 Batch 135/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.856, Loss: 0.283 Epoch 24 Batch 136/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.865, Loss: 0.279 Epoch 24 Batch 137/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.866, Loss: 0.228 Epoch 24 Batch 138/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.865, Loss: 0.241 Epoch 24 Batch 139/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.866, Loss: 0.277 Epoch 24 Batch 140/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.868, Loss: 0.281 Epoch 24 Batch 141/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.869, Loss: 0.273 Epoch 24 Batch 142/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.870, Loss: 0.247 Epoch 24 Batch 143/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.865, Loss: 0.271 Epoch 24 Batch 144/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.865, Loss: 0.289 Epoch 24 Batch 145/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.862, Loss: 0.276 Epoch 24 Batch 146/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.861, Loss: 0.289 Epoch 24 Batch 147/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.865, Loss: 0.273 Epoch 24 Batch 148/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.864, Loss: 0.276 Epoch 24 Batch 149/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.275 Epoch 24 Batch 150/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.859, Loss: 0.241 Epoch 24 Batch 151/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.859, Loss: 0.237 Epoch 24 Batch 152/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.846, Loss: 0.281 Epoch 24 Batch 153/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.844, Loss: 0.301 Epoch 24 Batch 154/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.845, Loss: 0.273 Epoch 24 Batch 155/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.853, Loss: 0.297 Epoch 24 Batch 156/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.852, Loss: 0.264 Epoch 24 Batch 157/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.852, Loss: 0.280 Epoch 24 Batch 158/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.273 Epoch 24 Batch 159/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.852, Loss: 0.224 Epoch 24 Batch 160/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.854, Loss: 0.243 Epoch 24 Batch 161/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.269 Epoch 24 Batch 162/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.857, Loss: 0.287 Epoch 24 Batch 163/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.310 Epoch 24 Batch 164/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.853, Loss: 0.284 Epoch 24 Batch 165/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.855, Loss: 0.264 Epoch 24 Batch 166/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.846, Loss: 0.287 Epoch 24 Batch 167/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.848, Loss: 0.298 Epoch 24 Batch 168/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.853, Loss: 0.292 Epoch 24 Batch 169/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.859, Loss: 0.273 Epoch 24 Batch 170/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.852, Loss: 0.294 Epoch 24 Batch 171/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.850, Loss: 0.256 Epoch 24 Batch 172/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.850, Loss: 0.266 Epoch 24 Batch 173/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.849, Loss: 0.289 Epoch 24 Batch 174/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.846, Loss: 0.269 Epoch 24 Batch 175/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.846, Loss: 0.266 Epoch 24 Batch 176/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.848, Loss: 0.254 Epoch 24 Batch 177/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.846, Loss: 0.283 Epoch 24 Batch 178/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.843, Loss: 0.254 Epoch 24 Batch 179/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.843, Loss: 0.285 Epoch 24 Batch 180/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.842, Loss: 0.257 Epoch 24 Batch 181/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.851, Loss: 0.291 Epoch 24 Batch 182/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.264 Epoch 24 Batch 183/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.848, Loss: 0.285 Epoch 24 Batch 184/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.848, Loss: 0.255 Epoch 24 Batch 185/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.848, Loss: 0.286 Epoch 24 Batch 186/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.849, Loss: 0.273 Epoch 24 Batch 187/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.851, Loss: 0.243 Epoch 24 Batch 188/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.851, Loss: 0.271 Epoch 24 Batch 189/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.846, Loss: 0.279 Epoch 24 Batch 190/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.846, Loss: 0.274 Epoch 24 Batch 191/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.847, Loss: 0.241 Epoch 24 Batch 192/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.280 Epoch 24 Batch 193/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.852, Loss: 0.251 Epoch 24 Batch 194/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.851, Loss: 0.234 Epoch 24 Batch 195/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.849, Loss: 0.267 Epoch 24 Batch 196/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.853, Loss: 0.273 Epoch 24 Batch 197/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.259 Epoch 24 Batch 198/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.854, Loss: 0.258 Epoch 24 Batch 199/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.853, Loss: 0.258 Epoch 24 Batch 200/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.851, Loss: 0.273 Epoch 24 Batch 201/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.852, Loss: 0.253 Epoch 24 Batch 202/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.852, Loss: 0.287 Epoch 24 Batch 203/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.851, Loss: 0.256 Epoch 24 Batch 204/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.853, Loss: 0.289 Epoch 24 Batch 205/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.850, Loss: 0.278 Epoch 24 Batch 206/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.852, Loss: 0.257 Epoch 24 Batch 207/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.857, Loss: 0.255 Epoch 24 Batch 208/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.862, Loss: 0.290 Epoch 24 Batch 209/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.862, Loss: 0.219 Epoch 24 Batch 210/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.862, Loss: 0.273 Epoch 24 Batch 211/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.861, Loss: 0.259 Epoch 24 Batch 212/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.857, Loss: 0.245 Epoch 24 Batch 213/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.857, Loss: 0.233 Epoch 24 Batch 214/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.856, Loss: 0.264 Epoch 24 Batch 215/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.856, Loss: 0.295 Epoch 24 Batch 216/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.853, Loss: 0.277 Epoch 24 Batch 217/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.850, Loss: 0.251 Epoch 24 Batch 218/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.855, Loss: 0.294 Epoch 24 Batch 219/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.856, Loss: 0.243 Epoch 24 Batch 220/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.851, Loss: 0.270 Epoch 24 Batch 221/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.851, Loss: 0.266 Epoch 24 Batch 222/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.854, Loss: 0.279 Epoch 24 Batch 223/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.851, Loss: 0.235 Epoch 24 Batch 224/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.853, Loss: 0.287 Epoch 24 Batch 225/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.852, Loss: 0.265 Epoch 24 Batch 226/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.852, Loss: 0.272 Epoch 24 Batch 227/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.848, Loss: 0.309 Epoch 24 Batch 228/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.252 Epoch 24 Batch 229/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.855, Loss: 0.289 Epoch 24 Batch 230/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.855, Loss: 0.233 Epoch 24 Batch 231/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.855, Loss: 0.278 Epoch 24 Batch 232/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.855, Loss: 0.270 Epoch 24 Batch 233/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.856, Loss: 0.324 Epoch 24 Batch 234/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.860, Loss: 0.280 Epoch 24 Batch 235/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.864, Loss: 0.263 Epoch 24 Batch 236/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.870, Loss: 0.282 Epoch 24 Batch 237/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.870, Loss: 0.225 Epoch 24 Batch 238/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.865, Loss: 0.249 Epoch 24 Batch 239/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.867, Loss: 0.234 Epoch 24 Batch 240/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.865, Loss: 0.245 Epoch 24 Batch 241/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.865, Loss: 0.236 Epoch 24 Batch 242/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.253 Epoch 24 Batch 243/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.859, Loss: 0.294 Epoch 24 Batch 244/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.864, Loss: 0.285 Epoch 24 Batch 245/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.255 Epoch 24 Batch 246/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.859, Loss: 0.266 Epoch 24 Batch 247/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.859, Loss: 0.246 Epoch 24 Batch 248/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.859, Loss: 0.251 Epoch 24 Batch 249/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.863, Loss: 0.261 Epoch 24 Batch 250/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.864, Loss: 0.239 Epoch 24 Batch 251/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.865, Loss: 0.266 Epoch 24 Batch 252/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.858, Loss: 0.242 Epoch 24 Batch 253/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.858, Loss: 0.256 Epoch 24 Batch 254/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.850, Loss: 0.263 Epoch 24 Batch 255/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.853, Loss: 0.269 Epoch 24 Batch 256/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.857, Loss: 0.310 Epoch 24 Batch 257/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.861, Loss: 0.255 Epoch 24 Batch 258/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.862, Loss: 0.250 Epoch 24 Batch 259/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.862, Loss: 0.248 Epoch 24 Batch 260/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.855, Loss: 0.233 Epoch 24 Batch 261/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.865, Loss: 0.273 Epoch 24 Batch 262/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.864, Loss: 0.256 Epoch 24 Batch 263/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.870, Loss: 0.245 Epoch 24 Batch 264/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.871, Loss: 0.280 Epoch 24 Batch 265/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.871, Loss: 0.273 Epoch 24 Batch 266/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.867, Loss: 0.261 Epoch 24 Batch 267/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.862, Loss: 0.237 Epoch 24 Batch 268/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.860, Loss: 0.270 Epoch 24 Batch 269/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.859, Loss: 0.293 Epoch 24 Batch 270/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.857, Loss: 0.285 Epoch 24 Batch 271/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.252 Epoch 24 Batch 272/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.861, Loss: 0.289 Epoch 24 Batch 273/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.250 Epoch 24 Batch 274/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.857, Loss: 0.268 Epoch 24 Batch 275/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.855, Loss: 0.274 Epoch 24 Batch 276/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.866, Loss: 0.300 Epoch 24 Batch 277/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.868, Loss: 0.233 Epoch 24 Batch 278/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.866, Loss: 0.284 Epoch 24 Batch 279/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.859, Loss: 0.304 Epoch 24 Batch 280/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.849, Loss: 0.283 Epoch 24 Batch 281/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.849, Loss: 0.274 Epoch 24 Batch 282/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.319 Epoch 24 Batch 283/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.847, Loss: 0.285 Epoch 24 Batch 284/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.847, Loss: 0.285 Epoch 24 Batch 285/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.854, Loss: 0.261 Epoch 24 Batch 286/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.854, Loss: 0.249 Epoch 24 Batch 287/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.854, Loss: 0.266 Epoch 24 Batch 288/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.273 Epoch 24 Batch 289/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.855, Loss: 0.276 Epoch 24 Batch 290/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.856, Loss: 0.292 Epoch 24 Batch 291/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.285 Epoch 24 Batch 292/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.857, Loss: 0.266 Epoch 24 Batch 293/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.856, Loss: 0.255 Epoch 24 Batch 294/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.856, Loss: 0.238 Epoch 24 Batch 295/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.857, Loss: 0.291 Epoch 24 Batch 296/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.257 Epoch 24 Batch 297/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.858, Loss: 0.291 Epoch 24 Batch 298/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.863, Loss: 0.311 Epoch 24 Batch 299/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.248 Epoch 24 Batch 300/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.854, Loss: 0.270 Epoch 24 Batch 301/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.855, Loss: 0.259 Epoch 24 Batch 302/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.856, Loss: 0.261 Epoch 24 Batch 303/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.860, Loss: 0.303 Epoch 24 Batch 304/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.861, Loss: 0.239 Epoch 24 Batch 305/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.862, Loss: 0.266 Epoch 24 Batch 306/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.860, Loss: 0.262 Epoch 24 Batch 307/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.867, Loss: 0.258 Epoch 24 Batch 308/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.862, Loss: 0.296 Epoch 24 Batch 309/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.222 Epoch 24 Batch 310/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.858, Loss: 0.297 Epoch 24 Batch 311/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.862, Loss: 0.239 Epoch 24 Batch 312/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.858, Loss: 0.305 Epoch 24 Batch 313/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.862, Loss: 0.256 Epoch 24 Batch 314/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.862, Loss: 0.261 Epoch 24 Batch 315/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.862, Loss: 0.247 Epoch 24 Batch 316/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.857, Loss: 0.251 Epoch 24 Batch 317/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.864, Loss: 0.303 Epoch 24 Batch 318/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.864, Loss: 0.271 Epoch 24 Batch 319/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.865, Loss: 0.262 Epoch 24 Batch 320/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.859, Loss: 0.271 Epoch 24 Batch 321/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.853, Loss: 0.270 Epoch 24 Batch 322/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.842, Loss: 0.239 Epoch 24 Batch 323/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.841, Loss: 0.263 Epoch 24 Batch 324/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.843, Loss: 0.263 Epoch 24 Batch 325/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.852, Loss: 0.257 Epoch 24 Batch 326/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.846, Loss: 0.258 Epoch 24 Batch 327/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.843, Loss: 0.281 Epoch 24 Batch 328/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.847, Loss: 0.291 Epoch 24 Batch 329/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.854, Loss: 0.277 Epoch 24 Batch 330/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.856, Loss: 0.256 Epoch 24 Batch 331/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.855, Loss: 0.279 Epoch 24 Batch 332/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.864, Loss: 0.229 Epoch 24 Batch 333/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.259 Epoch 24 Batch 334/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.257 Epoch 24 Batch 335/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.242 Epoch 24 Batch 336/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.852, Loss: 0.301 Epoch 24 Batch 337/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.853, Loss: 0.283 Epoch 24 Batch 338/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.855, Loss: 0.306 Epoch 24 Batch 339/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.851, Loss: 0.236 Epoch 24 Batch 340/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.847, Loss: 0.254 Epoch 24 Batch 341/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.850, Loss: 0.323 Epoch 24 Batch 342/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.254 Epoch 24 Batch 343/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.856, Loss: 0.267 Epoch 24 Batch 344/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.855, Loss: 0.269 Epoch 24 Batch 345/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.856, Loss: 0.273 Epoch 24 Batch 346/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.856, Loss: 0.275 Epoch 24 Batch 347/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.854, Loss: 0.256 Epoch 24 Batch 348/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.250 Epoch 24 Batch 349/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.853, Loss: 0.277 Epoch 24 Batch 350/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.854, Loss: 0.276 Epoch 24 Batch 351/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.857, Loss: 0.273 Epoch 24 Batch 352/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.861, Loss: 0.261 Epoch 24 Batch 353/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.858, Loss: 0.298 Epoch 24 Batch 354/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.857, Loss: 0.318 Epoch 24 Batch 355/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.864, Loss: 0.282 Epoch 24 Batch 356/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.860, Loss: 0.261 Epoch 24 Batch 357/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.863, Loss: 0.266 Epoch 24 Batch 358/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.859, Loss: 0.289 Epoch 24 Batch 359/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.859, Loss: 0.269 Epoch 24 Batch 360/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.862, Loss: 0.261 Epoch 24 Batch 361/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.862, Loss: 0.286 Epoch 24 Batch 362/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.860, Loss: 0.262 Epoch 24 Batch 363/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.848, Loss: 0.296 Epoch 24 Batch 364/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.849, Loss: 0.304 Epoch 24 Batch 365/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.250 Epoch 24 Batch 366/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.852, Loss: 0.269 Epoch 24 Batch 367/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.854, Loss: 0.228 Epoch 24 Batch 368/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.855, Loss: 0.269 Epoch 24 Batch 369/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.864, Loss: 0.255 Epoch 24 Batch 370/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.857, Loss: 0.284 Epoch 24 Batch 371/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.854, Loss: 0.252 Epoch 24 Batch 372/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.853, Loss: 0.246 Epoch 24 Batch 373/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.856, Loss: 0.262 Epoch 24 Batch 374/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.863, Loss: 0.293 Epoch 24 Batch 375/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.859, Loss: 0.255 Epoch 24 Batch 376/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.856, Loss: 0.259 Epoch 24 Batch 377/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.850, Loss: 0.275 Epoch 24 Batch 378/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.850, Loss: 0.251 Epoch 24 Batch 379/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.850, Loss: 0.278 Epoch 24 Batch 380/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.864, Loss: 0.261 Epoch 24 Batch 381/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.862, Loss: 0.270 Epoch 24 Batch 382/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.858, Loss: 0.304 Epoch 24 Batch 383/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.858, Loss: 0.261 Epoch 24 Batch 384/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.853, Loss: 0.261 Epoch 24 Batch 385/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.858, Loss: 0.263 Epoch 24 Batch 386/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.858, Loss: 0.266 Epoch 24 Batch 387/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.862, Loss: 0.251 Epoch 24 Batch 388/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.859, Loss: 0.265 Epoch 24 Batch 389/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.276 Epoch 24 Batch 390/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.856, Loss: 0.304 Epoch 24 Batch 391/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.856, Loss: 0.259 Epoch 24 Batch 392/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.863, Loss: 0.257 Epoch 24 Batch 393/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.862, Loss: 0.253 Epoch 24 Batch 394/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.859, Loss: 0.268 Epoch 24 Batch 395/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.859, Loss: 0.247 Epoch 24 Batch 396/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.859, Loss: 0.266 Epoch 24 Batch 397/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.859, Loss: 0.270 Epoch 24 Batch 398/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.281 Epoch 24 Batch 399/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.857, Loss: 0.262 Epoch 24 Batch 400/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.856, Loss: 0.284 Epoch 24 Batch 401/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.845, Loss: 0.263 Epoch 24 Batch 402/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.847, Loss: 0.247 Epoch 24 Batch 403/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.847, Loss: 0.297 Epoch 24 Batch 404/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.243 Epoch 24 Batch 405/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.848, Loss: 0.275 Epoch 24 Batch 406/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.848, Loss: 0.257 Epoch 24 Batch 407/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.850, Loss: 0.282 Epoch 24 Batch 408/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.848, Loss: 0.293 Epoch 24 Batch 409/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.848, Loss: 0.307 Epoch 24 Batch 410/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.848, Loss: 0.293 Epoch 24 Batch 411/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.846, Loss: 0.249 Epoch 24 Batch 412/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.850, Loss: 0.247 Epoch 24 Batch 413/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.851, Loss: 0.261 Epoch 24 Batch 414/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.847, Loss: 0.262 Epoch 24 Batch 415/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.852, Loss: 0.272 Epoch 24 Batch 416/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.851, Loss: 0.265 Epoch 24 Batch 417/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.853, Loss: 0.319 Epoch 24 Batch 418/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.853, Loss: 0.243 Epoch 24 Batch 419/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.848, Loss: 0.262 Epoch 24 Batch 420/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.852, Loss: 0.247 Epoch 24 Batch 421/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.854, Loss: 0.273 Epoch 24 Batch 422/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.850, Loss: 0.242 Epoch 24 Batch 423/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.844, Loss: 0.286 Epoch 24 Batch 424/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.845, Loss: 0.279 Epoch 24 Batch 425/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.261 Epoch 24 Batch 426/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.843, Loss: 0.277 Epoch 24 Batch 427/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.846, Loss: 0.245 Epoch 24 Batch 428/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.846, Loss: 0.262 Epoch 24 Batch 429/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.848, Loss: 0.261 Epoch 24 Batch 430/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.848, Loss: 0.257 Epoch 24 Batch 431/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.852, Loss: 0.243 Epoch 24 Batch 432/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.851, Loss: 0.258 Epoch 24 Batch 433/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.860, Loss: 0.274 Epoch 24 Batch 434/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.860, Loss: 0.266 Epoch 24 Batch 435/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.856, Loss: 0.273 Epoch 24 Batch 436/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.851, Loss: 0.249 Epoch 24 Batch 437/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.850, Loss: 0.269 Epoch 24 Batch 438/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.846, Loss: 0.282 Epoch 24 Batch 439/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.846, Loss: 0.281 Epoch 24 Batch 440/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.842, Loss: 0.263 Epoch 24 Batch 441/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.843, Loss: 0.251 Epoch 24 Batch 442/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.841, Loss: 0.255 Epoch 24 Batch 443/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.841, Loss: 0.249 Epoch 24 Batch 444/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.840, Loss: 0.240 Epoch 24 Batch 445/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.843, Loss: 0.266 Epoch 24 Batch 446/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.844, Loss: 0.228 Epoch 24 Batch 447/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.844, Loss: 0.288 Epoch 24 Batch 448/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.841, Loss: 0.305 Epoch 24 Batch 449/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.851, Loss: 0.289 Epoch 24 Batch 450/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.858, Loss: 0.267 Epoch 24 Batch 451/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.846, Loss: 0.256 Epoch 24 Batch 452/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.835, Loss: 0.275 Epoch 24 Batch 453/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.836, Loss: 0.263 Epoch 24 Batch 454/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.838, Loss: 0.278 Epoch 24 Batch 455/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.844, Loss: 0.258 Epoch 24 Batch 456/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.837, Loss: 0.257 Epoch 24 Batch 457/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.840, Loss: 0.263 Epoch 24 Batch 458/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.849, Loss: 0.263 Epoch 24 Batch 459/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.853, Loss: 0.258 Epoch 24 Batch 460/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.853, Loss: 0.256 Epoch 24 Batch 461/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.849, Loss: 0.264 Epoch 24 Batch 462/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.854, Loss: 0.255 Epoch 24 Batch 463/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.855, Loss: 0.285 Epoch 24 Batch 464/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.855, Loss: 0.274 Epoch 24 Batch 465/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.855, Loss: 0.289 Epoch 24 Batch 466/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.849, Loss: 0.238 Epoch 24 Batch 467/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.852, Loss: 0.279 Epoch 24 Batch 468/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.852, Loss: 0.252 Epoch 24 Batch 469/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.856, Loss: 0.265 Epoch 24 Batch 470/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.858, Loss: 0.283 Epoch 24 Batch 471/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.856, Loss: 0.238 Epoch 24 Batch 472/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.852, Loss: 0.255 Epoch 24 Batch 473/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.852, Loss: 0.280 Epoch 24 Batch 474/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.852, Loss: 0.274 Epoch 24 Batch 475/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.855, Loss: 0.253 Epoch 24 Batch 476/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.855, Loss: 0.252 Epoch 24 Batch 477/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.857, Loss: 0.257 Epoch 24 Batch 478/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.284 Epoch 24 Batch 479/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.846, Loss: 0.292 Epoch 24 Batch 480/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.848, Loss: 0.269 Epoch 24 Batch 481/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.847, Loss: 0.254 Epoch 24 Batch 482/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.844, Loss: 0.300 Epoch 24 Batch 483/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.852, Loss: 0.268 Epoch 24 Batch 484/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.858, Loss: 0.278 Epoch 24 Batch 485/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.274 Epoch 24 Batch 486/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.855, Loss: 0.243 Epoch 24 Batch 487/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.860, Loss: 0.261 Epoch 24 Batch 488/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.859, Loss: 0.258 Epoch 24 Batch 489/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.858, Loss: 0.249 Epoch 24 Batch 490/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.860, Loss: 0.264 Epoch 24 Batch 491/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.859, Loss: 0.270 Epoch 24 Batch 492/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.854, Loss: 0.273 Epoch 24 Batch 493/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.851, Loss: 0.254 Epoch 24 Batch 494/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.851, Loss: 0.254 Epoch 24 Batch 495/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.847, Loss: 0.259 Epoch 24 Batch 496/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.855, Loss: 0.281 Epoch 24 Batch 497/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.855, Loss: 0.289 Epoch 24 Batch 498/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.856, Loss: 0.263 Epoch 24 Batch 499/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.852, Loss: 0.230 Epoch 24 Batch 500/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.852, Loss: 0.252 Epoch 24 Batch 501/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.857, Loss: 0.266 Epoch 24 Batch 502/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.857, Loss: 0.259 Epoch 24 Batch 503/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.850, Loss: 0.261 Epoch 24 Batch 504/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.845, Loss: 0.272 Epoch 24 Batch 505/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.853, Loss: 0.219 Epoch 24 Batch 506/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.266 Epoch 24 Batch 507/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.857, Loss: 0.257 Epoch 24 Batch 508/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.856, Loss: 0.255 Epoch 24 Batch 509/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.852, Loss: 0.286 Epoch 24 Batch 510/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.857, Loss: 0.262 Epoch 24 Batch 511/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.864, Loss: 0.267 Epoch 24 Batch 512/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.865, Loss: 0.244 Epoch 24 Batch 513/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.863, Loss: 0.268 Epoch 24 Batch 514/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.858, Loss: 0.285 Epoch 24 Batch 515/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.858, Loss: 0.272 Epoch 24 Batch 516/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.845, Loss: 0.247 Epoch 24 Batch 517/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.853, Loss: 0.272 Epoch 24 Batch 518/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.853, Loss: 0.256 Epoch 24 Batch 519/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.853, Loss: 0.279 Epoch 24 Batch 520/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.853, Loss: 0.224 Epoch 24 Batch 521/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.850, Loss: 0.268 Epoch 24 Batch 522/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.855, Loss: 0.300 Epoch 24 Batch 523/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.859, Loss: 0.257 Epoch 24 Batch 524/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.864, Loss: 0.285 Epoch 24 Batch 525/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.861, Loss: 0.277 Epoch 24 Batch 526/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.860, Loss: 0.247 Epoch 24 Batch 527/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.860, Loss: 0.266 Epoch 24 Batch 528/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.859, Loss: 0.258 Epoch 24 Batch 529/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.859, Loss: 0.261 Epoch 24 Batch 530/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.860, Loss: 0.273 Epoch 24 Batch 531/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.860, Loss: 0.260 Epoch 24 Batch 532/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.861, Loss: 0.278 Epoch 24 Batch 533/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.862, Loss: 0.295 Epoch 24 Batch 534/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.863, Loss: 0.270 Epoch 24 Batch 535/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.862, Loss: 0.258 Epoch 24 Batch 536/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.856, Loss: 0.251 Epoch 24 Batch 537/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.855, Loss: 0.246 Epoch 24 Batch 538/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.854, Loss: 0.249 Epoch 24 Batch 539/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.855, Loss: 0.307 Epoch 24 Batch 540/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.859, Loss: 0.248 Epoch 24 Batch 541/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.858, Loss: 0.257 Epoch 24 Batch 542/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.858, Loss: 0.261 Epoch 24 Batch 543/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.863, Loss: 0.269 Epoch 24 Batch 544/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.860, Loss: 0.255 Epoch 24 Batch 545/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.860, Loss: 0.286 Epoch 24 Batch 546/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.868, Loss: 0.280 Epoch 24 Batch 547/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.866, Loss: 0.256 Epoch 24 Batch 548/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.865, Loss: 0.294 Epoch 24 Batch 549/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.861, Loss: 0.293 Epoch 24 Batch 550/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.860, Loss: 0.281 Epoch 24 Batch 551/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.864, Loss: 0.276 Epoch 24 Batch 552/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.869, Loss: 0.284 Epoch 24 Batch 553/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.293 Epoch 24 Batch 554/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.269 Epoch 24 Batch 555/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.862, Loss: 0.273 Epoch 24 Batch 556/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.869, Loss: 0.255 Epoch 24 Batch 557/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.243 Epoch 24 Batch 558/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.874, Loss: 0.250 Epoch 24 Batch 559/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.269 Epoch 24 Batch 560/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.870, Loss: 0.269 Epoch 24 Batch 561/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.868, Loss: 0.238 Epoch 24 Batch 562/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.867, Loss: 0.240 Epoch 24 Batch 563/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.871, Loss: 0.296 Epoch 24 Batch 564/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.875, Loss: 0.285 Epoch 24 Batch 565/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.277 Epoch 24 Batch 566/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.868, Loss: 0.303 Epoch 24 Batch 567/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.273 Epoch 24 Batch 568/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.278 Epoch 24 Batch 569/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.869, Loss: 0.270 Epoch 24 Batch 570/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.868, Loss: 0.277 Epoch 24 Batch 571/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.858, Loss: 0.250 Epoch 24 Batch 572/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.856, Loss: 0.261 Epoch 24 Batch 573/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.852, Loss: 0.272 Epoch 24 Batch 574/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.857, Loss: 0.276 Epoch 24 Batch 575/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.274 Epoch 24 Batch 576/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.860, Loss: 0.263 Epoch 24 Batch 577/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.866, Loss: 0.259 Epoch 24 Batch 578/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.867, Loss: 0.278 Epoch 24 Batch 579/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.868, Loss: 0.261 Epoch 24 Batch 580/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.862, Loss: 0.241 Epoch 24 Batch 581/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.866, Loss: 0.239 Epoch 24 Batch 582/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.865, Loss: 0.264 Epoch 24 Batch 583/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.862, Loss: 0.293 Epoch 24 Batch 584/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.860, Loss: 0.255 Epoch 24 Batch 585/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.865, Loss: 0.233 Epoch 24 Batch 586/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.870, Loss: 0.264 Epoch 24 Batch 587/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.279 Epoch 24 Batch 588/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.861, Loss: 0.250 Epoch 24 Batch 589/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.865, Loss: 0.258 Epoch 24 Batch 590/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.865, Loss: 0.287 Epoch 24 Batch 591/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.865, Loss: 0.244 Epoch 24 Batch 592/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.859, Loss: 0.269 Epoch 24 Batch 593/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.858, Loss: 0.271 Epoch 24 Batch 594/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.858, Loss: 0.265 Epoch 24 Batch 595/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.858, Loss: 0.283 Epoch 24 Batch 596/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.272 Epoch 24 Batch 597/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.863, Loss: 0.275 Epoch 24 Batch 598/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.870, Loss: 0.287 Epoch 24 Batch 599/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.871, Loss: 0.313 Epoch 24 Batch 600/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.870, Loss: 0.258 Epoch 24 Batch 601/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.870, Loss: 0.280 Epoch 24 Batch 602/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.870, Loss: 0.276 Epoch 24 Batch 603/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.871, Loss: 0.252 Epoch 24 Batch 604/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.303 Epoch 24 Batch 605/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.313 Epoch 24 Batch 606/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.863, Loss: 0.237 Epoch 24 Batch 607/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.863, Loss: 0.259 Epoch 24 Batch 608/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.858, Loss: 0.286 Epoch 24 Batch 609/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.858, Loss: 0.276 Epoch 24 Batch 610/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.858, Loss: 0.280 Epoch 24 Batch 611/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.858, Loss: 0.269 Epoch 24 Batch 612/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.858, Loss: 0.249 Epoch 24 Batch 613/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.858, Loss: 0.283 Epoch 24 Batch 614/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.261 Epoch 24 Batch 615/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.858, Loss: 0.273 Epoch 24 Batch 616/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.853, Loss: 0.277 Epoch 24 Batch 617/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.865, Loss: 0.256 Epoch 24 Batch 618/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.869, Loss: 0.271 Epoch 24 Batch 619/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.866, Loss: 0.270 Epoch 24 Batch 620/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.247 Epoch 24 Batch 621/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.866, Loss: 0.277 Epoch 24 Batch 622/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.867, Loss: 0.284 Epoch 24 Batch 623/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.867, Loss: 0.293 Epoch 24 Batch 624/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.865, Loss: 0.259 Epoch 24 Batch 625/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.865, Loss: 0.261 Epoch 24 Batch 626/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.867, Loss: 0.223 Epoch 24 Batch 627/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.866, Loss: 0.265 Epoch 24 Batch 628/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.870, Loss: 0.293 Epoch 24 Batch 629/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.871, Loss: 0.279 Epoch 24 Batch 630/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.868, Loss: 0.264 Epoch 24 Batch 631/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.868, Loss: 0.262 Epoch 24 Batch 632/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.868, Loss: 0.271 Epoch 24 Batch 633/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.865, Loss: 0.279 Epoch 24 Batch 634/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.867, Loss: 0.248 Epoch 24 Batch 635/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.295 Epoch 24 Batch 636/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.862, Loss: 0.249 Epoch 24 Batch 637/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.277 Epoch 24 Batch 638/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.262 Epoch 24 Batch 639/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.862, Loss: 0.274 Epoch 24 Batch 640/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.863, Loss: 0.239 Epoch 24 Batch 641/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.265 Epoch 24 Batch 642/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.873, Loss: 0.268 Epoch 24 Batch 643/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.869, Loss: 0.246 Epoch 24 Batch 644/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.870, Loss: 0.252 Epoch 24 Batch 645/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.870, Loss: 0.258 Epoch 24 Batch 646/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.877, Loss: 0.265 Epoch 24 Batch 647/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.877, Loss: 0.259 Epoch 24 Batch 648/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.875, Loss: 0.260 Epoch 24 Batch 649/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.876, Loss: 0.267 Epoch 24 Batch 650/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.876, Loss: 0.262 Epoch 24 Batch 651/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.880, Loss: 0.259 Epoch 24 Batch 652/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.880, Loss: 0.267 Epoch 24 Batch 653/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.285 Epoch 24 Batch 654/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.243 Epoch 24 Batch 655/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.869, Loss: 0.278 Epoch 24 Batch 656/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.868, Loss: 0.277 Epoch 24 Batch 657/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.862, Loss: 0.293 Epoch 24 Batch 658/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.246 Epoch 24 Batch 659/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.862, Loss: 0.265 Epoch 24 Batch 660/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.863, Loss: 0.257 Epoch 24 Batch 661/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.864, Loss: 0.225 Epoch 24 Batch 662/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.859, Loss: 0.232 Epoch 24 Batch 663/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.859, Loss: 0.244 Epoch 24 Batch 664/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.854, Loss: 0.262 Epoch 24 Batch 665/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.854, Loss: 0.264 Epoch 24 Batch 666/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.854, Loss: 0.259 Epoch 24 Batch 667/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.854, Loss: 0.298 Epoch 24 Batch 668/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.854, Loss: 0.251 Epoch 24 Batch 669/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.855, Loss: 0.240 Epoch 24 Batch 670/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.855, Loss: 0.248 Epoch 24 Batch 671/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.860, Loss: 0.296 Epoch 24 Batch 672/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.867, Loss: 0.265 Epoch 24 Batch 673/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.865, Loss: 0.260 Epoch 24 Batch 674/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.870, Loss: 0.247 Epoch 24 Batch 675/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.873, Loss: 0.278 Epoch 24 Batch 676/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.873, Loss: 0.265 Epoch 24 Batch 677/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.873, Loss: 0.304 Epoch 24 Batch 678/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.871, Loss: 0.236 Epoch 24 Batch 679/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.860, Loss: 0.278 Epoch 24 Batch 680/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.866, Loss: 0.241 Epoch 24 Batch 681/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.861, Loss: 0.292 Epoch 24 Batch 682/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.854, Loss: 0.260 Epoch 24 Batch 683/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.257 Epoch 24 Batch 684/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.264 Epoch 24 Batch 685/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.863, Loss: 0.294 Epoch 24 Batch 686/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.868, Loss: 0.269 Epoch 24 Batch 687/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.863, Loss: 0.294 Epoch 24 Batch 688/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.869, Loss: 0.248 Epoch 24 Batch 689/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.868, Loss: 0.237 Epoch 24 Batch 690/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.870, Loss: 0.274 Epoch 24 Batch 691/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.865, Loss: 0.293 Epoch 24 Batch 692/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.865, Loss: 0.285 Epoch 24 Batch 693/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.863, Loss: 0.300 Epoch 24 Batch 694/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.864, Loss: 0.264 Epoch 24 Batch 695/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.249 Epoch 24 Batch 696/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.872, Loss: 0.299 Epoch 24 Batch 697/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.263 Epoch 24 Batch 698/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.256 Epoch 24 Batch 699/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.263 Epoch 24 Batch 700/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.868, Loss: 0.231 Epoch 24 Batch 701/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.868, Loss: 0.269 Epoch 24 Batch 702/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.293 Epoch 24 Batch 703/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.287 Epoch 24 Batch 704/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.865, Loss: 0.284 Epoch 24 Batch 705/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.865, Loss: 0.259 Epoch 24 Batch 706/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.866, Loss: 0.282 Epoch 24 Batch 707/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.865, Loss: 0.269 Epoch 24 Batch 708/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.869, Loss: 0.266 Epoch 24 Batch 709/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.869, Loss: 0.293 Epoch 24 Batch 710/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.874, Loss: 0.246 Epoch 24 Batch 711/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.878, Loss: 0.304 Epoch 24 Batch 712/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.872, Loss: 0.256 Epoch 24 Batch 713/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.873, Loss: 0.245 Epoch 24 Batch 714/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.871, Loss: 0.275 Epoch 24 Batch 715/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.868, Loss: 0.293 Epoch 24 Batch 716/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.871, Loss: 0.227 Epoch 24 Batch 717/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.860, Loss: 0.252 Epoch 24 Batch 718/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.861, Loss: 0.253 Epoch 24 Batch 719/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.861, Loss: 0.242 Epoch 24 Batch 720/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.863, Loss: 0.290 Epoch 24 Batch 721/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.862, Loss: 0.273 Epoch 24 Batch 722/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.862, Loss: 0.259 Epoch 24 Batch 723/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.863, Loss: 0.263 Epoch 24 Batch 724/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.859, Loss: 0.287 Epoch 24 Batch 725/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.859, Loss: 0.232 Epoch 24 Batch 726/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.863, Loss: 0.244 Epoch 24 Batch 727/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.862, Loss: 0.235 Epoch 24 Batch 728/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.863, Loss: 0.272 Epoch 24 Batch 729/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.865, Loss: 0.286 Epoch 24 Batch 730/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.866, Loss: 0.280 Epoch 24 Batch 731/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.865, Loss: 0.279 Epoch 24 Batch 732/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.861, Loss: 0.277 Epoch 24 Batch 733/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.862, Loss: 0.279 Epoch 24 Batch 734/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.868, Loss: 0.275 Epoch 24 Batch 735/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.256 Epoch 24 Batch 736/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.871, Loss: 0.255 Epoch 24 Batch 737/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.870, Loss: 0.297 Epoch 24 Batch 738/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.869, Loss: 0.240 Epoch 24 Batch 739/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.864, Loss: 0.244 Epoch 24 Batch 740/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.865, Loss: 0.260 Epoch 24 Batch 741/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.866, Loss: 0.288 Epoch 24 Batch 742/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.258 Epoch 24 Batch 743/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.866, Loss: 0.281 Epoch 24 Batch 744/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.247 Epoch 24 Batch 745/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.871, Loss: 0.256 Epoch 24 Batch 746/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.871, Loss: 0.275 Epoch 24 Batch 747/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.872, Loss: 0.233 Epoch 24 Batch 748/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.872, Loss: 0.236 Epoch 24 Batch 749/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.871, Loss: 0.262 Epoch 24 Batch 750/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.868, Loss: 0.269 Epoch 24 Batch 751/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.865, Loss: 0.265 Epoch 24 Batch 752/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.865, Loss: 0.231 Epoch 24 Batch 753/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.865, Loss: 0.271 Epoch 24 Batch 754/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.864, Loss: 0.291 Epoch 24 Batch 755/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.865, Loss: 0.243 Epoch 24 Batch 756/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.868, Loss: 0.265 Epoch 24 Batch 757/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.307 Epoch 24 Batch 758/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.867, Loss: 0.246 Epoch 24 Batch 759/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.220 Epoch 24 Batch 760/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.870, Loss: 0.292 Epoch 24 Batch 761/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.870, Loss: 0.245 Epoch 24 Batch 762/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.870, Loss: 0.249 Epoch 24 Batch 763/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.871, Loss: 0.249 Epoch 24 Batch 764/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.875, Loss: 0.274 Epoch 24 Batch 765/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.875, Loss: 0.251 Epoch 24 Batch 766/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.867, Loss: 0.284 Epoch 24 Batch 767/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.868, Loss: 0.260 Epoch 24 Batch 768/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.866, Loss: 0.257 Epoch 24 Batch 769/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.865, Loss: 0.263 Epoch 24 Batch 770/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.873, Loss: 0.251 Epoch 24 Batch 771/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.280 Epoch 24 Batch 772/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.877, Loss: 0.266 Epoch 24 Batch 773/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.875, Loss: 0.237 Epoch 24 Batch 774/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.871, Loss: 0.289 Epoch 24 Batch 775/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.867, Loss: 0.281 Epoch 24 Batch 776/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.872, Loss: 0.252 Epoch 24 Batch 777/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.872, Loss: 0.276 Epoch 24 Batch 778/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.868, Loss: 0.241 Epoch 24 Batch 779/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.868, Loss: 0.270 Epoch 24 Batch 780/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.874, Loss: 0.286 Epoch 24 Batch 781/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.867, Loss: 0.238 Epoch 24 Batch 782/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.865, Loss: 0.262 Epoch 24 Batch 783/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.866, Loss: 0.263 Epoch 24 Batch 784/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.866, Loss: 0.254 Epoch 24 Batch 785/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.859, Loss: 0.241 Epoch 24 Batch 786/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.858, Loss: 0.272 Epoch 24 Batch 787/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.864, Loss: 0.246 Epoch 24 Batch 788/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.862, Loss: 0.249 Epoch 24 Batch 789/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.860, Loss: 0.266 Epoch 24 Batch 790/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.857, Loss: 0.292 Epoch 24 Batch 791/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.857, Loss: 0.280 Epoch 24 Batch 792/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.861, Loss: 0.261 Epoch 24 Batch 793/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.864, Loss: 0.265 Epoch 24 Batch 794/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.870, Loss: 0.253 Epoch 24 Batch 795/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.873, Loss: 0.276 Epoch 24 Batch 796/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.272 Epoch 24 Batch 797/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.871, Loss: 0.252 Epoch 24 Batch 798/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.873, Loss: 0.281 Epoch 24 Batch 799/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.868, Loss: 0.305 Epoch 24 Batch 800/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.867, Loss: 0.248 Epoch 24 Batch 801/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.867, Loss: 0.265 Epoch 24 Batch 802/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.866, Loss: 0.269 Epoch 24 Batch 803/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.866, Loss: 0.261 Epoch 24 Batch 804/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.861, Loss: 0.272 Epoch 24 Batch 805/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.867, Loss: 0.283 Epoch 24 Batch 806/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.865, Loss: 0.249 Epoch 24 Batch 807/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.859, Loss: 0.255 Epoch 24 Batch 808/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.863, Loss: 0.278 Epoch 24 Batch 809/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.864, Loss: 0.297 Epoch 24 Batch 810/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.870, Loss: 0.234 Epoch 24 Batch 811/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.226 Epoch 24 Batch 812/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.872, Loss: 0.289 Epoch 24 Batch 813/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.871, Loss: 0.259 Epoch 24 Batch 814/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.275 Epoch 24 Batch 815/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.870, Loss: 0.269 Epoch 24 Batch 816/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.870, Loss: 0.277 Epoch 24 Batch 817/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.293 Epoch 24 Batch 818/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.871, Loss: 0.258 Epoch 24 Batch 819/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.872, Loss: 0.243 Epoch 24 Batch 820/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.867, Loss: 0.279 Epoch 24 Batch 821/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.867, Loss: 0.263 Epoch 24 Batch 822/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.866, Loss: 0.278 Epoch 24 Batch 823/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.867, Loss: 0.258 Epoch 24 Batch 824/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.863, Loss: 0.248 Epoch 24 Batch 825/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.867, Loss: 0.262 Epoch 24 Batch 826/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.867, Loss: 0.241 Epoch 24 Batch 827/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.862, Loss: 0.263 Epoch 24 Batch 828/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.862, Loss: 0.257 Epoch 24 Batch 829/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.856, Loss: 0.303 Epoch 24 Batch 830/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.856, Loss: 0.279 Epoch 24 Batch 831/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.857, Loss: 0.260 Epoch 24 Batch 832/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.270 Epoch 24 Batch 833/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.858, Loss: 0.289 Epoch 24 Batch 834/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.859, Loss: 0.269 Epoch 24 Batch 835/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.856, Loss: 0.278 Epoch 24 Batch 836/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.853, Loss: 0.272 Epoch 24 Batch 837/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.847, Loss: 0.301 Epoch 24 Batch 838/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.848, Loss: 0.267 Epoch 24 Batch 839/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.847, Loss: 0.253 Epoch 24 Batch 840/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.857, Loss: 0.248 Epoch 24 Batch 841/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.857, Loss: 0.261 Epoch 24 Batch 842/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.861, Loss: 0.254 Epoch 24 Batch 843/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.866, Loss: 0.250 Epoch 24 Batch 844/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.253 Epoch 24 Batch 845/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.866, Loss: 0.248 Epoch 24 Batch 846/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.866, Loss: 0.270 Epoch 24 Batch 847/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.865, Loss: 0.288 Epoch 24 Batch 848/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.864, Loss: 0.265 Epoch 24 Batch 849/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.863, Loss: 0.255 Epoch 24 Batch 850/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.863, Loss: 0.289 Epoch 24 Batch 851/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.863, Loss: 0.267 Epoch 24 Batch 852/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.859, Loss: 0.279 Epoch 24 Batch 853/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.864, Loss: 0.251 Epoch 24 Batch 854/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.864, Loss: 0.283 Epoch 24 Batch 855/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.868, Loss: 0.281 Epoch 24 Batch 856/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.867, Loss: 0.276 Epoch 24 Batch 857/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.245 Epoch 24 Batch 858/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.859, Loss: 0.242 Epoch 24 Batch 859/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.274 Epoch 24 Batch 860/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.865, Loss: 0.242 Epoch 24 Batch 861/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.866, Loss: 0.271 Epoch 24 Batch 862/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.860, Loss: 0.266 Epoch 24 Batch 863/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.861, Loss: 0.252 Epoch 24 Batch 864/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.861, Loss: 0.257 Epoch 24 Batch 865/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.862, Loss: 0.268 Epoch 24 Batch 866/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.285 Epoch 24 Batch 867/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.852, Loss: 0.316 Epoch 24 Batch 868/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.850, Loss: 0.279 Epoch 24 Batch 869/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.852, Loss: 0.270 Epoch 24 Batch 870/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.851, Loss: 0.290 Epoch 24 Batch 871/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.851, Loss: 0.254 Epoch 24 Batch 872/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.852, Loss: 0.240 Epoch 24 Batch 873/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.848, Loss: 0.268 Epoch 24 Batch 874/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.848, Loss: 0.277 Epoch 24 Batch 875/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.848, Loss: 0.259 Epoch 24 Batch 876/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.853, Loss: 0.268 Epoch 24 Batch 877/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.853, Loss: 0.253 Epoch 24 Batch 878/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.852, Loss: 0.265 Epoch 24 Batch 879/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.852, Loss: 0.236 Epoch 24 Batch 880/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.851, Loss: 0.266 Epoch 24 Batch 881/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.856, Loss: 0.271 Epoch 24 Batch 882/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.851, Loss: 0.287 Epoch 24 Batch 883/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.318 Epoch 24 Batch 884/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.859, Loss: 0.247 Epoch 24 Batch 885/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.860, Loss: 0.233 Epoch 24 Batch 886/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.860, Loss: 0.272 Epoch 24 Batch 887/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.859, Loss: 0.267 Epoch 24 Batch 888/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.864, Loss: 0.242 Epoch 24 Batch 889/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.261 Epoch 24 Batch 890/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.863, Loss: 0.246 Epoch 24 Batch 891/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.863, Loss: 0.270 Epoch 24 Batch 892/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.858, Loss: 0.234 Epoch 24 Batch 893/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.857, Loss: 0.272 Epoch 24 Batch 894/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.852, Loss: 0.231 Epoch 24 Batch 895/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.853, Loss: 0.264 Epoch 24 Batch 896/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.849, Loss: 0.280 Epoch 24 Batch 897/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.854, Loss: 0.230 Epoch 24 Batch 898/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.854, Loss: 0.243 Epoch 24 Batch 899/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.858, Loss: 0.265 Epoch 24 Batch 900/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.860, Loss: 0.281 Epoch 24 Batch 901/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.865, Loss: 0.282 Epoch 24 Batch 902/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.865, Loss: 0.278 Epoch 24 Batch 903/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.865, Loss: 0.259 Epoch 24 Batch 904/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.870, Loss: 0.252 Epoch 24 Batch 905/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.870, Loss: 0.267 Epoch 24 Batch 906/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.262 Epoch 24 Batch 907/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.873, Loss: 0.246 Epoch 24 Batch 908/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.869, Loss: 0.280 Epoch 24 Batch 909/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.869, Loss: 0.271 Epoch 24 Batch 910/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.865, Loss: 0.245 Epoch 24 Batch 911/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.859, Loss: 0.232 Epoch 24 Batch 912/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.860, Loss: 0.273 Epoch 24 Batch 913/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.859, Loss: 0.296 Epoch 24 Batch 914/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.859, Loss: 0.265 Epoch 24 Batch 915/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.858, Loss: 0.282 Epoch 24 Batch 916/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.867, Loss: 0.253 Epoch 24 Batch 917/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.863, Loss: 0.257 Epoch 24 Batch 918/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.858, Loss: 0.245 Epoch 24 Batch 919/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.859, Loss: 0.248 Epoch 24 Batch 920/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.859, Loss: 0.288 Epoch 24 Batch 921/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.286 Epoch 24 Batch 922/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.855, Loss: 0.244 Epoch 24 Batch 923/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.860, Loss: 0.274 Epoch 24 Batch 924/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.859, Loss: 0.303 Epoch 24 Batch 925/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.863, Loss: 0.251 Epoch 24 Batch 926/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.863, Loss: 0.283 Epoch 24 Batch 927/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.864, Loss: 0.279 Epoch 24 Batch 928/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.861, Loss: 0.269 Epoch 24 Batch 929/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.865, Loss: 0.285 Epoch 24 Batch 930/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.260 Epoch 24 Batch 931/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.273 Epoch 24 Batch 932/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.873, Loss: 0.260 Epoch 24 Batch 933/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.873, Loss: 0.273 Epoch 24 Batch 934/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.871, Loss: 0.283 Epoch 24 Batch 935/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.870, Loss: 0.261 Epoch 24 Batch 936/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.869, Loss: 0.268 Epoch 24 Batch 937/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.868, Loss: 0.304 Epoch 24 Batch 938/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.870, Loss: 0.284 Epoch 24 Batch 939/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.864, Loss: 0.294 Epoch 24 Batch 940/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.864, Loss: 0.265 Epoch 24 Batch 941/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.861, Loss: 0.246 Epoch 24 Batch 942/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.856, Loss: 0.272 Epoch 24 Batch 943/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.855, Loss: 0.253 Epoch 24 Batch 944/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.857, Loss: 0.253 Epoch 24 Batch 945/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.857, Loss: 0.248 Epoch 24 Batch 946/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.861, Loss: 0.268 Epoch 24 Batch 947/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.859, Loss: 0.282 Epoch 24 Batch 948/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.850, Loss: 0.265 Epoch 24 Batch 949/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.854, Loss: 0.234 Epoch 24 Batch 950/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.855, Loss: 0.250 Epoch 24 Batch 951/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.860, Loss: 0.252 Epoch 24 Batch 952/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.865, Loss: 0.249 Epoch 24 Batch 953/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.860, Loss: 0.247 Epoch 24 Batch 954/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.861, Loss: 0.280 Epoch 24 Batch 955/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.867, Loss: 0.267 Epoch 24 Batch 956/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.858, Loss: 0.260 Epoch 24 Batch 957/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.859, Loss: 0.261 Epoch 24 Batch 958/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.855, Loss: 0.252 Epoch 24 Batch 959/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.862, Loss: 0.247 Epoch 24 Batch 960/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.866, Loss: 0.236 Epoch 24 Batch 961/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.866, Loss: 0.300 Epoch 24 Batch 962/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.865, Loss: 0.273 Epoch 24 Batch 963/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.870, Loss: 0.297 Epoch 24 Batch 964/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.266 Epoch 24 Batch 965/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.871, Loss: 0.278 Epoch 24 Batch 966/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.873, Loss: 0.234 Epoch 24 Batch 967/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.874, Loss: 0.266 Epoch 24 Batch 968/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.879, Loss: 0.278 Epoch 24 Batch 969/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.880, Loss: 0.312 Epoch 24 Batch 970/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.881, Loss: 0.291 Epoch 24 Batch 971/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.881, Loss: 0.277 Epoch 24 Batch 972/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.873, Loss: 0.263 Epoch 24 Batch 973/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.871, Loss: 0.251 Epoch 24 Batch 974/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.871, Loss: 0.275 Epoch 24 Batch 975/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.872, Loss: 0.264 Epoch 24 Batch 976/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.871, Loss: 0.247 Epoch 24 Batch 977/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.869, Loss: 0.235 Epoch 24 Batch 978/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.869, Loss: 0.273 Epoch 24 Batch 979/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.870, Loss: 0.295 Epoch 24 Batch 980/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.869, Loss: 0.267 Epoch 24 Batch 981/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.874, Loss: 0.289 Epoch 24 Batch 982/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.874, Loss: 0.256 Epoch 24 Batch 983/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.874, Loss: 0.283 Epoch 24 Batch 984/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.870, Loss: 0.284 Epoch 24 Batch 985/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.870, Loss: 0.245 Epoch 24 Batch 986/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.865, Loss: 0.260 Epoch 24 Batch 987/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.861, Loss: 0.253 Epoch 24 Batch 988/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.859, Loss: 0.268 Epoch 24 Batch 989/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.863, Loss: 0.276 Epoch 24 Batch 990/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.863, Loss: 0.285 Epoch 24 Batch 991/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.859, Loss: 0.277 Epoch 24 Batch 992/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.861, Loss: 0.267 Epoch 24 Batch 993/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.865, Loss: 0.242 Epoch 24 Batch 994/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.865, Loss: 0.250 Epoch 24 Batch 995/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.253 Epoch 24 Batch 996/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.865, Loss: 0.258 Epoch 24 Batch 997/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.860, Loss: 0.268 Epoch 24 Batch 998/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.860, Loss: 0.266 Epoch 24 Batch 999/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.860, Loss: 0.269 Epoch 24 Batch 1000/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.243 Epoch 24 Batch 1001/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.860, Loss: 0.245 Epoch 24 Batch 1002/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.859, Loss: 0.236 Epoch 24 Batch 1003/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.859, Loss: 0.264 Epoch 24 Batch 1004/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.856, Loss: 0.287 Epoch 24 Batch 1005/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.861, Loss: 0.250 Epoch 24 Batch 1006/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.859, Loss: 0.237 Epoch 24 Batch 1007/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.859, Loss: 0.236 Epoch 24 Batch 1008/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.863, Loss: 0.278 Epoch 24 Batch 1009/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.863, Loss: 0.231 Epoch 24 Batch 1010/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.871, Loss: 0.260 Epoch 24 Batch 1011/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.264 Epoch 24 Batch 1012/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.870, Loss: 0.249 Epoch 24 Batch 1013/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.860, Loss: 0.260 Epoch 24 Batch 1014/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.858, Loss: 0.272 Epoch 24 Batch 1015/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.859, Loss: 0.295 Epoch 24 Batch 1016/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.854, Loss: 0.287 Epoch 24 Batch 1017/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.277 Epoch 24 Batch 1018/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.863, Loss: 0.243 Epoch 24 Batch 1019/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.863, Loss: 0.282 Epoch 24 Batch 1020/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.863, Loss: 0.230 Epoch 24 Batch 1021/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.858, Loss: 0.249 Epoch 24 Batch 1022/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.855, Loss: 0.248 Epoch 24 Batch 1023/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.850, Loss: 0.234 Epoch 24 Batch 1024/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.858, Loss: 0.298 Epoch 24 Batch 1025/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.858, Loss: 0.282 Epoch 24 Batch 1026/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.853, Loss: 0.242 Epoch 24 Batch 1027/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.862, Loss: 0.300 Epoch 24 Batch 1028/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.861, Loss: 0.253 Epoch 24 Batch 1029/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.862, Loss: 0.254 Epoch 24 Batch 1030/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.866, Loss: 0.274 Epoch 24 Batch 1031/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.866, Loss: 0.306 Epoch 24 Batch 1032/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.298 Epoch 24 Batch 1033/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.870, Loss: 0.239 Epoch 24 Batch 1034/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.264 Epoch 24 Batch 1035/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.875, Loss: 0.234 Epoch 24 Batch 1036/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.868, Loss: 0.296 Epoch 24 Batch 1037/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.865, Loss: 0.283 Epoch 24 Batch 1038/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.869, Loss: 0.263 Epoch 24 Batch 1039/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.862, Loss: 0.260 Epoch 24 Batch 1040/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.863, Loss: 0.278 Epoch 24 Batch 1041/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.859, Loss: 0.290 Epoch 24 Batch 1042/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.857, Loss: 0.251 Epoch 24 Batch 1043/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.853, Loss: 0.278 Epoch 24 Batch 1044/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.853, Loss: 0.248 Epoch 24 Batch 1045/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.853, Loss: 0.273 Epoch 24 Batch 1046/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.849, Loss: 0.218 Epoch 24 Batch 1047/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.858, Loss: 0.264 Epoch 24 Batch 1048/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.860, Loss: 0.269 Epoch 24 Batch 1049/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.863, Loss: 0.285 Epoch 24 Batch 1050/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.860, Loss: 0.253 Epoch 24 Batch 1051/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.860, Loss: 0.254 Epoch 24 Batch 1052/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.865, Loss: 0.231 Epoch 24 Batch 1053/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.263 Epoch 24 Batch 1054/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.866, Loss: 0.252 Epoch 24 Batch 1055/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.864, Loss: 0.244 Epoch 24 Batch 1056/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.864, Loss: 0.236 Epoch 24 Batch 1057/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.864, Loss: 0.289 Epoch 24 Batch 1058/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.868, Loss: 0.298 Epoch 24 Batch 1059/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.868, Loss: 0.306 Epoch 24 Batch 1060/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.233 Epoch 24 Batch 1061/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.868, Loss: 0.283 Epoch 24 Batch 1062/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.864, Loss: 0.253 Epoch 24 Batch 1063/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.866, Loss: 0.254 Epoch 24 Batch 1064/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.862, Loss: 0.254 Epoch 24 Batch 1065/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.863, Loss: 0.252 Epoch 24 Batch 1066/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.867, Loss: 0.249 Epoch 24 Batch 1067/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.866, Loss: 0.268 Epoch 24 Batch 1068/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.856, Loss: 0.249 Epoch 24 Batch 1069/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.856, Loss: 0.235 Epoch 24 Batch 1070/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.856, Loss: 0.267 Epoch 24 Batch 1071/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.852, Loss: 0.255 Epoch 24 Batch 1072/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.862, Loss: 0.268 Epoch 24 Batch 1073/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.862, Loss: 0.266 Epoch 24 Batch 1074/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.860, Loss: 0.301 Epoch 24 Batch 1075/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.858, Loss: 0.295 Epoch 25 Batch 0/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.859, Loss: 0.245 Epoch 25 Batch 1/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.870, Loss: 0.268 Epoch 25 Batch 2/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.870, Loss: 0.278 Epoch 25 Batch 3/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.865, Loss: 0.257 Epoch 25 Batch 4/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.263 Epoch 25 Batch 5/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.865, Loss: 0.297 Epoch 25 Batch 6/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.865, Loss: 0.275 Epoch 25 Batch 7/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.864, Loss: 0.236 Epoch 25 Batch 8/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.863, Loss: 0.249 Epoch 25 Batch 9/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.860, Loss: 0.258 Epoch 25 Batch 10/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.859, Loss: 0.277 Epoch 25 Batch 11/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.860, Loss: 0.285 Epoch 25 Batch 12/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.861, Loss: 0.286 Epoch 25 Batch 13/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.862, Loss: 0.284 Epoch 25 Batch 14/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.866, Loss: 0.225 Epoch 25 Batch 15/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.867, Loss: 0.245 Epoch 25 Batch 16/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.266 Epoch 25 Batch 17/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.863, Loss: 0.253 Epoch 25 Batch 18/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.868, Loss: 0.274 Epoch 25 Batch 19/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.870, Loss: 0.269 Epoch 25 Batch 20/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.866, Loss: 0.228 Epoch 25 Batch 21/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.259 Epoch 25 Batch 22/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.869, Loss: 0.264 Epoch 25 Batch 23/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.878, Loss: 0.258 Epoch 25 Batch 24/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.876, Loss: 0.253 Epoch 25 Batch 25/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.876, Loss: 0.243 Epoch 25 Batch 26/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.870, Loss: 0.275 Epoch 25 Batch 27/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.871, Loss: 0.238 Epoch 25 Batch 28/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.868, Loss: 0.258 Epoch 25 Batch 29/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.868, Loss: 0.247 Epoch 25 Batch 30/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.868, Loss: 0.254 Epoch 25 Batch 31/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.867, Loss: 0.260 Epoch 25 Batch 32/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.867, Loss: 0.237 Epoch 25 Batch 33/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.868, Loss: 0.236 Epoch 25 Batch 34/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.869, Loss: 0.259 Epoch 25 Batch 35/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.868, Loss: 0.254 Epoch 25 Batch 36/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.864, Loss: 0.260 Epoch 25 Batch 37/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.863, Loss: 0.258 Epoch 25 Batch 38/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.863, Loss: 0.294 Epoch 25 Batch 39/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.863, Loss: 0.287 Epoch 25 Batch 40/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.864, Loss: 0.278 Epoch 25 Batch 41/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.865, Loss: 0.260 Epoch 25 Batch 42/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.866, Loss: 0.286 Epoch 25 Batch 43/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.865, Loss: 0.270 Epoch 25 Batch 44/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.864, Loss: 0.245 Epoch 25 Batch 45/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.863, Loss: 0.266 Epoch 25 Batch 46/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.868, Loss: 0.269 Epoch 25 Batch 47/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.867, Loss: 0.280 Epoch 25 Batch 48/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.867, Loss: 0.299 Epoch 25 Batch 49/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.858, Loss: 0.278 Epoch 25 Batch 50/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.862, Loss: 0.260 Epoch 25 Batch 51/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.863, Loss: 0.263 Epoch 25 Batch 52/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.264 Epoch 25 Batch 53/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.865, Loss: 0.253 Epoch 25 Batch 54/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.859, Loss: 0.294 Epoch 25 Batch 55/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.855, Loss: 0.249 Epoch 25 Batch 56/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.855, Loss: 0.234 Epoch 25 Batch 57/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.857, Loss: 0.254 Epoch 25 Batch 58/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.852, Loss: 0.263 Epoch 25 Batch 59/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.852, Loss: 0.288 Epoch 25 Batch 60/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.856, Loss: 0.245 Epoch 25 Batch 61/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.851, Loss: 0.293 Epoch 25 Batch 62/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.851, Loss: 0.263 Epoch 25 Batch 63/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.850, Loss: 0.239 Epoch 25 Batch 64/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.849, Loss: 0.244 Epoch 25 Batch 65/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.850, Loss: 0.271 Epoch 25 Batch 66/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.849, Loss: 0.240 Epoch 25 Batch 67/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.850, Loss: 0.259 Epoch 25 Batch 68/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.851, Loss: 0.276 Epoch 25 Batch 69/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.848, Loss: 0.295 Epoch 25 Batch 70/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.848, Loss: 0.265 Epoch 25 Batch 71/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.862, Loss: 0.242 Epoch 25 Batch 72/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.259 Epoch 25 Batch 73/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.848, Loss: 0.288 Epoch 25 Batch 74/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.853, Loss: 0.231 Epoch 25 Batch 75/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.858, Loss: 0.289 Epoch 25 Batch 76/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.858, Loss: 0.231 Epoch 25 Batch 77/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.862, Loss: 0.257 Epoch 25 Batch 78/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.862, Loss: 0.252 Epoch 25 Batch 79/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.862, Loss: 0.261 Epoch 25 Batch 80/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.862, Loss: 0.269 Epoch 25 Batch 81/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.867, Loss: 0.256 Epoch 25 Batch 82/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.854, Loss: 0.247 Epoch 25 Batch 83/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.860, Loss: 0.296 Epoch 25 Batch 84/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.869, Loss: 0.257 Epoch 25 Batch 85/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.869, Loss: 0.247 Epoch 25 Batch 86/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.264 Epoch 25 Batch 87/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.879, Loss: 0.295 Epoch 25 Batch 88/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.878, Loss: 0.279 Epoch 25 Batch 89/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.878, Loss: 0.266 Epoch 25 Batch 90/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.877, Loss: 0.281 Epoch 25 Batch 91/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.877, Loss: 0.212 Epoch 25 Batch 92/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.873, Loss: 0.260 Epoch 25 Batch 93/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.873, Loss: 0.267 Epoch 25 Batch 94/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.869, Loss: 0.236 Epoch 25 Batch 95/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.285 Epoch 25 Batch 96/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.866, Loss: 0.262 Epoch 25 Batch 97/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.862, Loss: 0.262 Epoch 25 Batch 98/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.861, Loss: 0.242 Epoch 25 Batch 99/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.862, Loss: 0.256 Epoch 25 Batch 100/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.862, Loss: 0.262 Epoch 25 Batch 101/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.862, Loss: 0.280 Epoch 25 Batch 102/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.857, Loss: 0.234 Epoch 25 Batch 103/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.870, Loss: 0.301 Epoch 25 Batch 104/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.868, Loss: 0.266 Epoch 25 Batch 105/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.873, Loss: 0.270 Epoch 25 Batch 106/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.878, Loss: 0.304 Epoch 25 Batch 107/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.873, Loss: 0.262 Epoch 25 Batch 108/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.872, Loss: 0.227 Epoch 25 Batch 109/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.872, Loss: 0.261 Epoch 25 Batch 110/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.239 Epoch 25 Batch 111/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.872, Loss: 0.275 Epoch 25 Batch 112/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.874, Loss: 0.255 Epoch 25 Batch 113/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.875, Loss: 0.277 Epoch 25 Batch 114/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.257 Epoch 25 Batch 115/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.873, Loss: 0.278 Epoch 25 Batch 116/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.866, Loss: 0.269 Epoch 25 Batch 117/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.274 Epoch 25 Batch 118/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.873, Loss: 0.281 Epoch 25 Batch 119/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.874, Loss: 0.257 Epoch 25 Batch 120/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.290 Epoch 25 Batch 121/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.872, Loss: 0.258 Epoch 25 Batch 122/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.877, Loss: 0.245 Epoch 25 Batch 123/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.876, Loss: 0.221 Epoch 25 Batch 124/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.872, Loss: 0.270 Epoch 25 Batch 125/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.866, Loss: 0.274 Epoch 25 Batch 126/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.856, Loss: 0.239 Epoch 25 Batch 127/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.857, Loss: 0.262 Epoch 25 Batch 128/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.858, Loss: 0.244 Epoch 25 Batch 129/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.279 Epoch 25 Batch 130/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.857, Loss: 0.255 Epoch 25 Batch 131/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.249 Epoch 25 Batch 132/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.850, Loss: 0.265 Epoch 25 Batch 133/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.853, Loss: 0.249 Epoch 25 Batch 134/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.851, Loss: 0.244 Epoch 25 Batch 135/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.851, Loss: 0.278 Epoch 25 Batch 136/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.847, Loss: 0.258 Epoch 25 Batch 137/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.852, Loss: 0.228 Epoch 25 Batch 138/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.852, Loss: 0.241 Epoch 25 Batch 139/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.852, Loss: 0.273 Epoch 25 Batch 140/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.848, Loss: 0.286 Epoch 25 Batch 141/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.256 Epoch 25 Batch 142/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.244 Epoch 25 Batch 143/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.858, Loss: 0.254 Epoch 25 Batch 144/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.864, Loss: 0.305 Epoch 25 Batch 145/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.864, Loss: 0.273 Epoch 25 Batch 146/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.863, Loss: 0.292 Epoch 25 Batch 147/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.863, Loss: 0.290 Epoch 25 Batch 148/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.866, Loss: 0.267 Epoch 25 Batch 149/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.272 Epoch 25 Batch 150/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.865, Loss: 0.261 Epoch 25 Batch 151/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.864, Loss: 0.250 Epoch 25 Batch 152/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.861, Loss: 0.295 Epoch 25 Batch 153/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.864, Loss: 0.274 Epoch 25 Batch 154/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.865, Loss: 0.275 Epoch 25 Batch 155/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.866, Loss: 0.255 Epoch 25 Batch 156/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.871, Loss: 0.247 Epoch 25 Batch 157/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.870, Loss: 0.263 Epoch 25 Batch 158/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.870, Loss: 0.285 Epoch 25 Batch 159/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.870, Loss: 0.218 Epoch 25 Batch 160/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.870, Loss: 0.233 Epoch 25 Batch 161/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.868, Loss: 0.263 Epoch 25 Batch 162/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.869, Loss: 0.286 Epoch 25 Batch 163/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.869, Loss: 0.291 Epoch 25 Batch 164/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.869, Loss: 0.280 Epoch 25 Batch 165/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.868, Loss: 0.246 Epoch 25 Batch 166/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.861, Loss: 0.287 Epoch 25 Batch 167/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.862, Loss: 0.264 Epoch 25 Batch 168/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.858, Loss: 0.292 Epoch 25 Batch 169/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.862, Loss: 0.280 Epoch 25 Batch 170/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.851, Loss: 0.283 Epoch 25 Batch 171/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.249 Epoch 25 Batch 172/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.853, Loss: 0.234 Epoch 25 Batch 173/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.853, Loss: 0.264 Epoch 25 Batch 174/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.853, Loss: 0.264 Epoch 25 Batch 175/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.852, Loss: 0.259 Epoch 25 Batch 176/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.853, Loss: 0.270 Epoch 25 Batch 177/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.853, Loss: 0.292 Epoch 25 Batch 178/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.849, Loss: 0.257 Epoch 25 Batch 179/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.849, Loss: 0.260 Epoch 25 Batch 180/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.850, Loss: 0.248 Epoch 25 Batch 181/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.857, Loss: 0.289 Epoch 25 Batch 182/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.855, Loss: 0.278 Epoch 25 Batch 183/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.854, Loss: 0.270 Epoch 25 Batch 184/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.860, Loss: 0.248 Epoch 25 Batch 185/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.858, Loss: 0.261 Epoch 25 Batch 186/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.862, Loss: 0.259 Epoch 25 Batch 187/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.862, Loss: 0.250 Epoch 25 Batch 188/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.256 Epoch 25 Batch 189/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.854, Loss: 0.262 Epoch 25 Batch 190/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.861, Loss: 0.257 Epoch 25 Batch 191/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.863, Loss: 0.230 Epoch 25 Batch 192/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.863, Loss: 0.284 Epoch 25 Batch 193/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.867, Loss: 0.263 Epoch 25 Batch 194/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.229 Epoch 25 Batch 195/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.864, Loss: 0.240 Epoch 25 Batch 196/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.272 Epoch 25 Batch 197/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.862, Loss: 0.252 Epoch 25 Batch 198/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.260 Epoch 25 Batch 199/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.864, Loss: 0.245 Epoch 25 Batch 200/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.857, Loss: 0.260 Epoch 25 Batch 201/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.853, Loss: 0.230 Epoch 25 Batch 202/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.859, Loss: 0.275 Epoch 25 Batch 203/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.862, Loss: 0.249 Epoch 25 Batch 204/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.861, Loss: 0.307 Epoch 25 Batch 205/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.866, Loss: 0.266 Epoch 25 Batch 206/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.870, Loss: 0.246 Epoch 25 Batch 207/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.871, Loss: 0.250 Epoch 25 Batch 208/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.874, Loss: 0.280 Epoch 25 Batch 209/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.874, Loss: 0.218 Epoch 25 Batch 210/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.874, Loss: 0.264 Epoch 25 Batch 211/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.870, Loss: 0.269 Epoch 25 Batch 212/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.883, Loss: 0.246 Epoch 25 Batch 213/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.882, Loss: 0.233 Epoch 25 Batch 214/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.881, Loss: 0.237 Epoch 25 Batch 215/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.881, Loss: 0.289 Epoch 25 Batch 216/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.880, Loss: 0.264 Epoch 25 Batch 217/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.876, Loss: 0.261 Epoch 25 Batch 218/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.875, Loss: 0.307 Epoch 25 Batch 219/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.869, Loss: 0.247 Epoch 25 Batch 220/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.868, Loss: 0.251 Epoch 25 Batch 221/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.257 Epoch 25 Batch 222/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.873, Loss: 0.274 Epoch 25 Batch 223/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.877, Loss: 0.222 Epoch 25 Batch 224/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.883, Loss: 0.273 Epoch 25 Batch 225/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.878, Loss: 0.273 Epoch 25 Batch 226/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.881, Loss: 0.243 Epoch 25 Batch 227/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.876, Loss: 0.288 Epoch 25 Batch 228/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.880, Loss: 0.246 Epoch 25 Batch 229/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.876, Loss: 0.261 Epoch 25 Batch 230/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.876, Loss: 0.230 Epoch 25 Batch 231/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.872, Loss: 0.273 Epoch 25 Batch 232/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.256 Epoch 25 Batch 233/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.872, Loss: 0.298 Epoch 25 Batch 234/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.870, Loss: 0.266 Epoch 25 Batch 235/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.870, Loss: 0.258 Epoch 25 Batch 236/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.868, Loss: 0.281 Epoch 25 Batch 237/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.867, Loss: 0.239 Epoch 25 Batch 238/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.869, Loss: 0.260 Epoch 25 Batch 239/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.874, Loss: 0.229 Epoch 25 Batch 240/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.874, Loss: 0.232 Epoch 25 Batch 241/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.874, Loss: 0.236 Epoch 25 Batch 242/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.871, Loss: 0.249 Epoch 25 Batch 243/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.870, Loss: 0.279 Epoch 25 Batch 244/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.868, Loss: 0.266 Epoch 25 Batch 245/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.868, Loss: 0.236 Epoch 25 Batch 246/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.262 Epoch 25 Batch 247/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.871, Loss: 0.248 Epoch 25 Batch 248/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.879, Loss: 0.251 Epoch 25 Batch 249/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.878, Loss: 0.263 Epoch 25 Batch 250/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.874, Loss: 0.232 Epoch 25 Batch 251/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.879, Loss: 0.264 Epoch 25 Batch 252/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.874, Loss: 0.269 Epoch 25 Batch 253/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.874, Loss: 0.245 Epoch 25 Batch 254/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.873, Loss: 0.257 Epoch 25 Batch 255/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.873, Loss: 0.283 Epoch 25 Batch 256/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.875, Loss: 0.306 Epoch 25 Batch 257/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.875, Loss: 0.256 Epoch 25 Batch 258/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.871, Loss: 0.256 Epoch 25 Batch 259/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.872, Loss: 0.250 Epoch 25 Batch 260/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.868, Loss: 0.226 Epoch 25 Batch 261/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.868, Loss: 0.253 Epoch 25 Batch 262/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.872, Loss: 0.241 Epoch 25 Batch 263/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.868, Loss: 0.232 Epoch 25 Batch 264/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.258 Epoch 25 Batch 265/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.865, Loss: 0.245 Epoch 25 Batch 266/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.865, Loss: 0.255 Epoch 25 Batch 267/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.870, Loss: 0.245 Epoch 25 Batch 268/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.872, Loss: 0.266 Epoch 25 Batch 269/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.871, Loss: 0.290 Epoch 25 Batch 270/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.874, Loss: 0.265 Epoch 25 Batch 271/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.869, Loss: 0.239 Epoch 25 Batch 272/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.860, Loss: 0.314 Epoch 25 Batch 273/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.860, Loss: 0.246 Epoch 25 Batch 274/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.861, Loss: 0.246 Epoch 25 Batch 275/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.875, Loss: 0.245 Epoch 25 Batch 276/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.875, Loss: 0.294 Epoch 25 Batch 277/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.869, Loss: 0.227 Epoch 25 Batch 278/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.859, Loss: 0.288 Epoch 25 Batch 279/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.858, Loss: 0.313 Epoch 25 Batch 280/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.857, Loss: 0.273 Epoch 25 Batch 281/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.861, Loss: 0.281 Epoch 25 Batch 282/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.282 Epoch 25 Batch 283/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.862, Loss: 0.257 Epoch 25 Batch 284/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.868, Loss: 0.284 Epoch 25 Batch 285/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.867, Loss: 0.262 Epoch 25 Batch 286/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.873, Loss: 0.239 Epoch 25 Batch 287/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.867, Loss: 0.265 Epoch 25 Batch 288/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.861, Loss: 0.274 Epoch 25 Batch 289/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.862, Loss: 0.258 Epoch 25 Batch 290/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.305 Epoch 25 Batch 291/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.854, Loss: 0.271 Epoch 25 Batch 292/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.858, Loss: 0.268 Epoch 25 Batch 293/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.858, Loss: 0.282 Epoch 25 Batch 294/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.858, Loss: 0.263 Epoch 25 Batch 295/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.260 Epoch 25 Batch 296/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.862, Loss: 0.258 Epoch 25 Batch 297/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.857, Loss: 0.279 Epoch 25 Batch 298/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.270 Epoch 25 Batch 299/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.863, Loss: 0.255 Epoch 25 Batch 300/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.863, Loss: 0.257 Epoch 25 Batch 301/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.865, Loss: 0.239 Epoch 25 Batch 302/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.872, Loss: 0.240 Epoch 25 Batch 303/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.877, Loss: 0.270 Epoch 25 Batch 304/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.873, Loss: 0.232 Epoch 25 Batch 305/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.873, Loss: 0.249 Epoch 25 Batch 306/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.262 Epoch 25 Batch 307/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.870, Loss: 0.270 Epoch 25 Batch 308/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.865, Loss: 0.274 Epoch 25 Batch 309/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.870, Loss: 0.237 Epoch 25 Batch 310/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.869, Loss: 0.268 Epoch 25 Batch 311/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.869, Loss: 0.248 Epoch 25 Batch 312/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.868, Loss: 0.300 Epoch 25 Batch 313/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.868, Loss: 0.243 Epoch 25 Batch 314/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.867, Loss: 0.268 Epoch 25 Batch 315/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.866, Loss: 0.244 Epoch 25 Batch 316/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.240 Epoch 25 Batch 317/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.295 Epoch 25 Batch 318/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.868, Loss: 0.248 Epoch 25 Batch 319/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.865, Loss: 0.267 Epoch 25 Batch 320/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.275 Epoch 25 Batch 321/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.864, Loss: 0.258 Epoch 25 Batch 322/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.864, Loss: 0.246 Epoch 25 Batch 323/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.870, Loss: 0.263 Epoch 25 Batch 324/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.871, Loss: 0.255 Epoch 25 Batch 325/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.867, Loss: 0.249 Epoch 25 Batch 326/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.866, Loss: 0.236 Epoch 25 Batch 327/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.866, Loss: 0.290 Epoch 25 Batch 328/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.867, Loss: 0.262 Epoch 25 Batch 329/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.867, Loss: 0.288 Epoch 25 Batch 330/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.866, Loss: 0.252 Epoch 25 Batch 331/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.871, Loss: 0.281 Epoch 25 Batch 332/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.870, Loss: 0.225 Epoch 25 Batch 333/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.870, Loss: 0.249 Epoch 25 Batch 334/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.871, Loss: 0.248 Epoch 25 Batch 335/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.862, Loss: 0.243 Epoch 25 Batch 336/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.863, Loss: 0.288 Epoch 25 Batch 337/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.863, Loss: 0.265 Epoch 25 Batch 338/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.863, Loss: 0.293 Epoch 25 Batch 339/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.863, Loss: 0.247 Epoch 25 Batch 340/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.864, Loss: 0.262 Epoch 25 Batch 341/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.863, Loss: 0.294 Epoch 25 Batch 342/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.862, Loss: 0.248 Epoch 25 Batch 343/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.863, Loss: 0.270 Epoch 25 Batch 344/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.867, Loss: 0.247 Epoch 25 Batch 345/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.257 Epoch 25 Batch 346/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.861, Loss: 0.261 Epoch 25 Batch 347/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.863, Loss: 0.236 Epoch 25 Batch 348/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.867, Loss: 0.240 Epoch 25 Batch 349/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.872, Loss: 0.250 Epoch 25 Batch 350/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.872, Loss: 0.296 Epoch 25 Batch 351/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.873, Loss: 0.264 Epoch 25 Batch 352/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.870, Loss: 0.243 Epoch 25 Batch 353/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.867, Loss: 0.289 Epoch 25 Batch 354/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.860, Loss: 0.276 Epoch 25 Batch 355/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.860, Loss: 0.270 Epoch 25 Batch 356/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.861, Loss: 0.249 Epoch 25 Batch 357/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.242 Epoch 25 Batch 358/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.863, Loss: 0.275 Epoch 25 Batch 359/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.863, Loss: 0.263 Epoch 25 Batch 360/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.860, Loss: 0.266 Epoch 25 Batch 361/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.271 Epoch 25 Batch 362/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.854, Loss: 0.269 Epoch 25 Batch 363/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.850, Loss: 0.289 Epoch 25 Batch 364/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.851, Loss: 0.296 Epoch 25 Batch 365/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.853, Loss: 0.243 Epoch 25 Batch 366/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.861, Loss: 0.258 Epoch 25 Batch 367/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.861, Loss: 0.232 Epoch 25 Batch 368/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.870, Loss: 0.275 Epoch 25 Batch 369/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.869, Loss: 0.260 Epoch 25 Batch 370/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.867, Loss: 0.247 Epoch 25 Batch 371/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.868, Loss: 0.271 Epoch 25 Batch 372/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.868, Loss: 0.235 Epoch 25 Batch 373/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.859, Loss: 0.233 Epoch 25 Batch 374/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.860, Loss: 0.273 Epoch 25 Batch 375/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.866, Loss: 0.247 Epoch 25 Batch 376/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.872, Loss: 0.258 Epoch 25 Batch 377/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.866, Loss: 0.265 Epoch 25 Batch 378/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.870, Loss: 0.242 Epoch 25 Batch 379/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.870, Loss: 0.281 Epoch 25 Batch 380/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.869, Loss: 0.261 Epoch 25 Batch 381/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.868, Loss: 0.277 Epoch 25 Batch 382/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.868, Loss: 0.305 Epoch 25 Batch 383/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.868, Loss: 0.248 Epoch 25 Batch 384/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.255 Epoch 25 Batch 385/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.256 Epoch 25 Batch 386/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.860, Loss: 0.244 Epoch 25 Batch 387/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.862, Loss: 0.248 Epoch 25 Batch 388/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.860, Loss: 0.262 Epoch 25 Batch 389/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.862, Loss: 0.264 Epoch 25 Batch 390/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.866, Loss: 0.282 Epoch 25 Batch 391/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.866, Loss: 0.264 Epoch 25 Batch 392/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.864, Loss: 0.268 Epoch 25 Batch 393/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.865, Loss: 0.248 Epoch 25 Batch 394/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.861, Loss: 0.257 Epoch 25 Batch 395/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.865, Loss: 0.258 Epoch 25 Batch 396/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.265 Epoch 25 Batch 397/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.250 Epoch 25 Batch 398/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.868, Loss: 0.280 Epoch 25 Batch 399/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.863, Loss: 0.269 Epoch 25 Batch 400/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.280 Epoch 25 Batch 401/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.859, Loss: 0.266 Epoch 25 Batch 402/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.254 Epoch 25 Batch 403/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.860, Loss: 0.312 Epoch 25 Batch 404/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.861, Loss: 0.253 Epoch 25 Batch 405/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.860, Loss: 0.265 Epoch 25 Batch 406/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.864, Loss: 0.252 Epoch 25 Batch 407/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.863, Loss: 0.290 Epoch 25 Batch 408/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.862, Loss: 0.265 Epoch 25 Batch 409/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.860, Loss: 0.290 Epoch 25 Batch 410/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.856, Loss: 0.277 Epoch 25 Batch 411/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.852, Loss: 0.261 Epoch 25 Batch 412/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.855, Loss: 0.242 Epoch 25 Batch 413/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.248 Epoch 25 Batch 414/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.843, Loss: 0.276 Epoch 25 Batch 415/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.846, Loss: 0.266 Epoch 25 Batch 416/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.846, Loss: 0.255 Epoch 25 Batch 417/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.855, Loss: 0.321 Epoch 25 Batch 418/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.856, Loss: 0.261 Epoch 25 Batch 419/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.856, Loss: 0.255 Epoch 25 Batch 420/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.863, Loss: 0.248 Epoch 25 Batch 421/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.857, Loss: 0.288 Epoch 25 Batch 422/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.851, Loss: 0.253 Epoch 25 Batch 423/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.856, Loss: 0.285 Epoch 25 Batch 424/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.847, Loss: 0.278 Epoch 25 Batch 425/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.847, Loss: 0.235 Epoch 25 Batch 426/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.847, Loss: 0.298 Epoch 25 Batch 427/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.851, Loss: 0.262 Epoch 25 Batch 428/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.854, Loss: 0.262 Epoch 25 Batch 429/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.856, Loss: 0.257 Epoch 25 Batch 430/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.851, Loss: 0.233 Epoch 25 Batch 431/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.849, Loss: 0.238 Epoch 25 Batch 432/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.849, Loss: 0.268 Epoch 25 Batch 433/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.853, Loss: 0.266 Epoch 25 Batch 434/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.263 Epoch 25 Batch 435/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.857, Loss: 0.268 Epoch 25 Batch 436/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.857, Loss: 0.261 Epoch 25 Batch 437/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.857, Loss: 0.255 Epoch 25 Batch 438/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.261 Epoch 25 Batch 439/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.856, Loss: 0.291 Epoch 25 Batch 440/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.277 Epoch 25 Batch 441/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.853, Loss: 0.251 Epoch 25 Batch 442/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.853, Loss: 0.256 Epoch 25 Batch 443/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.853, Loss: 0.240 Epoch 25 Batch 444/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.854, Loss: 0.238 Epoch 25 Batch 445/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.850, Loss: 0.271 Epoch 25 Batch 446/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.857, Loss: 0.214 Epoch 25 Batch 447/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.257 Epoch 25 Batch 448/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.853, Loss: 0.280 Epoch 25 Batch 449/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.847, Loss: 0.276 Epoch 25 Batch 450/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.847, Loss: 0.267 Epoch 25 Batch 451/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.846, Loss: 0.253 Epoch 25 Batch 452/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.846, Loss: 0.277 Epoch 25 Batch 453/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.845, Loss: 0.251 Epoch 25 Batch 454/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.848, Loss: 0.260 Epoch 25 Batch 455/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.857, Loss: 0.264 Epoch 25 Batch 456/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.853, Loss: 0.261 Epoch 25 Batch 457/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.858, Loss: 0.248 Epoch 25 Batch 458/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.275 Epoch 25 Batch 459/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.859, Loss: 0.251 Epoch 25 Batch 460/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.852, Loss: 0.273 Epoch 25 Batch 461/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.849, Loss: 0.267 Epoch 25 Batch 462/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.859, Loss: 0.267 Epoch 25 Batch 463/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.855, Loss: 0.272 Epoch 25 Batch 464/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.855, Loss: 0.260 Epoch 25 Batch 465/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.860, Loss: 0.279 Epoch 25 Batch 466/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.860, Loss: 0.248 Epoch 25 Batch 467/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.859, Loss: 0.272 Epoch 25 Batch 468/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.863, Loss: 0.270 Epoch 25 Batch 469/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.865, Loss: 0.272 Epoch 25 Batch 470/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.874, Loss: 0.278 Epoch 25 Batch 471/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.857, Loss: 0.249 Epoch 25 Batch 472/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.854, Loss: 0.239 Epoch 25 Batch 473/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.858, Loss: 0.298 Epoch 25 Batch 474/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.860, Loss: 0.270 Epoch 25 Batch 475/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.859, Loss: 0.250 Epoch 25 Batch 476/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.859, Loss: 0.242 Epoch 25 Batch 477/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.853, Loss: 0.256 Epoch 25 Batch 478/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.272 Epoch 25 Batch 479/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.856, Loss: 0.270 Epoch 25 Batch 480/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.855, Loss: 0.263 Epoch 25 Batch 481/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.857, Loss: 0.247 Epoch 25 Batch 482/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.870, Loss: 0.271 Epoch 25 Batch 483/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.263 Epoch 25 Batch 484/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.872, Loss: 0.282 Epoch 25 Batch 485/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.265 Epoch 25 Batch 486/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.873, Loss: 0.252 Epoch 25 Batch 487/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.867, Loss: 0.263 Epoch 25 Batch 488/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.865, Loss: 0.263 Epoch 25 Batch 489/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.854, Loss: 0.251 Epoch 25 Batch 490/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.853, Loss: 0.271 Epoch 25 Batch 491/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.275 Epoch 25 Batch 492/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.850, Loss: 0.276 Epoch 25 Batch 493/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.857, Loss: 0.244 Epoch 25 Batch 494/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.857, Loss: 0.253 Epoch 25 Batch 495/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.858, Loss: 0.251 Epoch 25 Batch 496/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.862, Loss: 0.269 Epoch 25 Batch 497/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.862, Loss: 0.289 Epoch 25 Batch 498/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.863, Loss: 0.267 Epoch 25 Batch 499/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.854, Loss: 0.229 Epoch 25 Batch 500/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.858, Loss: 0.239 Epoch 25 Batch 501/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.274 Epoch 25 Batch 502/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.856, Loss: 0.263 Epoch 25 Batch 503/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.858, Loss: 0.261 Epoch 25 Batch 504/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.862, Loss: 0.271 Epoch 25 Batch 505/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.862, Loss: 0.218 Epoch 25 Batch 506/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.857, Loss: 0.252 Epoch 25 Batch 507/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.864, Loss: 0.241 Epoch 25 Batch 508/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.866, Loss: 0.246 Epoch 25 Batch 509/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.868, Loss: 0.272 Epoch 25 Batch 510/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.868, Loss: 0.244 Epoch 25 Batch 511/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.859, Loss: 0.276 Epoch 25 Batch 512/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.858, Loss: 0.263 Epoch 25 Batch 513/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.865, Loss: 0.286 Epoch 25 Batch 514/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.864, Loss: 0.262 Epoch 25 Batch 515/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.868, Loss: 0.270 Epoch 25 Batch 516/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.868, Loss: 0.230 Epoch 25 Batch 517/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.258 Epoch 25 Batch 518/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.863, Loss: 0.239 Epoch 25 Batch 519/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.859, Loss: 0.284 Epoch 25 Batch 520/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.858, Loss: 0.225 Epoch 25 Batch 521/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.858, Loss: 0.243 Epoch 25 Batch 522/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.852, Loss: 0.302 Epoch 25 Batch 523/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.852, Loss: 0.262 Epoch 25 Batch 524/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.869, Loss: 0.259 Epoch 25 Batch 525/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.873, Loss: 0.261 Epoch 25 Batch 526/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.867, Loss: 0.247 Epoch 25 Batch 527/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.868, Loss: 0.258 Epoch 25 Batch 528/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.860, Loss: 0.243 Epoch 25 Batch 529/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.860, Loss: 0.258 Epoch 25 Batch 530/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.864, Loss: 0.268 Epoch 25 Batch 531/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.864, Loss: 0.251 Epoch 25 Batch 532/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.864, Loss: 0.282 Epoch 25 Batch 533/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.864, Loss: 0.297 Epoch 25 Batch 534/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.859, Loss: 0.263 Epoch 25 Batch 535/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.857, Loss: 0.260 Epoch 25 Batch 536/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.857, Loss: 0.240 Epoch 25 Batch 537/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.861, Loss: 0.260 Epoch 25 Batch 538/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.858, Loss: 0.216 Epoch 25 Batch 539/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.864, Loss: 0.290 Epoch 25 Batch 540/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.233 Epoch 25 Batch 541/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.859, Loss: 0.247 Epoch 25 Batch 542/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.872, Loss: 0.272 Epoch 25 Batch 543/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.867, Loss: 0.267 Epoch 25 Batch 544/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.256 Epoch 25 Batch 545/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.863, Loss: 0.276 Epoch 25 Batch 546/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.864, Loss: 0.282 Epoch 25 Batch 547/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.863, Loss: 0.231 Epoch 25 Batch 548/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.858, Loss: 0.289 Epoch 25 Batch 549/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.857, Loss: 0.300 Epoch 25 Batch 550/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.860, Loss: 0.267 Epoch 25 Batch 551/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.860, Loss: 0.270 Epoch 25 Batch 552/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.273 Epoch 25 Batch 553/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.860, Loss: 0.270 Epoch 25 Batch 554/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.860, Loss: 0.257 Epoch 25 Batch 555/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.861, Loss: 0.261 Epoch 25 Batch 556/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.862, Loss: 0.235 Epoch 25 Batch 557/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.871, Loss: 0.257 Epoch 25 Batch 558/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.240 Epoch 25 Batch 559/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.875, Loss: 0.265 Epoch 25 Batch 560/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.281 Epoch 25 Batch 561/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.871, Loss: 0.233 Epoch 25 Batch 562/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.867, Loss: 0.242 Epoch 25 Batch 563/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.866, Loss: 0.274 Epoch 25 Batch 564/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.866, Loss: 0.268 Epoch 25 Batch 565/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.866, Loss: 0.296 Epoch 25 Batch 566/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.303 Epoch 25 Batch 567/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.866, Loss: 0.293 Epoch 25 Batch 568/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.245 Epoch 25 Batch 569/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.859, Loss: 0.264 Epoch 25 Batch 570/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.861, Loss: 0.289 Epoch 25 Batch 571/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.861, Loss: 0.228 Epoch 25 Batch 572/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.862, Loss: 0.240 Epoch 25 Batch 573/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.866, Loss: 0.287 Epoch 25 Batch 574/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.859, Loss: 0.252 Epoch 25 Batch 575/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.859, Loss: 0.256 Epoch 25 Batch 576/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.258 Epoch 25 Batch 577/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.856, Loss: 0.269 Epoch 25 Batch 578/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.861, Loss: 0.280 Epoch 25 Batch 579/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.234 Epoch 25 Batch 580/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.865, Loss: 0.240 Epoch 25 Batch 581/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.232 Epoch 25 Batch 582/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.869, Loss: 0.239 Epoch 25 Batch 583/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.865, Loss: 0.290 Epoch 25 Batch 584/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.867, Loss: 0.247 Epoch 25 Batch 585/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.864, Loss: 0.230 Epoch 25 Batch 586/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.864, Loss: 0.262 Epoch 25 Batch 587/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.859, Loss: 0.244 Epoch 25 Batch 588/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.858, Loss: 0.268 Epoch 25 Batch 589/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.856, Loss: 0.243 Epoch 25 Batch 590/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.856, Loss: 0.265 Epoch 25 Batch 591/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.847, Loss: 0.246 Epoch 25 Batch 592/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.846, Loss: 0.280 Epoch 25 Batch 593/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.844, Loss: 0.254 Epoch 25 Batch 594/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.851, Loss: 0.252 Epoch 25 Batch 595/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.852, Loss: 0.269 Epoch 25 Batch 596/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.856, Loss: 0.267 Epoch 25 Batch 597/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.856, Loss: 0.260 Epoch 25 Batch 598/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.855, Loss: 0.246 Epoch 25 Batch 599/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.858, Loss: 0.323 Epoch 25 Batch 600/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.858, Loss: 0.255 Epoch 25 Batch 601/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.866, Loss: 0.266 Epoch 25 Batch 602/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.866, Loss: 0.274 Epoch 25 Batch 603/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.863, Loss: 0.261 Epoch 25 Batch 604/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.868, Loss: 0.268 Epoch 25 Batch 605/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.864, Loss: 0.273 Epoch 25 Batch 606/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.862, Loss: 0.229 Epoch 25 Batch 607/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.261 Epoch 25 Batch 608/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.862, Loss: 0.272 Epoch 25 Batch 609/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.863, Loss: 0.267 Epoch 25 Batch 610/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.867, Loss: 0.264 Epoch 25 Batch 611/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.862, Loss: 0.273 Epoch 25 Batch 612/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.862, Loss: 0.246 Epoch 25 Batch 613/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.865, Loss: 0.287 Epoch 25 Batch 614/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.241 Epoch 25 Batch 615/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.860, Loss: 0.254 Epoch 25 Batch 616/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.272 Epoch 25 Batch 617/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.857, Loss: 0.253 Epoch 25 Batch 618/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.859, Loss: 0.252 Epoch 25 Batch 619/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.868, Loss: 0.257 Epoch 25 Batch 620/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.860, Loss: 0.244 Epoch 25 Batch 621/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.860, Loss: 0.251 Epoch 25 Batch 622/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.860, Loss: 0.257 Epoch 25 Batch 623/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.864, Loss: 0.271 Epoch 25 Batch 624/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.865, Loss: 0.245 Epoch 25 Batch 625/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.865, Loss: 0.266 Epoch 25 Batch 626/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.865, Loss: 0.226 Epoch 25 Batch 627/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.860, Loss: 0.255 Epoch 25 Batch 628/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.864, Loss: 0.286 Epoch 25 Batch 629/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.862, Loss: 0.267 Epoch 25 Batch 630/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.861, Loss: 0.256 Epoch 25 Batch 631/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.866, Loss: 0.269 Epoch 25 Batch 632/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.255 Epoch 25 Batch 633/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.862, Loss: 0.261 Epoch 25 Batch 634/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.858, Loss: 0.230 Epoch 25 Batch 635/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.858, Loss: 0.281 Epoch 25 Batch 636/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.857, Loss: 0.252 Epoch 25 Batch 637/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.863, Loss: 0.272 Epoch 25 Batch 638/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.860, Loss: 0.246 Epoch 25 Batch 639/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.861, Loss: 0.272 Epoch 25 Batch 640/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.864, Loss: 0.236 Epoch 25 Batch 641/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.866, Loss: 0.256 Epoch 25 Batch 642/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.863, Loss: 0.270 Epoch 25 Batch 643/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.867, Loss: 0.250 Epoch 25 Batch 644/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.859, Loss: 0.248 Epoch 25 Batch 645/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.862, Loss: 0.273 Epoch 25 Batch 646/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.250 Epoch 25 Batch 647/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.868, Loss: 0.274 Epoch 25 Batch 648/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.235 Epoch 25 Batch 649/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.864, Loss: 0.271 Epoch 25 Batch 650/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.872, Loss: 0.255 Epoch 25 Batch 651/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.869, Loss: 0.260 Epoch 25 Batch 652/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.869, Loss: 0.272 Epoch 25 Batch 653/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.282 Epoch 25 Batch 654/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.868, Loss: 0.244 Epoch 25 Batch 655/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.868, Loss: 0.287 Epoch 25 Batch 656/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.870, Loss: 0.263 Epoch 25 Batch 657/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.870, Loss: 0.300 Epoch 25 Batch 658/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.868, Loss: 0.236 Epoch 25 Batch 659/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.866, Loss: 0.274 Epoch 25 Batch 660/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.863, Loss: 0.273 Epoch 25 Batch 661/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.862, Loss: 0.242 Epoch 25 Batch 662/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.862, Loss: 0.231 Epoch 25 Batch 663/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.231 Epoch 25 Batch 664/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.864, Loss: 0.259 Epoch 25 Batch 665/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.864, Loss: 0.254 Epoch 25 Batch 666/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.864, Loss: 0.268 Epoch 25 Batch 667/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.866, Loss: 0.285 Epoch 25 Batch 668/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.261 Epoch 25 Batch 669/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.242 Epoch 25 Batch 670/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.870, Loss: 0.242 Epoch 25 Batch 671/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.872, Loss: 0.291 Epoch 25 Batch 672/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.869, Loss: 0.245 Epoch 25 Batch 673/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.868, Loss: 0.245 Epoch 25 Batch 674/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.860, Loss: 0.264 Epoch 25 Batch 675/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.859, Loss: 0.279 Epoch 25 Batch 676/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.858, Loss: 0.271 Epoch 25 Batch 677/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.866, Loss: 0.273 Epoch 25 Batch 678/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.868, Loss: 0.234 Epoch 25 Batch 679/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.868, Loss: 0.258 Epoch 25 Batch 680/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.869, Loss: 0.247 Epoch 25 Batch 681/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.869, Loss: 0.259 Epoch 25 Batch 682/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.864, Loss: 0.246 Epoch 25 Batch 683/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.865, Loss: 0.246 Epoch 25 Batch 684/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.860, Loss: 0.261 Epoch 25 Batch 685/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.858, Loss: 0.268 Epoch 25 Batch 686/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.855, Loss: 0.261 Epoch 25 Batch 687/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.855, Loss: 0.282 Epoch 25 Batch 688/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.855, Loss: 0.253 Epoch 25 Batch 689/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.854, Loss: 0.232 Epoch 25 Batch 690/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.854, Loss: 0.261 Epoch 25 Batch 691/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.857, Loss: 0.279 Epoch 25 Batch 692/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.862, Loss: 0.257 Epoch 25 Batch 693/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.861, Loss: 0.292 Epoch 25 Batch 694/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.862, Loss: 0.269 Epoch 25 Batch 695/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.861, Loss: 0.238 Epoch 25 Batch 696/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.862, Loss: 0.276 Epoch 25 Batch 697/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.862, Loss: 0.241 Epoch 25 Batch 698/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.263 Epoch 25 Batch 699/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.866, Loss: 0.239 Epoch 25 Batch 700/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.870, Loss: 0.227 Epoch 25 Batch 701/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.868, Loss: 0.261 Epoch 25 Batch 702/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.281 Epoch 25 Batch 703/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.864, Loss: 0.273 Epoch 25 Batch 704/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.863, Loss: 0.290 Epoch 25 Batch 705/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.866, Loss: 0.276 Epoch 25 Batch 706/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.863, Loss: 0.299 Epoch 25 Batch 707/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.864, Loss: 0.252 Epoch 25 Batch 708/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.864, Loss: 0.276 Epoch 25 Batch 709/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.864, Loss: 0.278 Epoch 25 Batch 710/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.863, Loss: 0.232 Epoch 25 Batch 711/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.864, Loss: 0.301 Epoch 25 Batch 712/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.868, Loss: 0.259 Epoch 25 Batch 713/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.863, Loss: 0.254 Epoch 25 Batch 714/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.863, Loss: 0.244 Epoch 25 Batch 715/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.864, Loss: 0.283 Epoch 25 Batch 716/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.860, Loss: 0.235 Epoch 25 Batch 717/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.860, Loss: 0.258 Epoch 25 Batch 718/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.858, Loss: 0.249 Epoch 25 Batch 719/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.858, Loss: 0.251 Epoch 25 Batch 720/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.867, Loss: 0.298 Epoch 25 Batch 721/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.867, Loss: 0.268 Epoch 25 Batch 722/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.868, Loss: 0.243 Epoch 25 Batch 723/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.872, Loss: 0.259 Epoch 25 Batch 724/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.259 Epoch 25 Batch 725/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.867, Loss: 0.245 Epoch 25 Batch 726/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.869, Loss: 0.249 Epoch 25 Batch 727/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.869, Loss: 0.245 Epoch 25 Batch 728/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.869, Loss: 0.263 Epoch 25 Batch 729/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.870, Loss: 0.266 Epoch 25 Batch 730/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.870, Loss: 0.267 Epoch 25 Batch 731/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.871, Loss: 0.255 Epoch 25 Batch 732/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.871, Loss: 0.268 Epoch 25 Batch 733/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.870, Loss: 0.267 Epoch 25 Batch 734/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.871, Loss: 0.281 Epoch 25 Batch 735/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.871, Loss: 0.249 Epoch 25 Batch 736/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.862, Loss: 0.259 Epoch 25 Batch 737/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.863, Loss: 0.284 Epoch 25 Batch 738/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.867, Loss: 0.226 Epoch 25 Batch 739/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.866, Loss: 0.256 Epoch 25 Batch 740/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.861, Loss: 0.261 Epoch 25 Batch 741/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.865, Loss: 0.262 Epoch 25 Batch 742/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.865, Loss: 0.258 Epoch 25 Batch 743/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.866, Loss: 0.268 Epoch 25 Batch 744/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.863, Loss: 0.243 Epoch 25 Batch 745/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.863, Loss: 0.263 Epoch 25 Batch 746/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.863, Loss: 0.261 Epoch 25 Batch 747/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.863, Loss: 0.228 Epoch 25 Batch 748/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.866, Loss: 0.244 Epoch 25 Batch 749/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.866, Loss: 0.270 Epoch 25 Batch 750/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.866, Loss: 0.253 Epoch 25 Batch 751/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.863, Loss: 0.271 Epoch 25 Batch 752/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.866, Loss: 0.249 Epoch 25 Batch 753/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.863, Loss: 0.250 Epoch 25 Batch 754/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.862, Loss: 0.282 Epoch 25 Batch 755/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.247 Epoch 25 Batch 756/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.866, Loss: 0.250 Epoch 25 Batch 757/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.862, Loss: 0.279 Epoch 25 Batch 758/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.862, Loss: 0.230 Epoch 25 Batch 759/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.862, Loss: 0.230 Epoch 25 Batch 760/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.858, Loss: 0.273 Epoch 25 Batch 761/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.858, Loss: 0.264 Epoch 25 Batch 762/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.861, Loss: 0.233 Epoch 25 Batch 763/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.860, Loss: 0.237 Epoch 25 Batch 764/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.861, Loss: 0.274 Epoch 25 Batch 765/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.853, Loss: 0.270 Epoch 25 Batch 766/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.853, Loss: 0.271 Epoch 25 Batch 767/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.857, Loss: 0.238 Epoch 25 Batch 768/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.861, Loss: 0.242 Epoch 25 Batch 769/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.862, Loss: 0.259 Epoch 25 Batch 770/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.871, Loss: 0.247 Epoch 25 Batch 771/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.875, Loss: 0.267 Epoch 25 Batch 772/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.871, Loss: 0.253 Epoch 25 Batch 773/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.870, Loss: 0.253 Epoch 25 Batch 774/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.274 Epoch 25 Batch 775/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.858, Loss: 0.277 Epoch 25 Batch 776/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.858, Loss: 0.239 Epoch 25 Batch 777/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.862, Loss: 0.260 Epoch 25 Batch 778/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.858, Loss: 0.244 Epoch 25 Batch 779/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.858, Loss: 0.263 Epoch 25 Batch 780/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.860, Loss: 0.300 Epoch 25 Batch 781/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.855, Loss: 0.224 Epoch 25 Batch 782/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.255 Epoch 25 Batch 783/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.864, Loss: 0.258 Epoch 25 Batch 784/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.865, Loss: 0.249 Epoch 25 Batch 785/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.865, Loss: 0.241 Epoch 25 Batch 786/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.862, Loss: 0.251 Epoch 25 Batch 787/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.862, Loss: 0.243 Epoch 25 Batch 788/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.864, Loss: 0.236 Epoch 25 Batch 789/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.864, Loss: 0.273 Epoch 25 Batch 790/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.864, Loss: 0.294 Epoch 25 Batch 791/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.865, Loss: 0.251 Epoch 25 Batch 792/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.865, Loss: 0.261 Epoch 25 Batch 793/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.872, Loss: 0.243 Epoch 25 Batch 794/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.871, Loss: 0.257 Epoch 25 Batch 795/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.871, Loss: 0.280 Epoch 25 Batch 796/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.266 Epoch 25 Batch 797/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.867, Loss: 0.251 Epoch 25 Batch 798/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.866, Loss: 0.255 Epoch 25 Batch 799/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.865, Loss: 0.273 Epoch 25 Batch 800/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.867, Loss: 0.255 Epoch 25 Batch 801/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.265 Epoch 25 Batch 802/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.862, Loss: 0.277 Epoch 25 Batch 803/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.863, Loss: 0.266 Epoch 25 Batch 804/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.862, Loss: 0.259 Epoch 25 Batch 805/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.861, Loss: 0.276 Epoch 25 Batch 806/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.866, Loss: 0.249 Epoch 25 Batch 807/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.866, Loss: 0.242 Epoch 25 Batch 808/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.867, Loss: 0.274 Epoch 25 Batch 809/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.866, Loss: 0.296 Epoch 25 Batch 810/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.863, Loss: 0.227 Epoch 25 Batch 811/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.863, Loss: 0.239 Epoch 25 Batch 812/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.862, Loss: 0.276 Epoch 25 Batch 813/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.862, Loss: 0.262 Epoch 25 Batch 814/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.861, Loss: 0.280 Epoch 25 Batch 815/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.854, Loss: 0.257 Epoch 25 Batch 816/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.855, Loss: 0.272 Epoch 25 Batch 817/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.287 Epoch 25 Batch 818/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.861, Loss: 0.259 Epoch 25 Batch 819/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.864, Loss: 0.237 Epoch 25 Batch 820/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.864, Loss: 0.274 Epoch 25 Batch 821/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.859, Loss: 0.253 Epoch 25 Batch 822/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.858, Loss: 0.260 Epoch 25 Batch 823/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.859, Loss: 0.250 Epoch 25 Batch 824/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.859, Loss: 0.232 Epoch 25 Batch 825/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.865, Loss: 0.248 Epoch 25 Batch 826/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.864, Loss: 0.236 Epoch 25 Batch 827/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.864, Loss: 0.267 Epoch 25 Batch 828/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.864, Loss: 0.256 Epoch 25 Batch 829/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.859, Loss: 0.297 Epoch 25 Batch 830/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.860, Loss: 0.246 Epoch 25 Batch 831/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.859, Loss: 0.249 Epoch 25 Batch 832/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.863, Loss: 0.260 Epoch 25 Batch 833/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.863, Loss: 0.259 Epoch 25 Batch 834/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.862, Loss: 0.263 Epoch 25 Batch 835/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.866, Loss: 0.246 Epoch 25 Batch 836/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.867, Loss: 0.265 Epoch 25 Batch 837/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.868, Loss: 0.307 Epoch 25 Batch 838/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.868, Loss: 0.239 Epoch 25 Batch 839/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.248 Epoch 25 Batch 840/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.865, Loss: 0.254 Epoch 25 Batch 841/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.860, Loss: 0.263 Epoch 25 Batch 842/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.245 Epoch 25 Batch 843/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.865, Loss: 0.275 Epoch 25 Batch 844/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.865, Loss: 0.252 Epoch 25 Batch 845/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.866, Loss: 0.249 Epoch 25 Batch 846/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.866, Loss: 0.253 Epoch 25 Batch 847/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.865, Loss: 0.294 Epoch 25 Batch 848/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.865, Loss: 0.256 Epoch 25 Batch 849/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.863, Loss: 0.253 Epoch 25 Batch 850/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.864, Loss: 0.277 Epoch 25 Batch 851/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.864, Loss: 0.279 Epoch 25 Batch 852/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.864, Loss: 0.293 Epoch 25 Batch 853/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.865, Loss: 0.247 Epoch 25 Batch 854/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.865, Loss: 0.295 Epoch 25 Batch 855/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.865, Loss: 0.267 Epoch 25 Batch 856/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.865, Loss: 0.272 Epoch 25 Batch 857/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.862, Loss: 0.243 Epoch 25 Batch 858/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.863, Loss: 0.236 Epoch 25 Batch 859/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.857, Loss: 0.265 Epoch 25 Batch 860/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.866, Loss: 0.260 Epoch 25 Batch 861/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.867, Loss: 0.258 Epoch 25 Batch 862/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.867, Loss: 0.251 Epoch 25 Batch 863/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.863, Loss: 0.244 Epoch 25 Batch 864/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.863, Loss: 0.251 Epoch 25 Batch 865/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.868, Loss: 0.256 Epoch 25 Batch 866/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.868, Loss: 0.256 Epoch 25 Batch 867/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.868, Loss: 0.310 Epoch 25 Batch 868/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.867, Loss: 0.267 Epoch 25 Batch 869/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.866, Loss: 0.263 Epoch 25 Batch 870/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.866, Loss: 0.284 Epoch 25 Batch 871/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.868, Loss: 0.242 Epoch 25 Batch 872/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.868, Loss: 0.248 Epoch 25 Batch 873/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.866, Loss: 0.261 Epoch 25 Batch 874/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.867, Loss: 0.271 Epoch 25 Batch 875/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.870, Loss: 0.263 Epoch 25 Batch 876/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.865, Loss: 0.239 Epoch 25 Batch 877/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.865, Loss: 0.233 Epoch 25 Batch 878/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.257 Epoch 25 Batch 879/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.865, Loss: 0.252 Epoch 25 Batch 880/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.248 Epoch 25 Batch 881/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.863, Loss: 0.270 Epoch 25 Batch 882/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.863, Loss: 0.272 Epoch 25 Batch 883/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.863, Loss: 0.305 Epoch 25 Batch 884/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.860, Loss: 0.251 Epoch 25 Batch 885/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.871, Loss: 0.229 Epoch 25 Batch 886/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.867, Loss: 0.267 Epoch 25 Batch 887/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.872, Loss: 0.273 Epoch 25 Batch 888/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.867, Loss: 0.244 Epoch 25 Batch 889/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.863, Loss: 0.261 Epoch 25 Batch 890/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.862, Loss: 0.243 Epoch 25 Batch 891/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.862, Loss: 0.270 Epoch 25 Batch 892/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.863, Loss: 0.248 Epoch 25 Batch 893/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.863, Loss: 0.275 Epoch 25 Batch 894/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.862, Loss: 0.218 Epoch 25 Batch 895/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.857, Loss: 0.258 Epoch 25 Batch 896/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.856, Loss: 0.281 Epoch 25 Batch 897/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.861, Loss: 0.226 Epoch 25 Batch 898/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.862, Loss: 0.221 Epoch 25 Batch 899/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.861, Loss: 0.257 Epoch 25 Batch 900/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.862, Loss: 0.279 Epoch 25 Batch 901/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.865, Loss: 0.257 Epoch 25 Batch 902/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.862, Loss: 0.262 Epoch 25 Batch 903/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.860, Loss: 0.233 Epoch 25 Batch 904/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.864, Loss: 0.255 Epoch 25 Batch 905/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.864, Loss: 0.248 Epoch 25 Batch 906/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.864, Loss: 0.263 Epoch 25 Batch 907/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.864, Loss: 0.255 Epoch 25 Batch 908/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.864, Loss: 0.262 Epoch 25 Batch 909/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.268 Epoch 25 Batch 910/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.868, Loss: 0.257 Epoch 25 Batch 911/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.864, Loss: 0.234 Epoch 25 Batch 912/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.868, Loss: 0.271 Epoch 25 Batch 913/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.863, Loss: 0.299 Epoch 25 Batch 914/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.865, Loss: 0.251 Epoch 25 Batch 915/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.865, Loss: 0.258 Epoch 25 Batch 916/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.866, Loss: 0.260 Epoch 25 Batch 917/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.865, Loss: 0.251 Epoch 25 Batch 918/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.860, Loss: 0.239 Epoch 25 Batch 919/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.860, Loss: 0.246 Epoch 25 Batch 920/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.860, Loss: 0.276 Epoch 25 Batch 921/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.864, Loss: 0.288 Epoch 25 Batch 922/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.865, Loss: 0.247 Epoch 25 Batch 923/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.865, Loss: 0.266 Epoch 25 Batch 924/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.864, Loss: 0.298 Epoch 25 Batch 925/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.864, Loss: 0.246 Epoch 25 Batch 926/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.865, Loss: 0.264 Epoch 25 Batch 927/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.865, Loss: 0.275 Epoch 25 Batch 928/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.861, Loss: 0.256 Epoch 25 Batch 929/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.298 Epoch 25 Batch 930/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.854, Loss: 0.260 Epoch 25 Batch 931/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.864, Loss: 0.264 Epoch 25 Batch 932/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.863, Loss: 0.246 Epoch 25 Batch 933/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.863, Loss: 0.269 Epoch 25 Batch 934/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.257 Epoch 25 Batch 935/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.276 Epoch 25 Batch 936/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.257 Epoch 25 Batch 937/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.863, Loss: 0.292 Epoch 25 Batch 938/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.289 Epoch 25 Batch 939/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.866, Loss: 0.279 Epoch 25 Batch 940/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.254 Epoch 25 Batch 941/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.870, Loss: 0.233 Epoch 25 Batch 942/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.866, Loss: 0.257 Epoch 25 Batch 943/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.867, Loss: 0.274 Epoch 25 Batch 944/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.867, Loss: 0.247 Epoch 25 Batch 945/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.868, Loss: 0.252 Epoch 25 Batch 946/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.867, Loss: 0.249 Epoch 25 Batch 947/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.860, Loss: 0.285 Epoch 25 Batch 948/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.257 Epoch 25 Batch 949/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.860, Loss: 0.223 Epoch 25 Batch 950/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.859, Loss: 0.240 Epoch 25 Batch 951/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.855, Loss: 0.265 Epoch 25 Batch 952/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.857, Loss: 0.255 Epoch 25 Batch 953/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.869, Loss: 0.250 Epoch 25 Batch 954/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.276 Epoch 25 Batch 955/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.873, Loss: 0.250 Epoch 25 Batch 956/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.257 Epoch 25 Batch 957/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.262 Epoch 25 Batch 958/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.871, Loss: 0.259 Epoch 25 Batch 959/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.871, Loss: 0.235 Epoch 25 Batch 960/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.865, Loss: 0.248 Epoch 25 Batch 961/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.861, Loss: 0.280 Epoch 25 Batch 962/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.861, Loss: 0.244 Epoch 25 Batch 963/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.865, Loss: 0.304 Epoch 25 Batch 964/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.861, Loss: 0.238 Epoch 25 Batch 965/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.861, Loss: 0.268 Epoch 25 Batch 966/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.861, Loss: 0.233 Epoch 25 Batch 967/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.860, Loss: 0.237 Epoch 25 Batch 968/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.864, Loss: 0.298 Epoch 25 Batch 969/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.866, Loss: 0.283 Epoch 25 Batch 970/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.274 Epoch 25 Batch 971/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.870, Loss: 0.250 Epoch 25 Batch 972/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.256 Epoch 25 Batch 973/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.871, Loss: 0.242 Epoch 25 Batch 974/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.866, Loss: 0.255 Epoch 25 Batch 975/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.866, Loss: 0.257 Epoch 25 Batch 976/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.862, Loss: 0.250 Epoch 25 Batch 977/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.864, Loss: 0.229 Epoch 25 Batch 978/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.862, Loss: 0.273 Epoch 25 Batch 979/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.866, Loss: 0.285 Epoch 25 Batch 980/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.865, Loss: 0.250 Epoch 25 Batch 981/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.865, Loss: 0.267 Epoch 25 Batch 982/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.863, Loss: 0.267 Epoch 25 Batch 983/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.867, Loss: 0.272 Epoch 25 Batch 984/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.871, Loss: 0.282 Epoch 25 Batch 985/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.862, Loss: 0.248 Epoch 25 Batch 986/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.857, Loss: 0.280 Epoch 25 Batch 987/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.244 Epoch 25 Batch 988/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.863, Loss: 0.256 Epoch 25 Batch 989/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.864, Loss: 0.256 Epoch 25 Batch 990/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.866, Loss: 0.274 Epoch 25 Batch 991/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.867, Loss: 0.271 Epoch 25 Batch 992/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.867, Loss: 0.262 Epoch 25 Batch 993/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.866, Loss: 0.231 Epoch 25 Batch 994/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.871, Loss: 0.271 Epoch 25 Batch 995/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.866, Loss: 0.262 Epoch 25 Batch 996/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.866, Loss: 0.260 Epoch 25 Batch 997/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.860, Loss: 0.250 Epoch 25 Batch 998/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.861, Loss: 0.248 Epoch 25 Batch 999/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.866, Loss: 0.256 Epoch 25 Batch 1000/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.862, Loss: 0.243 Epoch 25 Batch 1001/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.862, Loss: 0.229 Epoch 25 Batch 1002/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.861, Loss: 0.237 Epoch 25 Batch 1003/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.859, Loss: 0.254 Epoch 25 Batch 1004/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.853, Loss: 0.258 Epoch 25 Batch 1005/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.272 Epoch 25 Batch 1006/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.848, Loss: 0.231 Epoch 25 Batch 1007/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.849, Loss: 0.232 Epoch 25 Batch 1008/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.853, Loss: 0.285 Epoch 25 Batch 1009/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.848, Loss: 0.228 Epoch 25 Batch 1010/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.858, Loss: 0.245 Epoch 25 Batch 1011/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.858, Loss: 0.262 Epoch 25 Batch 1012/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.251 Epoch 25 Batch 1013/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.853, Loss: 0.230 Epoch 25 Batch 1014/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.856, Loss: 0.278 Epoch 25 Batch 1015/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.857, Loss: 0.286 Epoch 25 Batch 1016/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.864, Loss: 0.269 Epoch 25 Batch 1017/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.264 Epoch 25 Batch 1018/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.864, Loss: 0.255 Epoch 25 Batch 1019/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.865, Loss: 0.308 Epoch 25 Batch 1020/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.865, Loss: 0.252 Epoch 25 Batch 1021/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.865, Loss: 0.270 Epoch 25 Batch 1022/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.862, Loss: 0.242 Epoch 25 Batch 1023/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.858, Loss: 0.248 Epoch 25 Batch 1024/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.858, Loss: 0.277 Epoch 25 Batch 1025/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.854, Loss: 0.266 Epoch 25 Batch 1026/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.851, Loss: 0.256 Epoch 25 Batch 1027/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.851, Loss: 0.285 Epoch 25 Batch 1028/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.852, Loss: 0.264 Epoch 25 Batch 1029/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.248 Epoch 25 Batch 1030/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.848, Loss: 0.243 Epoch 25 Batch 1031/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.848, Loss: 0.285 Epoch 25 Batch 1032/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.848, Loss: 0.278 Epoch 25 Batch 1033/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.844, Loss: 0.251 Epoch 25 Batch 1034/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.854, Loss: 0.253 Epoch 25 Batch 1035/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.857, Loss: 0.231 Epoch 25 Batch 1036/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.856, Loss: 0.287 Epoch 25 Batch 1037/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.858, Loss: 0.269 Epoch 25 Batch 1038/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.860, Loss: 0.263 Epoch 25 Batch 1039/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.859, Loss: 0.258 Epoch 25 Batch 1040/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.864, Loss: 0.261 Epoch 25 Batch 1041/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.861, Loss: 0.255 Epoch 25 Batch 1042/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.862, Loss: 0.256 Epoch 25 Batch 1043/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.861, Loss: 0.286 Epoch 25 Batch 1044/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.857, Loss: 0.260 Epoch 25 Batch 1045/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.241 Epoch 25 Batch 1046/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.856, Loss: 0.232 Epoch 25 Batch 1047/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.855, Loss: 0.256 Epoch 25 Batch 1048/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.855, Loss: 0.260 Epoch 25 Batch 1049/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.854, Loss: 0.284 Epoch 25 Batch 1050/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.854, Loss: 0.255 Epoch 25 Batch 1051/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.860, Loss: 0.244 Epoch 25 Batch 1052/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.864, Loss: 0.254 Epoch 25 Batch 1053/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.861, Loss: 0.258 Epoch 25 Batch 1054/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.859, Loss: 0.249 Epoch 25 Batch 1055/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.859, Loss: 0.253 Epoch 25 Batch 1056/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.859, Loss: 0.244 Epoch 25 Batch 1057/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.863, Loss: 0.281 Epoch 25 Batch 1058/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.858, Loss: 0.275 Epoch 25 Batch 1059/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.859, Loss: 0.276 Epoch 25 Batch 1060/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.848, Loss: 0.232 Epoch 25 Batch 1061/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.859, Loss: 0.286 Epoch 25 Batch 1062/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.863, Loss: 0.246 Epoch 25 Batch 1063/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.864, Loss: 0.273 Epoch 25 Batch 1064/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.865, Loss: 0.250 Epoch 25 Batch 1065/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.864, Loss: 0.256 Epoch 25 Batch 1066/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.866, Loss: 0.229 Epoch 25 Batch 1067/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.869, Loss: 0.259 Epoch 25 Batch 1068/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.251 Epoch 25 Batch 1069/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.216 Epoch 25 Batch 1070/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.869, Loss: 0.255 Epoch 25 Batch 1071/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.869, Loss: 0.250 Epoch 25 Batch 1072/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.865, Loss: 0.266 Epoch 25 Batch 1073/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.277 Epoch 25 Batch 1074/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.870, Loss: 0.274 Epoch 25 Batch 1075/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.865, Loss: 0.294 Epoch 26 Batch 0/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.230 Epoch 26 Batch 1/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.865, Loss: 0.258 Epoch 26 Batch 2/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.860, Loss: 0.278 Epoch 26 Batch 3/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.861, Loss: 0.256 Epoch 26 Batch 4/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.864, Loss: 0.251 Epoch 26 Batch 5/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.864, Loss: 0.280 Epoch 26 Batch 6/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.865, Loss: 0.286 Epoch 26 Batch 7/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.856, Loss: 0.248 Epoch 26 Batch 8/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.860, Loss: 0.252 Epoch 26 Batch 9/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.860, Loss: 0.263 Epoch 26 Batch 10/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.859, Loss: 0.272 Epoch 26 Batch 11/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.262 Epoch 26 Batch 12/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.862, Loss: 0.273 Epoch 26 Batch 13/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.861, Loss: 0.300 Epoch 26 Batch 14/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.859, Loss: 0.218 Epoch 26 Batch 15/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.859, Loss: 0.248 Epoch 26 Batch 16/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.860, Loss: 0.263 Epoch 26 Batch 17/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.860, Loss: 0.258 Epoch 26 Batch 18/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.862, Loss: 0.274 Epoch 26 Batch 19/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.862, Loss: 0.266 Epoch 26 Batch 20/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.862, Loss: 0.230 Epoch 26 Batch 21/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.862, Loss: 0.286 Epoch 26 Batch 22/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.861, Loss: 0.278 Epoch 26 Batch 23/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.862, Loss: 0.273 Epoch 26 Batch 24/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.865, Loss: 0.245 Epoch 26 Batch 25/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.865, Loss: 0.244 Epoch 26 Batch 26/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.859, Loss: 0.276 Epoch 26 Batch 27/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.242 Epoch 26 Batch 28/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.862, Loss: 0.258 Epoch 26 Batch 29/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.862, Loss: 0.254 Epoch 26 Batch 30/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.862, Loss: 0.247 Epoch 26 Batch 31/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.854, Loss: 0.269 Epoch 26 Batch 32/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.854, Loss: 0.230 Epoch 26 Batch 33/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.854, Loss: 0.237 Epoch 26 Batch 34/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.855, Loss: 0.249 Epoch 26 Batch 35/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.854, Loss: 0.251 Epoch 26 Batch 36/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.851, Loss: 0.246 Epoch 26 Batch 37/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.850, Loss: 0.275 Epoch 26 Batch 38/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.851, Loss: 0.286 Epoch 26 Batch 39/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.852, Loss: 0.296 Epoch 26 Batch 40/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.267 Epoch 26 Batch 41/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.853, Loss: 0.255 Epoch 26 Batch 42/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.848, Loss: 0.278 Epoch 26 Batch 43/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.240 Epoch 26 Batch 44/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.851, Loss: 0.256 Epoch 26 Batch 45/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.851, Loss: 0.274 Epoch 26 Batch 46/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.849, Loss: 0.245 Epoch 26 Batch 47/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.849, Loss: 0.251 Epoch 26 Batch 48/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.855, Loss: 0.314 Epoch 26 Batch 49/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.857, Loss: 0.275 Epoch 26 Batch 50/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.859, Loss: 0.270 Epoch 26 Batch 51/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.857, Loss: 0.255 Epoch 26 Batch 52/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.855, Loss: 0.272 Epoch 26 Batch 53/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.855, Loss: 0.257 Epoch 26 Batch 54/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.856, Loss: 0.298 Epoch 26 Batch 55/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.857, Loss: 0.255 Epoch 26 Batch 56/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.857, Loss: 0.244 Epoch 26 Batch 57/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.853, Loss: 0.239 Epoch 26 Batch 58/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.856, Loss: 0.261 Epoch 26 Batch 59/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.271 Epoch 26 Batch 60/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.855, Loss: 0.258 Epoch 26 Batch 61/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.267 Epoch 26 Batch 62/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.858, Loss: 0.264 Epoch 26 Batch 63/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.853, Loss: 0.248 Epoch 26 Batch 64/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.853, Loss: 0.255 Epoch 26 Batch 65/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.855, Loss: 0.258 Epoch 26 Batch 66/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.851, Loss: 0.238 Epoch 26 Batch 67/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.853, Loss: 0.245 Epoch 26 Batch 68/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.849, Loss: 0.278 Epoch 26 Batch 69/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.847, Loss: 0.277 Epoch 26 Batch 70/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.843, Loss: 0.253 Epoch 26 Batch 71/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.844, Loss: 0.226 Epoch 26 Batch 72/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.844, Loss: 0.261 Epoch 26 Batch 73/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.845, Loss: 0.263 Epoch 26 Batch 74/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.845, Loss: 0.227 Epoch 26 Batch 75/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.854, Loss: 0.278 Epoch 26 Batch 76/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.859, Loss: 0.233 Epoch 26 Batch 77/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.875, Loss: 0.259 Epoch 26 Batch 78/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.875, Loss: 0.264 Epoch 26 Batch 79/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.865, Loss: 0.254 Epoch 26 Batch 80/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.865, Loss: 0.266 Epoch 26 Batch 81/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.864, Loss: 0.236 Epoch 26 Batch 82/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.865, Loss: 0.234 Epoch 26 Batch 83/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.865, Loss: 0.266 Epoch 26 Batch 84/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.865, Loss: 0.268 Epoch 26 Batch 85/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.869, Loss: 0.256 Epoch 26 Batch 86/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.864, Loss: 0.254 Epoch 26 Batch 87/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.868, Loss: 0.290 Epoch 26 Batch 88/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.873, Loss: 0.284 Epoch 26 Batch 89/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.868, Loss: 0.266 Epoch 26 Batch 90/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.865, Loss: 0.266 Epoch 26 Batch 91/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.861, Loss: 0.209 Epoch 26 Batch 92/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.869, Loss: 0.263 Epoch 26 Batch 93/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.871, Loss: 0.257 Epoch 26 Batch 94/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.871, Loss: 0.240 Epoch 26 Batch 95/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.276 Epoch 26 Batch 96/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.871, Loss: 0.246 Epoch 26 Batch 97/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.871, Loss: 0.254 Epoch 26 Batch 98/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.871, Loss: 0.251 Epoch 26 Batch 99/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.867, Loss: 0.249 Epoch 26 Batch 100/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.864, Loss: 0.246 Epoch 26 Batch 101/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.875, Loss: 0.272 Epoch 26 Batch 102/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.243 Epoch 26 Batch 103/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.872, Loss: 0.285 Epoch 26 Batch 104/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.871, Loss: 0.251 Epoch 26 Batch 105/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.870, Loss: 0.260 Epoch 26 Batch 106/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.277 Epoch 26 Batch 107/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.871, Loss: 0.276 Epoch 26 Batch 108/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.871, Loss: 0.229 Epoch 26 Batch 109/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.872, Loss: 0.264 Epoch 26 Batch 110/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.862, Loss: 0.236 Epoch 26 Batch 111/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.866, Loss: 0.264 Epoch 26 Batch 112/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.861, Loss: 0.232 Epoch 26 Batch 113/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.862, Loss: 0.267 Epoch 26 Batch 114/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.239 Epoch 26 Batch 115/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.866, Loss: 0.269 Epoch 26 Batch 116/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.869, Loss: 0.278 Epoch 26 Batch 117/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.869, Loss: 0.287 Epoch 26 Batch 118/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.871, Loss: 0.275 Epoch 26 Batch 119/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.872, Loss: 0.263 Epoch 26 Batch 120/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.872, Loss: 0.284 Epoch 26 Batch 121/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.859, Loss: 0.255 Epoch 26 Batch 122/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.850, Loss: 0.267 Epoch 26 Batch 123/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.850, Loss: 0.225 Epoch 26 Batch 124/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.854, Loss: 0.262 Epoch 26 Batch 125/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.854, Loss: 0.276 Epoch 26 Batch 126/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.858, Loss: 0.237 Epoch 26 Batch 127/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.859, Loss: 0.268 Epoch 26 Batch 128/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.864, Loss: 0.251 Epoch 26 Batch 129/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.862, Loss: 0.271 Epoch 26 Batch 130/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.861, Loss: 0.225 Epoch 26 Batch 131/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.863, Loss: 0.246 Epoch 26 Batch 132/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.863, Loss: 0.264 Epoch 26 Batch 133/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.859, Loss: 0.231 Epoch 26 Batch 134/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.862, Loss: 0.246 Epoch 26 Batch 135/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.266 Epoch 26 Batch 136/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.866, Loss: 0.254 Epoch 26 Batch 137/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.856, Loss: 0.235 Epoch 26 Batch 138/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.230 Epoch 26 Batch 139/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.857, Loss: 0.281 Epoch 26 Batch 140/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.861, Loss: 0.267 Epoch 26 Batch 141/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.863, Loss: 0.256 Epoch 26 Batch 142/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.858, Loss: 0.237 Epoch 26 Batch 143/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.857, Loss: 0.262 Epoch 26 Batch 144/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.865, Loss: 0.277 Epoch 26 Batch 145/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.289 Epoch 26 Batch 146/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.866, Loss: 0.294 Epoch 26 Batch 147/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.870, Loss: 0.295 Epoch 26 Batch 148/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.271 Epoch 26 Batch 149/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.261 Epoch 26 Batch 150/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.255 Epoch 26 Batch 151/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.867, Loss: 0.219 Epoch 26 Batch 152/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.283 Epoch 26 Batch 153/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.276 Epoch 26 Batch 154/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.863, Loss: 0.264 Epoch 26 Batch 155/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.864, Loss: 0.268 Epoch 26 Batch 156/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.270 Epoch 26 Batch 157/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.868, Loss: 0.252 Epoch 26 Batch 158/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.271 Epoch 26 Batch 159/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.863, Loss: 0.227 Epoch 26 Batch 160/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.867, Loss: 0.238 Epoch 26 Batch 161/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.867, Loss: 0.242 Epoch 26 Batch 162/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.864, Loss: 0.297 Epoch 26 Batch 163/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.864, Loss: 0.287 Epoch 26 Batch 164/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.854, Loss: 0.264 Epoch 26 Batch 165/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.855, Loss: 0.254 Epoch 26 Batch 166/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.854, Loss: 0.260 Epoch 26 Batch 167/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.857, Loss: 0.241 Epoch 26 Batch 168/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.853, Loss: 0.295 Epoch 26 Batch 169/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.853, Loss: 0.275 Epoch 26 Batch 170/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.852, Loss: 0.272 Epoch 26 Batch 171/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.855, Loss: 0.237 Epoch 26 Batch 172/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.852, Loss: 0.230 Epoch 26 Batch 173/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.859, Loss: 0.267 Epoch 26 Batch 174/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.852, Loss: 0.240 Epoch 26 Batch 175/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.854, Loss: 0.239 Epoch 26 Batch 176/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.859, Loss: 0.255 Epoch 26 Batch 177/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.851, Loss: 0.286 Epoch 26 Batch 178/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.853, Loss: 0.261 Epoch 26 Batch 179/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.862, Loss: 0.267 Epoch 26 Batch 180/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.864, Loss: 0.243 Epoch 26 Batch 181/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.865, Loss: 0.289 Epoch 26 Batch 182/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.261 Epoch 26 Batch 183/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.865, Loss: 0.281 Epoch 26 Batch 184/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.864, Loss: 0.237 Epoch 26 Batch 185/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.867, Loss: 0.286 Epoch 26 Batch 186/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.867, Loss: 0.269 Epoch 26 Batch 187/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.866, Loss: 0.251 Epoch 26 Batch 188/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.257 Epoch 26 Batch 189/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.869, Loss: 0.254 Epoch 26 Batch 190/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.869, Loss: 0.249 Epoch 26 Batch 191/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.868, Loss: 0.224 Epoch 26 Batch 192/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.872, Loss: 0.272 Epoch 26 Batch 193/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.250 Epoch 26 Batch 194/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.869, Loss: 0.235 Epoch 26 Batch 195/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.869, Loss: 0.254 Epoch 26 Batch 196/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.250 Epoch 26 Batch 197/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.869, Loss: 0.246 Epoch 26 Batch 198/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.869, Loss: 0.235 Epoch 26 Batch 199/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.869, Loss: 0.239 Epoch 26 Batch 200/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.870, Loss: 0.239 Epoch 26 Batch 201/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.870, Loss: 0.231 Epoch 26 Batch 202/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.263 Epoch 26 Batch 203/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.259 Epoch 26 Batch 204/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.869, Loss: 0.291 Epoch 26 Batch 205/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.867, Loss: 0.258 Epoch 26 Batch 206/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.866, Loss: 0.262 Epoch 26 Batch 207/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.866, Loss: 0.258 Epoch 26 Batch 208/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.872, Loss: 0.283 Epoch 26 Batch 209/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.873, Loss: 0.238 Epoch 26 Batch 210/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.255 Epoch 26 Batch 211/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.250 Epoch 26 Batch 212/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.231 Epoch 26 Batch 213/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.878, Loss: 0.236 Epoch 26 Batch 214/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.878, Loss: 0.236 Epoch 26 Batch 215/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.874, Loss: 0.261 Epoch 26 Batch 216/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.874, Loss: 0.269 Epoch 26 Batch 217/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.869, Loss: 0.228 Epoch 26 Batch 218/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.280 Epoch 26 Batch 219/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.873, Loss: 0.249 Epoch 26 Batch 220/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.246 Epoch 26 Batch 221/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.278 Epoch 26 Batch 222/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.873, Loss: 0.253 Epoch 26 Batch 223/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.874, Loss: 0.223 Epoch 26 Batch 224/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.877, Loss: 0.270 Epoch 26 Batch 225/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.873, Loss: 0.277 Epoch 26 Batch 226/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.873, Loss: 0.250 Epoch 26 Batch 227/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.871, Loss: 0.287 Epoch 26 Batch 228/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.865, Loss: 0.249 Epoch 26 Batch 229/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.864, Loss: 0.277 Epoch 26 Batch 230/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.859, Loss: 0.245 Epoch 26 Batch 231/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.854, Loss: 0.276 Epoch 26 Batch 232/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.860, Loss: 0.264 Epoch 26 Batch 233/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.860, Loss: 0.303 Epoch 26 Batch 234/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.864, Loss: 0.257 Epoch 26 Batch 235/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.863, Loss: 0.231 Epoch 26 Batch 236/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.860, Loss: 0.256 Epoch 26 Batch 237/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.864, Loss: 0.233 Epoch 26 Batch 238/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.863, Loss: 0.253 Epoch 26 Batch 239/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.863, Loss: 0.237 Epoch 26 Batch 240/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.868, Loss: 0.230 Epoch 26 Batch 241/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.868, Loss: 0.233 Epoch 26 Batch 242/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.869, Loss: 0.264 Epoch 26 Batch 243/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.270 Epoch 26 Batch 244/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.863, Loss: 0.251 Epoch 26 Batch 245/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.858, Loss: 0.230 Epoch 26 Batch 246/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.858, Loss: 0.255 Epoch 26 Batch 247/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.855, Loss: 0.256 Epoch 26 Batch 248/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.865, Loss: 0.238 Epoch 26 Batch 249/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.862, Loss: 0.255 Epoch 26 Batch 250/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.857, Loss: 0.247 Epoch 26 Batch 251/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.854, Loss: 0.250 Epoch 26 Batch 252/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.853, Loss: 0.241 Epoch 26 Batch 253/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.859, Loss: 0.236 Epoch 26 Batch 254/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.859, Loss: 0.283 Epoch 26 Batch 255/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.850, Loss: 0.277 Epoch 26 Batch 256/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.850, Loss: 0.311 Epoch 26 Batch 257/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.869, Loss: 0.255 Epoch 26 Batch 258/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.863, Loss: 0.238 Epoch 26 Batch 259/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.864, Loss: 0.248 Epoch 26 Batch 260/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.860, Loss: 0.237 Epoch 26 Batch 261/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.861, Loss: 0.245 Epoch 26 Batch 262/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.862, Loss: 0.251 Epoch 26 Batch 263/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.861, Loss: 0.231 Epoch 26 Batch 264/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.860, Loss: 0.271 Epoch 26 Batch 265/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.860, Loss: 0.265 Epoch 26 Batch 266/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.860, Loss: 0.257 Epoch 26 Batch 267/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.860, Loss: 0.239 Epoch 26 Batch 268/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.859, Loss: 0.267 Epoch 26 Batch 269/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.860, Loss: 0.283 Epoch 26 Batch 270/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.857, Loss: 0.269 Epoch 26 Batch 271/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.861, Loss: 0.244 Epoch 26 Batch 272/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.857, Loss: 0.308 Epoch 26 Batch 273/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.869, Loss: 0.252 Epoch 26 Batch 274/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.855, Loss: 0.245 Epoch 26 Batch 275/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.851, Loss: 0.282 Epoch 26 Batch 276/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.846, Loss: 0.285 Epoch 26 Batch 277/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.845, Loss: 0.225 Epoch 26 Batch 278/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.842, Loss: 0.306 Epoch 26 Batch 279/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.842, Loss: 0.315 Epoch 26 Batch 280/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.842, Loss: 0.274 Epoch 26 Batch 281/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.842, Loss: 0.287 Epoch 26 Batch 282/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.851, Loss: 0.301 Epoch 26 Batch 283/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.855, Loss: 0.259 Epoch 26 Batch 284/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.864, Loss: 0.272 Epoch 26 Batch 285/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.871, Loss: 0.261 Epoch 26 Batch 286/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.862, Loss: 0.249 Epoch 26 Batch 287/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.862, Loss: 0.258 Epoch 26 Batch 288/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.855, Loss: 0.288 Epoch 26 Batch 289/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.855, Loss: 0.267 Epoch 26 Batch 290/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.855, Loss: 0.297 Epoch 26 Batch 291/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.849, Loss: 0.277 Epoch 26 Batch 292/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.853, Loss: 0.258 Epoch 26 Batch 293/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.852, Loss: 0.275 Epoch 26 Batch 294/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.849, Loss: 0.263 Epoch 26 Batch 295/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.849, Loss: 0.282 Epoch 26 Batch 296/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.849, Loss: 0.246 Epoch 26 Batch 297/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.854, Loss: 0.283 Epoch 26 Batch 298/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.853, Loss: 0.296 Epoch 26 Batch 299/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.852, Loss: 0.247 Epoch 26 Batch 300/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.857, Loss: 0.268 Epoch 26 Batch 301/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.856, Loss: 0.243 Epoch 26 Batch 302/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.855, Loss: 0.261 Epoch 26 Batch 303/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.850, Loss: 0.261 Epoch 26 Batch 304/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.849, Loss: 0.232 Epoch 26 Batch 305/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.852, Loss: 0.251 Epoch 26 Batch 306/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.853, Loss: 0.261 Epoch 26 Batch 307/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.857, Loss: 0.255 Epoch 26 Batch 308/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.856, Loss: 0.273 Epoch 26 Batch 309/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.860, Loss: 0.241 Epoch 26 Batch 310/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.863, Loss: 0.255 Epoch 26 Batch 311/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.255 Epoch 26 Batch 312/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.870, Loss: 0.290 Epoch 26 Batch 313/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.224 Epoch 26 Batch 314/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.868, Loss: 0.254 Epoch 26 Batch 315/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.866, Loss: 0.250 Epoch 26 Batch 316/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.855, Loss: 0.244 Epoch 26 Batch 317/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.856, Loss: 0.308 Epoch 26 Batch 318/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.856, Loss: 0.263 Epoch 26 Batch 319/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.850, Loss: 0.285 Epoch 26 Batch 320/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.847, Loss: 0.243 Epoch 26 Batch 321/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.852, Loss: 0.271 Epoch 26 Batch 322/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.855, Loss: 0.236 Epoch 26 Batch 323/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.852, Loss: 0.250 Epoch 26 Batch 324/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.852, Loss: 0.256 Epoch 26 Batch 325/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.857, Loss: 0.249 Epoch 26 Batch 326/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.856, Loss: 0.226 Epoch 26 Batch 327/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.859, Loss: 0.275 Epoch 26 Batch 328/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.856, Loss: 0.275 Epoch 26 Batch 329/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.855, Loss: 0.284 Epoch 26 Batch 330/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.850, Loss: 0.243 Epoch 26 Batch 331/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.855, Loss: 0.280 Epoch 26 Batch 332/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.848, Loss: 0.225 Epoch 26 Batch 333/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.847, Loss: 0.248 Epoch 26 Batch 334/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.848, Loss: 0.247 Epoch 26 Batch 335/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.848, Loss: 0.255 Epoch 26 Batch 336/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.848, Loss: 0.302 Epoch 26 Batch 337/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.852, Loss: 0.272 Epoch 26 Batch 338/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.855, Loss: 0.296 Epoch 26 Batch 339/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.855, Loss: 0.237 Epoch 26 Batch 340/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.855, Loss: 0.257 Epoch 26 Batch 341/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.857, Loss: 0.337 Epoch 26 Batch 342/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.863, Loss: 0.246 Epoch 26 Batch 343/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.861, Loss: 0.235 Epoch 26 Batch 344/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.259 Epoch 26 Batch 345/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.859, Loss: 0.244 Epoch 26 Batch 346/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.863, Loss: 0.271 Epoch 26 Batch 347/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.855, Loss: 0.237 Epoch 26 Batch 348/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.861, Loss: 0.243 Epoch 26 Batch 349/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.857, Loss: 0.252 Epoch 26 Batch 350/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.852, Loss: 0.257 Epoch 26 Batch 351/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.265 Epoch 26 Batch 352/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.866, Loss: 0.265 Epoch 26 Batch 353/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.865, Loss: 0.278 Epoch 26 Batch 354/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.859, Loss: 0.263 Epoch 26 Batch 355/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.858, Loss: 0.265 Epoch 26 Batch 356/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.858, Loss: 0.248 Epoch 26 Batch 357/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.850, Loss: 0.244 Epoch 26 Batch 358/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.853, Loss: 0.281 Epoch 26 Batch 359/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.850, Loss: 0.277 Epoch 26 Batch 360/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.847, Loss: 0.262 Epoch 26 Batch 361/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.846, Loss: 0.280 Epoch 26 Batch 362/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.856, Loss: 0.266 Epoch 26 Batch 363/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.852, Loss: 0.279 Epoch 26 Batch 364/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.857, Loss: 0.293 Epoch 26 Batch 365/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.860, Loss: 0.227 Epoch 26 Batch 366/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.259 Epoch 26 Batch 367/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.230 Epoch 26 Batch 368/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.865, Loss: 0.266 Epoch 26 Batch 369/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.860, Loss: 0.250 Epoch 26 Batch 370/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.861, Loss: 0.260 Epoch 26 Batch 371/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.865, Loss: 0.252 Epoch 26 Batch 372/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.869, Loss: 0.231 Epoch 26 Batch 373/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.868, Loss: 0.223 Epoch 26 Batch 374/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.868, Loss: 0.271 Epoch 26 Batch 375/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.868, Loss: 0.234 Epoch 26 Batch 376/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.874, Loss: 0.262 Epoch 26 Batch 377/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.265 Epoch 26 Batch 378/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.880, Loss: 0.230 Epoch 26 Batch 379/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.885, Loss: 0.276 Epoch 26 Batch 380/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.878, Loss: 0.244 Epoch 26 Batch 381/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.878, Loss: 0.265 Epoch 26 Batch 382/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.873, Loss: 0.290 Epoch 26 Batch 383/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.873, Loss: 0.241 Epoch 26 Batch 384/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.872, Loss: 0.247 Epoch 26 Batch 385/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.872, Loss: 0.257 Epoch 26 Batch 386/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.867, Loss: 0.253 Epoch 26 Batch 387/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.867, Loss: 0.250 Epoch 26 Batch 388/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.867, Loss: 0.246 Epoch 26 Batch 389/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.868, Loss: 0.259 Epoch 26 Batch 390/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.865, Loss: 0.271 Epoch 26 Batch 391/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.866, Loss: 0.258 Epoch 26 Batch 392/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.868, Loss: 0.257 Epoch 26 Batch 393/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.867, Loss: 0.220 Epoch 26 Batch 394/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.257 Epoch 26 Batch 395/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.868, Loss: 0.237 Epoch 26 Batch 396/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.868, Loss: 0.275 Epoch 26 Batch 397/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.861, Loss: 0.243 Epoch 26 Batch 398/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.866, Loss: 0.284 Epoch 26 Batch 399/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.861, Loss: 0.254 Epoch 26 Batch 400/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.859, Loss: 0.264 Epoch 26 Batch 401/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.860, Loss: 0.234 Epoch 26 Batch 402/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.862, Loss: 0.244 Epoch 26 Batch 403/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.867, Loss: 0.279 Epoch 26 Batch 404/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.866, Loss: 0.231 Epoch 26 Batch 405/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.273 Epoch 26 Batch 406/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.865, Loss: 0.255 Epoch 26 Batch 407/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.868, Loss: 0.283 Epoch 26 Batch 408/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.865, Loss: 0.272 Epoch 26 Batch 409/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.871, Loss: 0.280 Epoch 26 Batch 410/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.285 Epoch 26 Batch 411/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.871, Loss: 0.244 Epoch 26 Batch 412/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.869, Loss: 0.240 Epoch 26 Batch 413/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.870, Loss: 0.248 Epoch 26 Batch 414/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.870, Loss: 0.260 Epoch 26 Batch 415/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.234 Epoch 26 Batch 416/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.873, Loss: 0.240 Epoch 26 Batch 417/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.875, Loss: 0.283 Epoch 26 Batch 418/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.874, Loss: 0.244 Epoch 26 Batch 419/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.246 Epoch 26 Batch 420/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.878, Loss: 0.242 Epoch 26 Batch 421/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.870, Loss: 0.281 Epoch 26 Batch 422/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.870, Loss: 0.250 Epoch 26 Batch 423/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.870, Loss: 0.281 Epoch 26 Batch 424/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.872, Loss: 0.265 Epoch 26 Batch 425/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.871, Loss: 0.235 Epoch 26 Batch 426/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.874, Loss: 0.274 Epoch 26 Batch 427/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.878, Loss: 0.263 Epoch 26 Batch 428/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.865, Loss: 0.239 Epoch 26 Batch 429/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.865, Loss: 0.252 Epoch 26 Batch 430/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.865, Loss: 0.234 Epoch 26 Batch 431/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.861, Loss: 0.251 Epoch 26 Batch 432/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.857, Loss: 0.256 Epoch 26 Batch 433/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.858, Loss: 0.271 Epoch 26 Batch 434/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.861, Loss: 0.261 Epoch 26 Batch 435/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.855, Loss: 0.271 Epoch 26 Batch 436/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.848, Loss: 0.250 Epoch 26 Batch 437/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.845, Loss: 0.258 Epoch 26 Batch 438/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.831, Loss: 0.274 Epoch 26 Batch 439/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.833, Loss: 0.287 Epoch 26 Batch 440/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.259 Epoch 26 Batch 441/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.833, Loss: 0.271 Epoch 26 Batch 442/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.837, Loss: 0.233 Epoch 26 Batch 443/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.837, Loss: 0.250 Epoch 26 Batch 444/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.843, Loss: 0.262 Epoch 26 Batch 445/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.268 Epoch 26 Batch 446/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.853, Loss: 0.207 Epoch 26 Batch 447/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.854, Loss: 0.274 Epoch 26 Batch 448/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.864, Loss: 0.288 Epoch 26 Batch 449/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.861, Loss: 0.279 Epoch 26 Batch 450/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.858, Loss: 0.259 Epoch 26 Batch 451/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.862, Loss: 0.251 Epoch 26 Batch 452/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.862, Loss: 0.260 Epoch 26 Batch 453/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.876, Loss: 0.259 Epoch 26 Batch 454/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.873, Loss: 0.254 Epoch 26 Batch 455/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.878, Loss: 0.255 Epoch 26 Batch 456/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.877, Loss: 0.244 Epoch 26 Batch 457/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.879, Loss: 0.246 Epoch 26 Batch 458/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.881, Loss: 0.264 Epoch 26 Batch 459/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.876, Loss: 0.243 Epoch 26 Batch 460/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.876, Loss: 0.276 Epoch 26 Batch 461/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.870, Loss: 0.243 Epoch 26 Batch 462/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.868, Loss: 0.247 Epoch 26 Batch 463/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.868, Loss: 0.266 Epoch 26 Batch 464/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.867, Loss: 0.265 Epoch 26 Batch 465/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.280 Epoch 26 Batch 466/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.875, Loss: 0.247 Epoch 26 Batch 467/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.264 Epoch 26 Batch 468/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.254 Epoch 26 Batch 469/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.874, Loss: 0.256 Epoch 26 Batch 470/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.875, Loss: 0.259 Epoch 26 Batch 471/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.875, Loss: 0.251 Epoch 26 Batch 472/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.231 Epoch 26 Batch 473/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.875, Loss: 0.272 Epoch 26 Batch 474/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.875, Loss: 0.254 Epoch 26 Batch 475/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.878, Loss: 0.262 Epoch 26 Batch 476/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.879, Loss: 0.248 Epoch 26 Batch 477/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.881, Loss: 0.248 Epoch 26 Batch 478/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.881, Loss: 0.271 Epoch 26 Batch 479/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.881, Loss: 0.257 Epoch 26 Batch 480/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.881, Loss: 0.262 Epoch 26 Batch 481/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.880, Loss: 0.256 Epoch 26 Batch 482/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.879, Loss: 0.289 Epoch 26 Batch 483/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.884, Loss: 0.264 Epoch 26 Batch 484/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.884, Loss: 0.242 Epoch 26 Batch 485/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.883, Loss: 0.254 Epoch 26 Batch 486/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.882, Loss: 0.252 Epoch 26 Batch 487/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.877, Loss: 0.269 Epoch 26 Batch 488/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.879, Loss: 0.249 Epoch 26 Batch 489/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.880, Loss: 0.241 Epoch 26 Batch 490/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.259 Epoch 26 Batch 491/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.876, Loss: 0.253 Epoch 26 Batch 492/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.876, Loss: 0.261 Epoch 26 Batch 493/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.876, Loss: 0.236 Epoch 26 Batch 494/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.871, Loss: 0.241 Epoch 26 Batch 495/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.875, Loss: 0.253 Epoch 26 Batch 496/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.268 Epoch 26 Batch 497/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.880, Loss: 0.297 Epoch 26 Batch 498/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.876, Loss: 0.263 Epoch 26 Batch 499/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.876, Loss: 0.242 Epoch 26 Batch 500/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.873, Loss: 0.238 Epoch 26 Batch 501/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.876, Loss: 0.255 Epoch 26 Batch 502/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.876, Loss: 0.244 Epoch 26 Batch 503/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.876, Loss: 0.259 Epoch 26 Batch 504/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.875, Loss: 0.250 Epoch 26 Batch 505/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.876, Loss: 0.213 Epoch 26 Batch 506/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.247 Epoch 26 Batch 507/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.872, Loss: 0.238 Epoch 26 Batch 508/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.247 Epoch 26 Batch 509/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.864, Loss: 0.271 Epoch 26 Batch 510/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.252 Epoch 26 Batch 511/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.237 Epoch 26 Batch 512/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.878, Loss: 0.239 Epoch 26 Batch 513/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.878, Loss: 0.265 Epoch 26 Batch 514/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.876, Loss: 0.249 Epoch 26 Batch 515/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.239 Epoch 26 Batch 516/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.239 Epoch 26 Batch 517/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.880, Loss: 0.256 Epoch 26 Batch 518/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.870, Loss: 0.257 Epoch 26 Batch 519/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.871, Loss: 0.249 Epoch 26 Batch 520/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.871, Loss: 0.234 Epoch 26 Batch 521/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.871, Loss: 0.250 Epoch 26 Batch 522/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.868, Loss: 0.279 Epoch 26 Batch 523/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.867, Loss: 0.267 Epoch 26 Batch 524/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.868, Loss: 0.272 Epoch 26 Batch 525/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.866, Loss: 0.273 Epoch 26 Batch 526/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.866, Loss: 0.251 Epoch 26 Batch 527/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.866, Loss: 0.245 Epoch 26 Batch 528/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.234 Epoch 26 Batch 529/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.867, Loss: 0.230 Epoch 26 Batch 530/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.867, Loss: 0.266 Epoch 26 Batch 531/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.867, Loss: 0.240 Epoch 26 Batch 532/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.867, Loss: 0.261 Epoch 26 Batch 533/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.868, Loss: 0.270 Epoch 26 Batch 534/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.865, Loss: 0.277 Epoch 26 Batch 535/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.860, Loss: 0.245 Epoch 26 Batch 536/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.254 Epoch 26 Batch 537/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.868, Loss: 0.241 Epoch 26 Batch 538/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.866, Loss: 0.225 Epoch 26 Batch 539/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.868, Loss: 0.288 Epoch 26 Batch 540/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.866, Loss: 0.233 Epoch 26 Batch 541/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.866, Loss: 0.247 Epoch 26 Batch 542/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.867, Loss: 0.278 Epoch 26 Batch 543/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.259 Epoch 26 Batch 544/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.869, Loss: 0.255 Epoch 26 Batch 545/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.869, Loss: 0.279 Epoch 26 Batch 546/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.867, Loss: 0.279 Epoch 26 Batch 547/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.867, Loss: 0.256 Epoch 26 Batch 548/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.281 Epoch 26 Batch 549/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.873, Loss: 0.294 Epoch 26 Batch 550/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.873, Loss: 0.285 Epoch 26 Batch 551/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.876, Loss: 0.286 Epoch 26 Batch 552/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.876, Loss: 0.283 Epoch 26 Batch 553/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.872, Loss: 0.277 Epoch 26 Batch 554/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.880, Loss: 0.257 Epoch 26 Batch 555/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.878, Loss: 0.247 Epoch 26 Batch 556/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.874, Loss: 0.240 Epoch 26 Batch 557/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.869, Loss: 0.237 Epoch 26 Batch 558/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.222 Epoch 26 Batch 559/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.875, Loss: 0.268 Epoch 26 Batch 560/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.876, Loss: 0.267 Epoch 26 Batch 561/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.249 Epoch 26 Batch 562/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.870, Loss: 0.245 Epoch 26 Batch 563/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.870, Loss: 0.274 Epoch 26 Batch 564/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.872, Loss: 0.272 Epoch 26 Batch 565/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.871, Loss: 0.280 Epoch 26 Batch 566/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.868, Loss: 0.284 Epoch 26 Batch 567/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.874, Loss: 0.259 Epoch 26 Batch 568/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.879, Loss: 0.257 Epoch 26 Batch 569/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.876, Loss: 0.277 Epoch 26 Batch 570/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.875, Loss: 0.292 Epoch 26 Batch 571/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.877, Loss: 0.244 Epoch 26 Batch 572/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.878, Loss: 0.246 Epoch 26 Batch 573/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.879, Loss: 0.267 Epoch 26 Batch 574/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.272 Epoch 26 Batch 575/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.264 Epoch 26 Batch 576/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.879, Loss: 0.249 Epoch 26 Batch 577/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.877, Loss: 0.269 Epoch 26 Batch 578/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.875, Loss: 0.275 Epoch 26 Batch 579/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.878, Loss: 0.239 Epoch 26 Batch 580/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.221 Epoch 26 Batch 581/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.870, Loss: 0.229 Epoch 26 Batch 582/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.869, Loss: 0.265 Epoch 26 Batch 583/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.869, Loss: 0.267 Epoch 26 Batch 584/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.866, Loss: 0.259 Epoch 26 Batch 585/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.231 Epoch 26 Batch 586/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.866, Loss: 0.254 Epoch 26 Batch 587/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.864, Loss: 0.243 Epoch 26 Batch 588/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.237 Epoch 26 Batch 589/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.864, Loss: 0.248 Epoch 26 Batch 590/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.265 Epoch 26 Batch 591/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.868, Loss: 0.232 Epoch 26 Batch 592/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.867, Loss: 0.262 Epoch 26 Batch 593/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.867, Loss: 0.266 Epoch 26 Batch 594/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.872, Loss: 0.265 Epoch 26 Batch 595/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.872, Loss: 0.259 Epoch 26 Batch 596/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.873, Loss: 0.272 Epoch 26 Batch 597/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.879, Loss: 0.264 Epoch 26 Batch 598/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.885, Loss: 0.265 Epoch 26 Batch 599/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.880, Loss: 0.320 Epoch 26 Batch 600/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.884, Loss: 0.236 Epoch 26 Batch 601/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.885, Loss: 0.256 Epoch 26 Batch 602/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.885, Loss: 0.270 Epoch 26 Batch 603/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.248 Epoch 26 Batch 604/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.881, Loss: 0.265 Epoch 26 Batch 605/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.881, Loss: 0.283 Epoch 26 Batch 606/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.881, Loss: 0.236 Epoch 26 Batch 607/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.882, Loss: 0.253 Epoch 26 Batch 608/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.268 Epoch 26 Batch 609/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.884, Loss: 0.266 Epoch 26 Batch 610/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.886, Loss: 0.282 Epoch 26 Batch 611/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.272 Epoch 26 Batch 612/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.889, Loss: 0.234 Epoch 26 Batch 613/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.889, Loss: 0.270 Epoch 26 Batch 614/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.890, Loss: 0.242 Epoch 26 Batch 615/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.890, Loss: 0.255 Epoch 26 Batch 616/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.278 Epoch 26 Batch 617/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.885, Loss: 0.248 Epoch 26 Batch 618/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.886, Loss: 0.258 Epoch 26 Batch 619/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.880, Loss: 0.248 Epoch 26 Batch 620/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.881, Loss: 0.257 Epoch 26 Batch 621/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.875, Loss: 0.266 Epoch 26 Batch 622/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.258 Epoch 26 Batch 623/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.877, Loss: 0.272 Epoch 26 Batch 624/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.244 Epoch 26 Batch 625/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.879, Loss: 0.240 Epoch 26 Batch 626/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.881, Loss: 0.239 Epoch 26 Batch 627/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.880, Loss: 0.245 Epoch 26 Batch 628/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.885, Loss: 0.275 Epoch 26 Batch 629/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.265 Epoch 26 Batch 630/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.257 Epoch 26 Batch 631/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.270 Epoch 26 Batch 632/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.880, Loss: 0.258 Epoch 26 Batch 633/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.880, Loss: 0.254 Epoch 26 Batch 634/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.880, Loss: 0.235 Epoch 26 Batch 635/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.883, Loss: 0.297 Epoch 26 Batch 636/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.877, Loss: 0.252 Epoch 26 Batch 637/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.871, Loss: 0.258 Epoch 26 Batch 638/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.875, Loss: 0.257 Epoch 26 Batch 639/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.870, Loss: 0.261 Epoch 26 Batch 640/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.869, Loss: 0.229 Epoch 26 Batch 641/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.259 Epoch 26 Batch 642/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.875, Loss: 0.270 Epoch 26 Batch 643/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.242 Epoch 26 Batch 644/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.260 Epoch 26 Batch 645/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.241 Epoch 26 Batch 646/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.871, Loss: 0.249 Epoch 26 Batch 647/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.865, Loss: 0.259 Epoch 26 Batch 648/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.870, Loss: 0.257 Epoch 26 Batch 649/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.869, Loss: 0.255 Epoch 26 Batch 650/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.868, Loss: 0.248 Epoch 26 Batch 651/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.868, Loss: 0.258 Epoch 26 Batch 652/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.254 Epoch 26 Batch 653/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.874, Loss: 0.264 Epoch 26 Batch 654/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.870, Loss: 0.243 Epoch 26 Batch 655/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.267 Epoch 26 Batch 656/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.876, Loss: 0.272 Epoch 26 Batch 657/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.877, Loss: 0.265 Epoch 26 Batch 658/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.247 Epoch 26 Batch 659/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.871, Loss: 0.260 Epoch 26 Batch 660/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.277 Epoch 26 Batch 661/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.875, Loss: 0.234 Epoch 26 Batch 662/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.875, Loss: 0.249 Epoch 26 Batch 663/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.879, Loss: 0.219 Epoch 26 Batch 664/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.867, Loss: 0.262 Epoch 26 Batch 665/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.871, Loss: 0.251 Epoch 26 Batch 666/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.874, Loss: 0.265 Epoch 26 Batch 667/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.879, Loss: 0.262 Epoch 26 Batch 668/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.879, Loss: 0.237 Epoch 26 Batch 669/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.879, Loss: 0.247 Epoch 26 Batch 670/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.878, Loss: 0.241 Epoch 26 Batch 671/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.874, Loss: 0.269 Epoch 26 Batch 672/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.240 Epoch 26 Batch 673/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.878, Loss: 0.237 Epoch 26 Batch 674/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.879, Loss: 0.253 Epoch 26 Batch 675/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.879, Loss: 0.300 Epoch 26 Batch 676/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.873, Loss: 0.258 Epoch 26 Batch 677/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.874, Loss: 0.283 Epoch 26 Batch 678/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.875, Loss: 0.250 Epoch 26 Batch 679/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.875, Loss: 0.259 Epoch 26 Batch 680/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.874, Loss: 0.243 Epoch 26 Batch 681/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.877, Loss: 0.285 Epoch 26 Batch 682/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.882, Loss: 0.264 Epoch 26 Batch 683/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.881, Loss: 0.234 Epoch 26 Batch 684/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.877, Loss: 0.257 Epoch 26 Batch 685/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.876, Loss: 0.261 Epoch 26 Batch 686/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.876, Loss: 0.245 Epoch 26 Batch 687/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.876, Loss: 0.271 Epoch 26 Batch 688/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.876, Loss: 0.239 Epoch 26 Batch 689/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.876, Loss: 0.248 Epoch 26 Batch 690/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.240 Epoch 26 Batch 691/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.877, Loss: 0.278 Epoch 26 Batch 692/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.877, Loss: 0.244 Epoch 26 Batch 693/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.877, Loss: 0.284 Epoch 26 Batch 694/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.871, Loss: 0.255 Epoch 26 Batch 695/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.875, Loss: 0.244 Epoch 26 Batch 696/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.869, Loss: 0.273 Epoch 26 Batch 697/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.868, Loss: 0.249 Epoch 26 Batch 698/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.868, Loss: 0.241 Epoch 26 Batch 699/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.872, Loss: 0.251 Epoch 26 Batch 700/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.868, Loss: 0.236 Epoch 26 Batch 701/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.866, Loss: 0.272 Epoch 26 Batch 702/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.867, Loss: 0.282 Epoch 26 Batch 703/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.867, Loss: 0.270 Epoch 26 Batch 704/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.867, Loss: 0.291 Epoch 26 Batch 705/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.863, Loss: 0.270 Epoch 26 Batch 706/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.864, Loss: 0.290 Epoch 26 Batch 707/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.864, Loss: 0.249 Epoch 26 Batch 708/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.865, Loss: 0.269 Epoch 26 Batch 709/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.865, Loss: 0.279 Epoch 26 Batch 710/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.868, Loss: 0.233 Epoch 26 Batch 711/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.868, Loss: 0.305 Epoch 26 Batch 712/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.865, Loss: 0.244 Epoch 26 Batch 713/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.865, Loss: 0.240 Epoch 26 Batch 714/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.871, Loss: 0.249 Epoch 26 Batch 715/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.884, Loss: 0.279 Epoch 26 Batch 716/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.888, Loss: 0.227 Epoch 26 Batch 717/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.876, Loss: 0.258 Epoch 26 Batch 718/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.865, Loss: 0.255 Epoch 26 Batch 719/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.252 Epoch 26 Batch 720/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.865, Loss: 0.286 Epoch 26 Batch 721/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.863, Loss: 0.253 Epoch 26 Batch 722/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.868, Loss: 0.237 Epoch 26 Batch 723/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.878, Loss: 0.255 Epoch 26 Batch 724/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.876, Loss: 0.284 Epoch 26 Batch 725/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.876, Loss: 0.220 Epoch 26 Batch 726/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.235 Epoch 26 Batch 727/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.877, Loss: 0.223 Epoch 26 Batch 728/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.882, Loss: 0.283 Epoch 26 Batch 729/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.891, Loss: 0.259 Epoch 26 Batch 730/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.890, Loss: 0.262 Epoch 26 Batch 731/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.881, Loss: 0.265 Epoch 26 Batch 732/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.275 Epoch 26 Batch 733/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.877, Loss: 0.272 Epoch 26 Batch 734/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.277 Epoch 26 Batch 735/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.873, Loss: 0.243 Epoch 26 Batch 736/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.873, Loss: 0.248 Epoch 26 Batch 737/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.873, Loss: 0.290 Epoch 26 Batch 738/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.234 Epoch 26 Batch 739/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.868, Loss: 0.221 Epoch 26 Batch 740/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.872, Loss: 0.243 Epoch 26 Batch 741/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.872, Loss: 0.273 Epoch 26 Batch 742/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.254 Epoch 26 Batch 743/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.878, Loss: 0.258 Epoch 26 Batch 744/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.879, Loss: 0.230 Epoch 26 Batch 745/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.878, Loss: 0.249 Epoch 26 Batch 746/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.877, Loss: 0.254 Epoch 26 Batch 747/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.222 Epoch 26 Batch 748/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.253 Epoch 26 Batch 749/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.877, Loss: 0.282 Epoch 26 Batch 750/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.874, Loss: 0.268 Epoch 26 Batch 751/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.875, Loss: 0.268 Epoch 26 Batch 752/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.878, Loss: 0.240 Epoch 26 Batch 753/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.879, Loss: 0.253 Epoch 26 Batch 754/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.880, Loss: 0.264 Epoch 26 Batch 755/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.878, Loss: 0.257 Epoch 26 Batch 756/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.874, Loss: 0.243 Epoch 26 Batch 757/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.262 Epoch 26 Batch 758/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.875, Loss: 0.217 Epoch 26 Batch 759/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.877, Loss: 0.225 Epoch 26 Batch 760/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.881, Loss: 0.254 Epoch 26 Batch 761/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.881, Loss: 0.273 Epoch 26 Batch 762/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.877, Loss: 0.236 Epoch 26 Batch 763/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.234 Epoch 26 Batch 764/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.268 Epoch 26 Batch 765/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.882, Loss: 0.241 Epoch 26 Batch 766/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.886, Loss: 0.263 Epoch 26 Batch 767/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.886, Loss: 0.247 Epoch 26 Batch 768/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.880, Loss: 0.242 Epoch 26 Batch 769/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.881, Loss: 0.241 Epoch 26 Batch 770/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.881, Loss: 0.248 Epoch 26 Batch 771/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.268 Epoch 26 Batch 772/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.885, Loss: 0.257 Epoch 26 Batch 773/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.239 Epoch 26 Batch 774/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.280 Epoch 26 Batch 775/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.255 Epoch 26 Batch 776/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.882, Loss: 0.236 Epoch 26 Batch 777/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.880, Loss: 0.250 Epoch 26 Batch 778/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.875, Loss: 0.244 Epoch 26 Batch 779/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.875, Loss: 0.262 Epoch 26 Batch 780/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.874, Loss: 0.265 Epoch 26 Batch 781/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.875, Loss: 0.244 Epoch 26 Batch 782/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.876, Loss: 0.248 Epoch 26 Batch 783/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.272 Epoch 26 Batch 784/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.876, Loss: 0.239 Epoch 26 Batch 785/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.875, Loss: 0.240 Epoch 26 Batch 786/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.874, Loss: 0.252 Epoch 26 Batch 787/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.870, Loss: 0.237 Epoch 26 Batch 788/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.240 Epoch 26 Batch 789/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.874, Loss: 0.252 Epoch 26 Batch 790/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.870, Loss: 0.279 Epoch 26 Batch 791/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.869, Loss: 0.258 Epoch 26 Batch 792/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.869, Loss: 0.276 Epoch 26 Batch 793/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.869, Loss: 0.260 Epoch 26 Batch 794/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.871, Loss: 0.232 Epoch 26 Batch 795/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.870, Loss: 0.277 Epoch 26 Batch 796/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.873, Loss: 0.260 Epoch 26 Batch 797/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.263 Epoch 26 Batch 798/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.872, Loss: 0.269 Epoch 26 Batch 799/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.871, Loss: 0.276 Epoch 26 Batch 800/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.873, Loss: 0.240 Epoch 26 Batch 801/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.871, Loss: 0.278 Epoch 26 Batch 802/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.867, Loss: 0.268 Epoch 26 Batch 803/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.866, Loss: 0.257 Epoch 26 Batch 804/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.248 Epoch 26 Batch 805/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.866, Loss: 0.274 Epoch 26 Batch 806/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.866, Loss: 0.244 Epoch 26 Batch 807/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.865, Loss: 0.223 Epoch 26 Batch 808/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.867, Loss: 0.279 Epoch 26 Batch 809/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.867, Loss: 0.262 Epoch 26 Batch 810/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.872, Loss: 0.238 Epoch 26 Batch 811/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.872, Loss: 0.239 Epoch 26 Batch 812/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.271 Epoch 26 Batch 813/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.874, Loss: 0.269 Epoch 26 Batch 814/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.873, Loss: 0.267 Epoch 26 Batch 815/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.878, Loss: 0.252 Epoch 26 Batch 816/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.874, Loss: 0.254 Epoch 26 Batch 817/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.875, Loss: 0.275 Epoch 26 Batch 818/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.875, Loss: 0.252 Epoch 26 Batch 819/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.879, Loss: 0.236 Epoch 26 Batch 820/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.876, Loss: 0.278 Epoch 26 Batch 821/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.867, Loss: 0.253 Epoch 26 Batch 822/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.869, Loss: 0.260 Epoch 26 Batch 823/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.869, Loss: 0.240 Epoch 26 Batch 824/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.867, Loss: 0.232 Epoch 26 Batch 825/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.867, Loss: 0.247 Epoch 26 Batch 826/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.866, Loss: 0.245 Epoch 26 Batch 827/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.867, Loss: 0.267 Epoch 26 Batch 828/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.868, Loss: 0.250 Epoch 26 Batch 829/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.868, Loss: 0.279 Epoch 26 Batch 830/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.873, Loss: 0.251 Epoch 26 Batch 831/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.875, Loss: 0.253 Epoch 26 Batch 832/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.875, Loss: 0.250 Epoch 26 Batch 833/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.877, Loss: 0.241 Epoch 26 Batch 834/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.877, Loss: 0.278 Epoch 26 Batch 835/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.873, Loss: 0.285 Epoch 26 Batch 836/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.873, Loss: 0.260 Epoch 26 Batch 837/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.873, Loss: 0.281 Epoch 26 Batch 838/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.878, Loss: 0.245 Epoch 26 Batch 839/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.868, Loss: 0.242 Epoch 26 Batch 840/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.872, Loss: 0.235 Epoch 26 Batch 841/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.873, Loss: 0.273 Epoch 26 Batch 842/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.245 Epoch 26 Batch 843/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.863, Loss: 0.248 Epoch 26 Batch 844/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.881, Loss: 0.248 Epoch 26 Batch 845/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.880, Loss: 0.235 Epoch 26 Batch 846/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.872, Loss: 0.282 Epoch 26 Batch 847/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.869, Loss: 0.271 Epoch 26 Batch 848/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.870, Loss: 0.251 Epoch 26 Batch 849/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.875, Loss: 0.240 Epoch 26 Batch 850/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.870, Loss: 0.270 Epoch 26 Batch 851/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.248 Epoch 26 Batch 852/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.879, Loss: 0.265 Epoch 26 Batch 853/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.880, Loss: 0.237 Epoch 26 Batch 854/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.887, Loss: 0.257 Epoch 26 Batch 855/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.883, Loss: 0.251 Epoch 26 Batch 856/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.882, Loss: 0.252 Epoch 26 Batch 857/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.880, Loss: 0.231 Epoch 26 Batch 858/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.880, Loss: 0.253 Epoch 26 Batch 859/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.875, Loss: 0.280 Epoch 26 Batch 860/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.875, Loss: 0.251 Epoch 26 Batch 861/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.863, Loss: 0.260 Epoch 26 Batch 862/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.865, Loss: 0.251 Epoch 26 Batch 863/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.859, Loss: 0.232 Epoch 26 Batch 864/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.860, Loss: 0.237 Epoch 26 Batch 865/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.858, Loss: 0.248 Epoch 26 Batch 866/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.859, Loss: 0.272 Epoch 26 Batch 867/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.858, Loss: 0.317 Epoch 26 Batch 868/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.853, Loss: 0.264 Epoch 26 Batch 869/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.856, Loss: 0.265 Epoch 26 Batch 870/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.856, Loss: 0.271 Epoch 26 Batch 871/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.860, Loss: 0.251 Epoch 26 Batch 872/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.862, Loss: 0.237 Epoch 26 Batch 873/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.860, Loss: 0.251 Epoch 26 Batch 874/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.865, Loss: 0.273 Epoch 26 Batch 875/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.869, Loss: 0.256 Epoch 26 Batch 876/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.865, Loss: 0.263 Epoch 26 Batch 877/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.864, Loss: 0.236 Epoch 26 Batch 878/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.864, Loss: 0.265 Epoch 26 Batch 879/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.860, Loss: 0.225 Epoch 26 Batch 880/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.868, Loss: 0.263 Epoch 26 Batch 881/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.868, Loss: 0.259 Epoch 26 Batch 882/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.873, Loss: 0.270 Epoch 26 Batch 883/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.873, Loss: 0.323 Epoch 26 Batch 884/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.243 Epoch 26 Batch 885/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.211 Epoch 26 Batch 886/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.876, Loss: 0.280 Epoch 26 Batch 887/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.876, Loss: 0.291 Epoch 26 Batch 888/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.876, Loss: 0.245 Epoch 26 Batch 889/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.243 Epoch 26 Batch 890/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.876, Loss: 0.253 Epoch 26 Batch 891/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.876, Loss: 0.257 Epoch 26 Batch 892/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.881, Loss: 0.234 Epoch 26 Batch 893/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.877, Loss: 0.266 Epoch 26 Batch 894/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.881, Loss: 0.236 Epoch 26 Batch 895/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.877, Loss: 0.251 Epoch 26 Batch 896/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.277 Epoch 26 Batch 897/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.870, Loss: 0.228 Epoch 26 Batch 898/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.870, Loss: 0.221 Epoch 26 Batch 899/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.871, Loss: 0.260 Epoch 26 Batch 900/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.875, Loss: 0.261 Epoch 26 Batch 901/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.877, Loss: 0.279 Epoch 26 Batch 902/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.874, Loss: 0.271 Epoch 26 Batch 903/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.248 Epoch 26 Batch 904/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.878, Loss: 0.255 Epoch 26 Batch 905/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.879, Loss: 0.257 Epoch 26 Batch 906/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.875, Loss: 0.231 Epoch 26 Batch 907/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.878, Loss: 0.241 Epoch 26 Batch 908/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.878, Loss: 0.262 Epoch 26 Batch 909/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.878, Loss: 0.243 Epoch 26 Batch 910/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.878, Loss: 0.235 Epoch 26 Batch 911/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.874, Loss: 0.232 Epoch 26 Batch 912/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.870, Loss: 0.277 Epoch 26 Batch 913/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.869, Loss: 0.280 Epoch 26 Batch 914/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.874, Loss: 0.255 Epoch 26 Batch 915/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.868, Loss: 0.277 Epoch 26 Batch 916/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.872, Loss: 0.272 Epoch 26 Batch 917/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.873, Loss: 0.263 Epoch 26 Batch 918/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.873, Loss: 0.224 Epoch 26 Batch 919/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.873, Loss: 0.246 Epoch 26 Batch 920/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.872, Loss: 0.274 Epoch 26 Batch 921/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.876, Loss: 0.279 Epoch 26 Batch 922/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.872, Loss: 0.252 Epoch 26 Batch 923/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.880, Loss: 0.264 Epoch 26 Batch 924/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.269 Epoch 26 Batch 925/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.257 Epoch 26 Batch 926/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.886, Loss: 0.256 Epoch 26 Batch 927/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.876, Loss: 0.272 Epoch 26 Batch 928/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.875, Loss: 0.238 Epoch 26 Batch 929/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.270 Epoch 26 Batch 930/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.875, Loss: 0.243 Epoch 26 Batch 931/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.875, Loss: 0.246 Epoch 26 Batch 932/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.879, Loss: 0.231 Epoch 26 Batch 933/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.881, Loss: 0.270 Epoch 26 Batch 934/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.871, Loss: 0.245 Epoch 26 Batch 935/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.882, Loss: 0.259 Epoch 26 Batch 936/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.883, Loss: 0.255 Epoch 26 Batch 937/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.883, Loss: 0.288 Epoch 26 Batch 938/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.883, Loss: 0.277 Epoch 26 Batch 939/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.877, Loss: 0.289 Epoch 26 Batch 940/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.252 Epoch 26 Batch 941/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.874, Loss: 0.236 Epoch 26 Batch 942/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.874, Loss: 0.267 Epoch 26 Batch 943/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.870, Loss: 0.254 Epoch 26 Batch 944/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.869, Loss: 0.235 Epoch 26 Batch 945/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.872, Loss: 0.253 Epoch 26 Batch 946/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.872, Loss: 0.241 Epoch 26 Batch 947/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.873, Loss: 0.291 Epoch 26 Batch 948/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.874, Loss: 0.256 Epoch 26 Batch 949/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.873, Loss: 0.222 Epoch 26 Batch 950/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.868, Loss: 0.247 Epoch 26 Batch 951/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.867, Loss: 0.252 Epoch 26 Batch 952/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.868, Loss: 0.233 Epoch 26 Batch 953/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.869, Loss: 0.233 Epoch 26 Batch 954/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.874, Loss: 0.267 Epoch 26 Batch 955/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.250 Epoch 26 Batch 956/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.893, Loss: 0.243 Epoch 26 Batch 957/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.885, Loss: 0.244 Epoch 26 Batch 958/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.871, Loss: 0.260 Epoch 26 Batch 959/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.871, Loss: 0.243 Epoch 26 Batch 960/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.870, Loss: 0.232 Epoch 26 Batch 961/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.865, Loss: 0.271 Epoch 26 Batch 962/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.865, Loss: 0.247 Epoch 26 Batch 963/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.866, Loss: 0.291 Epoch 26 Batch 964/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.228 Epoch 26 Batch 965/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.864, Loss: 0.283 Epoch 26 Batch 966/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.224 Epoch 26 Batch 967/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.223 Epoch 26 Batch 968/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.872, Loss: 0.278 Epoch 26 Batch 969/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.283 Epoch 26 Batch 970/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.873, Loss: 0.266 Epoch 26 Batch 971/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.248 Epoch 26 Batch 972/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.234 Epoch 26 Batch 973/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.876, Loss: 0.243 Epoch 26 Batch 974/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.880, Loss: 0.243 Epoch 26 Batch 975/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.886, Loss: 0.246 Epoch 26 Batch 976/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.874, Loss: 0.242 Epoch 26 Batch 977/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.875, Loss: 0.247 Epoch 26 Batch 978/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.875, Loss: 0.258 Epoch 26 Batch 979/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.268 Epoch 26 Batch 980/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.876, Loss: 0.267 Epoch 26 Batch 981/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.870, Loss: 0.258 Epoch 26 Batch 982/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.870, Loss: 0.265 Epoch 26 Batch 983/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.869, Loss: 0.258 Epoch 26 Batch 984/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.870, Loss: 0.277 Epoch 26 Batch 985/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.874, Loss: 0.248 Epoch 26 Batch 986/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.880, Loss: 0.255 Epoch 26 Batch 987/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.879, Loss: 0.228 Epoch 26 Batch 988/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.878, Loss: 0.264 Epoch 26 Batch 989/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.877, Loss: 0.277 Epoch 26 Batch 990/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.873, Loss: 0.262 Epoch 26 Batch 991/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.876, Loss: 0.267 Epoch 26 Batch 992/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.876, Loss: 0.259 Epoch 26 Batch 993/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.879, Loss: 0.223 Epoch 26 Batch 994/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.875, Loss: 0.258 Epoch 26 Batch 995/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.873, Loss: 0.254 Epoch 26 Batch 996/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.874, Loss: 0.244 Epoch 26 Batch 997/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.869, Loss: 0.281 Epoch 26 Batch 998/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.869, Loss: 0.237 Epoch 26 Batch 999/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.252 Epoch 26 Batch 1000/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.862, Loss: 0.240 Epoch 26 Batch 1001/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.862, Loss: 0.227 Epoch 26 Batch 1002/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.862, Loss: 0.236 Epoch 26 Batch 1003/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.862, Loss: 0.251 Epoch 26 Batch 1004/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.862, Loss: 0.263 Epoch 26 Batch 1005/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.862, Loss: 0.255 Epoch 26 Batch 1006/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.861, Loss: 0.229 Epoch 26 Batch 1007/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.861, Loss: 0.244 Epoch 26 Batch 1008/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.861, Loss: 0.282 Epoch 26 Batch 1009/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.866, Loss: 0.244 Epoch 26 Batch 1010/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.865, Loss: 0.264 Epoch 26 Batch 1011/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.865, Loss: 0.242 Epoch 26 Batch 1012/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.865, Loss: 0.249 Epoch 26 Batch 1013/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.865, Loss: 0.230 Epoch 26 Batch 1014/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.864, Loss: 0.273 Epoch 26 Batch 1015/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.863, Loss: 0.286 Epoch 26 Batch 1016/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.863, Loss: 0.289 Epoch 26 Batch 1017/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.863, Loss: 0.252 Epoch 26 Batch 1018/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.863, Loss: 0.263 Epoch 26 Batch 1019/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.868, Loss: 0.280 Epoch 26 Batch 1020/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.868, Loss: 0.249 Epoch 26 Batch 1021/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.864, Loss: 0.243 Epoch 26 Batch 1022/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.865, Loss: 0.233 Epoch 26 Batch 1023/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.866, Loss: 0.221 Epoch 26 Batch 1024/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.869, Loss: 0.291 Epoch 26 Batch 1025/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.865, Loss: 0.259 Epoch 26 Batch 1026/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.864, Loss: 0.240 Epoch 26 Batch 1027/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.869, Loss: 0.267 Epoch 26 Batch 1028/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.874, Loss: 0.265 Epoch 26 Batch 1029/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.864, Loss: 0.246 Epoch 26 Batch 1030/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.860, Loss: 0.253 Epoch 26 Batch 1031/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.865, Loss: 0.283 Epoch 26 Batch 1032/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.865, Loss: 0.285 Epoch 26 Batch 1033/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.869, Loss: 0.240 Epoch 26 Batch 1034/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.865, Loss: 0.260 Epoch 26 Batch 1035/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.864, Loss: 0.216 Epoch 26 Batch 1036/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.855, Loss: 0.279 Epoch 26 Batch 1037/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.855, Loss: 0.265 Epoch 26 Batch 1038/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.857, Loss: 0.251 Epoch 26 Batch 1039/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.857, Loss: 0.249 Epoch 26 Batch 1040/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.850, Loss: 0.262 Epoch 26 Batch 1041/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.852, Loss: 0.263 Epoch 26 Batch 1042/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.853, Loss: 0.249 Epoch 26 Batch 1043/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.853, Loss: 0.274 Epoch 26 Batch 1044/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.857, Loss: 0.261 Epoch 26 Batch 1045/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.857, Loss: 0.261 Epoch 26 Batch 1046/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.858, Loss: 0.224 Epoch 26 Batch 1047/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.861, Loss: 0.250 Epoch 26 Batch 1048/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.865, Loss: 0.247 Epoch 26 Batch 1049/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.865, Loss: 0.284 Epoch 26 Batch 1050/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.869, Loss: 0.231 Epoch 26 Batch 1051/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.260 Epoch 26 Batch 1052/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.870, Loss: 0.253 Epoch 26 Batch 1053/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.870, Loss: 0.259 Epoch 26 Batch 1054/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.867, Loss: 0.245 Epoch 26 Batch 1055/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.867, Loss: 0.243 Epoch 26 Batch 1056/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.867, Loss: 0.246 Epoch 26 Batch 1057/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.866, Loss: 0.261 Epoch 26 Batch 1058/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.861, Loss: 0.265 Epoch 26 Batch 1059/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.859, Loss: 0.291 Epoch 26 Batch 1060/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.859, Loss: 0.234 Epoch 26 Batch 1061/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.859, Loss: 0.278 Epoch 26 Batch 1062/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.863, Loss: 0.251 Epoch 26 Batch 1063/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.867, Loss: 0.256 Epoch 26 Batch 1064/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.864, Loss: 0.253 Epoch 26 Batch 1065/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.860, Loss: 0.248 Epoch 26 Batch 1066/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.858, Loss: 0.230 Epoch 26 Batch 1067/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.859, Loss: 0.265 Epoch 26 Batch 1068/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.865, Loss: 0.246 Epoch 26 Batch 1069/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.209 Epoch 26 Batch 1070/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.865, Loss: 0.244 Epoch 26 Batch 1071/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.871, Loss: 0.254 Epoch 26 Batch 1072/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.866, Loss: 0.265 Epoch 26 Batch 1073/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.276 Epoch 26 Batch 1074/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.861, Loss: 0.273 Epoch 26 Batch 1075/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.864, Loss: 0.267 Epoch 27 Batch 0/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.869, Loss: 0.233 Epoch 27 Batch 1/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.874, Loss: 0.245 Epoch 27 Batch 2/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.878, Loss: 0.285 Epoch 27 Batch 3/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.237 Epoch 27 Batch 4/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.868, Loss: 0.239 Epoch 27 Batch 5/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.869, Loss: 0.290 Epoch 27 Batch 6/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.864, Loss: 0.253 Epoch 27 Batch 7/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.865, Loss: 0.236 Epoch 27 Batch 8/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.864, Loss: 0.246 Epoch 27 Batch 9/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.864, Loss: 0.249 Epoch 27 Batch 10/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.868, Loss: 0.269 Epoch 27 Batch 11/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.240 Epoch 27 Batch 12/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.869, Loss: 0.271 Epoch 27 Batch 13/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.875, Loss: 0.259 Epoch 27 Batch 14/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.866, Loss: 0.227 Epoch 27 Batch 15/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.862, Loss: 0.242 Epoch 27 Batch 16/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.861, Loss: 0.276 Epoch 27 Batch 17/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.240 Epoch 27 Batch 18/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.864, Loss: 0.263 Epoch 27 Batch 19/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.864, Loss: 0.251 Epoch 27 Batch 20/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.225 Epoch 27 Batch 21/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.260 Epoch 27 Batch 22/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.859, Loss: 0.259 Epoch 27 Batch 23/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.860, Loss: 0.260 Epoch 27 Batch 24/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.861, Loss: 0.248 Epoch 27 Batch 25/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.860, Loss: 0.242 Epoch 27 Batch 26/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.853, Loss: 0.279 Epoch 27 Batch 27/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.853, Loss: 0.230 Epoch 27 Batch 28/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.855, Loss: 0.252 Epoch 27 Batch 29/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.861, Loss: 0.241 Epoch 27 Batch 30/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.860, Loss: 0.252 Epoch 27 Batch 31/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.864, Loss: 0.246 Epoch 27 Batch 32/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.245 Epoch 27 Batch 33/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.863, Loss: 0.232 Epoch 27 Batch 34/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.864, Loss: 0.280 Epoch 27 Batch 35/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.857, Loss: 0.238 Epoch 27 Batch 36/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.859, Loss: 0.247 Epoch 27 Batch 37/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.870, Loss: 0.248 Epoch 27 Batch 38/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.872, Loss: 0.262 Epoch 27 Batch 39/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.873, Loss: 0.284 Epoch 27 Batch 40/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.249 Epoch 27 Batch 41/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.869, Loss: 0.258 Epoch 27 Batch 42/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.874, Loss: 0.284 Epoch 27 Batch 43/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.874, Loss: 0.265 Epoch 27 Batch 44/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.874, Loss: 0.246 Epoch 27 Batch 45/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.869, Loss: 0.266 Epoch 27 Batch 46/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.864, Loss: 0.265 Epoch 27 Batch 47/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.865, Loss: 0.241 Epoch 27 Batch 48/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.299 Epoch 27 Batch 49/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.256 Epoch 27 Batch 50/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.875, Loss: 0.240 Epoch 27 Batch 51/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.240 Epoch 27 Batch 52/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.872, Loss: 0.252 Epoch 27 Batch 53/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.868, Loss: 0.246 Epoch 27 Batch 54/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.872, Loss: 0.299 Epoch 27 Batch 55/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.872, Loss: 0.247 Epoch 27 Batch 56/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.871, Loss: 0.219 Epoch 27 Batch 57/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.871, Loss: 0.242 Epoch 27 Batch 58/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.230 Epoch 27 Batch 59/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.857, Loss: 0.266 Epoch 27 Batch 60/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.856, Loss: 0.241 Epoch 27 Batch 61/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.860, Loss: 0.278 Epoch 27 Batch 62/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.865, Loss: 0.274 Epoch 27 Batch 63/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.865, Loss: 0.221 Epoch 27 Batch 64/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.864, Loss: 0.232 Epoch 27 Batch 65/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.865, Loss: 0.254 Epoch 27 Batch 66/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.865, Loss: 0.239 Epoch 27 Batch 67/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.866, Loss: 0.261 Epoch 27 Batch 68/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.871, Loss: 0.252 Epoch 27 Batch 69/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.874, Loss: 0.293 Epoch 27 Batch 70/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.263 Epoch 27 Batch 71/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.870, Loss: 0.233 Epoch 27 Batch 72/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.870, Loss: 0.273 Epoch 27 Batch 73/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.870, Loss: 0.243 Epoch 27 Batch 74/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.875, Loss: 0.215 Epoch 27 Batch 75/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.880, Loss: 0.270 Epoch 27 Batch 76/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.871, Loss: 0.230 Epoch 27 Batch 77/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.872, Loss: 0.255 Epoch 27 Batch 78/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.870, Loss: 0.298 Epoch 27 Batch 79/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.870, Loss: 0.257 Epoch 27 Batch 80/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.875, Loss: 0.236 Epoch 27 Batch 81/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.870, Loss: 0.235 Epoch 27 Batch 82/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.870, Loss: 0.233 Epoch 27 Batch 83/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.873, Loss: 0.277 Epoch 27 Batch 84/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.877, Loss: 0.250 Epoch 27 Batch 85/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.874, Loss: 0.236 Epoch 27 Batch 86/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.884, Loss: 0.247 Epoch 27 Batch 87/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.885, Loss: 0.289 Epoch 27 Batch 88/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.889, Loss: 0.304 Epoch 27 Batch 89/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.885, Loss: 0.269 Epoch 27 Batch 90/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.271 Epoch 27 Batch 91/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.206 Epoch 27 Batch 92/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.262 Epoch 27 Batch 93/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.876, Loss: 0.279 Epoch 27 Batch 94/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.876, Loss: 0.222 Epoch 27 Batch 95/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.863, Loss: 0.269 Epoch 27 Batch 96/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.870, Loss: 0.255 Epoch 27 Batch 97/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.867, Loss: 0.252 Epoch 27 Batch 98/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.256 Epoch 27 Batch 99/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.865, Loss: 0.240 Epoch 27 Batch 100/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.870, Loss: 0.255 Epoch 27 Batch 101/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.874, Loss: 0.257 Epoch 27 Batch 102/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.870, Loss: 0.229 Epoch 27 Batch 103/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.870, Loss: 0.265 Epoch 27 Batch 104/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.265 Epoch 27 Batch 105/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.876, Loss: 0.267 Epoch 27 Batch 106/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.881, Loss: 0.298 Epoch 27 Batch 107/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.872, Loss: 0.251 Epoch 27 Batch 108/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.879, Loss: 0.231 Epoch 27 Batch 109/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.880, Loss: 0.247 Epoch 27 Batch 110/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.881, Loss: 0.234 Epoch 27 Batch 111/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.261 Epoch 27 Batch 112/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.875, Loss: 0.251 Epoch 27 Batch 113/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.877, Loss: 0.263 Epoch 27 Batch 114/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.236 Epoch 27 Batch 115/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.874, Loss: 0.252 Epoch 27 Batch 116/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.875, Loss: 0.264 Epoch 27 Batch 117/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.874, Loss: 0.259 Epoch 27 Batch 118/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.880, Loss: 0.275 Epoch 27 Batch 119/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.880, Loss: 0.264 Epoch 27 Batch 120/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.881, Loss: 0.274 Epoch 27 Batch 121/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.886, Loss: 0.234 Epoch 27 Batch 122/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.886, Loss: 0.247 Epoch 27 Batch 123/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.234 Epoch 27 Batch 124/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.885, Loss: 0.288 Epoch 27 Batch 125/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.245 Epoch 27 Batch 126/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.875, Loss: 0.220 Epoch 27 Batch 127/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.879, Loss: 0.268 Epoch 27 Batch 128/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.240 Epoch 27 Batch 129/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.879, Loss: 0.246 Epoch 27 Batch 130/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.878, Loss: 0.203 Epoch 27 Batch 131/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.879, Loss: 0.252 Epoch 27 Batch 132/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.879, Loss: 0.254 Epoch 27 Batch 133/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.875, Loss: 0.250 Epoch 27 Batch 134/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.865, Loss: 0.225 Epoch 27 Batch 135/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.864, Loss: 0.246 Epoch 27 Batch 136/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.252 Epoch 27 Batch 137/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.864, Loss: 0.249 Epoch 27 Batch 138/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.866, Loss: 0.246 Epoch 27 Batch 139/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.866, Loss: 0.270 Epoch 27 Batch 140/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.869, Loss: 0.269 Epoch 27 Batch 141/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.873, Loss: 0.245 Epoch 27 Batch 142/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.877, Loss: 0.238 Epoch 27 Batch 143/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.877, Loss: 0.246 Epoch 27 Batch 144/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.876, Loss: 0.288 Epoch 27 Batch 145/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.876, Loss: 0.277 Epoch 27 Batch 146/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.876, Loss: 0.293 Epoch 27 Batch 147/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.881, Loss: 0.266 Epoch 27 Batch 148/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.877, Loss: 0.255 Epoch 27 Batch 149/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.878, Loss: 0.266 Epoch 27 Batch 150/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.877, Loss: 0.248 Epoch 27 Batch 151/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.230 Epoch 27 Batch 152/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.877, Loss: 0.259 Epoch 27 Batch 153/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.875, Loss: 0.283 Epoch 27 Batch 154/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.257 Epoch 27 Batch 155/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.864, Loss: 0.268 Epoch 27 Batch 156/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.863, Loss: 0.251 Epoch 27 Batch 157/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.867, Loss: 0.261 Epoch 27 Batch 158/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.269 Epoch 27 Batch 159/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.866, Loss: 0.214 Epoch 27 Batch 160/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.865, Loss: 0.227 Epoch 27 Batch 161/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.869, Loss: 0.251 Epoch 27 Batch 162/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.289 Epoch 27 Batch 163/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.278 Epoch 27 Batch 164/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.868, Loss: 0.271 Epoch 27 Batch 165/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.242 Epoch 27 Batch 166/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.864, Loss: 0.276 Epoch 27 Batch 167/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.863, Loss: 0.240 Epoch 27 Batch 168/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.864, Loss: 0.280 Epoch 27 Batch 169/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.863, Loss: 0.270 Epoch 27 Batch 170/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.864, Loss: 0.280 Epoch 27 Batch 171/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.868, Loss: 0.226 Epoch 27 Batch 172/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.241 Epoch 27 Batch 173/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.866, Loss: 0.259 Epoch 27 Batch 174/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.862, Loss: 0.260 Epoch 27 Batch 175/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.858, Loss: 0.248 Epoch 27 Batch 176/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.256 Epoch 27 Batch 177/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.861, Loss: 0.265 Epoch 27 Batch 178/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.864, Loss: 0.255 Epoch 27 Batch 179/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.870, Loss: 0.274 Epoch 27 Batch 180/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.870, Loss: 0.254 Epoch 27 Batch 181/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.874, Loss: 0.269 Epoch 27 Batch 182/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.879, Loss: 0.248 Epoch 27 Batch 183/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.884, Loss: 0.270 Epoch 27 Batch 184/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.880, Loss: 0.242 Epoch 27 Batch 185/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.881, Loss: 0.274 Epoch 27 Batch 186/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.881, Loss: 0.260 Epoch 27 Batch 187/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.875, Loss: 0.228 Epoch 27 Batch 188/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.874, Loss: 0.257 Epoch 27 Batch 189/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.874, Loss: 0.246 Epoch 27 Batch 190/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.874, Loss: 0.244 Epoch 27 Batch 191/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.878, Loss: 0.226 Epoch 27 Batch 192/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.877, Loss: 0.274 Epoch 27 Batch 193/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.877, Loss: 0.250 Epoch 27 Batch 194/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.219 Epoch 27 Batch 195/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.874, Loss: 0.245 Epoch 27 Batch 196/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.250 Epoch 27 Batch 197/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.870, Loss: 0.249 Epoch 27 Batch 198/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.868, Loss: 0.242 Epoch 27 Batch 199/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.230 Epoch 27 Batch 200/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.873, Loss: 0.250 Epoch 27 Batch 201/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.875, Loss: 0.227 Epoch 27 Batch 202/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.275 Epoch 27 Batch 203/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.876, Loss: 0.245 Epoch 27 Batch 204/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.878, Loss: 0.283 Epoch 27 Batch 205/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.874, Loss: 0.250 Epoch 27 Batch 206/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.874, Loss: 0.229 Epoch 27 Batch 207/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.874, Loss: 0.244 Epoch 27 Batch 208/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.874, Loss: 0.269 Epoch 27 Batch 209/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.873, Loss: 0.211 Epoch 27 Batch 210/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.877, Loss: 0.265 Epoch 27 Batch 211/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.876, Loss: 0.242 Epoch 27 Batch 212/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.236 Epoch 27 Batch 213/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.881, Loss: 0.235 Epoch 27 Batch 214/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.881, Loss: 0.257 Epoch 27 Batch 215/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.882, Loss: 0.275 Epoch 27 Batch 216/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.883, Loss: 0.240 Epoch 27 Batch 217/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.879, Loss: 0.236 Epoch 27 Batch 218/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.879, Loss: 0.284 Epoch 27 Batch 219/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.878, Loss: 0.232 Epoch 27 Batch 220/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.878, Loss: 0.261 Epoch 27 Batch 221/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.874, Loss: 0.250 Epoch 27 Batch 222/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.251 Epoch 27 Batch 223/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.870, Loss: 0.211 Epoch 27 Batch 224/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.873, Loss: 0.270 Epoch 27 Batch 225/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.876, Loss: 0.256 Epoch 27 Batch 226/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.872, Loss: 0.255 Epoch 27 Batch 227/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.872, Loss: 0.273 Epoch 27 Batch 228/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.872, Loss: 0.242 Epoch 27 Batch 229/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.874, Loss: 0.276 Epoch 27 Batch 230/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.879, Loss: 0.230 Epoch 27 Batch 231/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.875, Loss: 0.276 Epoch 27 Batch 232/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.876, Loss: 0.255 Epoch 27 Batch 233/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.877, Loss: 0.282 Epoch 27 Batch 234/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.880, Loss: 0.284 Epoch 27 Batch 235/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.240 Epoch 27 Batch 236/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.876, Loss: 0.265 Epoch 27 Batch 237/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.871, Loss: 0.226 Epoch 27 Batch 238/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.871, Loss: 0.237 Epoch 27 Batch 239/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.866, Loss: 0.225 Epoch 27 Batch 240/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.866, Loss: 0.238 Epoch 27 Batch 241/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.862, Loss: 0.235 Epoch 27 Batch 242/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.861, Loss: 0.233 Epoch 27 Batch 243/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.864, Loss: 0.260 Epoch 27 Batch 244/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.872, Loss: 0.264 Epoch 27 Batch 245/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.869, Loss: 0.244 Epoch 27 Batch 246/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.242 Epoch 27 Batch 247/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.879, Loss: 0.255 Epoch 27 Batch 248/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.876, Loss: 0.246 Epoch 27 Batch 249/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.876, Loss: 0.273 Epoch 27 Batch 250/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.228 Epoch 27 Batch 251/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.879, Loss: 0.244 Epoch 27 Batch 252/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.877, Loss: 0.233 Epoch 27 Batch 253/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.877, Loss: 0.247 Epoch 27 Batch 254/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.872, Loss: 0.243 Epoch 27 Batch 255/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.871, Loss: 0.250 Epoch 27 Batch 256/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.864, Loss: 0.282 Epoch 27 Batch 257/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.864, Loss: 0.239 Epoch 27 Batch 258/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.874, Loss: 0.244 Epoch 27 Batch 259/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.875, Loss: 0.244 Epoch 27 Batch 260/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.236 Epoch 27 Batch 261/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.871, Loss: 0.238 Epoch 27 Batch 262/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.244 Epoch 27 Batch 263/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.867, Loss: 0.238 Epoch 27 Batch 264/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.865, Loss: 0.267 Epoch 27 Batch 265/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.866, Loss: 0.257 Epoch 27 Batch 266/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.863, Loss: 0.263 Epoch 27 Batch 267/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.873, Loss: 0.228 Epoch 27 Batch 268/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.263 Epoch 27 Batch 269/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.873, Loss: 0.273 Epoch 27 Batch 270/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.877, Loss: 0.270 Epoch 27 Batch 271/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.878, Loss: 0.224 Epoch 27 Batch 272/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.881, Loss: 0.305 Epoch 27 Batch 273/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.880, Loss: 0.240 Epoch 27 Batch 274/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.875, Loss: 0.263 Epoch 27 Batch 275/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.244 Epoch 27 Batch 276/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.866, Loss: 0.310 Epoch 27 Batch 277/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.870, Loss: 0.235 Epoch 27 Batch 278/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.866, Loss: 0.296 Epoch 27 Batch 279/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.866, Loss: 0.297 Epoch 27 Batch 280/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.853, Loss: 0.266 Epoch 27 Batch 281/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.853, Loss: 0.269 Epoch 27 Batch 282/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.858, Loss: 0.287 Epoch 27 Batch 283/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.862, Loss: 0.269 Epoch 27 Batch 284/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.873, Loss: 0.278 Epoch 27 Batch 285/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.866, Loss: 0.249 Epoch 27 Batch 286/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.867, Loss: 0.237 Epoch 27 Batch 287/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.249 Epoch 27 Batch 288/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.276 Epoch 27 Batch 289/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.871, Loss: 0.250 Epoch 27 Batch 290/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.869, Loss: 0.285 Epoch 27 Batch 291/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.866, Loss: 0.266 Epoch 27 Batch 292/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.864, Loss: 0.247 Epoch 27 Batch 293/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.864, Loss: 0.275 Epoch 27 Batch 294/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.865, Loss: 0.265 Epoch 27 Batch 295/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.867, Loss: 0.273 Epoch 27 Batch 296/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.867, Loss: 0.228 Epoch 27 Batch 297/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.867, Loss: 0.283 Epoch 27 Batch 298/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.862, Loss: 0.270 Epoch 27 Batch 299/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.864, Loss: 0.215 Epoch 27 Batch 300/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.864, Loss: 0.246 Epoch 27 Batch 301/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.864, Loss: 0.247 Epoch 27 Batch 302/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.242 Epoch 27 Batch 303/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.871, Loss: 0.262 Epoch 27 Batch 304/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.870, Loss: 0.234 Epoch 27 Batch 305/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.875, Loss: 0.245 Epoch 27 Batch 306/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.870, Loss: 0.242 Epoch 27 Batch 307/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.238 Epoch 27 Batch 308/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.876, Loss: 0.278 Epoch 27 Batch 309/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.876, Loss: 0.232 Epoch 27 Batch 310/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.880, Loss: 0.259 Epoch 27 Batch 311/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.881, Loss: 0.247 Epoch 27 Batch 312/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.871, Loss: 0.273 Epoch 27 Batch 313/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.234 Epoch 27 Batch 314/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.875, Loss: 0.256 Epoch 27 Batch 315/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.876, Loss: 0.253 Epoch 27 Batch 316/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.878, Loss: 0.231 Epoch 27 Batch 317/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.289 Epoch 27 Batch 318/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.881, Loss: 0.257 Epoch 27 Batch 319/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.882, Loss: 0.248 Epoch 27 Batch 320/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.880, Loss: 0.270 Epoch 27 Batch 321/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.880, Loss: 0.253 Epoch 27 Batch 322/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.880, Loss: 0.228 Epoch 27 Batch 323/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.877, Loss: 0.237 Epoch 27 Batch 324/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.873, Loss: 0.249 Epoch 27 Batch 325/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.873, Loss: 0.247 Epoch 27 Batch 326/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.873, Loss: 0.238 Epoch 27 Batch 327/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.868, Loss: 0.282 Epoch 27 Batch 328/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.866, Loss: 0.297 Epoch 27 Batch 329/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.871, Loss: 0.277 Epoch 27 Batch 330/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.872, Loss: 0.255 Epoch 27 Batch 331/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.872, Loss: 0.255 Epoch 27 Batch 332/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.872, Loss: 0.238 Epoch 27 Batch 333/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.246 Epoch 27 Batch 334/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.872, Loss: 0.242 Epoch 27 Batch 335/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.873, Loss: 0.235 Epoch 27 Batch 336/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.873, Loss: 0.280 Epoch 27 Batch 337/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.872, Loss: 0.262 Epoch 27 Batch 338/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.873, Loss: 0.274 Epoch 27 Batch 339/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.877, Loss: 0.227 Epoch 27 Batch 340/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.878, Loss: 0.245 Epoch 27 Batch 341/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.873, Loss: 0.293 Epoch 27 Batch 342/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.869, Loss: 0.237 Epoch 27 Batch 343/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.865, Loss: 0.255 Epoch 27 Batch 344/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.869, Loss: 0.260 Epoch 27 Batch 345/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.862, Loss: 0.246 Epoch 27 Batch 346/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.864, Loss: 0.247 Epoch 27 Batch 347/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.860, Loss: 0.232 Epoch 27 Batch 348/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.855, Loss: 0.225 Epoch 27 Batch 349/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.240 Epoch 27 Batch 350/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.866, Loss: 0.264 Epoch 27 Batch 351/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.862, Loss: 0.278 Epoch 27 Batch 352/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.861, Loss: 0.247 Epoch 27 Batch 353/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.861, Loss: 0.287 Epoch 27 Batch 354/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.858, Loss: 0.283 Epoch 27 Batch 355/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.862, Loss: 0.269 Epoch 27 Batch 356/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.863, Loss: 0.251 Epoch 27 Batch 357/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.864, Loss: 0.248 Epoch 27 Batch 358/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.858, Loss: 0.275 Epoch 27 Batch 359/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.257 Epoch 27 Batch 360/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.858, Loss: 0.241 Epoch 27 Batch 361/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.857, Loss: 0.261 Epoch 27 Batch 362/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.853, Loss: 0.279 Epoch 27 Batch 363/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.283 Epoch 27 Batch 364/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.854, Loss: 0.267 Epoch 27 Batch 365/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.865, Loss: 0.217 Epoch 27 Batch 366/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.861, Loss: 0.233 Epoch 27 Batch 367/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.861, Loss: 0.230 Epoch 27 Batch 368/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.858, Loss: 0.252 Epoch 27 Batch 369/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.859, Loss: 0.240 Epoch 27 Batch 370/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.858, Loss: 0.244 Epoch 27 Batch 371/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.859, Loss: 0.246 Epoch 27 Batch 372/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.859, Loss: 0.227 Epoch 27 Batch 373/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.859, Loss: 0.234 Epoch 27 Batch 374/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.859, Loss: 0.265 Epoch 27 Batch 375/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.855, Loss: 0.233 Epoch 27 Batch 376/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.859, Loss: 0.233 Epoch 27 Batch 377/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.859, Loss: 0.261 Epoch 27 Batch 378/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.868, Loss: 0.228 Epoch 27 Batch 379/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.868, Loss: 0.255 Epoch 27 Batch 380/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.873, Loss: 0.243 Epoch 27 Batch 381/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.869, Loss: 0.271 Epoch 27 Batch 382/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.869, Loss: 0.297 Epoch 27 Batch 383/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.869, Loss: 0.250 Epoch 27 Batch 384/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.256 Epoch 27 Batch 385/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.875, Loss: 0.246 Epoch 27 Batch 386/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.876, Loss: 0.223 Epoch 27 Batch 387/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.871, Loss: 0.236 Epoch 27 Batch 388/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.252 Epoch 27 Batch 389/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.868, Loss: 0.239 Epoch 27 Batch 390/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.868, Loss: 0.276 Epoch 27 Batch 391/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.868, Loss: 0.266 Epoch 27 Batch 392/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.867, Loss: 0.228 Epoch 27 Batch 393/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.867, Loss: 0.232 Epoch 27 Batch 394/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.872, Loss: 0.259 Epoch 27 Batch 395/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.872, Loss: 0.235 Epoch 27 Batch 396/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.880, Loss: 0.286 Epoch 27 Batch 397/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.875, Loss: 0.250 Epoch 27 Batch 398/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.870, Loss: 0.263 Epoch 27 Batch 399/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.872, Loss: 0.254 Epoch 27 Batch 400/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.255 Epoch 27 Batch 401/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.867, Loss: 0.245 Epoch 27 Batch 402/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.869, Loss: 0.239 Epoch 27 Batch 403/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.869, Loss: 0.266 Epoch 27 Batch 404/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.868, Loss: 0.239 Epoch 27 Batch 405/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.859, Loss: 0.282 Epoch 27 Batch 406/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.859, Loss: 0.229 Epoch 27 Batch 407/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.859, Loss: 0.281 Epoch 27 Batch 408/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.859, Loss: 0.266 Epoch 27 Batch 409/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.858, Loss: 0.276 Epoch 27 Batch 410/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.273 Epoch 27 Batch 411/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.863, Loss: 0.244 Epoch 27 Batch 412/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.859, Loss: 0.235 Epoch 27 Batch 413/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.859, Loss: 0.247 Epoch 27 Batch 414/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.863, Loss: 0.262 Epoch 27 Batch 415/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.261 Epoch 27 Batch 416/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.864, Loss: 0.240 Epoch 27 Batch 417/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.293 Epoch 27 Batch 418/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.872, Loss: 0.236 Epoch 27 Batch 419/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.238 Epoch 27 Batch 420/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.869, Loss: 0.237 Epoch 27 Batch 421/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.271 Epoch 27 Batch 422/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.873, Loss: 0.245 Epoch 27 Batch 423/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.262 Epoch 27 Batch 424/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.873, Loss: 0.258 Epoch 27 Batch 425/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.223 Epoch 27 Batch 426/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.875, Loss: 0.284 Epoch 27 Batch 427/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.866, Loss: 0.229 Epoch 27 Batch 428/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.875, Loss: 0.234 Epoch 27 Batch 429/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.860, Loss: 0.229 Epoch 27 Batch 430/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.864, Loss: 0.233 Epoch 27 Batch 431/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.864, Loss: 0.236 Epoch 27 Batch 432/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.252 Epoch 27 Batch 433/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.862, Loss: 0.257 Epoch 27 Batch 434/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.853, Loss: 0.250 Epoch 27 Batch 435/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.858, Loss: 0.269 Epoch 27 Batch 436/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.858, Loss: 0.233 Epoch 27 Batch 437/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.858, Loss: 0.243 Epoch 27 Batch 438/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.859, Loss: 0.248 Epoch 27 Batch 439/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.865, Loss: 0.270 Epoch 27 Batch 440/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.866, Loss: 0.273 Epoch 27 Batch 441/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.241 Epoch 27 Batch 442/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.867, Loss: 0.239 Epoch 27 Batch 443/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.866, Loss: 0.266 Epoch 27 Batch 444/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.864, Loss: 0.239 Epoch 27 Batch 445/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.854, Loss: 0.281 Epoch 27 Batch 446/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.862, Loss: 0.219 Epoch 27 Batch 447/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.863, Loss: 0.242 Epoch 27 Batch 448/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.858, Loss: 0.260 Epoch 27 Batch 449/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.859, Loss: 0.273 Epoch 27 Batch 450/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.852, Loss: 0.239 Epoch 27 Batch 451/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.852, Loss: 0.242 Epoch 27 Batch 452/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.856, Loss: 0.270 Epoch 27 Batch 453/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.852, Loss: 0.246 Epoch 27 Batch 454/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.857, Loss: 0.276 Epoch 27 Batch 455/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.853, Loss: 0.237 Epoch 27 Batch 456/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.853, Loss: 0.268 Epoch 27 Batch 457/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.853, Loss: 0.226 Epoch 27 Batch 458/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.852, Loss: 0.252 Epoch 27 Batch 459/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.852, Loss: 0.236 Epoch 27 Batch 460/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.853, Loss: 0.280 Epoch 27 Batch 461/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.853, Loss: 0.259 Epoch 27 Batch 462/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.853, Loss: 0.245 Epoch 27 Batch 463/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.853, Loss: 0.251 Epoch 27 Batch 464/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.854, Loss: 0.251 Epoch 27 Batch 465/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.279 Epoch 27 Batch 466/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.853, Loss: 0.225 Epoch 27 Batch 467/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.854, Loss: 0.245 Epoch 27 Batch 468/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.854, Loss: 0.271 Epoch 27 Batch 469/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.854, Loss: 0.248 Epoch 27 Batch 470/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.854, Loss: 0.255 Epoch 27 Batch 471/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.850, Loss: 0.237 Epoch 27 Batch 472/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.855, Loss: 0.220 Epoch 27 Batch 473/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.855, Loss: 0.266 Epoch 27 Batch 474/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.860, Loss: 0.259 Epoch 27 Batch 475/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.865, Loss: 0.224 Epoch 27 Batch 476/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.865, Loss: 0.228 Epoch 27 Batch 477/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.865, Loss: 0.251 Epoch 27 Batch 478/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.267 Epoch 27 Batch 479/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.870, Loss: 0.264 Epoch 27 Batch 480/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.869, Loss: 0.246 Epoch 27 Batch 481/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.869, Loss: 0.267 Epoch 27 Batch 482/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.864, Loss: 0.274 Epoch 27 Batch 483/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.860, Loss: 0.255 Epoch 27 Batch 484/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.863, Loss: 0.253 Epoch 27 Batch 485/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.859, Loss: 0.251 Epoch 27 Batch 486/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.858, Loss: 0.238 Epoch 27 Batch 487/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.858, Loss: 0.249 Epoch 27 Batch 488/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.861, Loss: 0.251 Epoch 27 Batch 489/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.862, Loss: 0.232 Epoch 27 Batch 490/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.262 Epoch 27 Batch 491/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.867, Loss: 0.273 Epoch 27 Batch 492/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.863, Loss: 0.278 Epoch 27 Batch 493/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.867, Loss: 0.229 Epoch 27 Batch 494/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.869, Loss: 0.246 Epoch 27 Batch 495/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.869, Loss: 0.243 Epoch 27 Batch 496/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.869, Loss: 0.274 Epoch 27 Batch 497/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.267 Epoch 27 Batch 498/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.873, Loss: 0.247 Epoch 27 Batch 499/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.865, Loss: 0.228 Epoch 27 Batch 500/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.867, Loss: 0.245 Epoch 27 Batch 501/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.871, Loss: 0.245 Epoch 27 Batch 502/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.871, Loss: 0.249 Epoch 27 Batch 503/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.871, Loss: 0.250 Epoch 27 Batch 504/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.874, Loss: 0.254 Epoch 27 Batch 505/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.869, Loss: 0.210 Epoch 27 Batch 506/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.870, Loss: 0.270 Epoch 27 Batch 507/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.869, Loss: 0.244 Epoch 27 Batch 508/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.869, Loss: 0.254 Epoch 27 Batch 509/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.864, Loss: 0.300 Epoch 27 Batch 510/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.862, Loss: 0.245 Epoch 27 Batch 511/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.261 Epoch 27 Batch 512/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.865, Loss: 0.250 Epoch 27 Batch 513/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.263 Epoch 27 Batch 514/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.865, Loss: 0.251 Epoch 27 Batch 515/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.864, Loss: 0.263 Epoch 27 Batch 516/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.864, Loss: 0.222 Epoch 27 Batch 517/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.864, Loss: 0.259 Epoch 27 Batch 518/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.240 Epoch 27 Batch 519/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.876, Loss: 0.240 Epoch 27 Batch 520/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.874, Loss: 0.226 Epoch 27 Batch 521/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.876, Loss: 0.248 Epoch 27 Batch 522/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.876, Loss: 0.281 Epoch 27 Batch 523/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.879, Loss: 0.263 Epoch 27 Batch 524/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.879, Loss: 0.252 Epoch 27 Batch 525/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.875, Loss: 0.260 Epoch 27 Batch 526/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.870, Loss: 0.240 Epoch 27 Batch 527/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.870, Loss: 0.242 Epoch 27 Batch 528/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.870, Loss: 0.251 Epoch 27 Batch 529/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.267 Epoch 27 Batch 530/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.869, Loss: 0.269 Epoch 27 Batch 531/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.870, Loss: 0.238 Epoch 27 Batch 532/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.870, Loss: 0.274 Epoch 27 Batch 533/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.869, Loss: 0.281 Epoch 27 Batch 534/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.874, Loss: 0.264 Epoch 27 Batch 535/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.866, Loss: 0.258 Epoch 27 Batch 536/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.230 Epoch 27 Batch 537/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.867, Loss: 0.251 Epoch 27 Batch 538/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.871, Loss: 0.222 Epoch 27 Batch 539/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.868, Loss: 0.278 Epoch 27 Batch 540/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.874, Loss: 0.235 Epoch 27 Batch 541/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.874, Loss: 0.247 Epoch 27 Batch 542/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.860, Loss: 0.252 Epoch 27 Batch 543/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.859, Loss: 0.253 Epoch 27 Batch 544/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.858, Loss: 0.237 Epoch 27 Batch 545/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.860, Loss: 0.273 Epoch 27 Batch 546/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.865, Loss: 0.280 Epoch 27 Batch 547/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.865, Loss: 0.243 Epoch 27 Batch 548/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.865, Loss: 0.272 Epoch 27 Batch 549/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.862, Loss: 0.291 Epoch 27 Batch 550/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.862, Loss: 0.273 Epoch 27 Batch 551/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.862, Loss: 0.276 Epoch 27 Batch 552/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.863, Loss: 0.261 Epoch 27 Batch 553/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.867, Loss: 0.276 Epoch 27 Batch 554/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.873, Loss: 0.248 Epoch 27 Batch 555/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.871, Loss: 0.241 Epoch 27 Batch 556/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.872, Loss: 0.234 Epoch 27 Batch 557/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.863, Loss: 0.237 Epoch 27 Batch 558/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.862, Loss: 0.245 Epoch 27 Batch 559/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.862, Loss: 0.266 Epoch 27 Batch 560/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.863, Loss: 0.251 Epoch 27 Batch 561/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.863, Loss: 0.242 Epoch 27 Batch 562/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.862, Loss: 0.226 Epoch 27 Batch 563/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.863, Loss: 0.254 Epoch 27 Batch 564/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.868, Loss: 0.278 Epoch 27 Batch 565/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.868, Loss: 0.276 Epoch 27 Batch 566/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.867, Loss: 0.294 Epoch 27 Batch 567/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.866, Loss: 0.276 Epoch 27 Batch 568/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.866, Loss: 0.251 Epoch 27 Batch 569/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.257 Epoch 27 Batch 570/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.866, Loss: 0.266 Epoch 27 Batch 571/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.234 Epoch 27 Batch 572/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.861, Loss: 0.232 Epoch 27 Batch 573/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.860, Loss: 0.289 Epoch 27 Batch 574/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.285 Epoch 27 Batch 575/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.856, Loss: 0.254 Epoch 27 Batch 576/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.857, Loss: 0.253 Epoch 27 Batch 577/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.862, Loss: 0.270 Epoch 27 Batch 578/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.862, Loss: 0.269 Epoch 27 Batch 579/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.855, Loss: 0.229 Epoch 27 Batch 580/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.218 Epoch 27 Batch 581/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.861, Loss: 0.216 Epoch 27 Batch 582/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.860, Loss: 0.247 Epoch 27 Batch 583/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.864, Loss: 0.276 Epoch 27 Batch 584/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.867, Loss: 0.253 Epoch 27 Batch 585/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.864, Loss: 0.218 Epoch 27 Batch 586/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.865, Loss: 0.267 Epoch 27 Batch 587/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.858, Loss: 0.232 Epoch 27 Batch 588/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.861, Loss: 0.227 Epoch 27 Batch 589/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.860, Loss: 0.268 Epoch 27 Batch 590/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.865, Loss: 0.248 Epoch 27 Batch 591/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.862, Loss: 0.230 Epoch 27 Batch 592/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.862, Loss: 0.247 Epoch 27 Batch 593/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.863, Loss: 0.265 Epoch 27 Batch 594/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.860, Loss: 0.254 Epoch 27 Batch 595/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.860, Loss: 0.260 Epoch 27 Batch 596/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.860, Loss: 0.259 Epoch 27 Batch 597/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.865, Loss: 0.252 Epoch 27 Batch 598/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.865, Loss: 0.258 Epoch 27 Batch 599/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.859, Loss: 0.291 Epoch 27 Batch 600/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.854, Loss: 0.238 Epoch 27 Batch 601/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.257 Epoch 27 Batch 602/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.851, Loss: 0.263 Epoch 27 Batch 603/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.849, Loss: 0.262 Epoch 27 Batch 604/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.854, Loss: 0.265 Epoch 27 Batch 605/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.854, Loss: 0.284 Epoch 27 Batch 606/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.859, Loss: 0.232 Epoch 27 Batch 607/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.858, Loss: 0.219 Epoch 27 Batch 608/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.865, Loss: 0.267 Epoch 27 Batch 609/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.871, Loss: 0.265 Epoch 27 Batch 610/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.871, Loss: 0.263 Epoch 27 Batch 611/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.867, Loss: 0.251 Epoch 27 Batch 612/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.871, Loss: 0.239 Epoch 27 Batch 613/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.875, Loss: 0.272 Epoch 27 Batch 614/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.230 Epoch 27 Batch 615/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.875, Loss: 0.255 Epoch 27 Batch 616/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.876, Loss: 0.260 Epoch 27 Batch 617/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.876, Loss: 0.236 Epoch 27 Batch 618/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.876, Loss: 0.249 Epoch 27 Batch 619/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.877, Loss: 0.241 Epoch 27 Batch 620/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.875, Loss: 0.235 Epoch 27 Batch 621/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.875, Loss: 0.259 Epoch 27 Batch 622/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.879, Loss: 0.272 Epoch 27 Batch 623/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.880, Loss: 0.262 Epoch 27 Batch 624/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.879, Loss: 0.223 Epoch 27 Batch 625/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.874, Loss: 0.235 Epoch 27 Batch 626/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.233 Epoch 27 Batch 627/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.872, Loss: 0.245 Epoch 27 Batch 628/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.873, Loss: 0.261 Epoch 27 Batch 629/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.868, Loss: 0.271 Epoch 27 Batch 630/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.867, Loss: 0.252 Epoch 27 Batch 631/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.875, Loss: 0.277 Epoch 27 Batch 632/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.875, Loss: 0.236 Epoch 27 Batch 633/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.875, Loss: 0.284 Epoch 27 Batch 634/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.873, Loss: 0.225 Epoch 27 Batch 635/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.873, Loss: 0.295 Epoch 27 Batch 636/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.877, Loss: 0.240 Epoch 27 Batch 637/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.872, Loss: 0.259 Epoch 27 Batch 638/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.877, Loss: 0.253 Epoch 27 Batch 639/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.877, Loss: 0.260 Epoch 27 Batch 640/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.876, Loss: 0.231 Epoch 27 Batch 641/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.876, Loss: 0.244 Epoch 27 Batch 642/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.876, Loss: 0.254 Epoch 27 Batch 643/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.876, Loss: 0.231 Epoch 27 Batch 644/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.251 Epoch 27 Batch 645/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.872, Loss: 0.237 Epoch 27 Batch 646/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.254 Epoch 27 Batch 647/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.863, Loss: 0.249 Epoch 27 Batch 648/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.870, Loss: 0.237 Epoch 27 Batch 649/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.873, Loss: 0.247 Epoch 27 Batch 650/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.873, Loss: 0.248 Epoch 27 Batch 651/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.870, Loss: 0.246 Epoch 27 Batch 652/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.875, Loss: 0.280 Epoch 27 Batch 653/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.870, Loss: 0.265 Epoch 27 Batch 654/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.868, Loss: 0.238 Epoch 27 Batch 655/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.869, Loss: 0.266 Epoch 27 Batch 656/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.870, Loss: 0.240 Epoch 27 Batch 657/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.863, Loss: 0.275 Epoch 27 Batch 658/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.863, Loss: 0.250 Epoch 27 Batch 659/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.862, Loss: 0.256 Epoch 27 Batch 660/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.864, Loss: 0.262 Epoch 27 Batch 661/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.866, Loss: 0.222 Epoch 27 Batch 662/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.867, Loss: 0.231 Epoch 27 Batch 663/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.866, Loss: 0.234 Epoch 27 Batch 664/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.874, Loss: 0.246 Epoch 27 Batch 665/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.269 Epoch 27 Batch 666/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.874, Loss: 0.253 Epoch 27 Batch 667/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.876, Loss: 0.286 Epoch 27 Batch 668/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.881, Loss: 0.233 Epoch 27 Batch 669/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.231 Epoch 27 Batch 670/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.239 Epoch 27 Batch 671/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.888, Loss: 0.273 Epoch 27 Batch 672/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.884, Loss: 0.242 Epoch 27 Batch 673/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.884, Loss: 0.222 Epoch 27 Batch 674/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.886, Loss: 0.247 Epoch 27 Batch 675/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.887, Loss: 0.279 Epoch 27 Batch 676/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.885, Loss: 0.254 Epoch 27 Batch 677/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.886, Loss: 0.281 Epoch 27 Batch 678/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.870, Loss: 0.226 Epoch 27 Batch 679/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.852, Loss: 0.271 Epoch 27 Batch 680/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.843, Loss: 0.229 Epoch 27 Batch 681/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.844, Loss: 0.275 Epoch 27 Batch 682/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.853, Loss: 0.240 Epoch 27 Batch 683/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.855, Loss: 0.239 Epoch 27 Batch 684/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.861, Loss: 0.229 Epoch 27 Batch 685/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.862, Loss: 0.265 Epoch 27 Batch 686/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.245 Epoch 27 Batch 687/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.868, Loss: 0.268 Epoch 27 Batch 688/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.872, Loss: 0.240 Epoch 27 Batch 689/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.873, Loss: 0.234 Epoch 27 Batch 690/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.873, Loss: 0.244 Epoch 27 Batch 691/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.873, Loss: 0.292 Epoch 27 Batch 692/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.882, Loss: 0.221 Epoch 27 Batch 693/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.878, Loss: 0.297 Epoch 27 Batch 694/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.873, Loss: 0.254 Epoch 27 Batch 695/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.868, Loss: 0.236 Epoch 27 Batch 696/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.868, Loss: 0.269 Epoch 27 Batch 697/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.867, Loss: 0.238 Epoch 27 Batch 698/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.867, Loss: 0.251 Epoch 27 Batch 699/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.868, Loss: 0.239 Epoch 27 Batch 700/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.867, Loss: 0.232 Epoch 27 Batch 701/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.868, Loss: 0.265 Epoch 27 Batch 702/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.867, Loss: 0.264 Epoch 27 Batch 703/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.871, Loss: 0.268 Epoch 27 Batch 704/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.283 Epoch 27 Batch 705/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.874, Loss: 0.265 Epoch 27 Batch 706/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.869, Loss: 0.283 Epoch 27 Batch 707/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.872, Loss: 0.258 Epoch 27 Batch 708/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.248 Epoch 27 Batch 709/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.868, Loss: 0.271 Epoch 27 Batch 710/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.868, Loss: 0.227 Epoch 27 Batch 711/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.866, Loss: 0.290 Epoch 27 Batch 712/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.860, Loss: 0.243 Epoch 27 Batch 713/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.861, Loss: 0.251 Epoch 27 Batch 714/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.860, Loss: 0.250 Epoch 27 Batch 715/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.864, Loss: 0.267 Epoch 27 Batch 716/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.866, Loss: 0.221 Epoch 27 Batch 717/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.862, Loss: 0.241 Epoch 27 Batch 718/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.861, Loss: 0.257 Epoch 27 Batch 719/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.241 Epoch 27 Batch 720/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.875, Loss: 0.276 Epoch 27 Batch 721/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.270 Epoch 27 Batch 722/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.881, Loss: 0.249 Epoch 27 Batch 723/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.266 Epoch 27 Batch 724/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.882, Loss: 0.267 Epoch 27 Batch 725/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.883, Loss: 0.234 Epoch 27 Batch 726/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.883, Loss: 0.241 Epoch 27 Batch 727/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.883, Loss: 0.228 Epoch 27 Batch 728/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.882, Loss: 0.271 Epoch 27 Batch 729/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.878, Loss: 0.273 Epoch 27 Batch 730/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.878, Loss: 0.250 Epoch 27 Batch 731/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.882, Loss: 0.254 Epoch 27 Batch 732/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.883, Loss: 0.271 Epoch 27 Batch 733/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.884, Loss: 0.281 Epoch 27 Batch 734/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.884, Loss: 0.259 Epoch 27 Batch 735/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.884, Loss: 0.244 Epoch 27 Batch 736/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.879, Loss: 0.244 Epoch 27 Batch 737/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.879, Loss: 0.261 Epoch 27 Batch 738/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.223 Epoch 27 Batch 739/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.882, Loss: 0.250 Epoch 27 Batch 740/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.880, Loss: 0.235 Epoch 27 Batch 741/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.877, Loss: 0.268 Epoch 27 Batch 742/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.868, Loss: 0.258 Epoch 27 Batch 743/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.868, Loss: 0.260 Epoch 27 Batch 744/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.879, Loss: 0.228 Epoch 27 Batch 745/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.882, Loss: 0.243 Epoch 27 Batch 746/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.879, Loss: 0.235 Epoch 27 Batch 747/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.877, Loss: 0.231 Epoch 27 Batch 748/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.876, Loss: 0.225 Epoch 27 Batch 749/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.876, Loss: 0.273 Epoch 27 Batch 750/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.876, Loss: 0.264 Epoch 27 Batch 751/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.877, Loss: 0.249 Epoch 27 Batch 752/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.225 Epoch 27 Batch 753/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.875, Loss: 0.247 Epoch 27 Batch 754/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.875, Loss: 0.264 Epoch 27 Batch 755/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.879, Loss: 0.261 Epoch 27 Batch 756/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.882, Loss: 0.233 Epoch 27 Batch 757/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.883, Loss: 0.299 Epoch 27 Batch 758/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.875, Loss: 0.238 Epoch 27 Batch 759/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.223 Epoch 27 Batch 760/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.877, Loss: 0.259 Epoch 27 Batch 761/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.881, Loss: 0.249 Epoch 27 Batch 762/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.881, Loss: 0.229 Epoch 27 Batch 763/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.878, Loss: 0.227 Epoch 27 Batch 764/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.873, Loss: 0.259 Epoch 27 Batch 765/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.873, Loss: 0.249 Epoch 27 Batch 766/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.872, Loss: 0.270 Epoch 27 Batch 767/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.872, Loss: 0.252 Epoch 27 Batch 768/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.873, Loss: 0.245 Epoch 27 Batch 769/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.878, Loss: 0.241 Epoch 27 Batch 770/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.877, Loss: 0.233 Epoch 27 Batch 771/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.880, Loss: 0.250 Epoch 27 Batch 772/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.881, Loss: 0.241 Epoch 27 Batch 773/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.876, Loss: 0.242 Epoch 27 Batch 774/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.877, Loss: 0.256 Epoch 27 Batch 775/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.880, Loss: 0.257 Epoch 27 Batch 776/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.879, Loss: 0.220 Epoch 27 Batch 777/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.879, Loss: 0.262 Epoch 27 Batch 778/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.878, Loss: 0.230 Epoch 27 Batch 779/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.875, Loss: 0.278 Epoch 27 Batch 780/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.875, Loss: 0.283 Epoch 27 Batch 781/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.874, Loss: 0.234 Epoch 27 Batch 782/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.871, Loss: 0.247 Epoch 27 Batch 783/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.249 Epoch 27 Batch 784/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.877, Loss: 0.235 Epoch 27 Batch 785/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.880, Loss: 0.239 Epoch 27 Batch 786/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.875, Loss: 0.255 Epoch 27 Batch 787/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.871, Loss: 0.226 Epoch 27 Batch 788/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.236 Epoch 27 Batch 789/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.875, Loss: 0.246 Epoch 27 Batch 790/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.875, Loss: 0.286 Epoch 27 Batch 791/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.249 Epoch 27 Batch 792/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.874, Loss: 0.242 Epoch 27 Batch 793/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.874, Loss: 0.253 Epoch 27 Batch 794/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.874, Loss: 0.236 Epoch 27 Batch 795/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.876, Loss: 0.285 Epoch 27 Batch 796/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.876, Loss: 0.247 Epoch 27 Batch 797/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.229 Epoch 27 Batch 798/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.879, Loss: 0.243 Epoch 27 Batch 799/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.879, Loss: 0.277 Epoch 27 Batch 800/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.881, Loss: 0.250 Epoch 27 Batch 801/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.881, Loss: 0.268 Epoch 27 Batch 802/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.881, Loss: 0.265 Epoch 27 Batch 803/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.880, Loss: 0.260 Epoch 27 Batch 804/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.881, Loss: 0.263 Epoch 27 Batch 805/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.876, Loss: 0.259 Epoch 27 Batch 806/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.879, Loss: 0.242 Epoch 27 Batch 807/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.871, Loss: 0.247 Epoch 27 Batch 808/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.277 Epoch 27 Batch 809/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.267 Epoch 27 Batch 810/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.870, Loss: 0.243 Epoch 27 Batch 811/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.875, Loss: 0.226 Epoch 27 Batch 812/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.876, Loss: 0.292 Epoch 27 Batch 813/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.877, Loss: 0.259 Epoch 27 Batch 814/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.878, Loss: 0.270 Epoch 27 Batch 815/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.240 Epoch 27 Batch 816/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.876, Loss: 0.250 Epoch 27 Batch 817/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.876, Loss: 0.260 Epoch 27 Batch 818/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.277 Epoch 27 Batch 819/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.872, Loss: 0.261 Epoch 27 Batch 820/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.871, Loss: 0.268 Epoch 27 Batch 821/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.872, Loss: 0.250 Epoch 27 Batch 822/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.872, Loss: 0.258 Epoch 27 Batch 823/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.869, Loss: 0.236 Epoch 27 Batch 824/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.870, Loss: 0.251 Epoch 27 Batch 825/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.870, Loss: 0.255 Epoch 27 Batch 826/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.870, Loss: 0.237 Epoch 27 Batch 827/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.866, Loss: 0.257 Epoch 27 Batch 828/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.867, Loss: 0.239 Epoch 27 Batch 829/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.860, Loss: 0.279 Epoch 27 Batch 830/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.860, Loss: 0.242 Epoch 27 Batch 831/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.862, Loss: 0.250 Epoch 27 Batch 832/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.862, Loss: 0.248 Epoch 27 Batch 833/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.865, Loss: 0.276 Epoch 27 Batch 834/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.864, Loss: 0.254 Epoch 27 Batch 835/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.267 Epoch 27 Batch 836/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.864, Loss: 0.247 Epoch 27 Batch 837/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.865, Loss: 0.283 Epoch 27 Batch 838/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.870, Loss: 0.236 Epoch 27 Batch 839/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.869, Loss: 0.250 Epoch 27 Batch 840/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.871, Loss: 0.240 Epoch 27 Batch 841/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.869, Loss: 0.253 Epoch 27 Batch 842/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.239 Epoch 27 Batch 843/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.865, Loss: 0.243 Epoch 27 Batch 844/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.865, Loss: 0.252 Epoch 27 Batch 845/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.866, Loss: 0.237 Epoch 27 Batch 846/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.867, Loss: 0.253 Epoch 27 Batch 847/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.866, Loss: 0.263 Epoch 27 Batch 848/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.868, Loss: 0.249 Epoch 27 Batch 849/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.862, Loss: 0.232 Epoch 27 Batch 850/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.862, Loss: 0.280 Epoch 27 Batch 851/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.865, Loss: 0.262 Epoch 27 Batch 852/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.277 Epoch 27 Batch 853/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.865, Loss: 0.222 Epoch 27 Batch 854/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.870, Loss: 0.278 Epoch 27 Batch 855/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.866, Loss: 0.264 Epoch 27 Batch 856/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.265 Epoch 27 Batch 857/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.868, Loss: 0.254 Epoch 27 Batch 858/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.868, Loss: 0.240 Epoch 27 Batch 859/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.869, Loss: 0.273 Epoch 27 Batch 860/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.875, Loss: 0.237 Epoch 27 Batch 861/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.869, Loss: 0.255 Epoch 27 Batch 862/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.873, Loss: 0.270 Epoch 27 Batch 863/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.873, Loss: 0.222 Epoch 27 Batch 864/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.233 Epoch 27 Batch 865/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.243 Epoch 27 Batch 866/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.871, Loss: 0.259 Epoch 27 Batch 867/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.873, Loss: 0.293 Epoch 27 Batch 868/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.873, Loss: 0.260 Epoch 27 Batch 869/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.871, Loss: 0.257 Epoch 27 Batch 870/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.868, Loss: 0.260 Epoch 27 Batch 871/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.873, Loss: 0.243 Epoch 27 Batch 872/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.872, Loss: 0.238 Epoch 27 Batch 873/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.872, Loss: 0.250 Epoch 27 Batch 874/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.868, Loss: 0.269 Epoch 27 Batch 875/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.868, Loss: 0.256 Epoch 27 Batch 876/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.868, Loss: 0.267 Epoch 27 Batch 877/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.866, Loss: 0.250 Epoch 27 Batch 878/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.871, Loss: 0.256 Epoch 27 Batch 879/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.870, Loss: 0.225 Epoch 27 Batch 880/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.879, Loss: 0.264 Epoch 27 Batch 881/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.884, Loss: 0.263 Epoch 27 Batch 882/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.876, Loss: 0.267 Epoch 27 Batch 883/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.876, Loss: 0.289 Epoch 27 Batch 884/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.876, Loss: 0.235 Epoch 27 Batch 885/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.869, Loss: 0.203 Epoch 27 Batch 886/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.869, Loss: 0.258 Epoch 27 Batch 887/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.875, Loss: 0.274 Epoch 27 Batch 888/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.875, Loss: 0.245 Epoch 27 Batch 889/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.879, Loss: 0.254 Epoch 27 Batch 890/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.870, Loss: 0.243 Epoch 27 Batch 891/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.866, Loss: 0.248 Epoch 27 Batch 892/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.860, Loss: 0.231 Epoch 27 Batch 893/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.864, Loss: 0.266 Epoch 27 Batch 894/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.865, Loss: 0.225 Epoch 27 Batch 895/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.865, Loss: 0.259 Epoch 27 Batch 896/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.866, Loss: 0.283 Epoch 27 Batch 897/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.877, Loss: 0.224 Epoch 27 Batch 898/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.883, Loss: 0.244 Epoch 27 Batch 899/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.882, Loss: 0.260 Epoch 27 Batch 900/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.881, Loss: 0.262 Epoch 27 Batch 901/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.884, Loss: 0.263 Epoch 27 Batch 902/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.875, Loss: 0.270 Epoch 27 Batch 903/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.230 Epoch 27 Batch 904/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.872, Loss: 0.230 Epoch 27 Batch 905/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.871, Loss: 0.230 Epoch 27 Batch 906/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.871, Loss: 0.235 Epoch 27 Batch 907/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.871, Loss: 0.237 Epoch 27 Batch 908/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.871, Loss: 0.263 Epoch 27 Batch 909/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.875, Loss: 0.256 Epoch 27 Batch 910/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.871, Loss: 0.243 Epoch 27 Batch 911/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.234 Epoch 27 Batch 912/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.871, Loss: 0.274 Epoch 27 Batch 913/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.879, Loss: 0.293 Epoch 27 Batch 914/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.879, Loss: 0.262 Epoch 27 Batch 915/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.880, Loss: 0.271 Epoch 27 Batch 916/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.881, Loss: 0.272 Epoch 27 Batch 917/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.258 Epoch 27 Batch 918/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.877, Loss: 0.220 Epoch 27 Batch 919/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.875, Loss: 0.229 Epoch 27 Batch 920/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.271 Epoch 27 Batch 921/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.874, Loss: 0.253 Epoch 27 Batch 922/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.875, Loss: 0.243 Epoch 27 Batch 923/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.875, Loss: 0.257 Epoch 27 Batch 924/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.875, Loss: 0.276 Epoch 27 Batch 925/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.878, Loss: 0.232 Epoch 27 Batch 926/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.877, Loss: 0.267 Epoch 27 Batch 927/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.877, Loss: 0.272 Epoch 27 Batch 928/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.874, Loss: 0.252 Epoch 27 Batch 929/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.866, Loss: 0.265 Epoch 27 Batch 930/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.872, Loss: 0.237 Epoch 27 Batch 931/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.872, Loss: 0.269 Epoch 27 Batch 932/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.858, Loss: 0.255 Epoch 27 Batch 933/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.277 Epoch 27 Batch 934/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.861, Loss: 0.268 Epoch 27 Batch 935/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.863, Loss: 0.265 Epoch 27 Batch 936/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.864, Loss: 0.251 Epoch 27 Batch 937/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.864, Loss: 0.290 Epoch 27 Batch 938/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.868, Loss: 0.271 Epoch 27 Batch 939/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.287 Epoch 27 Batch 940/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.868, Loss: 0.256 Epoch 27 Batch 941/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.868, Loss: 0.235 Epoch 27 Batch 942/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.868, Loss: 0.259 Epoch 27 Batch 943/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.868, Loss: 0.262 Epoch 27 Batch 944/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.872, Loss: 0.244 Epoch 27 Batch 945/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.872, Loss: 0.235 Epoch 27 Batch 946/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.872, Loss: 0.237 Epoch 27 Batch 947/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.873, Loss: 0.291 Epoch 27 Batch 948/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.874, Loss: 0.257 Epoch 27 Batch 949/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.873, Loss: 0.219 Epoch 27 Batch 950/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.236 Epoch 27 Batch 951/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.876, Loss: 0.263 Epoch 27 Batch 952/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.881, Loss: 0.236 Epoch 27 Batch 953/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.881, Loss: 0.238 Epoch 27 Batch 954/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.879, Loss: 0.259 Epoch 27 Batch 955/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.252 Epoch 27 Batch 956/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.875, Loss: 0.247 Epoch 27 Batch 957/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.881, Loss: 0.257 Epoch 27 Batch 958/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.882, Loss: 0.249 Epoch 27 Batch 959/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.232 Epoch 27 Batch 960/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.884, Loss: 0.229 Epoch 27 Batch 961/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.882, Loss: 0.276 Epoch 27 Batch 962/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.877, Loss: 0.246 Epoch 27 Batch 963/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.877, Loss: 0.293 Epoch 27 Batch 964/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.877, Loss: 0.230 Epoch 27 Batch 965/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.878, Loss: 0.260 Epoch 27 Batch 966/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.210 Epoch 27 Batch 967/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.880, Loss: 0.258 Epoch 27 Batch 968/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.874, Loss: 0.290 Epoch 27 Batch 969/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.875, Loss: 0.289 Epoch 27 Batch 970/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.879, Loss: 0.285 Epoch 27 Batch 971/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.232 Epoch 27 Batch 972/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.874, Loss: 0.226 Epoch 27 Batch 973/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.874, Loss: 0.227 Epoch 27 Batch 974/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.870, Loss: 0.239 Epoch 27 Batch 975/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.225 Epoch 27 Batch 976/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.868, Loss: 0.243 Epoch 27 Batch 977/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.871, Loss: 0.242 Epoch 27 Batch 978/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.877, Loss: 0.282 Epoch 27 Batch 979/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.873, Loss: 0.275 Epoch 27 Batch 980/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.254 Epoch 27 Batch 981/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.879, Loss: 0.263 Epoch 27 Batch 982/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.876, Loss: 0.247 Epoch 27 Batch 983/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.880, Loss: 0.261 Epoch 27 Batch 984/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.877, Loss: 0.260 Epoch 27 Batch 985/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.878, Loss: 0.235 Epoch 27 Batch 986/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.267 Epoch 27 Batch 987/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.870, Loss: 0.236 Epoch 27 Batch 988/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.870, Loss: 0.263 Epoch 27 Batch 989/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.870, Loss: 0.271 Epoch 27 Batch 990/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.870, Loss: 0.279 Epoch 27 Batch 991/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.867, Loss: 0.255 Epoch 27 Batch 992/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.866, Loss: 0.246 Epoch 27 Batch 993/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.218 Epoch 27 Batch 994/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.868, Loss: 0.264 Epoch 27 Batch 995/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.868, Loss: 0.237 Epoch 27 Batch 996/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.873, Loss: 0.231 Epoch 27 Batch 997/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.874, Loss: 0.272 Epoch 27 Batch 998/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.871, Loss: 0.239 Epoch 27 Batch 999/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.876, Loss: 0.265 Epoch 27 Batch 1000/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.240 Epoch 27 Batch 1001/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.881, Loss: 0.215 Epoch 27 Batch 1002/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.880, Loss: 0.219 Epoch 27 Batch 1003/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.876, Loss: 0.251 Epoch 27 Batch 1004/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.877, Loss: 0.264 Epoch 27 Batch 1005/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.877, Loss: 0.239 Epoch 27 Batch 1006/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.877, Loss: 0.242 Epoch 27 Batch 1007/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.880, Loss: 0.227 Epoch 27 Batch 1008/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.882, Loss: 0.285 Epoch 27 Batch 1009/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.882, Loss: 0.233 Epoch 27 Batch 1010/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.263 Epoch 27 Batch 1011/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.879, Loss: 0.266 Epoch 27 Batch 1012/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.880, Loss: 0.227 Epoch 27 Batch 1013/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.236 Epoch 27 Batch 1014/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.886, Loss: 0.255 Epoch 27 Batch 1015/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.886, Loss: 0.306 Epoch 27 Batch 1016/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.890, Loss: 0.261 Epoch 27 Batch 1017/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.890, Loss: 0.255 Epoch 27 Batch 1018/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.885, Loss: 0.251 Epoch 27 Batch 1019/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.284 Epoch 27 Batch 1020/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.880, Loss: 0.239 Epoch 27 Batch 1021/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.881, Loss: 0.239 Epoch 27 Batch 1022/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.876, Loss: 0.223 Epoch 27 Batch 1023/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.876, Loss: 0.235 Epoch 27 Batch 1024/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.876, Loss: 0.291 Epoch 27 Batch 1025/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.876, Loss: 0.260 Epoch 27 Batch 1026/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.876, Loss: 0.235 Epoch 27 Batch 1027/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.876, Loss: 0.270 Epoch 27 Batch 1028/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.876, Loss: 0.244 Epoch 27 Batch 1029/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.877, Loss: 0.256 Epoch 27 Batch 1030/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.874, Loss: 0.260 Epoch 27 Batch 1031/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.866, Loss: 0.297 Epoch 27 Batch 1032/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.869, Loss: 0.260 Epoch 27 Batch 1033/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.869, Loss: 0.228 Epoch 27 Batch 1034/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.864, Loss: 0.236 Epoch 27 Batch 1035/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.857, Loss: 0.209 Epoch 27 Batch 1036/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.862, Loss: 0.285 Epoch 27 Batch 1037/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.865, Loss: 0.265 Epoch 27 Batch 1038/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.870, Loss: 0.241 Epoch 27 Batch 1039/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.235 Epoch 27 Batch 1040/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.866, Loss: 0.253 Epoch 27 Batch 1041/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.866, Loss: 0.274 Epoch 27 Batch 1042/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.868, Loss: 0.256 Epoch 27 Batch 1043/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.868, Loss: 0.269 Epoch 27 Batch 1044/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.868, Loss: 0.244 Epoch 27 Batch 1045/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.868, Loss: 0.245 Epoch 27 Batch 1046/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.863, Loss: 0.239 Epoch 27 Batch 1047/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.856, Loss: 0.240 Epoch 27 Batch 1048/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.856, Loss: 0.260 Epoch 27 Batch 1049/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.856, Loss: 0.272 Epoch 27 Batch 1050/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.855, Loss: 0.254 Epoch 27 Batch 1051/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.260 Epoch 27 Batch 1052/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.864, Loss: 0.231 Epoch 27 Batch 1053/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.863, Loss: 0.253 Epoch 27 Batch 1054/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.867, Loss: 0.241 Epoch 27 Batch 1055/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.869, Loss: 0.224 Epoch 27 Batch 1056/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.248 Epoch 27 Batch 1057/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.879, Loss: 0.271 Epoch 27 Batch 1058/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.879, Loss: 0.286 Epoch 27 Batch 1059/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.877, Loss: 0.280 Epoch 27 Batch 1060/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.878, Loss: 0.218 Epoch 27 Batch 1061/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.879, Loss: 0.289 Epoch 27 Batch 1062/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.886, Loss: 0.249 Epoch 27 Batch 1063/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.888, Loss: 0.243 Epoch 27 Batch 1064/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.884, Loss: 0.248 Epoch 27 Batch 1065/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.873, Loss: 0.239 Epoch 27 Batch 1066/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.877, Loss: 0.230 Epoch 27 Batch 1067/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.875, Loss: 0.248 Epoch 27 Batch 1068/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.874, Loss: 0.259 Epoch 27 Batch 1069/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.876, Loss: 0.213 Epoch 27 Batch 1070/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.870, Loss: 0.241 Epoch 27 Batch 1071/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.230 Epoch 27 Batch 1072/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.875, Loss: 0.254 Epoch 27 Batch 1073/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.256 Epoch 27 Batch 1074/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.875, Loss: 0.266 Epoch 27 Batch 1075/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.874, Loss: 0.280 Epoch 28 Batch 0/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.874, Loss: 0.211 Epoch 28 Batch 1/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.875, Loss: 0.236 Epoch 28 Batch 2/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.875, Loss: 0.250 Epoch 28 Batch 3/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.872, Loss: 0.249 Epoch 28 Batch 4/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.873, Loss: 0.247 Epoch 28 Batch 5/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.277 Epoch 28 Batch 6/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.245 Epoch 28 Batch 7/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.873, Loss: 0.225 Epoch 28 Batch 8/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.875, Loss: 0.239 Epoch 28 Batch 9/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.253 Epoch 28 Batch 10/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.877, Loss: 0.250 Epoch 28 Batch 11/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.877, Loss: 0.241 Epoch 28 Batch 12/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.275 Epoch 28 Batch 13/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.874, Loss: 0.270 Epoch 28 Batch 14/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.868, Loss: 0.208 Epoch 28 Batch 15/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.870, Loss: 0.240 Epoch 28 Batch 16/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.873, Loss: 0.234 Epoch 28 Batch 17/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.879, Loss: 0.231 Epoch 28 Batch 18/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.879, Loss: 0.240 Epoch 28 Batch 19/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.877, Loss: 0.252 Epoch 28 Batch 20/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.231 Epoch 28 Batch 21/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.881, Loss: 0.279 Epoch 28 Batch 22/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.874, Loss: 0.248 Epoch 28 Batch 23/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.874, Loss: 0.241 Epoch 28 Batch 24/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.874, Loss: 0.244 Epoch 28 Batch 25/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.876, Loss: 0.225 Epoch 28 Batch 26/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.873, Loss: 0.248 Epoch 28 Batch 27/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.872, Loss: 0.221 Epoch 28 Batch 28/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.873, Loss: 0.256 Epoch 28 Batch 29/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.868, Loss: 0.242 Epoch 28 Batch 30/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.870, Loss: 0.238 Epoch 28 Batch 31/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.868, Loss: 0.231 Epoch 28 Batch 32/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.868, Loss: 0.214 Epoch 28 Batch 33/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.868, Loss: 0.216 Epoch 28 Batch 34/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.874, Loss: 0.242 Epoch 28 Batch 35/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.875, Loss: 0.244 Epoch 28 Batch 36/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.874, Loss: 0.236 Epoch 28 Batch 37/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.870, Loss: 0.255 Epoch 28 Batch 38/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.870, Loss: 0.268 Epoch 28 Batch 39/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.867, Loss: 0.285 Epoch 28 Batch 40/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.874, Loss: 0.245 Epoch 28 Batch 41/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.875, Loss: 0.249 Epoch 28 Batch 42/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.876, Loss: 0.267 Epoch 28 Batch 43/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.875, Loss: 0.245 Epoch 28 Batch 44/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.877, Loss: 0.252 Epoch 28 Batch 45/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.870, Loss: 0.265 Epoch 28 Batch 46/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.866, Loss: 0.262 Epoch 28 Batch 47/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.863, Loss: 0.239 Epoch 28 Batch 48/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.857, Loss: 0.282 Epoch 28 Batch 49/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.269 Epoch 28 Batch 50/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.871, Loss: 0.244 Epoch 28 Batch 51/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.868, Loss: 0.253 Epoch 28 Batch 52/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.869, Loss: 0.242 Epoch 28 Batch 53/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.869, Loss: 0.239 Epoch 28 Batch 54/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.870, Loss: 0.289 Epoch 28 Batch 55/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.869, Loss: 0.225 Epoch 28 Batch 56/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.870, Loss: 0.231 Epoch 28 Batch 57/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.228 Epoch 28 Batch 58/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.870, Loss: 0.240 Epoch 28 Batch 59/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.870, Loss: 0.254 Epoch 28 Batch 60/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.247 Epoch 28 Batch 61/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.866, Loss: 0.265 Epoch 28 Batch 62/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.866, Loss: 0.250 Epoch 28 Batch 63/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.866, Loss: 0.229 Epoch 28 Batch 64/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.225 Epoch 28 Batch 65/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.864, Loss: 0.237 Epoch 28 Batch 66/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.864, Loss: 0.230 Epoch 28 Batch 67/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.868, Loss: 0.254 Epoch 28 Batch 68/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.869, Loss: 0.254 Epoch 28 Batch 69/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.274 Epoch 28 Batch 70/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.873, Loss: 0.264 Epoch 28 Batch 71/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.874, Loss: 0.239 Epoch 28 Batch 72/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.242 Epoch 28 Batch 73/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.240 Epoch 28 Batch 74/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.867, Loss: 0.212 Epoch 28 Batch 75/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.866, Loss: 0.253 Epoch 28 Batch 76/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.862, Loss: 0.229 Epoch 28 Batch 77/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.863, Loss: 0.248 Epoch 28 Batch 78/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.862, Loss: 0.262 Epoch 28 Batch 79/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.249 Epoch 28 Batch 80/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.862, Loss: 0.248 Epoch 28 Batch 81/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.862, Loss: 0.237 Epoch 28 Batch 82/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.864, Loss: 0.219 Epoch 28 Batch 83/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.864, Loss: 0.276 Epoch 28 Batch 84/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.869, Loss: 0.272 Epoch 28 Batch 85/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.863, Loss: 0.229 Epoch 28 Batch 86/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.869, Loss: 0.242 Epoch 28 Batch 87/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.867, Loss: 0.287 Epoch 28 Batch 88/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.871, Loss: 0.259 Epoch 28 Batch 89/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.243 Epoch 28 Batch 90/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.871, Loss: 0.269 Epoch 28 Batch 91/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.879, Loss: 0.213 Epoch 28 Batch 92/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.871, Loss: 0.259 Epoch 28 Batch 93/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.871, Loss: 0.244 Epoch 28 Batch 94/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.871, Loss: 0.223 Epoch 28 Batch 95/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.871, Loss: 0.277 Epoch 28 Batch 96/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.238 Epoch 28 Batch 97/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.875, Loss: 0.251 Epoch 28 Batch 98/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.232 Epoch 28 Batch 99/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.869, Loss: 0.264 Epoch 28 Batch 100/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.869, Loss: 0.261 Epoch 28 Batch 101/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.874, Loss: 0.256 Epoch 28 Batch 102/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.874, Loss: 0.230 Epoch 28 Batch 103/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.874, Loss: 0.295 Epoch 28 Batch 104/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.879, Loss: 0.244 Epoch 28 Batch 105/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.883, Loss: 0.260 Epoch 28 Batch 106/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.281 Epoch 28 Batch 107/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.873, Loss: 0.242 Epoch 28 Batch 108/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.873, Loss: 0.243 Epoch 28 Batch 109/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.873, Loss: 0.247 Epoch 28 Batch 110/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.872, Loss: 0.211 Epoch 28 Batch 111/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.872, Loss: 0.234 Epoch 28 Batch 112/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.874, Loss: 0.231 Epoch 28 Batch 113/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.879, Loss: 0.267 Epoch 28 Batch 114/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.878, Loss: 0.237 Epoch 28 Batch 115/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.879, Loss: 0.256 Epoch 28 Batch 116/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.880, Loss: 0.257 Epoch 28 Batch 117/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.266 Epoch 28 Batch 118/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.875, Loss: 0.269 Epoch 28 Batch 119/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.880, Loss: 0.242 Epoch 28 Batch 120/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.867, Loss: 0.272 Epoch 28 Batch 121/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.869, Loss: 0.245 Epoch 28 Batch 122/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.862, Loss: 0.253 Epoch 28 Batch 123/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.862, Loss: 0.214 Epoch 28 Batch 124/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.865, Loss: 0.266 Epoch 28 Batch 125/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.265 Epoch 28 Batch 126/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.865, Loss: 0.232 Epoch 28 Batch 127/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.866, Loss: 0.226 Epoch 28 Batch 128/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.865, Loss: 0.238 Epoch 28 Batch 129/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.254 Epoch 28 Batch 130/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.876, Loss: 0.234 Epoch 28 Batch 131/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.883, Loss: 0.238 Epoch 28 Batch 132/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.878, Loss: 0.257 Epoch 28 Batch 133/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.870, Loss: 0.249 Epoch 28 Batch 134/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.870, Loss: 0.232 Epoch 28 Batch 135/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.270 Epoch 28 Batch 136/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.868, Loss: 0.245 Epoch 28 Batch 137/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.869, Loss: 0.226 Epoch 28 Batch 138/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.869, Loss: 0.236 Epoch 28 Batch 139/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.869, Loss: 0.252 Epoch 28 Batch 140/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.863, Loss: 0.253 Epoch 28 Batch 141/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.864, Loss: 0.254 Epoch 28 Batch 142/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.865, Loss: 0.231 Epoch 28 Batch 143/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.865, Loss: 0.258 Epoch 28 Batch 144/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.261 Epoch 28 Batch 145/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.867, Loss: 0.262 Epoch 28 Batch 146/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.864, Loss: 0.303 Epoch 28 Batch 147/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.876, Loss: 0.261 Epoch 28 Batch 148/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.248 Epoch 28 Batch 149/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.872, Loss: 0.251 Epoch 28 Batch 150/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.868, Loss: 0.231 Epoch 28 Batch 151/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.869, Loss: 0.225 Epoch 28 Batch 152/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.870, Loss: 0.253 Epoch 28 Batch 153/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.261 Epoch 28 Batch 154/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.866, Loss: 0.261 Epoch 28 Batch 155/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.261 Epoch 28 Batch 156/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.867, Loss: 0.243 Epoch 28 Batch 157/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.871, Loss: 0.259 Epoch 28 Batch 158/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.872, Loss: 0.247 Epoch 28 Batch 159/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.866, Loss: 0.214 Epoch 28 Batch 160/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.865, Loss: 0.242 Epoch 28 Batch 161/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.249 Epoch 28 Batch 162/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.277 Epoch 28 Batch 163/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.872, Loss: 0.281 Epoch 28 Batch 164/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.869, Loss: 0.277 Epoch 28 Batch 165/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.865, Loss: 0.235 Epoch 28 Batch 166/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.865, Loss: 0.265 Epoch 28 Batch 167/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.865, Loss: 0.241 Epoch 28 Batch 168/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.862, Loss: 0.282 Epoch 28 Batch 169/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.864, Loss: 0.261 Epoch 28 Batch 170/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.863, Loss: 0.258 Epoch 28 Batch 171/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.862, Loss: 0.231 Epoch 28 Batch 172/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.863, Loss: 0.241 Epoch 28 Batch 173/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.266 Epoch 28 Batch 174/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.867, Loss: 0.259 Epoch 28 Batch 175/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.858, Loss: 0.249 Epoch 28 Batch 176/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.861, Loss: 0.238 Epoch 28 Batch 177/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.862, Loss: 0.268 Epoch 28 Batch 178/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.862, Loss: 0.244 Epoch 28 Batch 179/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.860, Loss: 0.261 Epoch 28 Batch 180/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.868, Loss: 0.251 Epoch 28 Batch 181/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.867, Loss: 0.283 Epoch 28 Batch 182/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.864, Loss: 0.258 Epoch 28 Batch 183/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.868, Loss: 0.282 Epoch 28 Batch 184/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.874, Loss: 0.244 Epoch 28 Batch 185/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.875, Loss: 0.264 Epoch 28 Batch 186/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.870, Loss: 0.258 Epoch 28 Batch 187/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.873, Loss: 0.246 Epoch 28 Batch 188/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.254 Epoch 28 Batch 189/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.872, Loss: 0.242 Epoch 28 Batch 190/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.868, Loss: 0.228 Epoch 28 Batch 191/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.863, Loss: 0.211 Epoch 28 Batch 192/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.867, Loss: 0.264 Epoch 28 Batch 193/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.868, Loss: 0.247 Epoch 28 Batch 194/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.868, Loss: 0.224 Epoch 28 Batch 195/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.260 Epoch 28 Batch 196/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.244 Epoch 28 Batch 197/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.871, Loss: 0.240 Epoch 28 Batch 198/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.871, Loss: 0.240 Epoch 28 Batch 199/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.870, Loss: 0.219 Epoch 28 Batch 200/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.860, Loss: 0.247 Epoch 28 Batch 201/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.860, Loss: 0.221 Epoch 28 Batch 202/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.860, Loss: 0.249 Epoch 28 Batch 203/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.863, Loss: 0.249 Epoch 28 Batch 204/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.859, Loss: 0.279 Epoch 28 Batch 205/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.859, Loss: 0.257 Epoch 28 Batch 206/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.859, Loss: 0.238 Epoch 28 Batch 207/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.243 Epoch 28 Batch 208/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.863, Loss: 0.263 Epoch 28 Batch 209/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.869, Loss: 0.219 Epoch 28 Batch 210/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.870, Loss: 0.256 Epoch 28 Batch 211/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.871, Loss: 0.251 Epoch 28 Batch 212/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.869, Loss: 0.226 Epoch 28 Batch 213/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.865, Loss: 0.219 Epoch 28 Batch 214/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.865, Loss: 0.245 Epoch 28 Batch 215/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.863, Loss: 0.266 Epoch 28 Batch 216/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.869, Loss: 0.247 Epoch 28 Batch 217/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.865, Loss: 0.225 Epoch 28 Batch 218/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.864, Loss: 0.299 Epoch 28 Batch 219/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.863, Loss: 0.235 Epoch 28 Batch 220/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.862, Loss: 0.254 Epoch 28 Batch 221/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.862, Loss: 0.253 Epoch 28 Batch 222/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.858, Loss: 0.258 Epoch 28 Batch 223/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.858, Loss: 0.207 Epoch 28 Batch 224/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.268 Epoch 28 Batch 225/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.868, Loss: 0.259 Epoch 28 Batch 226/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.241 Epoch 28 Batch 227/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.866, Loss: 0.274 Epoch 28 Batch 228/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.869, Loss: 0.224 Epoch 28 Batch 229/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.263 Epoch 28 Batch 230/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.219 Epoch 28 Batch 231/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.868, Loss: 0.264 Epoch 28 Batch 232/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.865, Loss: 0.259 Epoch 28 Batch 233/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.865, Loss: 0.292 Epoch 28 Batch 234/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.866, Loss: 0.265 Epoch 28 Batch 235/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.865, Loss: 0.237 Epoch 28 Batch 236/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.865, Loss: 0.269 Epoch 28 Batch 237/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.865, Loss: 0.216 Epoch 28 Batch 238/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.873, Loss: 0.246 Epoch 28 Batch 239/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.873, Loss: 0.222 Epoch 28 Batch 240/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.873, Loss: 0.237 Epoch 28 Batch 241/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.873, Loss: 0.215 Epoch 28 Batch 242/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.873, Loss: 0.236 Epoch 28 Batch 243/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.873, Loss: 0.264 Epoch 28 Batch 244/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.258 Epoch 28 Batch 245/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.874, Loss: 0.229 Epoch 28 Batch 246/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.874, Loss: 0.245 Epoch 28 Batch 247/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.875, Loss: 0.229 Epoch 28 Batch 248/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.873, Loss: 0.258 Epoch 28 Batch 249/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.873, Loss: 0.265 Epoch 28 Batch 250/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.879, Loss: 0.232 Epoch 28 Batch 251/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.246 Epoch 28 Batch 252/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.249 Epoch 28 Batch 253/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.878, Loss: 0.239 Epoch 28 Batch 254/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.878, Loss: 0.253 Epoch 28 Batch 255/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.877, Loss: 0.255 Epoch 28 Batch 256/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.877, Loss: 0.278 Epoch 28 Batch 257/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.877, Loss: 0.247 Epoch 28 Batch 258/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.878, Loss: 0.232 Epoch 28 Batch 259/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.249 Epoch 28 Batch 260/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.872, Loss: 0.228 Epoch 28 Batch 261/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.863, Loss: 0.238 Epoch 28 Batch 262/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.868, Loss: 0.225 Epoch 28 Batch 263/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.868, Loss: 0.220 Epoch 28 Batch 264/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.260 Epoch 28 Batch 265/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.868, Loss: 0.234 Epoch 28 Batch 266/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.867, Loss: 0.252 Epoch 28 Batch 267/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.866, Loss: 0.214 Epoch 28 Batch 268/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.862, Loss: 0.256 Epoch 28 Batch 269/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.862, Loss: 0.267 Epoch 28 Batch 270/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.865, Loss: 0.249 Epoch 28 Batch 271/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.866, Loss: 0.222 Epoch 28 Batch 272/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.864, Loss: 0.308 Epoch 28 Batch 273/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.864, Loss: 0.226 Epoch 28 Batch 274/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.866, Loss: 0.235 Epoch 28 Batch 275/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.866, Loss: 0.262 Epoch 28 Batch 276/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.868, Loss: 0.278 Epoch 28 Batch 277/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.873, Loss: 0.207 Epoch 28 Batch 278/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.872, Loss: 0.285 Epoch 28 Batch 279/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.868, Loss: 0.283 Epoch 28 Batch 280/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.231 Epoch 28 Batch 281/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.869, Loss: 0.259 Epoch 28 Batch 282/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.867, Loss: 0.271 Epoch 28 Batch 283/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.868, Loss: 0.255 Epoch 28 Batch 284/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.275 Epoch 28 Batch 285/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.252 Epoch 28 Batch 286/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.870, Loss: 0.239 Epoch 28 Batch 287/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.241 Epoch 28 Batch 288/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.863, Loss: 0.278 Epoch 28 Batch 289/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.865, Loss: 0.233 Epoch 28 Batch 290/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.864, Loss: 0.272 Epoch 28 Batch 291/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.864, Loss: 0.274 Epoch 28 Batch 292/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.869, Loss: 0.235 Epoch 28 Batch 293/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.868, Loss: 0.256 Epoch 28 Batch 294/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.866, Loss: 0.243 Epoch 28 Batch 295/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.868, Loss: 0.254 Epoch 28 Batch 296/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.867, Loss: 0.245 Epoch 28 Batch 297/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.871, Loss: 0.287 Epoch 28 Batch 298/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.867, Loss: 0.277 Epoch 28 Batch 299/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.863, Loss: 0.235 Epoch 28 Batch 300/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.863, Loss: 0.229 Epoch 28 Batch 301/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.859, Loss: 0.239 Epoch 28 Batch 302/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.864, Loss: 0.247 Epoch 28 Batch 303/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.273 Epoch 28 Batch 304/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.867, Loss: 0.220 Epoch 28 Batch 305/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.862, Loss: 0.240 Epoch 28 Batch 306/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.862, Loss: 0.245 Epoch 28 Batch 307/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.236 Epoch 28 Batch 308/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.866, Loss: 0.267 Epoch 28 Batch 309/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.869, Loss: 0.218 Epoch 28 Batch 310/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.865, Loss: 0.239 Epoch 28 Batch 311/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.872, Loss: 0.238 Epoch 28 Batch 312/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.869, Loss: 0.255 Epoch 28 Batch 313/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.869, Loss: 0.230 Epoch 28 Batch 314/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.869, Loss: 0.245 Epoch 28 Batch 315/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.868, Loss: 0.233 Epoch 28 Batch 316/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.868, Loss: 0.216 Epoch 28 Batch 317/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.864, Loss: 0.291 Epoch 28 Batch 318/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.869, Loss: 0.251 Epoch 28 Batch 319/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.864, Loss: 0.268 Epoch 28 Batch 320/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.859, Loss: 0.247 Epoch 28 Batch 321/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.859, Loss: 0.257 Epoch 28 Batch 322/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.854, Loss: 0.230 Epoch 28 Batch 323/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.856, Loss: 0.247 Epoch 28 Batch 324/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.857, Loss: 0.253 Epoch 28 Batch 325/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.251 Epoch 28 Batch 326/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.858, Loss: 0.244 Epoch 28 Batch 327/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.863, Loss: 0.257 Epoch 28 Batch 328/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.870, Loss: 0.287 Epoch 28 Batch 329/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.866, Loss: 0.258 Epoch 28 Batch 330/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.868, Loss: 0.244 Epoch 28 Batch 331/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.874, Loss: 0.257 Epoch 28 Batch 332/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.880, Loss: 0.206 Epoch 28 Batch 333/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.876, Loss: 0.245 Epoch 28 Batch 334/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.880, Loss: 0.243 Epoch 28 Batch 335/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.875, Loss: 0.230 Epoch 28 Batch 336/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.875, Loss: 0.289 Epoch 28 Batch 337/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.870, Loss: 0.265 Epoch 28 Batch 338/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.868, Loss: 0.277 Epoch 28 Batch 339/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.875, Loss: 0.212 Epoch 28 Batch 340/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.869, Loss: 0.255 Epoch 28 Batch 341/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.877, Loss: 0.281 Epoch 28 Batch 342/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.873, Loss: 0.224 Epoch 28 Batch 343/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.872, Loss: 0.249 Epoch 28 Batch 344/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.258 Epoch 28 Batch 345/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.870, Loss: 0.246 Epoch 28 Batch 346/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.870, Loss: 0.245 Epoch 28 Batch 347/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.875, Loss: 0.229 Epoch 28 Batch 348/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.873, Loss: 0.218 Epoch 28 Batch 349/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.863, Loss: 0.238 Epoch 28 Batch 350/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.860, Loss: 0.260 Epoch 28 Batch 351/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.859, Loss: 0.259 Epoch 28 Batch 352/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.864, Loss: 0.252 Epoch 28 Batch 353/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.863, Loss: 0.282 Epoch 28 Batch 354/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.864, Loss: 0.293 Epoch 28 Batch 355/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.864, Loss: 0.254 Epoch 28 Batch 356/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.865, Loss: 0.263 Epoch 28 Batch 357/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.865, Loss: 0.238 Epoch 28 Batch 358/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.869, Loss: 0.269 Epoch 28 Batch 359/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.868, Loss: 0.226 Epoch 28 Batch 360/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.862, Loss: 0.236 Epoch 28 Batch 361/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.865, Loss: 0.267 Epoch 28 Batch 362/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.866, Loss: 0.248 Epoch 28 Batch 363/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.866, Loss: 0.258 Epoch 28 Batch 364/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.865, Loss: 0.275 Epoch 28 Batch 365/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.865, Loss: 0.223 Epoch 28 Batch 366/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.865, Loss: 0.255 Epoch 28 Batch 367/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.864, Loss: 0.215 Epoch 28 Batch 368/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.863, Loss: 0.236 Epoch 28 Batch 369/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.862, Loss: 0.229 Epoch 28 Batch 370/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.864, Loss: 0.241 Epoch 28 Batch 371/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.860, Loss: 0.238 Epoch 28 Batch 372/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.862, Loss: 0.244 Epoch 28 Batch 373/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.861, Loss: 0.227 Epoch 28 Batch 374/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.868, Loss: 0.271 Epoch 28 Batch 375/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.869, Loss: 0.238 Epoch 28 Batch 376/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.870, Loss: 0.259 Epoch 28 Batch 377/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.876, Loss: 0.246 Epoch 28 Batch 378/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.232 Epoch 28 Batch 379/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.867, Loss: 0.274 Epoch 28 Batch 380/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.869, Loss: 0.235 Epoch 28 Batch 381/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.869, Loss: 0.256 Epoch 28 Batch 382/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.874, Loss: 0.281 Epoch 28 Batch 383/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.874, Loss: 0.239 Epoch 28 Batch 384/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.874, Loss: 0.247 Epoch 28 Batch 385/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.874, Loss: 0.241 Epoch 28 Batch 386/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.874, Loss: 0.244 Epoch 28 Batch 387/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.873, Loss: 0.248 Epoch 28 Batch 388/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.243 Epoch 28 Batch 389/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.873, Loss: 0.244 Epoch 28 Batch 390/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.878, Loss: 0.287 Epoch 28 Batch 391/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.879, Loss: 0.252 Epoch 28 Batch 392/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.879, Loss: 0.259 Epoch 28 Batch 393/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.877, Loss: 0.251 Epoch 28 Batch 394/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.254 Epoch 28 Batch 395/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.872, Loss: 0.230 Epoch 28 Batch 396/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.254 Epoch 28 Batch 397/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.873, Loss: 0.254 Epoch 28 Batch 398/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.271 Epoch 28 Batch 399/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.874, Loss: 0.246 Epoch 28 Batch 400/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.878, Loss: 0.285 Epoch 28 Batch 401/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.870, Loss: 0.247 Epoch 28 Batch 402/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.222 Epoch 28 Batch 403/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.870, Loss: 0.289 Epoch 28 Batch 404/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.224 Epoch 28 Batch 405/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.871, Loss: 0.257 Epoch 28 Batch 406/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.869, Loss: 0.219 Epoch 28 Batch 407/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.868, Loss: 0.279 Epoch 28 Batch 408/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.868, Loss: 0.273 Epoch 28 Batch 409/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.871, Loss: 0.277 Epoch 28 Batch 410/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.870, Loss: 0.278 Epoch 28 Batch 411/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.875, Loss: 0.241 Epoch 28 Batch 412/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.872, Loss: 0.245 Epoch 28 Batch 413/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.866, Loss: 0.248 Epoch 28 Batch 414/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.872, Loss: 0.261 Epoch 28 Batch 415/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.876, Loss: 0.244 Epoch 28 Batch 416/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.871, Loss: 0.233 Epoch 28 Batch 417/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.868, Loss: 0.289 Epoch 28 Batch 418/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.869, Loss: 0.229 Epoch 28 Batch 419/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.868, Loss: 0.247 Epoch 28 Batch 420/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.873, Loss: 0.230 Epoch 28 Batch 421/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.874, Loss: 0.278 Epoch 28 Batch 422/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.226 Epoch 28 Batch 423/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.870, Loss: 0.263 Epoch 28 Batch 424/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.865, Loss: 0.251 Epoch 28 Batch 425/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.870, Loss: 0.219 Epoch 28 Batch 426/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.866, Loss: 0.266 Epoch 28 Batch 427/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.866, Loss: 0.254 Epoch 28 Batch 428/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.871, Loss: 0.219 Epoch 28 Batch 429/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.873, Loss: 0.238 Epoch 28 Batch 430/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.862, Loss: 0.235 Epoch 28 Batch 431/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.860, Loss: 0.244 Epoch 28 Batch 432/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.855, Loss: 0.241 Epoch 28 Batch 433/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.860, Loss: 0.236 Epoch 28 Batch 434/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.856, Loss: 0.263 Epoch 28 Batch 435/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.859, Loss: 0.266 Epoch 28 Batch 436/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.856, Loss: 0.242 Epoch 28 Batch 437/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.863, Loss: 0.252 Epoch 28 Batch 438/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.237 Epoch 28 Batch 439/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.865, Loss: 0.277 Epoch 28 Batch 440/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.866, Loss: 0.266 Epoch 28 Batch 441/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.866, Loss: 0.248 Epoch 28 Batch 442/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.873, Loss: 0.228 Epoch 28 Batch 443/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.867, Loss: 0.240 Epoch 28 Batch 444/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.863, Loss: 0.223 Epoch 28 Batch 445/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.862, Loss: 0.265 Epoch 28 Batch 446/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.859, Loss: 0.209 Epoch 28 Batch 447/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.863, Loss: 0.259 Epoch 28 Batch 448/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.863, Loss: 0.281 Epoch 28 Batch 449/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.863, Loss: 0.267 Epoch 28 Batch 450/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.858, Loss: 0.245 Epoch 28 Batch 451/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.853, Loss: 0.228 Epoch 28 Batch 452/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.858, Loss: 0.249 Epoch 28 Batch 453/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.858, Loss: 0.245 Epoch 28 Batch 454/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.864, Loss: 0.253 Epoch 28 Batch 455/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.253 Epoch 28 Batch 456/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.868, Loss: 0.245 Epoch 28 Batch 457/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.873, Loss: 0.234 Epoch 28 Batch 458/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.873, Loss: 0.258 Epoch 28 Batch 459/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.877, Loss: 0.221 Epoch 28 Batch 460/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.877, Loss: 0.260 Epoch 28 Batch 461/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.878, Loss: 0.245 Epoch 28 Batch 462/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.881, Loss: 0.244 Epoch 28 Batch 463/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.881, Loss: 0.255 Epoch 28 Batch 464/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.882, Loss: 0.252 Epoch 28 Batch 465/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.882, Loss: 0.268 Epoch 28 Batch 466/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.877, Loss: 0.229 Epoch 28 Batch 467/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.882, Loss: 0.260 Epoch 28 Batch 468/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.256 Epoch 28 Batch 469/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.250 Epoch 28 Batch 470/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.881, Loss: 0.259 Epoch 28 Batch 471/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.877, Loss: 0.235 Epoch 28 Batch 472/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.231 Epoch 28 Batch 473/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.877, Loss: 0.269 Epoch 28 Batch 474/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.264 Epoch 28 Batch 475/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.870, Loss: 0.234 Epoch 28 Batch 476/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.870, Loss: 0.251 Epoch 28 Batch 477/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.869, Loss: 0.224 Epoch 28 Batch 478/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.870, Loss: 0.257 Epoch 28 Batch 479/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.870, Loss: 0.259 Epoch 28 Batch 480/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.866, Loss: 0.251 Epoch 28 Batch 481/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.869, Loss: 0.242 Epoch 28 Batch 482/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.267 Epoch 28 Batch 483/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.873, Loss: 0.257 Epoch 28 Batch 484/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.867, Loss: 0.271 Epoch 28 Batch 485/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.869, Loss: 0.249 Epoch 28 Batch 486/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.870, Loss: 0.233 Epoch 28 Batch 487/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.870, Loss: 0.247 Epoch 28 Batch 488/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.871, Loss: 0.226 Epoch 28 Batch 489/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.240 Epoch 28 Batch 490/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.875, Loss: 0.253 Epoch 28 Batch 491/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.880, Loss: 0.251 Epoch 28 Batch 492/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.879, Loss: 0.273 Epoch 28 Batch 493/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.875, Loss: 0.250 Epoch 28 Batch 494/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.874, Loss: 0.239 Epoch 28 Batch 495/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.237 Epoch 28 Batch 496/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.867, Loss: 0.278 Epoch 28 Batch 497/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.268 Epoch 28 Batch 498/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.860, Loss: 0.229 Epoch 28 Batch 499/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.860, Loss: 0.232 Epoch 28 Batch 500/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.865, Loss: 0.244 Epoch 28 Batch 501/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.863, Loss: 0.229 Epoch 28 Batch 502/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.863, Loss: 0.244 Epoch 28 Batch 503/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.864, Loss: 0.234 Epoch 28 Batch 504/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.862, Loss: 0.257 Epoch 28 Batch 505/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.865, Loss: 0.204 Epoch 28 Batch 506/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.862, Loss: 0.254 Epoch 28 Batch 507/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.858, Loss: 0.233 Epoch 28 Batch 508/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.859, Loss: 0.237 Epoch 28 Batch 509/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.855, Loss: 0.253 Epoch 28 Batch 510/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.857, Loss: 0.238 Epoch 28 Batch 511/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.862, Loss: 0.257 Epoch 28 Batch 512/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.862, Loss: 0.257 Epoch 28 Batch 513/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.862, Loss: 0.247 Epoch 28 Batch 514/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.865, Loss: 0.250 Epoch 28 Batch 515/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.870, Loss: 0.268 Epoch 28 Batch 516/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.870, Loss: 0.236 Epoch 28 Batch 517/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.865, Loss: 0.254 Epoch 28 Batch 518/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.226 Epoch 28 Batch 519/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.873, Loss: 0.254 Epoch 28 Batch 520/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.872, Loss: 0.231 Epoch 28 Batch 521/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.869, Loss: 0.249 Epoch 28 Batch 522/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.868, Loss: 0.287 Epoch 28 Batch 523/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.873, Loss: 0.254 Epoch 28 Batch 524/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.873, Loss: 0.249 Epoch 28 Batch 525/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.255 Epoch 28 Batch 526/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.869, Loss: 0.236 Epoch 28 Batch 527/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.864, Loss: 0.241 Epoch 28 Batch 528/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.864, Loss: 0.243 Epoch 28 Batch 529/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.855, Loss: 0.230 Epoch 28 Batch 530/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.855, Loss: 0.263 Epoch 28 Batch 531/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.854, Loss: 0.248 Epoch 28 Batch 532/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.853, Loss: 0.276 Epoch 28 Batch 533/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.858, Loss: 0.284 Epoch 28 Batch 534/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.858, Loss: 0.254 Epoch 28 Batch 535/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.858, Loss: 0.228 Epoch 28 Batch 536/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.853, Loss: 0.220 Epoch 28 Batch 537/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.248 Epoch 28 Batch 538/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.867, Loss: 0.227 Epoch 28 Batch 539/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.867, Loss: 0.267 Epoch 28 Batch 540/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.867, Loss: 0.241 Epoch 28 Batch 541/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.871, Loss: 0.260 Epoch 28 Batch 542/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.876, Loss: 0.227 Epoch 28 Batch 543/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.877, Loss: 0.264 Epoch 28 Batch 544/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.877, Loss: 0.229 Epoch 28 Batch 545/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.886, Loss: 0.263 Epoch 28 Batch 546/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.255 Epoch 28 Batch 547/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.884, Loss: 0.244 Epoch 28 Batch 548/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.879, Loss: 0.253 Epoch 28 Batch 549/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.881, Loss: 0.282 Epoch 28 Batch 550/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.875, Loss: 0.254 Epoch 28 Batch 551/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.869, Loss: 0.259 Epoch 28 Batch 552/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.870, Loss: 0.264 Epoch 28 Batch 553/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.254 Epoch 28 Batch 554/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.863, Loss: 0.240 Epoch 28 Batch 555/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.864, Loss: 0.247 Epoch 28 Batch 556/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.864, Loss: 0.236 Epoch 28 Batch 557/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.865, Loss: 0.254 Epoch 28 Batch 558/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.864, Loss: 0.234 Epoch 28 Batch 559/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.867, Loss: 0.235 Epoch 28 Batch 560/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.867, Loss: 0.246 Epoch 28 Batch 561/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.868, Loss: 0.233 Epoch 28 Batch 562/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.869, Loss: 0.223 Epoch 28 Batch 563/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.870, Loss: 0.260 Epoch 28 Batch 564/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.289 Epoch 28 Batch 565/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.257 Epoch 28 Batch 566/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.882, Loss: 0.284 Epoch 28 Batch 567/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.271 Epoch 28 Batch 568/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.876, Loss: 0.254 Epoch 28 Batch 569/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.260 Epoch 28 Batch 570/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.871, Loss: 0.268 Epoch 28 Batch 571/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.866, Loss: 0.225 Epoch 28 Batch 572/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.865, Loss: 0.224 Epoch 28 Batch 573/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.866, Loss: 0.268 Epoch 28 Batch 574/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.866, Loss: 0.274 Epoch 28 Batch 575/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.862, Loss: 0.252 Epoch 28 Batch 576/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.865, Loss: 0.242 Epoch 28 Batch 577/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.870, Loss: 0.256 Epoch 28 Batch 578/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.863, Loss: 0.265 Epoch 28 Batch 579/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.239 Epoch 28 Batch 580/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.221 Epoch 28 Batch 581/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.873, Loss: 0.216 Epoch 28 Batch 582/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.870, Loss: 0.235 Epoch 28 Batch 583/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.870, Loss: 0.265 Epoch 28 Batch 584/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.873, Loss: 0.240 Epoch 28 Batch 585/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.871, Loss: 0.208 Epoch 28 Batch 586/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.249 Epoch 28 Batch 587/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.875, Loss: 0.239 Epoch 28 Batch 588/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.869, Loss: 0.237 Epoch 28 Batch 589/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.869, Loss: 0.244 Epoch 28 Batch 590/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.869, Loss: 0.265 Epoch 28 Batch 591/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.244 Epoch 28 Batch 592/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.870, Loss: 0.259 Epoch 28 Batch 593/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.870, Loss: 0.255 Epoch 28 Batch 594/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.253 Epoch 28 Batch 595/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.870, Loss: 0.258 Epoch 28 Batch 596/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.875, Loss: 0.259 Epoch 28 Batch 597/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.875, Loss: 0.244 Epoch 28 Batch 598/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.242 Epoch 28 Batch 599/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.870, Loss: 0.312 Epoch 28 Batch 600/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.869, Loss: 0.257 Epoch 28 Batch 601/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.874, Loss: 0.255 Epoch 28 Batch 602/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.869, Loss: 0.251 Epoch 28 Batch 603/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.868, Loss: 0.229 Epoch 28 Batch 604/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.868, Loss: 0.247 Epoch 28 Batch 605/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.294 Epoch 28 Batch 606/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.872, Loss: 0.230 Epoch 28 Batch 607/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.242 Epoch 28 Batch 608/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.259 Epoch 28 Batch 609/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.876, Loss: 0.267 Epoch 28 Batch 610/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.871, Loss: 0.261 Epoch 28 Batch 611/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.876, Loss: 0.270 Epoch 28 Batch 612/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.876, Loss: 0.212 Epoch 28 Batch 613/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.875, Loss: 0.270 Epoch 28 Batch 614/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.875, Loss: 0.228 Epoch 28 Batch 615/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.875, Loss: 0.267 Epoch 28 Batch 616/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.876, Loss: 0.256 Epoch 28 Batch 617/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.875, Loss: 0.224 Epoch 28 Batch 618/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.873, Loss: 0.249 Epoch 28 Batch 619/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.870, Loss: 0.237 Epoch 28 Batch 620/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.871, Loss: 0.234 Epoch 28 Batch 621/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.875, Loss: 0.271 Epoch 28 Batch 622/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.880, Loss: 0.263 Epoch 28 Batch 623/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.880, Loss: 0.253 Epoch 28 Batch 624/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.872, Loss: 0.214 Epoch 28 Batch 625/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.873, Loss: 0.228 Epoch 28 Batch 626/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.225 Epoch 28 Batch 627/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.873, Loss: 0.259 Epoch 28 Batch 628/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.873, Loss: 0.256 Epoch 28 Batch 629/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.872, Loss: 0.275 Epoch 28 Batch 630/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.867, Loss: 0.255 Epoch 28 Batch 631/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.868, Loss: 0.259 Epoch 28 Batch 632/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.868, Loss: 0.238 Epoch 28 Batch 633/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.868, Loss: 0.265 Epoch 28 Batch 634/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.220 Epoch 28 Batch 635/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.867, Loss: 0.272 Epoch 28 Batch 636/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.865, Loss: 0.244 Epoch 28 Batch 637/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.868, Loss: 0.254 Epoch 28 Batch 638/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.862, Loss: 0.259 Epoch 28 Batch 639/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.868, Loss: 0.272 Epoch 28 Batch 640/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.873, Loss: 0.236 Epoch 28 Batch 641/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.873, Loss: 0.238 Epoch 28 Batch 642/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.877, Loss: 0.239 Epoch 28 Batch 643/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.882, Loss: 0.231 Epoch 28 Batch 644/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.882, Loss: 0.238 Epoch 28 Batch 645/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.873, Loss: 0.237 Epoch 28 Batch 646/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.873, Loss: 0.241 Epoch 28 Batch 647/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.873, Loss: 0.246 Epoch 28 Batch 648/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.237 Epoch 28 Batch 649/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.871, Loss: 0.254 Epoch 28 Batch 650/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.870, Loss: 0.254 Epoch 28 Batch 651/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.874, Loss: 0.258 Epoch 28 Batch 652/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.875, Loss: 0.271 Epoch 28 Batch 653/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.875, Loss: 0.273 Epoch 28 Batch 654/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.875, Loss: 0.234 Epoch 28 Batch 655/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.875, Loss: 0.271 Epoch 28 Batch 656/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.870, Loss: 0.254 Epoch 28 Batch 657/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.870, Loss: 0.267 Epoch 28 Batch 658/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.870, Loss: 0.233 Epoch 28 Batch 659/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.874, Loss: 0.260 Epoch 28 Batch 660/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.881, Loss: 0.256 Epoch 28 Batch 661/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.879, Loss: 0.225 Epoch 28 Batch 662/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.876, Loss: 0.231 Epoch 28 Batch 663/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.225 Epoch 28 Batch 664/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.882, Loss: 0.234 Epoch 28 Batch 665/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.882, Loss: 0.254 Epoch 28 Batch 666/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.882, Loss: 0.252 Epoch 28 Batch 667/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.881, Loss: 0.269 Epoch 28 Batch 668/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.877, Loss: 0.231 Epoch 28 Batch 669/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.877, Loss: 0.237 Epoch 28 Batch 670/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.877, Loss: 0.229 Epoch 28 Batch 671/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.877, Loss: 0.272 Epoch 28 Batch 672/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.875, Loss: 0.247 Epoch 28 Batch 673/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.875, Loss: 0.242 Epoch 28 Batch 674/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.870, Loss: 0.246 Epoch 28 Batch 675/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.866, Loss: 0.276 Epoch 28 Batch 676/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.250 Epoch 28 Batch 677/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.869, Loss: 0.261 Epoch 28 Batch 678/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.237 Epoch 28 Batch 679/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.870, Loss: 0.247 Epoch 28 Batch 680/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.240 Epoch 28 Batch 681/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.872, Loss: 0.250 Epoch 28 Batch 682/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.875, Loss: 0.241 Epoch 28 Batch 683/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.245 Epoch 28 Batch 684/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.874, Loss: 0.233 Epoch 28 Batch 685/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.876, Loss: 0.254 Epoch 28 Batch 686/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.237 Epoch 28 Batch 687/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.875, Loss: 0.275 Epoch 28 Batch 688/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.236 Epoch 28 Batch 689/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.881, Loss: 0.230 Epoch 28 Batch 690/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.877, Loss: 0.262 Epoch 28 Batch 691/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.881, Loss: 0.263 Epoch 28 Batch 692/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.880, Loss: 0.244 Epoch 28 Batch 693/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.876, Loss: 0.282 Epoch 28 Batch 694/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.875, Loss: 0.250 Epoch 28 Batch 695/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.870, Loss: 0.216 Epoch 28 Batch 696/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.874, Loss: 0.255 Epoch 28 Batch 697/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.229 Epoch 28 Batch 698/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.227 Epoch 28 Batch 699/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.877, Loss: 0.252 Epoch 28 Batch 700/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.866, Loss: 0.218 Epoch 28 Batch 701/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.253 Epoch 28 Batch 702/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.859, Loss: 0.282 Epoch 28 Batch 703/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.859, Loss: 0.271 Epoch 28 Batch 704/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.859, Loss: 0.265 Epoch 28 Batch 705/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.859, Loss: 0.276 Epoch 28 Batch 706/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.860, Loss: 0.283 Epoch 28 Batch 707/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.861, Loss: 0.246 Epoch 28 Batch 708/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.861, Loss: 0.241 Epoch 28 Batch 709/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.868, Loss: 0.280 Epoch 28 Batch 710/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.864, Loss: 0.239 Epoch 28 Batch 711/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.862, Loss: 0.283 Epoch 28 Batch 712/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.861, Loss: 0.247 Epoch 28 Batch 713/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.860, Loss: 0.226 Epoch 28 Batch 714/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.859, Loss: 0.252 Epoch 28 Batch 715/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.857, Loss: 0.273 Epoch 28 Batch 716/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.863, Loss: 0.226 Epoch 28 Batch 717/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.867, Loss: 0.243 Epoch 28 Batch 718/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.867, Loss: 0.260 Epoch 28 Batch 719/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.868, Loss: 0.230 Epoch 28 Batch 720/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.869, Loss: 0.273 Epoch 28 Batch 721/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.876, Loss: 0.249 Epoch 28 Batch 722/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.875, Loss: 0.248 Epoch 28 Batch 723/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.877, Loss: 0.254 Epoch 28 Batch 724/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.879, Loss: 0.253 Epoch 28 Batch 725/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.880, Loss: 0.235 Epoch 28 Batch 726/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.875, Loss: 0.241 Epoch 28 Batch 727/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.874, Loss: 0.214 Epoch 28 Batch 728/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.875, Loss: 0.263 Epoch 28 Batch 729/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.874, Loss: 0.271 Epoch 28 Batch 730/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.879, Loss: 0.245 Epoch 28 Batch 731/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.876, Loss: 0.241 Epoch 28 Batch 732/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.876, Loss: 0.269 Epoch 28 Batch 733/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.875, Loss: 0.272 Epoch 28 Batch 734/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.875, Loss: 0.255 Epoch 28 Batch 735/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.875, Loss: 0.233 Epoch 28 Batch 736/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.870, Loss: 0.245 Epoch 28 Batch 737/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.881, Loss: 0.270 Epoch 28 Batch 738/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.881, Loss: 0.212 Epoch 28 Batch 739/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.881, Loss: 0.249 Epoch 28 Batch 740/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.877, Loss: 0.227 Epoch 28 Batch 741/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.877, Loss: 0.251 Epoch 28 Batch 742/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.882, Loss: 0.247 Epoch 28 Batch 743/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.888, Loss: 0.250 Epoch 28 Batch 744/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.879, Loss: 0.230 Epoch 28 Batch 745/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.879, Loss: 0.251 Epoch 28 Batch 746/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.876, Loss: 0.250 Epoch 28 Batch 747/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.880, Loss: 0.221 Epoch 28 Batch 748/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.882, Loss: 0.242 Epoch 28 Batch 749/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.882, Loss: 0.262 Epoch 28 Batch 750/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.878, Loss: 0.266 Epoch 28 Batch 751/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.877, Loss: 0.253 Epoch 28 Batch 752/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.877, Loss: 0.240 Epoch 28 Batch 753/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.876, Loss: 0.261 Epoch 28 Batch 754/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.878, Loss: 0.280 Epoch 28 Batch 755/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.878, Loss: 0.259 Epoch 28 Batch 756/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.879, Loss: 0.224 Epoch 28 Batch 757/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.879, Loss: 0.285 Epoch 28 Batch 758/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.876, Loss: 0.227 Epoch 28 Batch 759/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.879, Loss: 0.217 Epoch 28 Batch 760/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.876, Loss: 0.268 Epoch 28 Batch 761/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.247 Epoch 28 Batch 762/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.876, Loss: 0.220 Epoch 28 Batch 763/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.872, Loss: 0.224 Epoch 28 Batch 764/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.247 Epoch 28 Batch 765/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.867, Loss: 0.235 Epoch 28 Batch 766/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.867, Loss: 0.253 Epoch 28 Batch 767/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.868, Loss: 0.240 Epoch 28 Batch 768/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.868, Loss: 0.260 Epoch 28 Batch 769/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.240 Epoch 28 Batch 770/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.884, Loss: 0.242 Epoch 28 Batch 771/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.249 Epoch 28 Batch 772/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.887, Loss: 0.245 Epoch 28 Batch 773/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.883, Loss: 0.226 Epoch 28 Batch 774/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.882, Loss: 0.259 Epoch 28 Batch 775/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.882, Loss: 0.233 Epoch 28 Batch 776/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.882, Loss: 0.223 Epoch 28 Batch 777/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.883, Loss: 0.264 Epoch 28 Batch 778/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.881, Loss: 0.227 Epoch 28 Batch 779/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.884, Loss: 0.261 Epoch 28 Batch 780/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.884, Loss: 0.281 Epoch 28 Batch 781/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.880, Loss: 0.214 Epoch 28 Batch 782/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.879, Loss: 0.227 Epoch 28 Batch 783/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.879, Loss: 0.249 Epoch 28 Batch 784/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.879, Loss: 0.234 Epoch 28 Batch 785/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.874, Loss: 0.271 Epoch 28 Batch 786/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.874, Loss: 0.239 Epoch 28 Batch 787/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.876, Loss: 0.236 Epoch 28 Batch 788/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.239 Epoch 28 Batch 789/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.876, Loss: 0.243 Epoch 28 Batch 790/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.876, Loss: 0.280 Epoch 28 Batch 791/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.876, Loss: 0.246 Epoch 28 Batch 792/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.876, Loss: 0.253 Epoch 28 Batch 793/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.875, Loss: 0.262 Epoch 28 Batch 794/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.875, Loss: 0.225 Epoch 28 Batch 795/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.880, Loss: 0.292 Epoch 28 Batch 796/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.880, Loss: 0.257 Epoch 28 Batch 797/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.236 Epoch 28 Batch 798/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.878, Loss: 0.258 Epoch 28 Batch 799/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.868, Loss: 0.293 Epoch 28 Batch 800/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.870, Loss: 0.223 Epoch 28 Batch 801/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.870, Loss: 0.251 Epoch 28 Batch 802/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.264 Epoch 28 Batch 803/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.870, Loss: 0.278 Epoch 28 Batch 804/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.248 Epoch 28 Batch 805/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.875, Loss: 0.250 Epoch 28 Batch 806/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.877, Loss: 0.266 Epoch 28 Batch 807/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.882, Loss: 0.245 Epoch 28 Batch 808/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.887, Loss: 0.268 Epoch 28 Batch 809/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.882, Loss: 0.283 Epoch 28 Batch 810/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.880, Loss: 0.219 Epoch 28 Batch 811/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.880, Loss: 0.234 Epoch 28 Batch 812/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.881, Loss: 0.276 Epoch 28 Batch 813/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.224 Epoch 28 Batch 814/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.876, Loss: 0.262 Epoch 28 Batch 815/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.876, Loss: 0.251 Epoch 28 Batch 816/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.876, Loss: 0.266 Epoch 28 Batch 817/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.267 Epoch 28 Batch 818/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.866, Loss: 0.262 Epoch 28 Batch 819/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.871, Loss: 0.262 Epoch 28 Batch 820/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.872, Loss: 0.265 Epoch 28 Batch 821/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.873, Loss: 0.251 Epoch 28 Batch 822/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.872, Loss: 0.273 Epoch 28 Batch 823/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.874, Loss: 0.253 Epoch 28 Batch 824/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.873, Loss: 0.234 Epoch 28 Batch 825/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.870, Loss: 0.244 Epoch 28 Batch 826/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.872, Loss: 0.232 Epoch 28 Batch 827/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.870, Loss: 0.239 Epoch 28 Batch 828/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.871, Loss: 0.232 Epoch 28 Batch 829/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.872, Loss: 0.268 Epoch 28 Batch 830/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.873, Loss: 0.233 Epoch 28 Batch 831/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.875, Loss: 0.255 Epoch 28 Batch 832/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.876, Loss: 0.249 Epoch 28 Batch 833/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.875, Loss: 0.251 Epoch 28 Batch 834/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.875, Loss: 0.258 Epoch 28 Batch 835/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.875, Loss: 0.255 Epoch 28 Batch 836/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.875, Loss: 0.255 Epoch 28 Batch 837/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.879, Loss: 0.285 Epoch 28 Batch 838/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.874, Loss: 0.233 Epoch 28 Batch 839/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.874, Loss: 0.227 Epoch 28 Batch 840/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.232 Epoch 28 Batch 841/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.875, Loss: 0.255 Epoch 28 Batch 842/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.875, Loss: 0.230 Epoch 28 Batch 843/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.874, Loss: 0.235 Epoch 28 Batch 844/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.875, Loss: 0.227 Epoch 28 Batch 845/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.876, Loss: 0.227 Epoch 28 Batch 846/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.876, Loss: 0.257 Epoch 28 Batch 847/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.881, Loss: 0.278 Epoch 28 Batch 848/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.239 Epoch 28 Batch 849/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.885, Loss: 0.221 Epoch 28 Batch 850/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.885, Loss: 0.284 Epoch 28 Batch 851/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.880, Loss: 0.256 Epoch 28 Batch 852/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.880, Loss: 0.267 Epoch 28 Batch 853/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.873, Loss: 0.236 Epoch 28 Batch 854/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.878, Loss: 0.284 Epoch 28 Batch 855/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.878, Loss: 0.252 Epoch 28 Batch 856/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.877, Loss: 0.274 Epoch 28 Batch 857/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.238 Epoch 28 Batch 858/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.244 Epoch 28 Batch 859/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.875, Loss: 0.250 Epoch 28 Batch 860/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.881, Loss: 0.254 Epoch 28 Batch 861/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.881, Loss: 0.244 Epoch 28 Batch 862/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.881, Loss: 0.255 Epoch 28 Batch 863/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.226 Epoch 28 Batch 864/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.881, Loss: 0.257 Epoch 28 Batch 865/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.885, Loss: 0.265 Epoch 28 Batch 866/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.885, Loss: 0.243 Epoch 28 Batch 867/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.880, Loss: 0.291 Epoch 28 Batch 868/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.881, Loss: 0.269 Epoch 28 Batch 869/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.885, Loss: 0.245 Epoch 28 Batch 870/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.885, Loss: 0.262 Epoch 28 Batch 871/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.888, Loss: 0.227 Epoch 28 Batch 872/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.882, Loss: 0.238 Epoch 28 Batch 873/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.886, Loss: 0.256 Epoch 28 Batch 874/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.884, Loss: 0.264 Epoch 28 Batch 875/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.884, Loss: 0.243 Epoch 28 Batch 876/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.884, Loss: 0.253 Epoch 28 Batch 877/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.241 Epoch 28 Batch 878/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.880, Loss: 0.252 Epoch 28 Batch 879/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.882, Loss: 0.226 Epoch 28 Batch 880/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.882, Loss: 0.249 Epoch 28 Batch 881/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.882, Loss: 0.267 Epoch 28 Batch 882/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.250 Epoch 28 Batch 883/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.881, Loss: 0.284 Epoch 28 Batch 884/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.881, Loss: 0.237 Epoch 28 Batch 885/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.880, Loss: 0.197 Epoch 28 Batch 886/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.875, Loss: 0.268 Epoch 28 Batch 887/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.875, Loss: 0.267 Epoch 28 Batch 888/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.876, Loss: 0.239 Epoch 28 Batch 889/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.878, Loss: 0.260 Epoch 28 Batch 890/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.877, Loss: 0.266 Epoch 28 Batch 891/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.883, Loss: 0.261 Epoch 28 Batch 892/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.883, Loss: 0.245 Epoch 28 Batch 893/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.883, Loss: 0.274 Epoch 28 Batch 894/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.889, Loss: 0.224 Epoch 28 Batch 895/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.888, Loss: 0.235 Epoch 28 Batch 896/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.879, Loss: 0.256 Epoch 28 Batch 897/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.219 Epoch 28 Batch 898/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.887, Loss: 0.215 Epoch 28 Batch 899/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.887, Loss: 0.253 Epoch 28 Batch 900/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.886, Loss: 0.270 Epoch 28 Batch 901/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.885, Loss: 0.273 Epoch 28 Batch 902/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.886, Loss: 0.257 Epoch 28 Batch 903/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.240 Epoch 28 Batch 904/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.876, Loss: 0.232 Epoch 28 Batch 905/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.875, Loss: 0.229 Epoch 28 Batch 906/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.879, Loss: 0.234 Epoch 28 Batch 907/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.886, Loss: 0.233 Epoch 28 Batch 908/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.882, Loss: 0.249 Epoch 28 Batch 909/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.883, Loss: 0.256 Epoch 28 Batch 910/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.883, Loss: 0.236 Epoch 28 Batch 911/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.877, Loss: 0.220 Epoch 28 Batch 912/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.876, Loss: 0.239 Epoch 28 Batch 913/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.869, Loss: 0.282 Epoch 28 Batch 914/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.265 Epoch 28 Batch 915/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.874, Loss: 0.238 Epoch 28 Batch 916/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.874, Loss: 0.254 Epoch 28 Batch 917/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.875, Loss: 0.242 Epoch 28 Batch 918/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.875, Loss: 0.207 Epoch 28 Batch 919/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.873, Loss: 0.229 Epoch 28 Batch 920/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.869, Loss: 0.266 Epoch 28 Batch 921/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.869, Loss: 0.273 Epoch 28 Batch 922/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.238 Epoch 28 Batch 923/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.868, Loss: 0.230 Epoch 28 Batch 924/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.868, Loss: 0.277 Epoch 28 Batch 925/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.868, Loss: 0.236 Epoch 28 Batch 926/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.868, Loss: 0.253 Epoch 28 Batch 927/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.867, Loss: 0.271 Epoch 28 Batch 928/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.867, Loss: 0.252 Epoch 28 Batch 929/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.875, Loss: 0.251 Epoch 28 Batch 930/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.875, Loss: 0.239 Epoch 28 Batch 931/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.882, Loss: 0.236 Epoch 28 Batch 932/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.245 Epoch 28 Batch 933/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.259 Epoch 28 Batch 934/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.886, Loss: 0.251 Epoch 28 Batch 935/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.248 Epoch 28 Batch 936/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.887, Loss: 0.259 Epoch 28 Batch 937/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.275 Epoch 28 Batch 938/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.879, Loss: 0.278 Epoch 28 Batch 939/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.882, Loss: 0.259 Epoch 28 Batch 940/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.873, Loss: 0.226 Epoch 28 Batch 941/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.873, Loss: 0.217 Epoch 28 Batch 942/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.874, Loss: 0.240 Epoch 28 Batch 943/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.868, Loss: 0.253 Epoch 28 Batch 944/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.872, Loss: 0.228 Epoch 28 Batch 945/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.871, Loss: 0.237 Epoch 28 Batch 946/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.871, Loss: 0.228 Epoch 28 Batch 947/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.871, Loss: 0.278 Epoch 28 Batch 948/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.866, Loss: 0.248 Epoch 28 Batch 949/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.868, Loss: 0.207 Epoch 28 Batch 950/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.862, Loss: 0.226 Epoch 28 Batch 951/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.861, Loss: 0.230 Epoch 28 Batch 952/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.862, Loss: 0.240 Epoch 28 Batch 953/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.862, Loss: 0.236 Epoch 28 Batch 954/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.862, Loss: 0.263 Epoch 28 Batch 955/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.863, Loss: 0.249 Epoch 28 Batch 956/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.868, Loss: 0.258 Epoch 28 Batch 957/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.873, Loss: 0.239 Epoch 28 Batch 958/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.881, Loss: 0.235 Epoch 28 Batch 959/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.218 Epoch 28 Batch 960/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.221 Epoch 28 Batch 961/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.877, Loss: 0.248 Epoch 28 Batch 962/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.878, Loss: 0.248 Epoch 28 Batch 963/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.293 Epoch 28 Batch 964/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.884, Loss: 0.223 Epoch 28 Batch 965/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.249 Epoch 28 Batch 966/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.882, Loss: 0.213 Epoch 28 Batch 967/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.881, Loss: 0.236 Epoch 28 Batch 968/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.887, Loss: 0.281 Epoch 28 Batch 969/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.890, Loss: 0.265 Epoch 28 Batch 970/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.265 Epoch 28 Batch 971/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.239 Epoch 28 Batch 972/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.231 Epoch 28 Batch 973/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.885, Loss: 0.219 Epoch 28 Batch 974/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.880, Loss: 0.240 Epoch 28 Batch 975/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.880, Loss: 0.250 Epoch 28 Batch 976/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.880, Loss: 0.264 Epoch 28 Batch 977/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.884, Loss: 0.228 Epoch 28 Batch 978/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.255 Epoch 28 Batch 979/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.885, Loss: 0.263 Epoch 28 Batch 980/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.884, Loss: 0.251 Epoch 28 Batch 981/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.888, Loss: 0.262 Epoch 28 Batch 982/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.886, Loss: 0.252 Epoch 28 Batch 983/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.890, Loss: 0.256 Epoch 28 Batch 984/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.890, Loss: 0.262 Epoch 28 Batch 985/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.223 Epoch 28 Batch 986/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.894, Loss: 0.259 Epoch 28 Batch 987/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.889, Loss: 0.233 Epoch 28 Batch 988/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.889, Loss: 0.257 Epoch 28 Batch 989/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.268 Epoch 28 Batch 990/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.885, Loss: 0.258 Epoch 28 Batch 991/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.878, Loss: 0.252 Epoch 28 Batch 992/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.878, Loss: 0.255 Epoch 28 Batch 993/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.215 Epoch 28 Batch 994/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.873, Loss: 0.239 Epoch 28 Batch 995/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.234 Epoch 28 Batch 996/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.869, Loss: 0.223 Epoch 28 Batch 997/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.867, Loss: 0.235 Epoch 28 Batch 998/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.872, Loss: 0.241 Epoch 28 Batch 999/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.250 Epoch 28 Batch 1000/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.877, Loss: 0.224 Epoch 28 Batch 1001/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.877, Loss: 0.214 Epoch 28 Batch 1002/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.870, Loss: 0.216 Epoch 28 Batch 1003/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.870, Loss: 0.243 Epoch 28 Batch 1004/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.877, Loss: 0.259 Epoch 28 Batch 1005/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.877, Loss: 0.247 Epoch 28 Batch 1006/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.211 Epoch 28 Batch 1007/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.217 Epoch 28 Batch 1008/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.874, Loss: 0.266 Epoch 28 Batch 1009/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.875, Loss: 0.211 Epoch 28 Batch 1010/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.871, Loss: 0.247 Epoch 28 Batch 1011/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.871, Loss: 0.264 Epoch 28 Batch 1012/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.223 Epoch 28 Batch 1013/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.875, Loss: 0.219 Epoch 28 Batch 1014/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.875, Loss: 0.258 Epoch 28 Batch 1015/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.276 Epoch 28 Batch 1016/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.872, Loss: 0.262 Epoch 28 Batch 1017/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.871, Loss: 0.246 Epoch 28 Batch 1018/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.875, Loss: 0.216 Epoch 28 Batch 1019/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.875, Loss: 0.283 Epoch 28 Batch 1020/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.875, Loss: 0.228 Epoch 28 Batch 1021/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.875, Loss: 0.243 Epoch 28 Batch 1022/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.872, Loss: 0.242 Epoch 28 Batch 1023/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.872, Loss: 0.219 Epoch 28 Batch 1024/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.872, Loss: 0.272 Epoch 28 Batch 1025/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.873, Loss: 0.250 Epoch 28 Batch 1026/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.873, Loss: 0.220 Epoch 28 Batch 1027/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.872, Loss: 0.260 Epoch 28 Batch 1028/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.868, Loss: 0.234 Epoch 28 Batch 1029/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.242 Epoch 28 Batch 1030/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.869, Loss: 0.231 Epoch 28 Batch 1031/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.877, Loss: 0.262 Epoch 28 Batch 1032/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.883, Loss: 0.263 Epoch 28 Batch 1033/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.883, Loss: 0.240 Epoch 28 Batch 1034/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.883, Loss: 0.242 Epoch 28 Batch 1035/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.883, Loss: 0.216 Epoch 28 Batch 1036/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.878, Loss: 0.267 Epoch 28 Batch 1037/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.878, Loss: 0.269 Epoch 28 Batch 1038/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.874, Loss: 0.239 Epoch 28 Batch 1039/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.874, Loss: 0.237 Epoch 28 Batch 1040/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.880, Loss: 0.250 Epoch 28 Batch 1041/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.885, Loss: 0.272 Epoch 28 Batch 1042/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.885, Loss: 0.251 Epoch 28 Batch 1043/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.286 Epoch 28 Batch 1044/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.882, Loss: 0.260 Epoch 28 Batch 1045/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.881, Loss: 0.248 Epoch 28 Batch 1046/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.879, Loss: 0.221 Epoch 28 Batch 1047/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.874, Loss: 0.242 Epoch 28 Batch 1048/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.874, Loss: 0.232 Epoch 28 Batch 1049/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.875, Loss: 0.259 Epoch 28 Batch 1050/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.875, Loss: 0.222 Epoch 28 Batch 1051/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.877, Loss: 0.249 Epoch 28 Batch 1052/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.877, Loss: 0.232 Epoch 28 Batch 1053/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.880, Loss: 0.245 Epoch 28 Batch 1054/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.880, Loss: 0.247 Epoch 28 Batch 1055/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.880, Loss: 0.222 Epoch 28 Batch 1056/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.879, Loss: 0.252 Epoch 28 Batch 1057/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.879, Loss: 0.264 Epoch 28 Batch 1058/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.879, Loss: 0.276 Epoch 28 Batch 1059/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.878, Loss: 0.261 Epoch 28 Batch 1060/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.880, Loss: 0.236 Epoch 28 Batch 1061/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.884, Loss: 0.293 Epoch 28 Batch 1062/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.884, Loss: 0.246 Epoch 28 Batch 1063/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.884, Loss: 0.246 Epoch 28 Batch 1064/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.883, Loss: 0.231 Epoch 28 Batch 1065/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.238 Epoch 28 Batch 1066/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.878, Loss: 0.214 Epoch 28 Batch 1067/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.879, Loss: 0.260 Epoch 28 Batch 1068/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.880, Loss: 0.227 Epoch 28 Batch 1069/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.880, Loss: 0.217 Epoch 28 Batch 1070/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.879, Loss: 0.242 Epoch 28 Batch 1071/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.236 Epoch 28 Batch 1072/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.877, Loss: 0.234 Epoch 28 Batch 1073/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.879, Loss: 0.266 Epoch 28 Batch 1074/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.878, Loss: 0.265 Epoch 28 Batch 1075/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.880, Loss: 0.257 Epoch 29 Batch 0/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.880, Loss: 0.236 Epoch 29 Batch 1/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.880, Loss: 0.242 Epoch 29 Batch 2/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.880, Loss: 0.260 Epoch 29 Batch 3/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.875, Loss: 0.231 Epoch 29 Batch 4/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.874, Loss: 0.241 Epoch 29 Batch 5/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.879, Loss: 0.270 Epoch 29 Batch 6/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.879, Loss: 0.261 Epoch 29 Batch 7/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.876, Loss: 0.218 Epoch 29 Batch 8/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.877, Loss: 0.235 Epoch 29 Batch 9/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.873, Loss: 0.255 Epoch 29 Batch 10/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.872, Loss: 0.256 Epoch 29 Batch 11/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.245 Epoch 29 Batch 12/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.268 Epoch 29 Batch 13/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.876, Loss: 0.261 Epoch 29 Batch 14/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.876, Loss: 0.205 Epoch 29 Batch 15/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.880, Loss: 0.234 Epoch 29 Batch 16/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.881, Loss: 0.242 Epoch 29 Batch 17/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.885, Loss: 0.236 Epoch 29 Batch 18/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.885, Loss: 0.246 Epoch 29 Batch 19/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.876, Loss: 0.244 Epoch 29 Batch 20/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.876, Loss: 0.223 Epoch 29 Batch 21/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.876, Loss: 0.249 Epoch 29 Batch 22/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.878, Loss: 0.266 Epoch 29 Batch 23/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.880, Loss: 0.248 Epoch 29 Batch 24/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.880, Loss: 0.242 Epoch 29 Batch 25/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.874, Loss: 0.226 Epoch 29 Batch 26/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.236 Epoch 29 Batch 27/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.873, Loss: 0.225 Epoch 29 Batch 28/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.873, Loss: 0.233 Epoch 29 Batch 29/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.874, Loss: 0.241 Epoch 29 Batch 30/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.874, Loss: 0.225 Epoch 29 Batch 31/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.876, Loss: 0.252 Epoch 29 Batch 32/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.871, Loss: 0.215 Epoch 29 Batch 33/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.871, Loss: 0.213 Epoch 29 Batch 34/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.871, Loss: 0.255 Epoch 29 Batch 35/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.876, Loss: 0.239 Epoch 29 Batch 36/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.881, Loss: 0.218 Epoch 29 Batch 37/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.880, Loss: 0.243 Epoch 29 Batch 38/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.881, Loss: 0.274 Epoch 29 Batch 39/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.889, Loss: 0.284 Epoch 29 Batch 40/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.884, Loss: 0.243 Epoch 29 Batch 41/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.885, Loss: 0.240 Epoch 29 Batch 42/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.880, Loss: 0.266 Epoch 29 Batch 43/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.874, Loss: 0.241 Epoch 29 Batch 44/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.873, Loss: 0.227 Epoch 29 Batch 45/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.882, Loss: 0.240 Epoch 29 Batch 46/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.888, Loss: 0.254 Epoch 29 Batch 47/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.887, Loss: 0.235 Epoch 29 Batch 48/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.889, Loss: 0.269 Epoch 29 Batch 49/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.266 Epoch 29 Batch 50/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.885, Loss: 0.235 Epoch 29 Batch 51/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.887, Loss: 0.236 Epoch 29 Batch 52/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.887, Loss: 0.263 Epoch 29 Batch 53/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.882, Loss: 0.244 Epoch 29 Batch 54/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.882, Loss: 0.269 Epoch 29 Batch 55/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.877, Loss: 0.235 Epoch 29 Batch 56/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.880, Loss: 0.215 Epoch 29 Batch 57/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.879, Loss: 0.235 Epoch 29 Batch 58/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.878, Loss: 0.218 Epoch 29 Batch 59/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.874, Loss: 0.247 Epoch 29 Batch 60/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.874, Loss: 0.238 Epoch 29 Batch 61/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.879, Loss: 0.248 Epoch 29 Batch 62/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.878, Loss: 0.247 Epoch 29 Batch 63/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.874, Loss: 0.217 Epoch 29 Batch 64/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.874, Loss: 0.222 Epoch 29 Batch 65/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.874, Loss: 0.238 Epoch 29 Batch 66/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.873, Loss: 0.217 Epoch 29 Batch 67/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.237 Epoch 29 Batch 68/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.871, Loss: 0.276 Epoch 29 Batch 69/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.872, Loss: 0.272 Epoch 29 Batch 70/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.875, Loss: 0.254 Epoch 29 Batch 71/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.874, Loss: 0.230 Epoch 29 Batch 72/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.874, Loss: 0.243 Epoch 29 Batch 73/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.874, Loss: 0.249 Epoch 29 Batch 74/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.874, Loss: 0.219 Epoch 29 Batch 75/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.876, Loss: 0.289 Epoch 29 Batch 76/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.876, Loss: 0.220 Epoch 29 Batch 77/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.876, Loss: 0.251 Epoch 29 Batch 78/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.875, Loss: 0.252 Epoch 29 Batch 79/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.875, Loss: 0.239 Epoch 29 Batch 80/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.877, Loss: 0.252 Epoch 29 Batch 81/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.880, Loss: 0.238 Epoch 29 Batch 82/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.881, Loss: 0.234 Epoch 29 Batch 83/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.879, Loss: 0.263 Epoch 29 Batch 84/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.884, Loss: 0.244 Epoch 29 Batch 85/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.227 Epoch 29 Batch 86/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.882, Loss: 0.238 Epoch 29 Batch 87/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.881, Loss: 0.280 Epoch 29 Batch 88/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.881, Loss: 0.257 Epoch 29 Batch 89/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.249 Epoch 29 Batch 90/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.876, Loss: 0.275 Epoch 29 Batch 91/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.874, Loss: 0.214 Epoch 29 Batch 92/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.869, Loss: 0.218 Epoch 29 Batch 93/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.871, Loss: 0.234 Epoch 29 Batch 94/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.872, Loss: 0.220 Epoch 29 Batch 95/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.284 Epoch 29 Batch 96/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.245 Epoch 29 Batch 97/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.872, Loss: 0.236 Epoch 29 Batch 98/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.871, Loss: 0.230 Epoch 29 Batch 99/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.263 Epoch 29 Batch 100/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.868, Loss: 0.228 Epoch 29 Batch 101/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.873, Loss: 0.249 Epoch 29 Batch 102/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.876, Loss: 0.219 Epoch 29 Batch 103/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.876, Loss: 0.278 Epoch 29 Batch 104/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.881, Loss: 0.241 Epoch 29 Batch 105/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.249 Epoch 29 Batch 106/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.876, Loss: 0.283 Epoch 29 Batch 107/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.880, Loss: 0.245 Epoch 29 Batch 108/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.876, Loss: 0.228 Epoch 29 Batch 109/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.238 Epoch 29 Batch 110/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.867, Loss: 0.215 Epoch 29 Batch 111/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.872, Loss: 0.243 Epoch 29 Batch 112/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.873, Loss: 0.218 Epoch 29 Batch 113/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.874, Loss: 0.253 Epoch 29 Batch 114/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.871, Loss: 0.247 Epoch 29 Batch 115/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.870, Loss: 0.242 Epoch 29 Batch 116/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.869, Loss: 0.255 Epoch 29 Batch 117/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.869, Loss: 0.260 Epoch 29 Batch 118/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.864, Loss: 0.265 Epoch 29 Batch 119/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.872, Loss: 0.234 Epoch 29 Batch 120/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.872, Loss: 0.289 Epoch 29 Batch 121/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.244 Epoch 29 Batch 122/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.876, Loss: 0.232 Epoch 29 Batch 123/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.872, Loss: 0.212 Epoch 29 Batch 124/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.872, Loss: 0.270 Epoch 29 Batch 125/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.870, Loss: 0.245 Epoch 29 Batch 126/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.871, Loss: 0.213 Epoch 29 Batch 127/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.875, Loss: 0.242 Epoch 29 Batch 128/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.869, Loss: 0.230 Epoch 29 Batch 129/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.260 Epoch 29 Batch 130/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.869, Loss: 0.218 Epoch 29 Batch 131/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.867, Loss: 0.229 Epoch 29 Batch 132/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.868, Loss: 0.250 Epoch 29 Batch 133/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.870, Loss: 0.233 Epoch 29 Batch 134/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.868, Loss: 0.244 Epoch 29 Batch 135/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.873, Loss: 0.246 Epoch 29 Batch 136/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.873, Loss: 0.231 Epoch 29 Batch 137/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.873, Loss: 0.215 Epoch 29 Batch 138/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.873, Loss: 0.221 Epoch 29 Batch 139/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.874, Loss: 0.240 Epoch 29 Batch 140/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.879, Loss: 0.257 Epoch 29 Batch 141/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.874, Loss: 0.232 Epoch 29 Batch 142/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.868, Loss: 0.231 Epoch 29 Batch 143/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.868, Loss: 0.254 Epoch 29 Batch 144/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.870, Loss: 0.251 Epoch 29 Batch 145/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.869, Loss: 0.251 Epoch 29 Batch 146/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.870, Loss: 0.267 Epoch 29 Batch 147/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.870, Loss: 0.251 Epoch 29 Batch 148/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.874, Loss: 0.254 Epoch 29 Batch 149/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.879, Loss: 0.240 Epoch 29 Batch 150/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.875, Loss: 0.224 Epoch 29 Batch 151/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.875, Loss: 0.210 Epoch 29 Batch 152/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.878, Loss: 0.265 Epoch 29 Batch 153/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.878, Loss: 0.242 Epoch 29 Batch 154/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.876, Loss: 0.256 Epoch 29 Batch 155/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.876, Loss: 0.259 Epoch 29 Batch 156/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.877, Loss: 0.240 Epoch 29 Batch 157/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.876, Loss: 0.243 Epoch 29 Batch 158/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.876, Loss: 0.251 Epoch 29 Batch 159/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.876, Loss: 0.233 Epoch 29 Batch 160/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.881, Loss: 0.244 Epoch 29 Batch 161/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.871, Loss: 0.240 Epoch 29 Batch 162/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.291 Epoch 29 Batch 163/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.870, Loss: 0.272 Epoch 29 Batch 164/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.255 Epoch 29 Batch 165/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.869, Loss: 0.238 Epoch 29 Batch 166/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.873, Loss: 0.263 Epoch 29 Batch 167/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.871, Loss: 0.245 Epoch 29 Batch 168/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.871, Loss: 0.292 Epoch 29 Batch 169/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.872, Loss: 0.246 Epoch 29 Batch 170/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.872, Loss: 0.259 Epoch 29 Batch 171/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.871, Loss: 0.231 Epoch 29 Batch 172/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.216 Epoch 29 Batch 173/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.873, Loss: 0.261 Epoch 29 Batch 174/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.868, Loss: 0.245 Epoch 29 Batch 175/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.878, Loss: 0.222 Epoch 29 Batch 176/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.880, Loss: 0.250 Epoch 29 Batch 177/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.880, Loss: 0.265 Epoch 29 Batch 178/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.877, Loss: 0.233 Epoch 29 Batch 179/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.235 Epoch 29 Batch 180/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.222 Epoch 29 Batch 181/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.888, Loss: 0.251 Epoch 29 Batch 182/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.887, Loss: 0.259 Epoch 29 Batch 183/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.883, Loss: 0.245 Epoch 29 Batch 184/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.882, Loss: 0.224 Epoch 29 Batch 185/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.881, Loss: 0.262 Epoch 29 Batch 186/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.881, Loss: 0.263 Epoch 29 Batch 187/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.238 Epoch 29 Batch 188/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.886, Loss: 0.261 Epoch 29 Batch 189/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.884, Loss: 0.253 Epoch 29 Batch 190/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.887, Loss: 0.231 Epoch 29 Batch 191/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.887, Loss: 0.206 Epoch 29 Batch 192/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.882, Loss: 0.270 Epoch 29 Batch 193/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.882, Loss: 0.221 Epoch 29 Batch 194/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.225 Epoch 29 Batch 195/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.883, Loss: 0.233 Epoch 29 Batch 196/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.885, Loss: 0.221 Epoch 29 Batch 197/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.885, Loss: 0.237 Epoch 29 Batch 198/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.223 Epoch 29 Batch 199/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.882, Loss: 0.221 Epoch 29 Batch 200/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.885, Loss: 0.244 Epoch 29 Batch 201/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.880, Loss: 0.218 Epoch 29 Batch 202/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.880, Loss: 0.253 Epoch 29 Batch 203/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.871, Loss: 0.227 Epoch 29 Batch 204/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.871, Loss: 0.276 Epoch 29 Batch 205/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.869, Loss: 0.254 Epoch 29 Batch 206/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.870, Loss: 0.243 Epoch 29 Batch 207/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.874, Loss: 0.250 Epoch 29 Batch 208/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.876, Loss: 0.239 Epoch 29 Batch 209/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.877, Loss: 0.203 Epoch 29 Batch 210/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.882, Loss: 0.233 Epoch 29 Batch 211/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.881, Loss: 0.236 Epoch 29 Batch 212/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.219 Epoch 29 Batch 213/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.885, Loss: 0.216 Epoch 29 Batch 214/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.886, Loss: 0.219 Epoch 29 Batch 215/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.877, Loss: 0.261 Epoch 29 Batch 216/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.878, Loss: 0.240 Epoch 29 Batch 217/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.878, Loss: 0.228 Epoch 29 Batch 218/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.878, Loss: 0.278 Epoch 29 Batch 219/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.238 Epoch 29 Batch 220/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.887, Loss: 0.246 Epoch 29 Batch 221/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.884, Loss: 0.244 Epoch 29 Batch 222/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.884, Loss: 0.241 Epoch 29 Batch 223/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.884, Loss: 0.211 Epoch 29 Batch 224/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.884, Loss: 0.242 Epoch 29 Batch 225/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.884, Loss: 0.257 Epoch 29 Batch 226/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.884, Loss: 0.242 Epoch 29 Batch 227/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.884, Loss: 0.277 Epoch 29 Batch 228/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.878, Loss: 0.233 Epoch 29 Batch 229/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.882, Loss: 0.246 Epoch 29 Batch 230/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.227 Epoch 29 Batch 231/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.880, Loss: 0.261 Epoch 29 Batch 232/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.880, Loss: 0.235 Epoch 29 Batch 233/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.881, Loss: 0.271 Epoch 29 Batch 234/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.880, Loss: 0.258 Epoch 29 Batch 235/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.885, Loss: 0.239 Epoch 29 Batch 236/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.876, Loss: 0.248 Epoch 29 Batch 237/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.227 Epoch 29 Batch 238/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.876, Loss: 0.249 Epoch 29 Batch 239/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.871, Loss: 0.215 Epoch 29 Batch 240/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.873, Loss: 0.237 Epoch 29 Batch 241/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.875, Loss: 0.221 Epoch 29 Batch 242/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.874, Loss: 0.227 Epoch 29 Batch 243/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.250 Epoch 29 Batch 244/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.234 Epoch 29 Batch 245/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.221 Epoch 29 Batch 246/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.240 Epoch 29 Batch 247/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.865, Loss: 0.237 Epoch 29 Batch 248/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.863, Loss: 0.252 Epoch 29 Batch 249/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.241 Epoch 29 Batch 250/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.863, Loss: 0.230 Epoch 29 Batch 251/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.866, Loss: 0.227 Epoch 29 Batch 252/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.869, Loss: 0.208 Epoch 29 Batch 253/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.875, Loss: 0.258 Epoch 29 Batch 254/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.876, Loss: 0.219 Epoch 29 Batch 255/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.876, Loss: 0.253 Epoch 29 Batch 256/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.881, Loss: 0.283 Epoch 29 Batch 257/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.885, Loss: 0.239 Epoch 29 Batch 258/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.884, Loss: 0.241 Epoch 29 Batch 259/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.248 Epoch 29 Batch 260/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.222 Epoch 29 Batch 261/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.884, Loss: 0.237 Epoch 29 Batch 262/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.885, Loss: 0.237 Epoch 29 Batch 263/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.885, Loss: 0.236 Epoch 29 Batch 264/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.879, Loss: 0.256 Epoch 29 Batch 265/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.874, Loss: 0.247 Epoch 29 Batch 266/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.879, Loss: 0.242 Epoch 29 Batch 267/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.878, Loss: 0.216 Epoch 29 Batch 268/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.878, Loss: 0.249 Epoch 29 Batch 269/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.875, Loss: 0.275 Epoch 29 Batch 270/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.881, Loss: 0.267 Epoch 29 Batch 271/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.881, Loss: 0.234 Epoch 29 Batch 272/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.877, Loss: 0.307 Epoch 29 Batch 273/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.878, Loss: 0.232 Epoch 29 Batch 274/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.250 Epoch 29 Batch 275/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.882, Loss: 0.250 Epoch 29 Batch 276/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.881, Loss: 0.274 Epoch 29 Batch 277/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.881, Loss: 0.210 Epoch 29 Batch 278/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.884, Loss: 0.277 Epoch 29 Batch 279/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.880, Loss: 0.282 Epoch 29 Batch 280/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.880, Loss: 0.252 Epoch 29 Batch 281/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.878, Loss: 0.257 Epoch 29 Batch 282/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.884, Loss: 0.276 Epoch 29 Batch 283/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.882, Loss: 0.260 Epoch 29 Batch 284/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.873, Loss: 0.270 Epoch 29 Batch 285/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.874, Loss: 0.253 Epoch 29 Batch 286/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.883, Loss: 0.229 Epoch 29 Batch 287/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.883, Loss: 0.253 Epoch 29 Batch 288/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.883, Loss: 0.248 Epoch 29 Batch 289/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.881, Loss: 0.241 Epoch 29 Batch 290/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.880, Loss: 0.279 Epoch 29 Batch 291/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.876, Loss: 0.260 Epoch 29 Batch 292/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.875, Loss: 0.230 Epoch 29 Batch 293/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.873, Loss: 0.254 Epoch 29 Batch 294/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.875, Loss: 0.252 Epoch 29 Batch 295/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.876, Loss: 0.273 Epoch 29 Batch 296/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.881, Loss: 0.237 Epoch 29 Batch 297/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.880, Loss: 0.281 Epoch 29 Batch 298/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.884, Loss: 0.259 Epoch 29 Batch 299/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.883, Loss: 0.240 Epoch 29 Batch 300/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.875, Loss: 0.216 Epoch 29 Batch 301/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.225 Epoch 29 Batch 302/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.875, Loss: 0.224 Epoch 29 Batch 303/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.246 Epoch 29 Batch 304/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.867, Loss: 0.238 Epoch 29 Batch 305/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.867, Loss: 0.260 Epoch 29 Batch 306/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.229 Epoch 29 Batch 307/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.880, Loss: 0.255 Epoch 29 Batch 308/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.880, Loss: 0.260 Epoch 29 Batch 309/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.880, Loss: 0.210 Epoch 29 Batch 310/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.880, Loss: 0.248 Epoch 29 Batch 311/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.884, Loss: 0.215 Epoch 29 Batch 312/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.883, Loss: 0.261 Epoch 29 Batch 313/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.231 Epoch 29 Batch 314/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.877, Loss: 0.243 Epoch 29 Batch 315/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.881, Loss: 0.226 Epoch 29 Batch 316/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.876, Loss: 0.223 Epoch 29 Batch 317/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.877, Loss: 0.280 Epoch 29 Batch 318/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.877, Loss: 0.249 Epoch 29 Batch 319/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.871, Loss: 0.246 Epoch 29 Batch 320/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.869, Loss: 0.250 Epoch 29 Batch 321/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.869, Loss: 0.247 Epoch 29 Batch 322/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.865, Loss: 0.210 Epoch 29 Batch 323/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.858, Loss: 0.228 Epoch 29 Batch 324/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.859, Loss: 0.238 Epoch 29 Batch 325/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.859, Loss: 0.249 Epoch 29 Batch 326/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.860, Loss: 0.244 Epoch 29 Batch 327/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.855, Loss: 0.267 Epoch 29 Batch 328/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.855, Loss: 0.263 Epoch 29 Batch 329/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.856, Loss: 0.261 Epoch 29 Batch 330/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.856, Loss: 0.241 Epoch 29 Batch 331/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.856, Loss: 0.242 Epoch 29 Batch 332/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.864, Loss: 0.207 Epoch 29 Batch 333/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.864, Loss: 0.249 Epoch 29 Batch 334/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.869, Loss: 0.228 Epoch 29 Batch 335/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.228 Epoch 29 Batch 336/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.863, Loss: 0.281 Epoch 29 Batch 337/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.862, Loss: 0.257 Epoch 29 Batch 338/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.860, Loss: 0.280 Epoch 29 Batch 339/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.861, Loss: 0.204 Epoch 29 Batch 340/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.861, Loss: 0.254 Epoch 29 Batch 341/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.861, Loss: 0.290 Epoch 29 Batch 342/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.864, Loss: 0.213 Epoch 29 Batch 343/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.864, Loss: 0.261 Epoch 29 Batch 344/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.863, Loss: 0.252 Epoch 29 Batch 345/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.236 Epoch 29 Batch 346/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.865, Loss: 0.255 Epoch 29 Batch 347/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.867, Loss: 0.217 Epoch 29 Batch 348/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.867, Loss: 0.247 Epoch 29 Batch 349/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.872, Loss: 0.249 Epoch 29 Batch 350/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.866, Loss: 0.279 Epoch 29 Batch 351/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.868, Loss: 0.248 Epoch 29 Batch 352/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.863, Loss: 0.238 Epoch 29 Batch 353/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.869, Loss: 0.273 Epoch 29 Batch 354/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.866, Loss: 0.280 Epoch 29 Batch 355/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.872, Loss: 0.260 Epoch 29 Batch 356/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.276 Epoch 29 Batch 357/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.870, Loss: 0.249 Epoch 29 Batch 358/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.869, Loss: 0.269 Epoch 29 Batch 359/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.869, Loss: 0.269 Epoch 29 Batch 360/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.870, Loss: 0.253 Epoch 29 Batch 361/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.869, Loss: 0.266 Epoch 29 Batch 362/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.271 Epoch 29 Batch 363/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.870, Loss: 0.275 Epoch 29 Batch 364/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.860, Loss: 0.251 Epoch 29 Batch 365/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.863, Loss: 0.222 Epoch 29 Batch 366/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.866, Loss: 0.228 Epoch 29 Batch 367/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.868, Loss: 0.219 Epoch 29 Batch 368/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.870, Loss: 0.256 Epoch 29 Batch 369/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.874, Loss: 0.252 Epoch 29 Batch 370/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.871, Loss: 0.244 Epoch 29 Batch 371/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.872, Loss: 0.248 Epoch 29 Batch 372/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.872, Loss: 0.240 Epoch 29 Batch 373/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.873, Loss: 0.228 Epoch 29 Batch 374/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.874, Loss: 0.283 Epoch 29 Batch 375/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.874, Loss: 0.232 Epoch 29 Batch 376/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.871, Loss: 0.234 Epoch 29 Batch 377/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.259 Epoch 29 Batch 378/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.875, Loss: 0.224 Epoch 29 Batch 379/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.876, Loss: 0.260 Epoch 29 Batch 380/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.876, Loss: 0.228 Epoch 29 Batch 381/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.879, Loss: 0.262 Epoch 29 Batch 382/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.864, Loss: 0.279 Epoch 29 Batch 383/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.874, Loss: 0.246 Epoch 29 Batch 384/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.232 Epoch 29 Batch 385/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.874, Loss: 0.253 Epoch 29 Batch 386/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.874, Loss: 0.229 Epoch 29 Batch 387/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.245 Epoch 29 Batch 388/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.880, Loss: 0.233 Epoch 29 Batch 389/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.877, Loss: 0.251 Epoch 29 Batch 390/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.884, Loss: 0.271 Epoch 29 Batch 391/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.881, Loss: 0.234 Epoch 29 Batch 392/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.876, Loss: 0.235 Epoch 29 Batch 393/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.876, Loss: 0.219 Epoch 29 Batch 394/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.876, Loss: 0.256 Epoch 29 Batch 395/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.875, Loss: 0.223 Epoch 29 Batch 396/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.260 Epoch 29 Batch 397/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.871, Loss: 0.241 Epoch 29 Batch 398/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.867, Loss: 0.247 Epoch 29 Batch 399/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.866, Loss: 0.262 Epoch 29 Batch 400/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.242 Epoch 29 Batch 401/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.867, Loss: 0.224 Epoch 29 Batch 402/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.871, Loss: 0.230 Epoch 29 Batch 403/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.259 Epoch 29 Batch 404/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.872, Loss: 0.212 Epoch 29 Batch 405/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.251 Epoch 29 Batch 406/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.877, Loss: 0.235 Epoch 29 Batch 407/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.873, Loss: 0.254 Epoch 29 Batch 408/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.876, Loss: 0.270 Epoch 29 Batch 409/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.875, Loss: 0.267 Epoch 29 Batch 410/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.876, Loss: 0.276 Epoch 29 Batch 411/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.871, Loss: 0.248 Epoch 29 Batch 412/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.871, Loss: 0.228 Epoch 29 Batch 413/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.241 Epoch 29 Batch 414/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.866, Loss: 0.249 Epoch 29 Batch 415/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.242 Epoch 29 Batch 416/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.868, Loss: 0.236 Epoch 29 Batch 417/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.867, Loss: 0.277 Epoch 29 Batch 418/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.865, Loss: 0.220 Epoch 29 Batch 419/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.864, Loss: 0.238 Epoch 29 Batch 420/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.864, Loss: 0.239 Epoch 29 Batch 421/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.864, Loss: 0.260 Epoch 29 Batch 422/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.865, Loss: 0.223 Epoch 29 Batch 423/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.874, Loss: 0.277 Epoch 29 Batch 424/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.873, Loss: 0.239 Epoch 29 Batch 425/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.873, Loss: 0.217 Epoch 29 Batch 426/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.256 Epoch 29 Batch 427/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.874, Loss: 0.233 Epoch 29 Batch 428/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.870, Loss: 0.230 Epoch 29 Batch 429/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.870, Loss: 0.219 Epoch 29 Batch 430/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.228 Epoch 29 Batch 431/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.866, Loss: 0.252 Epoch 29 Batch 432/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.865, Loss: 0.248 Epoch 29 Batch 433/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.865, Loss: 0.241 Epoch 29 Batch 434/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.860, Loss: 0.239 Epoch 29 Batch 435/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.860, Loss: 0.272 Epoch 29 Batch 436/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.860, Loss: 0.239 Epoch 29 Batch 437/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.860, Loss: 0.233 Epoch 29 Batch 438/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.860, Loss: 0.234 Epoch 29 Batch 439/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.860, Loss: 0.262 Epoch 29 Batch 440/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.859, Loss: 0.265 Epoch 29 Batch 441/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.859, Loss: 0.220 Epoch 29 Batch 442/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.859, Loss: 0.239 Epoch 29 Batch 443/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.862, Loss: 0.242 Epoch 29 Batch 444/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.231 Epoch 29 Batch 445/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.862, Loss: 0.238 Epoch 29 Batch 446/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.862, Loss: 0.194 Epoch 29 Batch 447/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.862, Loss: 0.243 Epoch 29 Batch 448/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.863, Loss: 0.280 Epoch 29 Batch 449/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.871, Loss: 0.259 Epoch 29 Batch 450/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.871, Loss: 0.222 Epoch 29 Batch 451/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.871, Loss: 0.227 Epoch 29 Batch 452/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.251 Epoch 29 Batch 453/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.872, Loss: 0.223 Epoch 29 Batch 454/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.235 Epoch 29 Batch 455/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.875, Loss: 0.231 Epoch 29 Batch 456/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.242 Epoch 29 Batch 457/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.212 Epoch 29 Batch 458/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.874, Loss: 0.244 Epoch 29 Batch 459/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.873, Loss: 0.227 Epoch 29 Batch 460/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.244 Epoch 29 Batch 461/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.875, Loss: 0.242 Epoch 29 Batch 462/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.881, Loss: 0.225 Epoch 29 Batch 463/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.884, Loss: 0.241 Epoch 29 Batch 464/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.876, Loss: 0.223 Epoch 29 Batch 465/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.868, Loss: 0.261 Epoch 29 Batch 466/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.868, Loss: 0.226 Epoch 29 Batch 467/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.868, Loss: 0.241 Epoch 29 Batch 468/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.867, Loss: 0.255 Epoch 29 Batch 469/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.863, Loss: 0.232 Epoch 29 Batch 470/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.864, Loss: 0.246 Epoch 29 Batch 471/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.864, Loss: 0.222 Epoch 29 Batch 472/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.863, Loss: 0.222 Epoch 29 Batch 473/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.259 Epoch 29 Batch 474/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.862, Loss: 0.264 Epoch 29 Batch 475/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.862, Loss: 0.224 Epoch 29 Batch 476/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.857, Loss: 0.231 Epoch 29 Batch 477/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.858, Loss: 0.226 Epoch 29 Batch 478/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.860, Loss: 0.242 Epoch 29 Batch 479/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.861, Loss: 0.262 Epoch 29 Batch 480/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.249 Epoch 29 Batch 481/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.865, Loss: 0.246 Epoch 29 Batch 482/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.865, Loss: 0.253 Epoch 29 Batch 483/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.258 Epoch 29 Batch 484/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.869, Loss: 0.269 Epoch 29 Batch 485/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.869, Loss: 0.273 Epoch 29 Batch 486/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.874, Loss: 0.232 Epoch 29 Batch 487/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.870, Loss: 0.247 Epoch 29 Batch 488/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.874, Loss: 0.242 Epoch 29 Batch 489/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.879, Loss: 0.239 Epoch 29 Batch 490/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.877, Loss: 0.244 Epoch 29 Batch 491/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.877, Loss: 0.270 Epoch 29 Batch 492/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.872, Loss: 0.261 Epoch 29 Batch 493/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.872, Loss: 0.231 Epoch 29 Batch 494/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.872, Loss: 0.240 Epoch 29 Batch 495/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.871, Loss: 0.234 Epoch 29 Batch 496/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.872, Loss: 0.265 Epoch 29 Batch 497/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.872, Loss: 0.271 Epoch 29 Batch 498/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.236 Epoch 29 Batch 499/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.877, Loss: 0.227 Epoch 29 Batch 500/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.869, Loss: 0.231 Epoch 29 Batch 501/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.864, Loss: 0.234 Epoch 29 Batch 502/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.864, Loss: 0.224 Epoch 29 Batch 503/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.864, Loss: 0.229 Epoch 29 Batch 504/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.868, Loss: 0.246 Epoch 29 Batch 505/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.867, Loss: 0.198 Epoch 29 Batch 506/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.867, Loss: 0.240 Epoch 29 Batch 507/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.863, Loss: 0.234 Epoch 29 Batch 508/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.864, Loss: 0.227 Epoch 29 Batch 509/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.865, Loss: 0.258 Epoch 29 Batch 510/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.865, Loss: 0.210 Epoch 29 Batch 511/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.865, Loss: 0.233 Epoch 29 Batch 512/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.864, Loss: 0.231 Epoch 29 Batch 513/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.861, Loss: 0.237 Epoch 29 Batch 514/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.861, Loss: 0.247 Epoch 29 Batch 515/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.864, Loss: 0.253 Epoch 29 Batch 516/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.866, Loss: 0.218 Epoch 29 Batch 517/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.866, Loss: 0.236 Epoch 29 Batch 518/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.866, Loss: 0.230 Epoch 29 Batch 519/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.232 Epoch 29 Batch 520/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.874, Loss: 0.229 Epoch 29 Batch 521/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.874, Loss: 0.239 Epoch 29 Batch 522/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.872, Loss: 0.267 Epoch 29 Batch 523/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.877, Loss: 0.247 Epoch 29 Batch 524/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.877, Loss: 0.241 Epoch 29 Batch 525/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.881, Loss: 0.262 Epoch 29 Batch 526/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.882, Loss: 0.246 Epoch 29 Batch 527/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.233 Epoch 29 Batch 528/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.886, Loss: 0.231 Epoch 29 Batch 529/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.882, Loss: 0.230 Epoch 29 Batch 530/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.881, Loss: 0.246 Epoch 29 Batch 531/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.228 Epoch 29 Batch 532/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.877, Loss: 0.269 Epoch 29 Batch 533/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.868, Loss: 0.274 Epoch 29 Batch 534/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.864, Loss: 0.233 Epoch 29 Batch 535/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.864, Loss: 0.236 Epoch 29 Batch 536/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.863, Loss: 0.230 Epoch 29 Batch 537/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.869, Loss: 0.237 Epoch 29 Batch 538/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.868, Loss: 0.223 Epoch 29 Batch 539/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.867, Loss: 0.260 Epoch 29 Batch 540/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.868, Loss: 0.241 Epoch 29 Batch 541/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.869, Loss: 0.235 Epoch 29 Batch 542/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.869, Loss: 0.237 Epoch 29 Batch 543/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.869, Loss: 0.257 Epoch 29 Batch 544/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.869, Loss: 0.222 Epoch 29 Batch 545/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.868, Loss: 0.267 Epoch 29 Batch 546/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.254 Epoch 29 Batch 547/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.870, Loss: 0.233 Epoch 29 Batch 548/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.264 Epoch 29 Batch 549/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.249 Epoch 29 Batch 550/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.869, Loss: 0.253 Epoch 29 Batch 551/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.875, Loss: 0.253 Epoch 29 Batch 552/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.874, Loss: 0.237 Epoch 29 Batch 553/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.874, Loss: 0.261 Epoch 29 Batch 554/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.874, Loss: 0.238 Epoch 29 Batch 555/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.874, Loss: 0.251 Epoch 29 Batch 556/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.226 Epoch 29 Batch 557/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.874, Loss: 0.237 Epoch 29 Batch 558/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.871, Loss: 0.225 Epoch 29 Batch 559/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.876, Loss: 0.222 Epoch 29 Batch 560/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.876, Loss: 0.227 Epoch 29 Batch 561/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.223 Epoch 29 Batch 562/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.873, Loss: 0.217 Epoch 29 Batch 563/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.872, Loss: 0.255 Epoch 29 Batch 564/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.873, Loss: 0.279 Epoch 29 Batch 565/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.254 Epoch 29 Batch 566/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.873, Loss: 0.255 Epoch 29 Batch 567/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.872, Loss: 0.240 Epoch 29 Batch 568/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.248 Epoch 29 Batch 569/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.874, Loss: 0.251 Epoch 29 Batch 570/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.874, Loss: 0.267 Epoch 29 Batch 571/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.876, Loss: 0.226 Epoch 29 Batch 572/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.866, Loss: 0.220 Epoch 29 Batch 573/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.877, Loss: 0.264 Epoch 29 Batch 574/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.877, Loss: 0.250 Epoch 29 Batch 575/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.877, Loss: 0.241 Epoch 29 Batch 576/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.878, Loss: 0.251 Epoch 29 Batch 577/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.878, Loss: 0.264 Epoch 29 Batch 578/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.872, Loss: 0.259 Epoch 29 Batch 579/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.873, Loss: 0.237 Epoch 29 Batch 580/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.874, Loss: 0.223 Epoch 29 Batch 581/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.874, Loss: 0.220 Epoch 29 Batch 582/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.874, Loss: 0.240 Epoch 29 Batch 583/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.269 Epoch 29 Batch 584/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.874, Loss: 0.229 Epoch 29 Batch 585/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.207 Epoch 29 Batch 586/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.238 Epoch 29 Batch 587/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.881, Loss: 0.239 Epoch 29 Batch 588/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.881, Loss: 0.226 Epoch 29 Batch 589/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.873, Loss: 0.226 Epoch 29 Batch 590/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.890, Loss: 0.240 Epoch 29 Batch 591/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.891, Loss: 0.228 Epoch 29 Batch 592/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.284 Epoch 29 Batch 593/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.878, Loss: 0.239 Epoch 29 Batch 594/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.872, Loss: 0.253 Epoch 29 Batch 595/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.873, Loss: 0.239 Epoch 29 Batch 596/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.870, Loss: 0.252 Epoch 29 Batch 597/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.870, Loss: 0.249 Epoch 29 Batch 598/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.864, Loss: 0.222 Epoch 29 Batch 599/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.860, Loss: 0.288 Epoch 29 Batch 600/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.861, Loss: 0.225 Epoch 29 Batch 601/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.870, Loss: 0.230 Epoch 29 Batch 602/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.869, Loss: 0.246 Epoch 29 Batch 603/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.869, Loss: 0.245 Epoch 29 Batch 604/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.869, Loss: 0.251 Epoch 29 Batch 605/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.872, Loss: 0.279 Epoch 29 Batch 606/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.872, Loss: 0.226 Epoch 29 Batch 607/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.871, Loss: 0.248 Epoch 29 Batch 608/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.870, Loss: 0.270 Epoch 29 Batch 609/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.871, Loss: 0.260 Epoch 29 Batch 610/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.872, Loss: 0.245 Epoch 29 Batch 611/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.874, Loss: 0.258 Epoch 29 Batch 612/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.870, Loss: 0.221 Epoch 29 Batch 613/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.884, Loss: 0.259 Epoch 29 Batch 614/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.886, Loss: 0.235 Epoch 29 Batch 615/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.879, Loss: 0.249 Epoch 29 Batch 616/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.874, Loss: 0.249 Epoch 29 Batch 617/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.871, Loss: 0.219 Epoch 29 Batch 618/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.871, Loss: 0.251 Epoch 29 Batch 619/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.867, Loss: 0.234 Epoch 29 Batch 620/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.233 Epoch 29 Batch 621/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.863, Loss: 0.239 Epoch 29 Batch 622/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.258 Epoch 29 Batch 623/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.870, Loss: 0.254 Epoch 29 Batch 624/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.869, Loss: 0.239 Epoch 29 Batch 625/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.869, Loss: 0.247 Epoch 29 Batch 626/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.874, Loss: 0.219 Epoch 29 Batch 627/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.874, Loss: 0.236 Epoch 29 Batch 628/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.879, Loss: 0.267 Epoch 29 Batch 629/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.879, Loss: 0.247 Epoch 29 Batch 630/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.882, Loss: 0.239 Epoch 29 Batch 631/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.882, Loss: 0.243 Epoch 29 Batch 632/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.879, Loss: 0.239 Epoch 29 Batch 633/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.875, Loss: 0.242 Epoch 29 Batch 634/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.875, Loss: 0.213 Epoch 29 Batch 635/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.873, Loss: 0.264 Epoch 29 Batch 636/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.873, Loss: 0.233 Epoch 29 Batch 637/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.869, Loss: 0.259 Epoch 29 Batch 638/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.869, Loss: 0.243 Epoch 29 Batch 639/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.251 Epoch 29 Batch 640/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.881, Loss: 0.219 Epoch 29 Batch 641/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.233 Epoch 29 Batch 642/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.881, Loss: 0.247 Epoch 29 Batch 643/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.876, Loss: 0.209 Epoch 29 Batch 644/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.871, Loss: 0.226 Epoch 29 Batch 645/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.871, Loss: 0.229 Epoch 29 Batch 646/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.872, Loss: 0.236 Epoch 29 Batch 647/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.877, Loss: 0.240 Epoch 29 Batch 648/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.877, Loss: 0.230 Epoch 29 Batch 649/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.869, Loss: 0.245 Epoch 29 Batch 650/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.874, Loss: 0.222 Epoch 29 Batch 651/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.872, Loss: 0.236 Epoch 29 Batch 652/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.873, Loss: 0.263 Epoch 29 Batch 653/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.254 Epoch 29 Batch 654/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.880, Loss: 0.222 Epoch 29 Batch 655/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.880, Loss: 0.268 Epoch 29 Batch 656/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.876, Loss: 0.241 Epoch 29 Batch 657/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.875, Loss: 0.267 Epoch 29 Batch 658/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.876, Loss: 0.231 Epoch 29 Batch 659/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.877, Loss: 0.244 Epoch 29 Batch 660/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.878, Loss: 0.259 Epoch 29 Batch 661/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.877, Loss: 0.222 Epoch 29 Batch 662/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.876, Loss: 0.218 Epoch 29 Batch 663/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.876, Loss: 0.223 Epoch 29 Batch 664/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.876, Loss: 0.239 Epoch 29 Batch 665/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.877, Loss: 0.226 Epoch 29 Batch 666/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.877, Loss: 0.246 Epoch 29 Batch 667/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.878, Loss: 0.263 Epoch 29 Batch 668/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.878, Loss: 0.227 Epoch 29 Batch 669/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.878, Loss: 0.237 Epoch 29 Batch 670/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.879, Loss: 0.240 Epoch 29 Batch 671/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.879, Loss: 0.266 Epoch 29 Batch 672/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.879, Loss: 0.234 Epoch 29 Batch 673/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.882, Loss: 0.228 Epoch 29 Batch 674/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.885, Loss: 0.242 Epoch 29 Batch 675/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.886, Loss: 0.249 Epoch 29 Batch 676/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.881, Loss: 0.236 Epoch 29 Batch 677/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.879, Loss: 0.271 Epoch 29 Batch 678/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.216 Epoch 29 Batch 679/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.875, Loss: 0.273 Epoch 29 Batch 680/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.228 Epoch 29 Batch 681/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.878, Loss: 0.255 Epoch 29 Batch 682/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.889, Loss: 0.263 Epoch 29 Batch 683/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.889, Loss: 0.234 Epoch 29 Batch 684/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.243 Epoch 29 Batch 685/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.885, Loss: 0.277 Epoch 29 Batch 686/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.885, Loss: 0.243 Epoch 29 Batch 687/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.884, Loss: 0.260 Epoch 29 Batch 688/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.884, Loss: 0.239 Epoch 29 Batch 689/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.888, Loss: 0.218 Epoch 29 Batch 690/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.879, Loss: 0.240 Epoch 29 Batch 691/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.877, Loss: 0.269 Epoch 29 Batch 692/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.873, Loss: 0.219 Epoch 29 Batch 693/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.869, Loss: 0.286 Epoch 29 Batch 694/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.867, Loss: 0.234 Epoch 29 Batch 695/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.866, Loss: 0.227 Epoch 29 Batch 696/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.264 Epoch 29 Batch 697/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.866, Loss: 0.219 Epoch 29 Batch 698/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.865, Loss: 0.237 Epoch 29 Batch 699/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.867, Loss: 0.228 Epoch 29 Batch 700/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.871, Loss: 0.217 Epoch 29 Batch 701/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.247 Epoch 29 Batch 702/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.871, Loss: 0.267 Epoch 29 Batch 703/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.869, Loss: 0.254 Epoch 29 Batch 704/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.869, Loss: 0.262 Epoch 29 Batch 705/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.869, Loss: 0.257 Epoch 29 Batch 706/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.879, Loss: 0.267 Epoch 29 Batch 707/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.880, Loss: 0.228 Epoch 29 Batch 708/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.883, Loss: 0.240 Epoch 29 Batch 709/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.886, Loss: 0.254 Epoch 29 Batch 710/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.220 Epoch 29 Batch 711/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.887, Loss: 0.285 Epoch 29 Batch 712/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.884, Loss: 0.258 Epoch 29 Batch 713/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.884, Loss: 0.237 Epoch 29 Batch 714/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.228 Epoch 29 Batch 715/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.879, Loss: 0.275 Epoch 29 Batch 716/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.874, Loss: 0.203 Epoch 29 Batch 717/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.869, Loss: 0.223 Epoch 29 Batch 718/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.869, Loss: 0.237 Epoch 29 Batch 719/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.864, Loss: 0.220 Epoch 29 Batch 720/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.860, Loss: 0.273 Epoch 29 Batch 721/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.865, Loss: 0.248 Epoch 29 Batch 722/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.863, Loss: 0.233 Epoch 29 Batch 723/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.867, Loss: 0.241 Epoch 29 Batch 724/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.261 Epoch 29 Batch 725/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.876, Loss: 0.218 Epoch 29 Batch 726/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.880, Loss: 0.236 Epoch 29 Batch 727/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.878, Loss: 0.229 Epoch 29 Batch 728/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.876, Loss: 0.236 Epoch 29 Batch 729/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.265 Epoch 29 Batch 730/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.865, Loss: 0.258 Epoch 29 Batch 731/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.866, Loss: 0.259 Epoch 29 Batch 732/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.869, Loss: 0.269 Epoch 29 Batch 733/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.869, Loss: 0.234 Epoch 29 Batch 734/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.862, Loss: 0.255 Epoch 29 Batch 735/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.862, Loss: 0.226 Epoch 29 Batch 736/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.862, Loss: 0.229 Epoch 29 Batch 737/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.867, Loss: 0.274 Epoch 29 Batch 738/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.215 Epoch 29 Batch 739/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.873, Loss: 0.229 Epoch 29 Batch 740/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.874, Loss: 0.235 Epoch 29 Batch 741/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.878, Loss: 0.268 Epoch 29 Batch 742/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.876, Loss: 0.238 Epoch 29 Batch 743/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.876, Loss: 0.237 Epoch 29 Batch 744/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.876, Loss: 0.227 Epoch 29 Batch 745/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.870, Loss: 0.250 Epoch 29 Batch 746/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.870, Loss: 0.239 Epoch 29 Batch 747/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.869, Loss: 0.220 Epoch 29 Batch 748/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.872, Loss: 0.219 Epoch 29 Batch 749/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.873, Loss: 0.247 Epoch 29 Batch 750/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.873, Loss: 0.254 Epoch 29 Batch 751/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.872, Loss: 0.241 Epoch 29 Batch 752/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.873, Loss: 0.223 Epoch 29 Batch 753/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.874, Loss: 0.236 Epoch 29 Batch 754/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.879, Loss: 0.267 Epoch 29 Batch 755/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.875, Loss: 0.244 Epoch 29 Batch 756/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.871, Loss: 0.243 Epoch 29 Batch 757/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.878, Loss: 0.241 Epoch 29 Batch 758/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.878, Loss: 0.209 Epoch 29 Batch 759/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.874, Loss: 0.208 Epoch 29 Batch 760/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.870, Loss: 0.222 Epoch 29 Batch 761/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.870, Loss: 0.258 Epoch 29 Batch 762/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.866, Loss: 0.207 Epoch 29 Batch 763/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.866, Loss: 0.223 Epoch 29 Batch 764/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.870, Loss: 0.233 Epoch 29 Batch 765/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.871, Loss: 0.226 Epoch 29 Batch 766/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.870, Loss: 0.265 Epoch 29 Batch 767/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.870, Loss: 0.239 Epoch 29 Batch 768/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.870, Loss: 0.240 Epoch 29 Batch 769/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.863, Loss: 0.236 Epoch 29 Batch 770/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.867, Loss: 0.238 Epoch 29 Batch 771/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.869, Loss: 0.257 Epoch 29 Batch 772/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.870, Loss: 0.249 Epoch 29 Batch 773/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.874, Loss: 0.217 Epoch 29 Batch 774/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.876, Loss: 0.273 Epoch 29 Batch 775/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.246 Epoch 29 Batch 776/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.873, Loss: 0.235 Epoch 29 Batch 777/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.871, Loss: 0.250 Epoch 29 Batch 778/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.870, Loss: 0.236 Epoch 29 Batch 779/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.865, Loss: 0.260 Epoch 29 Batch 780/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.871, Loss: 0.264 Epoch 29 Batch 781/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.870, Loss: 0.210 Epoch 29 Batch 782/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.869, Loss: 0.240 Epoch 29 Batch 783/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.869, Loss: 0.262 Epoch 29 Batch 784/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.863, Loss: 0.227 Epoch 29 Batch 785/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.864, Loss: 0.221 Epoch 29 Batch 786/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.236 Epoch 29 Batch 787/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.866, Loss: 0.223 Epoch 29 Batch 788/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.871, Loss: 0.222 Epoch 29 Batch 789/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.872, Loss: 0.241 Epoch 29 Batch 790/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.878, Loss: 0.265 Epoch 29 Batch 791/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.888, Loss: 0.236 Epoch 29 Batch 792/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.247 Epoch 29 Batch 793/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.249 Epoch 29 Batch 794/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.891, Loss: 0.234 Epoch 29 Batch 795/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.886, Loss: 0.273 Epoch 29 Batch 796/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.222 Epoch 29 Batch 797/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.889, Loss: 0.238 Epoch 29 Batch 798/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.885, Loss: 0.253 Epoch 29 Batch 799/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.885, Loss: 0.285 Epoch 29 Batch 800/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.881, Loss: 0.234 Epoch 29 Batch 801/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.881, Loss: 0.263 Epoch 29 Batch 802/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.879, Loss: 0.239 Epoch 29 Batch 803/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.870, Loss: 0.251 Epoch 29 Batch 804/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.870, Loss: 0.232 Epoch 29 Batch 805/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.870, Loss: 0.254 Epoch 29 Batch 806/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.868, Loss: 0.227 Epoch 29 Batch 807/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.868, Loss: 0.231 Epoch 29 Batch 808/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.881, Loss: 0.260 Epoch 29 Batch 809/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.882, Loss: 0.266 Epoch 29 Batch 810/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.226 Epoch 29 Batch 811/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.877, Loss: 0.223 Epoch 29 Batch 812/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.877, Loss: 0.255 Epoch 29 Batch 813/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.873, Loss: 0.243 Epoch 29 Batch 814/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.874, Loss: 0.261 Epoch 29 Batch 815/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.873, Loss: 0.234 Epoch 29 Batch 816/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.872, Loss: 0.242 Epoch 29 Batch 817/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.869, Loss: 0.253 Epoch 29 Batch 818/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.873, Loss: 0.256 Epoch 29 Batch 819/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.244 Epoch 29 Batch 820/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.873, Loss: 0.265 Epoch 29 Batch 821/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.868, Loss: 0.235 Epoch 29 Batch 822/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.869, Loss: 0.244 Epoch 29 Batch 823/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.869, Loss: 0.238 Epoch 29 Batch 824/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.870, Loss: 0.233 Epoch 29 Batch 825/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.874, Loss: 0.231 Epoch 29 Batch 826/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.869, Loss: 0.221 Epoch 29 Batch 827/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.877, Loss: 0.249 Epoch 29 Batch 828/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.219 Epoch 29 Batch 829/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.876, Loss: 0.267 Epoch 29 Batch 830/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.877, Loss: 0.237 Epoch 29 Batch 831/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.881, Loss: 0.247 Epoch 29 Batch 832/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.877, Loss: 0.240 Epoch 29 Batch 833/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.881, Loss: 0.251 Epoch 29 Batch 834/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.250 Epoch 29 Batch 835/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.881, Loss: 0.262 Epoch 29 Batch 836/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.881, Loss: 0.239 Epoch 29 Batch 837/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.887, Loss: 0.279 Epoch 29 Batch 838/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.887, Loss: 0.225 Epoch 29 Batch 839/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.230 Epoch 29 Batch 840/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.879, Loss: 0.243 Epoch 29 Batch 841/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.879, Loss: 0.236 Epoch 29 Batch 842/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.241 Epoch 29 Batch 843/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.881, Loss: 0.229 Epoch 29 Batch 844/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.244 Epoch 29 Batch 845/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.879, Loss: 0.231 Epoch 29 Batch 846/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.879, Loss: 0.266 Epoch 29 Batch 847/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.879, Loss: 0.270 Epoch 29 Batch 848/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.874, Loss: 0.239 Epoch 29 Batch 849/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.879, Loss: 0.223 Epoch 29 Batch 850/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.874, Loss: 0.269 Epoch 29 Batch 851/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.873, Loss: 0.268 Epoch 29 Batch 852/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.875, Loss: 0.260 Epoch 29 Batch 853/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.875, Loss: 0.220 Epoch 29 Batch 854/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.871, Loss: 0.265 Epoch 29 Batch 855/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.877, Loss: 0.236 Epoch 29 Batch 856/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.876, Loss: 0.244 Epoch 29 Batch 857/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.868, Loss: 0.215 Epoch 29 Batch 858/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.862, Loss: 0.236 Epoch 29 Batch 859/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.261 Epoch 29 Batch 860/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.875, Loss: 0.249 Epoch 29 Batch 861/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.877, Loss: 0.249 Epoch 29 Batch 862/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.872, Loss: 0.238 Epoch 29 Batch 863/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.881, Loss: 0.224 Epoch 29 Batch 864/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.878, Loss: 0.220 Epoch 29 Batch 865/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.882, Loss: 0.246 Epoch 29 Batch 866/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.882, Loss: 0.245 Epoch 29 Batch 867/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.877, Loss: 0.281 Epoch 29 Batch 868/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.879, Loss: 0.251 Epoch 29 Batch 869/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.886, Loss: 0.257 Epoch 29 Batch 870/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.887, Loss: 0.260 Epoch 29 Batch 871/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.892, Loss: 0.239 Epoch 29 Batch 872/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.889, Loss: 0.214 Epoch 29 Batch 873/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.893, Loss: 0.248 Epoch 29 Batch 874/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.896, Loss: 0.257 Epoch 29 Batch 875/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.892, Loss: 0.233 Epoch 29 Batch 876/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.239 Epoch 29 Batch 877/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.242 Epoch 29 Batch 878/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.233 Epoch 29 Batch 879/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.893, Loss: 0.218 Epoch 29 Batch 880/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.248 Epoch 29 Batch 881/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.240 Epoch 29 Batch 882/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.254 Epoch 29 Batch 883/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.268 Epoch 29 Batch 884/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.890, Loss: 0.220 Epoch 29 Batch 885/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.890, Loss: 0.203 Epoch 29 Batch 886/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.890, Loss: 0.270 Epoch 29 Batch 887/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.891, Loss: 0.262 Epoch 29 Batch 888/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.222 Epoch 29 Batch 889/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.237 Epoch 29 Batch 890/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.886, Loss: 0.220 Epoch 29 Batch 891/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.890, Loss: 0.252 Epoch 29 Batch 892/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.891, Loss: 0.219 Epoch 29 Batch 893/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.891, Loss: 0.249 Epoch 29 Batch 894/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.230 Epoch 29 Batch 895/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.879, Loss: 0.246 Epoch 29 Batch 896/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.878, Loss: 0.270 Epoch 29 Batch 897/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.876, Loss: 0.227 Epoch 29 Batch 898/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.227 Epoch 29 Batch 899/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.882, Loss: 0.233 Epoch 29 Batch 900/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.881, Loss: 0.278 Epoch 29 Batch 901/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.882, Loss: 0.263 Epoch 29 Batch 902/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.882, Loss: 0.249 Epoch 29 Batch 903/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.882, Loss: 0.235 Epoch 29 Batch 904/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.881, Loss: 0.249 Epoch 29 Batch 905/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.881, Loss: 0.226 Epoch 29 Batch 906/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.881, Loss: 0.224 Epoch 29 Batch 907/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.877, Loss: 0.240 Epoch 29 Batch 908/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.879, Loss: 0.250 Epoch 29 Batch 909/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.877, Loss: 0.227 Epoch 29 Batch 910/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.877, Loss: 0.206 Epoch 29 Batch 911/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.873, Loss: 0.221 Epoch 29 Batch 912/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.869, Loss: 0.243 Epoch 29 Batch 913/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.866, Loss: 0.271 Epoch 29 Batch 914/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.870, Loss: 0.252 Epoch 29 Batch 915/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.871, Loss: 0.268 Epoch 29 Batch 916/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.238 Epoch 29 Batch 917/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.871, Loss: 0.246 Epoch 29 Batch 918/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.876, Loss: 0.225 Epoch 29 Batch 919/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.877, Loss: 0.215 Epoch 29 Batch 920/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.880, Loss: 0.250 Epoch 29 Batch 921/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.876, Loss: 0.239 Epoch 29 Batch 922/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.884, Loss: 0.238 Epoch 29 Batch 923/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.885, Loss: 0.247 Epoch 29 Batch 924/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.886, Loss: 0.293 Epoch 29 Batch 925/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.234 Epoch 29 Batch 926/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.886, Loss: 0.246 Epoch 29 Batch 927/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.890, Loss: 0.240 Epoch 29 Batch 928/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.242 Epoch 29 Batch 929/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.236 Epoch 29 Batch 930/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.225 Epoch 29 Batch 931/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.246 Epoch 29 Batch 932/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.212 Epoch 29 Batch 933/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.263 Epoch 29 Batch 934/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.898, Loss: 0.244 Epoch 29 Batch 935/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.256 Epoch 29 Batch 936/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.897, Loss: 0.244 Epoch 29 Batch 937/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.261 Epoch 29 Batch 938/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.885, Loss: 0.264 Epoch 29 Batch 939/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.887, Loss: 0.262 Epoch 29 Batch 940/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.238 Epoch 29 Batch 941/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.213 Epoch 29 Batch 942/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.256 Epoch 29 Batch 943/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.241 Epoch 29 Batch 944/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.885, Loss: 0.218 Epoch 29 Batch 945/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.231 Epoch 29 Batch 946/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.885, Loss: 0.228 Epoch 29 Batch 947/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.887, Loss: 0.268 Epoch 29 Batch 948/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.890, Loss: 0.254 Epoch 29 Batch 949/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.208 Epoch 29 Batch 950/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.231 Epoch 29 Batch 951/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.890, Loss: 0.258 Epoch 29 Batch 952/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.222 Epoch 29 Batch 953/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.890, Loss: 0.231 Epoch 29 Batch 954/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.255 Epoch 29 Batch 955/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.252 Epoch 29 Batch 956/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.250 Epoch 29 Batch 957/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.895, Loss: 0.236 Epoch 29 Batch 958/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.896, Loss: 0.250 Epoch 29 Batch 959/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.235 Epoch 29 Batch 960/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.227 Epoch 29 Batch 961/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.896, Loss: 0.279 Epoch 29 Batch 962/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.892, Loss: 0.243 Epoch 29 Batch 963/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.274 Epoch 29 Batch 964/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.888, Loss: 0.218 Epoch 29 Batch 965/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.253 Epoch 29 Batch 966/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.208 Epoch 29 Batch 967/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.238 Epoch 29 Batch 968/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.892, Loss: 0.279 Epoch 29 Batch 969/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.268 Epoch 29 Batch 970/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.880, Loss: 0.262 Epoch 29 Batch 971/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.880, Loss: 0.231 Epoch 29 Batch 972/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.876, Loss: 0.236 Epoch 29 Batch 973/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.878, Loss: 0.220 Epoch 29 Batch 974/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.885, Loss: 0.229 Epoch 29 Batch 975/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.235 Epoch 29 Batch 976/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.226 Epoch 29 Batch 977/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.224 Epoch 29 Batch 978/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.264 Epoch 29 Batch 979/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.880, Loss: 0.237 Epoch 29 Batch 980/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.888, Loss: 0.247 Epoch 29 Batch 981/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.892, Loss: 0.249 Epoch 29 Batch 982/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.887, Loss: 0.238 Epoch 29 Batch 983/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.887, Loss: 0.226 Epoch 29 Batch 984/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.880, Loss: 0.261 Epoch 29 Batch 985/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.880, Loss: 0.218 Epoch 29 Batch 986/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.880, Loss: 0.250 Epoch 29 Batch 987/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.876, Loss: 0.238 Epoch 29 Batch 988/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.876, Loss: 0.250 Epoch 29 Batch 989/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.876, Loss: 0.249 Epoch 29 Batch 990/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.880, Loss: 0.241 Epoch 29 Batch 991/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.885, Loss: 0.247 Epoch 29 Batch 992/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.884, Loss: 0.248 Epoch 29 Batch 993/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.210 Epoch 29 Batch 994/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.887, Loss: 0.228 Epoch 29 Batch 995/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.238 Epoch 29 Batch 996/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.884, Loss: 0.220 Epoch 29 Batch 997/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.882, Loss: 0.260 Epoch 29 Batch 998/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.215 Epoch 29 Batch 999/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.243 Epoch 29 Batch 1000/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.229 Epoch 29 Batch 1001/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.887, Loss: 0.223 Epoch 29 Batch 1002/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.215 Epoch 29 Batch 1003/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.232 Epoch 29 Batch 1004/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.246 Epoch 29 Batch 1005/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.887, Loss: 0.244 Epoch 29 Batch 1006/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.221 Epoch 29 Batch 1007/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.214 Epoch 29 Batch 1008/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.883, Loss: 0.269 Epoch 29 Batch 1009/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.883, Loss: 0.232 Epoch 29 Batch 1010/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.889, Loss: 0.225 Epoch 29 Batch 1011/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.888, Loss: 0.257 Epoch 29 Batch 1012/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.226 Epoch 29 Batch 1013/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.223 Epoch 29 Batch 1014/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.882, Loss: 0.242 Epoch 29 Batch 1015/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.885, Loss: 0.281 Epoch 29 Batch 1016/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.886, Loss: 0.255 Epoch 29 Batch 1017/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.883, Loss: 0.231 Epoch 29 Batch 1018/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.883, Loss: 0.232 Epoch 29 Batch 1019/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.883, Loss: 0.258 Epoch 29 Batch 1020/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.883, Loss: 0.234 Epoch 29 Batch 1021/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.883, Loss: 0.235 Epoch 29 Batch 1022/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.882, Loss: 0.222 Epoch 29 Batch 1023/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.884, Loss: 0.209 Epoch 29 Batch 1024/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.884, Loss: 0.260 Epoch 29 Batch 1025/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.884, Loss: 0.239 Epoch 29 Batch 1026/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.885, Loss: 0.230 Epoch 29 Batch 1027/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.885, Loss: 0.255 Epoch 29 Batch 1028/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.895, Loss: 0.244 Epoch 29 Batch 1029/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.895, Loss: 0.238 Epoch 29 Batch 1030/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.250 Epoch 29 Batch 1031/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.274 Epoch 29 Batch 1032/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.876, Loss: 0.265 Epoch 29 Batch 1033/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.875, Loss: 0.237 Epoch 29 Batch 1034/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.880, Loss: 0.232 Epoch 29 Batch 1035/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.870, Loss: 0.210 Epoch 29 Batch 1036/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.863, Loss: 0.257 Epoch 29 Batch 1037/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.869, Loss: 0.249 Epoch 29 Batch 1038/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.869, Loss: 0.252 Epoch 29 Batch 1039/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.865, Loss: 0.236 Epoch 29 Batch 1040/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.865, Loss: 0.256 Epoch 29 Batch 1041/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.865, Loss: 0.254 Epoch 29 Batch 1042/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.870, Loss: 0.244 Epoch 29 Batch 1043/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.866, Loss: 0.255 Epoch 29 Batch 1044/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.878, Loss: 0.245 Epoch 29 Batch 1045/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.239 Epoch 29 Batch 1046/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.884, Loss: 0.207 Epoch 29 Batch 1047/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.880, Loss: 0.225 Epoch 29 Batch 1048/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.884, Loss: 0.239 Epoch 29 Batch 1049/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.884, Loss: 0.251 Epoch 29 Batch 1050/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.880, Loss: 0.245 Epoch 29 Batch 1051/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.879, Loss: 0.241 Epoch 29 Batch 1052/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.228 Epoch 29 Batch 1053/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.887, Loss: 0.247 Epoch 29 Batch 1054/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.224 Epoch 29 Batch 1055/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.885, Loss: 0.239 Epoch 29 Batch 1056/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.881, Loss: 0.235 Epoch 29 Batch 1057/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.877, Loss: 0.279 Epoch 29 Batch 1058/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.877, Loss: 0.287 Epoch 29 Batch 1059/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.882, Loss: 0.261 Epoch 29 Batch 1060/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.881, Loss: 0.220 Epoch 29 Batch 1061/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.877, Loss: 0.273 Epoch 29 Batch 1062/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.881, Loss: 0.249 Epoch 29 Batch 1063/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.881, Loss: 0.252 Epoch 29 Batch 1064/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.878, Loss: 0.251 Epoch 29 Batch 1065/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.879, Loss: 0.231 Epoch 29 Batch 1066/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.877, Loss: 0.223 Epoch 29 Batch 1067/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.882, Loss: 0.260 Epoch 29 Batch 1068/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.880, Loss: 0.221 Epoch 29 Batch 1069/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.881, Loss: 0.211 Epoch 29 Batch 1070/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.881, Loss: 0.224 Epoch 29 Batch 1071/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.881, Loss: 0.229 Epoch 29 Batch 1072/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.881, Loss: 0.237 Epoch 29 Batch 1073/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.879, Loss: 0.259 Epoch 29 Batch 1074/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.875, Loss: 0.251 Epoch 29 Batch 1075/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.882, Loss: 0.275 Epoch 30 Batch 0/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.880, Loss: 0.213 Epoch 30 Batch 1/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.222 Epoch 30 Batch 2/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.884, Loss: 0.250 Epoch 30 Batch 3/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.889, Loss: 0.230 Epoch 30 Batch 4/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.884, Loss: 0.253 Epoch 30 Batch 5/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.274 Epoch 30 Batch 6/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.245 Epoch 30 Batch 7/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.218 Epoch 30 Batch 8/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.884, Loss: 0.227 Epoch 30 Batch 9/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.245 Epoch 30 Batch 10/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.243 Epoch 30 Batch 11/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.876, Loss: 0.253 Epoch 30 Batch 12/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.877, Loss: 0.248 Epoch 30 Batch 13/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.881, Loss: 0.270 Epoch 30 Batch 14/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.876, Loss: 0.204 Epoch 30 Batch 15/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.877, Loss: 0.217 Epoch 30 Batch 16/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.878, Loss: 0.243 Epoch 30 Batch 17/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.882, Loss: 0.227 Epoch 30 Batch 18/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.885, Loss: 0.240 Epoch 30 Batch 19/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.883, Loss: 0.240 Epoch 30 Batch 20/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.219 Epoch 30 Batch 21/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.264 Epoch 30 Batch 22/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.882, Loss: 0.236 Epoch 30 Batch 23/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.871, Loss: 0.237 Epoch 30 Batch 24/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.869, Loss: 0.235 Epoch 30 Batch 25/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.869, Loss: 0.229 Epoch 30 Batch 26/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.869, Loss: 0.260 Epoch 30 Batch 27/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.874, Loss: 0.235 Epoch 30 Batch 28/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.865, Loss: 0.229 Epoch 30 Batch 29/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.865, Loss: 0.227 Epoch 30 Batch 30/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.865, Loss: 0.237 Epoch 30 Batch 31/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.870, Loss: 0.239 Epoch 30 Batch 32/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.870, Loss: 0.224 Epoch 30 Batch 33/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.870, Loss: 0.215 Epoch 30 Batch 34/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.872, Loss: 0.257 Epoch 30 Batch 35/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.876, Loss: 0.242 Epoch 30 Batch 36/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.231 Epoch 30 Batch 37/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.888, Loss: 0.239 Epoch 30 Batch 38/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.884, Loss: 0.268 Epoch 30 Batch 39/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.286 Epoch 30 Batch 40/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.249 Epoch 30 Batch 41/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.886, Loss: 0.238 Epoch 30 Batch 42/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.879, Loss: 0.246 Epoch 30 Batch 43/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.877, Loss: 0.218 Epoch 30 Batch 44/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.877, Loss: 0.230 Epoch 30 Batch 45/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.879, Loss: 0.264 Epoch 30 Batch 46/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.879, Loss: 0.260 Epoch 30 Batch 47/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.879, Loss: 0.255 Epoch 30 Batch 48/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.883, Loss: 0.286 Epoch 30 Batch 49/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.879, Loss: 0.249 Epoch 30 Batch 50/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.886, Loss: 0.250 Epoch 30 Batch 51/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.236 Epoch 30 Batch 52/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.876, Loss: 0.232 Epoch 30 Batch 53/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.874, Loss: 0.246 Epoch 30 Batch 54/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.879, Loss: 0.273 Epoch 30 Batch 55/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.879, Loss: 0.209 Epoch 30 Batch 56/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.879, Loss: 0.215 Epoch 30 Batch 57/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.219 Epoch 30 Batch 58/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.873, Loss: 0.221 Epoch 30 Batch 59/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.872, Loss: 0.242 Epoch 30 Batch 60/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.872, Loss: 0.224 Epoch 30 Batch 61/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.872, Loss: 0.249 Epoch 30 Batch 62/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.871, Loss: 0.243 Epoch 30 Batch 63/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.867, Loss: 0.208 Epoch 30 Batch 64/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.867, Loss: 0.233 Epoch 30 Batch 65/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.867, Loss: 0.246 Epoch 30 Batch 66/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.867, Loss: 0.209 Epoch 30 Batch 67/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.240 Epoch 30 Batch 68/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.869, Loss: 0.254 Epoch 30 Batch 69/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.868, Loss: 0.254 Epoch 30 Batch 70/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.869, Loss: 0.244 Epoch 30 Batch 71/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.868, Loss: 0.232 Epoch 30 Batch 72/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.874, Loss: 0.236 Epoch 30 Batch 73/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.879, Loss: 0.234 Epoch 30 Batch 74/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.880, Loss: 0.211 Epoch 30 Batch 75/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.879, Loss: 0.274 Epoch 30 Batch 76/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.891, Loss: 0.198 Epoch 30 Batch 77/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.891, Loss: 0.244 Epoch 30 Batch 78/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.887, Loss: 0.260 Epoch 30 Batch 79/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.888, Loss: 0.238 Epoch 30 Batch 80/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.244 Epoch 30 Batch 81/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.226 Epoch 30 Batch 82/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.891, Loss: 0.206 Epoch 30 Batch 83/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.243 Epoch 30 Batch 84/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.237 Epoch 30 Batch 85/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.894, Loss: 0.213 Epoch 30 Batch 86/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.225 Epoch 30 Batch 87/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.900, Loss: 0.276 Epoch 30 Batch 88/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.900, Loss: 0.269 Epoch 30 Batch 89/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.895, Loss: 0.242 Epoch 30 Batch 90/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.256 Epoch 30 Batch 91/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.891, Loss: 0.220 Epoch 30 Batch 92/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.254 Epoch 30 Batch 93/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.240 Epoch 30 Batch 94/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.220 Epoch 30 Batch 95/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.260 Epoch 30 Batch 96/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.886, Loss: 0.236 Epoch 30 Batch 97/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.258 Epoch 30 Batch 98/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.895, Loss: 0.242 Epoch 30 Batch 99/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.250 Epoch 30 Batch 100/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.892, Loss: 0.219 Epoch 30 Batch 101/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.888, Loss: 0.254 Epoch 30 Batch 102/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.231 Epoch 30 Batch 103/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.897, Loss: 0.278 Epoch 30 Batch 104/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.244 Epoch 30 Batch 105/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.255 Epoch 30 Batch 106/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.894, Loss: 0.288 Epoch 30 Batch 107/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.894, Loss: 0.238 Epoch 30 Batch 108/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.900, Loss: 0.230 Epoch 30 Batch 109/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.891, Loss: 0.232 Epoch 30 Batch 110/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.219 Epoch 30 Batch 111/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.229 Epoch 30 Batch 112/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.897, Loss: 0.218 Epoch 30 Batch 113/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.897, Loss: 0.255 Epoch 30 Batch 114/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.216 Epoch 30 Batch 115/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.264 Epoch 30 Batch 116/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.895, Loss: 0.262 Epoch 30 Batch 117/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.892, Loss: 0.255 Epoch 30 Batch 118/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.892, Loss: 0.257 Epoch 30 Batch 119/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.239 Epoch 30 Batch 120/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.264 Epoch 30 Batch 121/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.889, Loss: 0.259 Epoch 30 Batch 122/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.894, Loss: 0.233 Epoch 30 Batch 123/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.219 Epoch 30 Batch 124/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.265 Epoch 30 Batch 125/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.898, Loss: 0.251 Epoch 30 Batch 126/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.897, Loss: 0.200 Epoch 30 Batch 127/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.230 Epoch 30 Batch 128/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.894, Loss: 0.235 Epoch 30 Batch 129/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.240 Epoch 30 Batch 130/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.209 Epoch 30 Batch 131/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.225 Epoch 30 Batch 132/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.901, Loss: 0.248 Epoch 30 Batch 133/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.216 Epoch 30 Batch 134/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.891, Loss: 0.214 Epoch 30 Batch 135/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.890, Loss: 0.246 Epoch 30 Batch 136/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.241 Epoch 30 Batch 137/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.214 Epoch 30 Batch 138/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.890, Loss: 0.233 Epoch 30 Batch 139/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.248 Epoch 30 Batch 140/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.249 Epoch 30 Batch 141/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.229 Epoch 30 Batch 142/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.887, Loss: 0.233 Epoch 30 Batch 143/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.885, Loss: 0.233 Epoch 30 Batch 144/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.262 Epoch 30 Batch 145/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.250 Epoch 30 Batch 146/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.284 Epoch 30 Batch 147/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.890, Loss: 0.264 Epoch 30 Batch 148/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.228 Epoch 30 Batch 149/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.243 Epoch 30 Batch 150/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.887, Loss: 0.224 Epoch 30 Batch 151/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.200 Epoch 30 Batch 152/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.882, Loss: 0.271 Epoch 30 Batch 153/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.259 Epoch 30 Batch 154/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.890, Loss: 0.256 Epoch 30 Batch 155/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.890, Loss: 0.242 Epoch 30 Batch 156/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.889, Loss: 0.233 Epoch 30 Batch 157/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.240 Epoch 30 Batch 158/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.901, Loss: 0.262 Epoch 30 Batch 159/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.205 Epoch 30 Batch 160/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.219 Epoch 30 Batch 161/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.894, Loss: 0.221 Epoch 30 Batch 162/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.271 Epoch 30 Batch 163/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.262 Epoch 30 Batch 164/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.895, Loss: 0.256 Epoch 30 Batch 165/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.888, Loss: 0.222 Epoch 30 Batch 166/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.888, Loss: 0.242 Epoch 30 Batch 167/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.887, Loss: 0.226 Epoch 30 Batch 168/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.887, Loss: 0.262 Epoch 30 Batch 169/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.896, Loss: 0.259 Epoch 30 Batch 170/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.891, Loss: 0.245 Epoch 30 Batch 171/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.884, Loss: 0.218 Epoch 30 Batch 172/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.875, Loss: 0.224 Epoch 30 Batch 173/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.263 Epoch 30 Batch 174/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.880, Loss: 0.225 Epoch 30 Batch 175/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.880, Loss: 0.211 Epoch 30 Batch 176/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.874, Loss: 0.242 Epoch 30 Batch 177/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.874, Loss: 0.251 Epoch 30 Batch 178/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.875, Loss: 0.234 Epoch 30 Batch 179/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.875, Loss: 0.236 Epoch 30 Batch 180/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.875, Loss: 0.217 Epoch 30 Batch 181/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.874, Loss: 0.255 Epoch 30 Batch 182/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.242 Epoch 30 Batch 183/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.877, Loss: 0.256 Epoch 30 Batch 184/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.878, Loss: 0.241 Epoch 30 Batch 185/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.878, Loss: 0.259 Epoch 30 Batch 186/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.880, Loss: 0.231 Epoch 30 Batch 187/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.880, Loss: 0.220 Epoch 30 Batch 188/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.880, Loss: 0.233 Epoch 30 Batch 189/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.242 Epoch 30 Batch 190/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.884, Loss: 0.214 Epoch 30 Batch 191/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.885, Loss: 0.210 Epoch 30 Batch 192/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.245 Epoch 30 Batch 193/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.239 Epoch 30 Batch 194/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.213 Epoch 30 Batch 195/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.226 Epoch 30 Batch 196/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.883, Loss: 0.237 Epoch 30 Batch 197/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.888, Loss: 0.231 Epoch 30 Batch 198/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.234 Epoch 30 Batch 199/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.214 Epoch 30 Batch 200/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.887, Loss: 0.242 Epoch 30 Batch 201/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.210 Epoch 30 Batch 202/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.244 Epoch 30 Batch 203/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.890, Loss: 0.241 Epoch 30 Batch 204/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.890, Loss: 0.259 Epoch 30 Batch 205/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.884, Loss: 0.257 Epoch 30 Batch 206/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.224 Epoch 30 Batch 207/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.254 Epoch 30 Batch 208/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.275 Epoch 30 Batch 209/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.890, Loss: 0.204 Epoch 30 Batch 210/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.229 Epoch 30 Batch 211/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.233 Epoch 30 Batch 212/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.208 Epoch 30 Batch 213/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.205 Epoch 30 Batch 214/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.227 Epoch 30 Batch 215/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.898, Loss: 0.250 Epoch 30 Batch 216/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.899, Loss: 0.224 Epoch 30 Batch 217/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.899, Loss: 0.218 Epoch 30 Batch 218/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.271 Epoch 30 Batch 219/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.235 Epoch 30 Batch 220/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.222 Epoch 30 Batch 221/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.241 Epoch 30 Batch 222/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.248 Epoch 30 Batch 223/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.897, Loss: 0.188 Epoch 30 Batch 224/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.232 Epoch 30 Batch 225/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.895, Loss: 0.245 Epoch 30 Batch 226/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.894, Loss: 0.219 Epoch 30 Batch 227/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.888, Loss: 0.267 Epoch 30 Batch 228/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.224 Epoch 30 Batch 229/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.890, Loss: 0.241 Epoch 30 Batch 230/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.220 Epoch 30 Batch 231/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.901, Loss: 0.248 Epoch 30 Batch 232/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.238 Epoch 30 Batch 233/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.278 Epoch 30 Batch 234/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.906, Loss: 0.255 Epoch 30 Batch 235/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.907, Loss: 0.226 Epoch 30 Batch 236/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.907, Loss: 0.246 Epoch 30 Batch 237/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.225 Epoch 30 Batch 238/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.211 Epoch 30 Batch 239/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.900, Loss: 0.215 Epoch 30 Batch 240/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.895, Loss: 0.225 Epoch 30 Batch 241/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.895, Loss: 0.214 Epoch 30 Batch 242/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.223 Epoch 30 Batch 243/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.251 Epoch 30 Batch 244/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.231 Epoch 30 Batch 245/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.222 Epoch 30 Batch 246/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.899, Loss: 0.243 Epoch 30 Batch 247/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.899, Loss: 0.224 Epoch 30 Batch 248/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.225 Epoch 30 Batch 249/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.898, Loss: 0.248 Epoch 30 Batch 250/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.227 Epoch 30 Batch 251/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.235 Epoch 30 Batch 252/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.240 Epoch 30 Batch 253/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.896, Loss: 0.231 Epoch 30 Batch 254/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.230 Epoch 30 Batch 255/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.895, Loss: 0.231 Epoch 30 Batch 256/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.895, Loss: 0.272 Epoch 30 Batch 257/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.892, Loss: 0.223 Epoch 30 Batch 258/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.222 Epoch 30 Batch 259/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.237 Epoch 30 Batch 260/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.217 Epoch 30 Batch 261/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.223 Epoch 30 Batch 262/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.234 Epoch 30 Batch 263/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.226 Epoch 30 Batch 264/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.253 Epoch 30 Batch 265/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.901, Loss: 0.226 Epoch 30 Batch 266/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.896, Loss: 0.225 Epoch 30 Batch 267/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.220 Epoch 30 Batch 268/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.897, Loss: 0.241 Epoch 30 Batch 269/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.271 Epoch 30 Batch 270/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.897, Loss: 0.261 Epoch 30 Batch 271/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.222 Epoch 30 Batch 272/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.899, Loss: 0.294 Epoch 30 Batch 273/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.214 Epoch 30 Batch 274/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.242 Epoch 30 Batch 275/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.250 Epoch 30 Batch 276/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.902, Loss: 0.270 Epoch 30 Batch 277/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.197 Epoch 30 Batch 278/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.891, Loss: 0.259 Epoch 30 Batch 279/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.895, Loss: 0.280 Epoch 30 Batch 280/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.891, Loss: 0.246 Epoch 30 Batch 281/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.249 Epoch 30 Batch 282/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.888, Loss: 0.277 Epoch 30 Batch 283/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.249 Epoch 30 Batch 284/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.891, Loss: 0.248 Epoch 30 Batch 285/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.891, Loss: 0.241 Epoch 30 Batch 286/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.225 Epoch 30 Batch 287/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.241 Epoch 30 Batch 288/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.883, Loss: 0.251 Epoch 30 Batch 289/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.240 Epoch 30 Batch 290/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.890, Loss: 0.264 Epoch 30 Batch 291/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.896, Loss: 0.260 Epoch 30 Batch 292/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.235 Epoch 30 Batch 293/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.897, Loss: 0.264 Epoch 30 Batch 294/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.220 Epoch 30 Batch 295/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.243 Epoch 30 Batch 296/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.232 Epoch 30 Batch 297/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.896, Loss: 0.272 Epoch 30 Batch 298/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.893, Loss: 0.242 Epoch 30 Batch 299/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.901, Loss: 0.234 Epoch 30 Batch 300/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.900, Loss: 0.246 Epoch 30 Batch 301/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.900, Loss: 0.214 Epoch 30 Batch 302/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.230 Epoch 30 Batch 303/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.260 Epoch 30 Batch 304/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.210 Epoch 30 Batch 305/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.229 Epoch 30 Batch 306/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.229 Epoch 30 Batch 307/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.891, Loss: 0.235 Epoch 30 Batch 308/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.893, Loss: 0.252 Epoch 30 Batch 309/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.224 Epoch 30 Batch 310/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.251 Epoch 30 Batch 311/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.226 Epoch 30 Batch 312/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.895, Loss: 0.267 Epoch 30 Batch 313/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.224 Epoch 30 Batch 314/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.230 Epoch 30 Batch 315/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.895, Loss: 0.230 Epoch 30 Batch 316/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.209 Epoch 30 Batch 317/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.268 Epoch 30 Batch 318/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.233 Epoch 30 Batch 319/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.896, Loss: 0.244 Epoch 30 Batch 320/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.244 Epoch 30 Batch 321/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.887, Loss: 0.234 Epoch 30 Batch 322/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.891, Loss: 0.223 Epoch 30 Batch 323/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.228 Epoch 30 Batch 324/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.887, Loss: 0.212 Epoch 30 Batch 325/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.237 Epoch 30 Batch 326/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.886, Loss: 0.232 Epoch 30 Batch 327/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.882, Loss: 0.271 Epoch 30 Batch 328/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.881, Loss: 0.253 Epoch 30 Batch 329/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.881, Loss: 0.254 Epoch 30 Batch 330/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.225 Epoch 30 Batch 331/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.252 Epoch 30 Batch 332/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.882, Loss: 0.198 Epoch 30 Batch 333/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.881, Loss: 0.232 Epoch 30 Batch 334/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.876, Loss: 0.221 Epoch 30 Batch 335/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.875, Loss: 0.241 Epoch 30 Batch 336/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.877, Loss: 0.272 Epoch 30 Batch 337/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.875, Loss: 0.269 Epoch 30 Batch 338/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.876, Loss: 0.281 Epoch 30 Batch 339/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.875, Loss: 0.235 Epoch 30 Batch 340/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.876, Loss: 0.236 Epoch 30 Batch 341/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.876, Loss: 0.289 Epoch 30 Batch 342/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.221 Epoch 30 Batch 343/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.871, Loss: 0.225 Epoch 30 Batch 344/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.881, Loss: 0.234 Epoch 30 Batch 345/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.880, Loss: 0.236 Epoch 30 Batch 346/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.235 Epoch 30 Batch 347/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.879, Loss: 0.209 Epoch 30 Batch 348/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.880, Loss: 0.227 Epoch 30 Batch 349/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.880, Loss: 0.225 Epoch 30 Batch 350/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.876, Loss: 0.247 Epoch 30 Batch 351/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.878, Loss: 0.249 Epoch 30 Batch 352/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.877, Loss: 0.258 Epoch 30 Batch 353/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.872, Loss: 0.267 Epoch 30 Batch 354/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.872, Loss: 0.262 Epoch 30 Batch 355/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.872, Loss: 0.244 Epoch 30 Batch 356/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.877, Loss: 0.258 Epoch 30 Batch 357/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.886, Loss: 0.236 Epoch 30 Batch 358/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.886, Loss: 0.263 Epoch 30 Batch 359/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.237 Epoch 30 Batch 360/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.885, Loss: 0.245 Epoch 30 Batch 361/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.885, Loss: 0.236 Epoch 30 Batch 362/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.876, Loss: 0.245 Epoch 30 Batch 363/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.875, Loss: 0.257 Epoch 30 Batch 364/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.880, Loss: 0.262 Epoch 30 Batch 365/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.879, Loss: 0.213 Epoch 30 Batch 366/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.884, Loss: 0.238 Epoch 30 Batch 367/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.200 Epoch 30 Batch 368/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.227 Epoch 30 Batch 369/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.218 Epoch 30 Batch 370/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.880, Loss: 0.251 Epoch 30 Batch 371/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.241 Epoch 30 Batch 372/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.881, Loss: 0.215 Epoch 30 Batch 373/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.880, Loss: 0.204 Epoch 30 Batch 374/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.880, Loss: 0.252 Epoch 30 Batch 375/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.880, Loss: 0.225 Epoch 30 Batch 376/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.877, Loss: 0.237 Epoch 30 Batch 377/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.876, Loss: 0.240 Epoch 30 Batch 378/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.881, Loss: 0.206 Epoch 30 Batch 379/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.885, Loss: 0.257 Epoch 30 Batch 380/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.217 Epoch 30 Batch 381/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.885, Loss: 0.247 Epoch 30 Batch 382/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.886, Loss: 0.285 Epoch 30 Batch 383/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.887, Loss: 0.235 Epoch 30 Batch 384/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.886, Loss: 0.235 Epoch 30 Batch 385/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.239 Epoch 30 Batch 386/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.899, Loss: 0.215 Epoch 30 Batch 387/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.899, Loss: 0.232 Epoch 30 Batch 388/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.899, Loss: 0.254 Epoch 30 Batch 389/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.899, Loss: 0.237 Epoch 30 Batch 390/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.893, Loss: 0.257 Epoch 30 Batch 391/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.894, Loss: 0.237 Epoch 30 Batch 392/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.248 Epoch 30 Batch 393/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.894, Loss: 0.227 Epoch 30 Batch 394/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.234 Epoch 30 Batch 395/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.892, Loss: 0.224 Epoch 30 Batch 396/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.893, Loss: 0.263 Epoch 30 Batch 397/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.894, Loss: 0.232 Epoch 30 Batch 398/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.261 Epoch 30 Batch 399/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.898, Loss: 0.244 Epoch 30 Batch 400/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.269 Epoch 30 Batch 401/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.235 Epoch 30 Batch 402/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.891, Loss: 0.211 Epoch 30 Batch 403/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.894, Loss: 0.247 Epoch 30 Batch 404/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.217 Epoch 30 Batch 405/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.259 Epoch 30 Batch 406/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.891, Loss: 0.237 Epoch 30 Batch 407/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.264 Epoch 30 Batch 408/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.245 Epoch 30 Batch 409/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.276 Epoch 30 Batch 410/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.902, Loss: 0.282 Epoch 30 Batch 411/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.233 Epoch 30 Batch 412/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.219 Epoch 30 Batch 413/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.237 Epoch 30 Batch 414/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.894, Loss: 0.233 Epoch 30 Batch 415/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.244 Epoch 30 Batch 416/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.226 Epoch 30 Batch 417/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.894, Loss: 0.283 Epoch 30 Batch 418/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.892, Loss: 0.235 Epoch 30 Batch 419/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.228 Epoch 30 Batch 420/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.229 Epoch 30 Batch 421/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.885, Loss: 0.262 Epoch 30 Batch 422/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.886, Loss: 0.228 Epoch 30 Batch 423/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.258 Epoch 30 Batch 424/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.882, Loss: 0.244 Epoch 30 Batch 425/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.882, Loss: 0.216 Epoch 30 Batch 426/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.257 Epoch 30 Batch 427/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.246 Epoch 30 Batch 428/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.877, Loss: 0.227 Epoch 30 Batch 429/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.876, Loss: 0.229 Epoch 30 Batch 430/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.885, Loss: 0.232 Epoch 30 Batch 431/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.877, Loss: 0.211 Epoch 30 Batch 432/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.876, Loss: 0.241 Epoch 30 Batch 433/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.877, Loss: 0.232 Epoch 30 Batch 434/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.879, Loss: 0.234 Epoch 30 Batch 435/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.876, Loss: 0.264 Epoch 30 Batch 436/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.879, Loss: 0.224 Epoch 30 Batch 437/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.879, Loss: 0.225 Epoch 30 Batch 438/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.884, Loss: 0.234 Epoch 30 Batch 439/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.890, Loss: 0.271 Epoch 30 Batch 440/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.252 Epoch 30 Batch 441/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.896, Loss: 0.249 Epoch 30 Batch 442/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.233 Epoch 30 Batch 443/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.897, Loss: 0.241 Epoch 30 Batch 444/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.257 Epoch 30 Batch 445/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.894, Loss: 0.242 Epoch 30 Batch 446/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.888, Loss: 0.213 Epoch 30 Batch 447/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.893, Loss: 0.241 Epoch 30 Batch 448/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.891, Loss: 0.262 Epoch 30 Batch 449/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.257 Epoch 30 Batch 450/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.249 Epoch 30 Batch 451/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.221 Epoch 30 Batch 452/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.248 Epoch 30 Batch 453/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.224 Epoch 30 Batch 454/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.895, Loss: 0.256 Epoch 30 Batch 455/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.899, Loss: 0.231 Epoch 30 Batch 456/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.235 Epoch 30 Batch 457/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.214 Epoch 30 Batch 458/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.900, Loss: 0.251 Epoch 30 Batch 459/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.900, Loss: 0.224 Epoch 30 Batch 460/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.233 Epoch 30 Batch 461/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.217 Epoch 30 Batch 462/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.248 Epoch 30 Batch 463/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.903, Loss: 0.227 Epoch 30 Batch 464/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.254 Epoch 30 Batch 465/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.252 Epoch 30 Batch 466/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.221 Epoch 30 Batch 467/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.250 Epoch 30 Batch 468/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.246 Epoch 30 Batch 469/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.232 Epoch 30 Batch 470/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.247 Epoch 30 Batch 471/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.893, Loss: 0.227 Epoch 30 Batch 472/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.215 Epoch 30 Batch 473/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.884, Loss: 0.272 Epoch 30 Batch 474/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.885, Loss: 0.236 Epoch 30 Batch 475/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.886, Loss: 0.222 Epoch 30 Batch 476/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.886, Loss: 0.234 Epoch 30 Batch 477/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.886, Loss: 0.227 Epoch 30 Batch 478/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.248 Epoch 30 Batch 479/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.900, Loss: 0.264 Epoch 30 Batch 480/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.236 Epoch 30 Batch 481/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.237 Epoch 30 Batch 482/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.259 Epoch 30 Batch 483/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.906, Loss: 0.259 Epoch 30 Batch 484/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.238 Epoch 30 Batch 485/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.226 Epoch 30 Batch 486/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.214 Epoch 30 Batch 487/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.249 Epoch 30 Batch 488/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.233 Epoch 30 Batch 489/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.224 Epoch 30 Batch 490/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.244 Epoch 30 Batch 491/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.886, Loss: 0.259 Epoch 30 Batch 492/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.276 Epoch 30 Batch 493/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.223 Epoch 30 Batch 494/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.229 Epoch 30 Batch 495/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.236 Epoch 30 Batch 496/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.247 Epoch 30 Batch 497/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.897, Loss: 0.249 Epoch 30 Batch 498/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.234 Epoch 30 Batch 499/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.893, Loss: 0.219 Epoch 30 Batch 500/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.891, Loss: 0.227 Epoch 30 Batch 501/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.237 Epoch 30 Batch 502/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.886, Loss: 0.216 Epoch 30 Batch 503/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.885, Loss: 0.255 Epoch 30 Batch 504/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.886, Loss: 0.247 Epoch 30 Batch 505/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.205 Epoch 30 Batch 506/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.225 Epoch 30 Batch 507/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.893, Loss: 0.258 Epoch 30 Batch 508/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.222 Epoch 30 Batch 509/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.884, Loss: 0.242 Epoch 30 Batch 510/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.883, Loss: 0.234 Epoch 30 Batch 511/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.878, Loss: 0.255 Epoch 30 Batch 512/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.880, Loss: 0.230 Epoch 30 Batch 513/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.881, Loss: 0.238 Epoch 30 Batch 514/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.884, Loss: 0.244 Epoch 30 Batch 515/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.884, Loss: 0.246 Epoch 30 Batch 516/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.883, Loss: 0.219 Epoch 30 Batch 517/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.879, Loss: 0.238 Epoch 30 Batch 518/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.878, Loss: 0.226 Epoch 30 Batch 519/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.872, Loss: 0.248 Epoch 30 Batch 520/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.871, Loss: 0.209 Epoch 30 Batch 521/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.871, Loss: 0.225 Epoch 30 Batch 522/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.873, Loss: 0.258 Epoch 30 Batch 523/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.875, Loss: 0.237 Epoch 30 Batch 524/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.875, Loss: 0.224 Epoch 30 Batch 525/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.875, Loss: 0.248 Epoch 30 Batch 526/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.874, Loss: 0.230 Epoch 30 Batch 527/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.870, Loss: 0.232 Epoch 30 Batch 528/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.874, Loss: 0.220 Epoch 30 Batch 529/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.880, Loss: 0.220 Epoch 30 Batch 530/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.879, Loss: 0.259 Epoch 30 Batch 531/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.874, Loss: 0.222 Epoch 30 Batch 532/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.869, Loss: 0.264 Epoch 30 Batch 533/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.869, Loss: 0.262 Epoch 30 Batch 534/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.870, Loss: 0.244 Epoch 30 Batch 535/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.870, Loss: 0.224 Epoch 30 Batch 536/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.869, Loss: 0.209 Epoch 30 Batch 537/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.873, Loss: 0.234 Epoch 30 Batch 538/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.872, Loss: 0.205 Epoch 30 Batch 539/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.873, Loss: 0.261 Epoch 30 Batch 540/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.874, Loss: 0.199 Epoch 30 Batch 541/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.875, Loss: 0.228 Epoch 30 Batch 542/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.875, Loss: 0.251 Epoch 30 Batch 543/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.875, Loss: 0.238 Epoch 30 Batch 544/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.875, Loss: 0.215 Epoch 30 Batch 545/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.875, Loss: 0.259 Epoch 30 Batch 546/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.875, Loss: 0.243 Epoch 30 Batch 547/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.875, Loss: 0.245 Epoch 30 Batch 548/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.879, Loss: 0.246 Epoch 30 Batch 549/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.881, Loss: 0.263 Epoch 30 Batch 550/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.879, Loss: 0.255 Epoch 30 Batch 551/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.248 Epoch 30 Batch 552/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.246 Epoch 30 Batch 553/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.871, Loss: 0.268 Epoch 30 Batch 554/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.882, Loss: 0.229 Epoch 30 Batch 555/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.243 Epoch 30 Batch 556/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.879, Loss: 0.239 Epoch 30 Batch 557/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.879, Loss: 0.231 Epoch 30 Batch 558/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.879, Loss: 0.222 Epoch 30 Batch 559/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.234 Epoch 30 Batch 560/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.894, Loss: 0.240 Epoch 30 Batch 561/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.226 Epoch 30 Batch 562/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.222 Epoch 30 Batch 563/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.890, Loss: 0.259 Epoch 30 Batch 564/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.885, Loss: 0.258 Epoch 30 Batch 565/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.880, Loss: 0.257 Epoch 30 Batch 566/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.885, Loss: 0.263 Epoch 30 Batch 567/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.885, Loss: 0.266 Epoch 30 Batch 568/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.885, Loss: 0.238 Epoch 30 Batch 569/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.890, Loss: 0.241 Epoch 30 Batch 570/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.885, Loss: 0.270 Epoch 30 Batch 571/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.889, Loss: 0.210 Epoch 30 Batch 572/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.210 Epoch 30 Batch 573/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.889, Loss: 0.253 Epoch 30 Batch 574/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.258 Epoch 30 Batch 575/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.221 Epoch 30 Batch 576/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.221 Epoch 30 Batch 577/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.254 Epoch 30 Batch 578/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.898, Loss: 0.261 Epoch 30 Batch 579/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.213 Epoch 30 Batch 580/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.899, Loss: 0.220 Epoch 30 Batch 581/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.226 Epoch 30 Batch 582/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.236 Epoch 30 Batch 583/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.249 Epoch 30 Batch 584/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.903, Loss: 0.225 Epoch 30 Batch 585/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.200 Epoch 30 Batch 586/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.251 Epoch 30 Batch 587/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.230 Epoch 30 Batch 588/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.220 Epoch 30 Batch 589/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.239 Epoch 30 Batch 590/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.897, Loss: 0.235 Epoch 30 Batch 591/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.902, Loss: 0.237 Epoch 30 Batch 592/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.253 Epoch 30 Batch 593/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.225 Epoch 30 Batch 594/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.247 Epoch 30 Batch 595/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.237 Epoch 30 Batch 596/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.242 Epoch 30 Batch 597/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.240 Epoch 30 Batch 598/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.227 Epoch 30 Batch 599/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.899, Loss: 0.280 Epoch 30 Batch 600/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.900, Loss: 0.240 Epoch 30 Batch 601/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.894, Loss: 0.265 Epoch 30 Batch 602/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.898, Loss: 0.247 Epoch 30 Batch 603/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.885, Loss: 0.240 Epoch 30 Batch 604/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.880, Loss: 0.246 Epoch 30 Batch 605/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.880, Loss: 0.266 Epoch 30 Batch 606/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.231 Epoch 30 Batch 607/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.881, Loss: 0.229 Epoch 30 Batch 608/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.884, Loss: 0.239 Epoch 30 Batch 609/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.884, Loss: 0.256 Epoch 30 Batch 610/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.886, Loss: 0.262 Epoch 30 Batch 611/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.256 Epoch 30 Batch 612/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.209 Epoch 30 Batch 613/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.887, Loss: 0.242 Epoch 30 Batch 614/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.224 Epoch 30 Batch 615/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.896, Loss: 0.233 Epoch 30 Batch 616/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.232 Epoch 30 Batch 617/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.247 Epoch 30 Batch 618/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.896, Loss: 0.237 Epoch 30 Batch 619/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.237 Epoch 30 Batch 620/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.896, Loss: 0.237 Epoch 30 Batch 621/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.897, Loss: 0.232 Epoch 30 Batch 622/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.250 Epoch 30 Batch 623/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.890, Loss: 0.255 Epoch 30 Batch 624/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.228 Epoch 30 Batch 625/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.240 Epoch 30 Batch 626/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.888, Loss: 0.217 Epoch 30 Batch 627/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.238 Epoch 30 Batch 628/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.251 Epoch 30 Batch 629/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.888, Loss: 0.237 Epoch 30 Batch 630/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.889, Loss: 0.240 Epoch 30 Batch 631/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.889, Loss: 0.240 Epoch 30 Batch 632/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.885, Loss: 0.228 Epoch 30 Batch 633/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.239 Epoch 30 Batch 634/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.208 Epoch 30 Batch 635/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.895, Loss: 0.278 Epoch 30 Batch 636/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.895, Loss: 0.246 Epoch 30 Batch 637/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.894, Loss: 0.242 Epoch 30 Batch 638/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.236 Epoch 30 Batch 639/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.259 Epoch 30 Batch 640/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.888, Loss: 0.225 Epoch 30 Batch 641/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.886, Loss: 0.216 Epoch 30 Batch 642/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.240 Epoch 30 Batch 643/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.882, Loss: 0.205 Epoch 30 Batch 644/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.874, Loss: 0.239 Epoch 30 Batch 645/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.872, Loss: 0.234 Epoch 30 Batch 646/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.873, Loss: 0.225 Epoch 30 Batch 647/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.876, Loss: 0.247 Epoch 30 Batch 648/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.879, Loss: 0.215 Epoch 30 Batch 649/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.878, Loss: 0.249 Epoch 30 Batch 650/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.237 Epoch 30 Batch 651/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.878, Loss: 0.228 Epoch 30 Batch 652/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.878, Loss: 0.268 Epoch 30 Batch 653/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.884, Loss: 0.246 Epoch 30 Batch 654/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.226 Epoch 30 Batch 655/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.885, Loss: 0.254 Epoch 30 Batch 656/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.881, Loss: 0.225 Epoch 30 Batch 657/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.242 Epoch 30 Batch 658/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.889, Loss: 0.228 Epoch 30 Batch 659/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.246 Epoch 30 Batch 660/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.894, Loss: 0.246 Epoch 30 Batch 661/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.891, Loss: 0.220 Epoch 30 Batch 662/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.889, Loss: 0.206 Epoch 30 Batch 663/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.888, Loss: 0.208 Epoch 30 Batch 664/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.240 Epoch 30 Batch 665/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.240 Epoch 30 Batch 666/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.886, Loss: 0.257 Epoch 30 Batch 667/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.886, Loss: 0.264 Epoch 30 Batch 668/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.882, Loss: 0.233 Epoch 30 Batch 669/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.235 Epoch 30 Batch 670/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.224 Epoch 30 Batch 671/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.881, Loss: 0.269 Epoch 30 Batch 672/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.878, Loss: 0.235 Epoch 30 Batch 673/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.878, Loss: 0.222 Epoch 30 Batch 674/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.875, Loss: 0.215 Epoch 30 Batch 675/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.870, Loss: 0.268 Epoch 30 Batch 676/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.875, Loss: 0.227 Epoch 30 Batch 677/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.876, Loss: 0.266 Epoch 30 Batch 678/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.220 Epoch 30 Batch 679/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.890, Loss: 0.233 Epoch 30 Batch 680/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.884, Loss: 0.220 Epoch 30 Batch 681/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.883, Loss: 0.241 Epoch 30 Batch 682/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.883, Loss: 0.241 Epoch 30 Batch 683/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.226 Epoch 30 Batch 684/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.884, Loss: 0.232 Epoch 30 Batch 685/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.253 Epoch 30 Batch 686/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.887, Loss: 0.230 Epoch 30 Batch 687/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.887, Loss: 0.250 Epoch 30 Batch 688/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.213 Epoch 30 Batch 689/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.890, Loss: 0.213 Epoch 30 Batch 690/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.235 Epoch 30 Batch 691/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.885, Loss: 0.249 Epoch 30 Batch 692/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.885, Loss: 0.226 Epoch 30 Batch 693/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.886, Loss: 0.285 Epoch 30 Batch 694/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.882, Loss: 0.219 Epoch 30 Batch 695/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.887, Loss: 0.220 Epoch 30 Batch 696/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.891, Loss: 0.248 Epoch 30 Batch 697/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.219 Epoch 30 Batch 698/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.892, Loss: 0.223 Epoch 30 Batch 699/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.234 Epoch 30 Batch 700/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.238 Epoch 30 Batch 701/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.247 Epoch 30 Batch 702/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.887, Loss: 0.256 Epoch 30 Batch 703/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.887, Loss: 0.247 Epoch 30 Batch 704/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.883, Loss: 0.263 Epoch 30 Batch 705/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.252 Epoch 30 Batch 706/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.261 Epoch 30 Batch 707/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.228 Epoch 30 Batch 708/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.238 Epoch 30 Batch 709/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.897, Loss: 0.256 Epoch 30 Batch 710/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.223 Epoch 30 Batch 711/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.904, Loss: 0.265 Epoch 30 Batch 712/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.903, Loss: 0.243 Epoch 30 Batch 713/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.207 Epoch 30 Batch 714/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.241 Epoch 30 Batch 715/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.895, Loss: 0.275 Epoch 30 Batch 716/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.893, Loss: 0.202 Epoch 30 Batch 717/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.877, Loss: 0.226 Epoch 30 Batch 718/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.877, Loss: 0.236 Epoch 30 Batch 719/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.230 Epoch 30 Batch 720/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.882, Loss: 0.257 Epoch 30 Batch 721/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.882, Loss: 0.250 Epoch 30 Batch 722/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.883, Loss: 0.218 Epoch 30 Batch 723/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.883, Loss: 0.239 Epoch 30 Batch 724/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.883, Loss: 0.270 Epoch 30 Batch 725/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.878, Loss: 0.216 Epoch 30 Batch 726/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.874, Loss: 0.223 Epoch 30 Batch 727/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.879, Loss: 0.214 Epoch 30 Batch 728/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.875, Loss: 0.229 Epoch 30 Batch 729/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.268 Epoch 30 Batch 730/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.239 Epoch 30 Batch 731/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.888, Loss: 0.233 Epoch 30 Batch 732/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.889, Loss: 0.247 Epoch 30 Batch 733/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.257 Epoch 30 Batch 734/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.886, Loss: 0.247 Epoch 30 Batch 735/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.883, Loss: 0.228 Epoch 30 Batch 736/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.884, Loss: 0.224 Epoch 30 Batch 737/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.884, Loss: 0.269 Epoch 30 Batch 738/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.885, Loss: 0.199 Epoch 30 Batch 739/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.216 Epoch 30 Batch 740/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.885, Loss: 0.246 Epoch 30 Batch 741/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.885, Loss: 0.249 Epoch 30 Batch 742/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.885, Loss: 0.219 Epoch 30 Batch 743/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.886, Loss: 0.229 Epoch 30 Batch 744/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.219 Epoch 30 Batch 745/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.234 Epoch 30 Batch 746/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.224 Epoch 30 Batch 747/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.217 Epoch 30 Batch 748/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.906, Loss: 0.225 Epoch 30 Batch 749/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.233 Epoch 30 Batch 750/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.894, Loss: 0.235 Epoch 30 Batch 751/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.210 Epoch 30 Batch 752/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.218 Epoch 30 Batch 753/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.236 Epoch 30 Batch 754/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.900, Loss: 0.243 Epoch 30 Batch 755/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.892, Loss: 0.235 Epoch 30 Batch 756/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.209 Epoch 30 Batch 757/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.250 Epoch 30 Batch 758/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.212 Epoch 30 Batch 759/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.216 Epoch 30 Batch 760/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.895, Loss: 0.252 Epoch 30 Batch 761/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.895, Loss: 0.243 Epoch 30 Batch 762/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.895, Loss: 0.213 Epoch 30 Batch 763/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.890, Loss: 0.220 Epoch 30 Batch 764/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.243 Epoch 30 Batch 765/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.899, Loss: 0.229 Epoch 30 Batch 766/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.256 Epoch 30 Batch 767/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.900, Loss: 0.235 Epoch 30 Batch 768/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.899, Loss: 0.230 Epoch 30 Batch 769/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.220 Epoch 30 Batch 770/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.900, Loss: 0.242 Epoch 30 Batch 771/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.243 Epoch 30 Batch 772/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.904, Loss: 0.235 Epoch 30 Batch 773/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.212 Epoch 30 Batch 774/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.257 Epoch 30 Batch 775/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.228 Epoch 30 Batch 776/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.224 Epoch 30 Batch 777/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.256 Epoch 30 Batch 778/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.218 Epoch 30 Batch 779/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.911, Loss: 0.243 Epoch 30 Batch 780/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.912, Loss: 0.249 Epoch 30 Batch 781/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.902, Loss: 0.232 Epoch 30 Batch 782/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.217 Epoch 30 Batch 783/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.896, Loss: 0.259 Epoch 30 Batch 784/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.230 Epoch 30 Batch 785/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.891, Loss: 0.222 Epoch 30 Batch 786/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.232 Epoch 30 Batch 787/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.230 Epoch 30 Batch 788/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.209 Epoch 30 Batch 789/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.896, Loss: 0.237 Epoch 30 Batch 790/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.896, Loss: 0.250 Epoch 30 Batch 791/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.237 Epoch 30 Batch 792/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.240 Epoch 30 Batch 793/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.232 Epoch 30 Batch 794/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.896, Loss: 0.239 Epoch 30 Batch 795/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.252 Epoch 30 Batch 796/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.239 Epoch 30 Batch 797/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.233 Epoch 30 Batch 798/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.900, Loss: 0.239 Epoch 30 Batch 799/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.900, Loss: 0.263 Epoch 30 Batch 800/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.228 Epoch 30 Batch 801/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.899, Loss: 0.257 Epoch 30 Batch 802/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.236 Epoch 30 Batch 803/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.900, Loss: 0.232 Epoch 30 Batch 804/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.226 Epoch 30 Batch 805/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.897, Loss: 0.229 Epoch 30 Batch 806/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.894, Loss: 0.214 Epoch 30 Batch 807/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.894, Loss: 0.213 Epoch 30 Batch 808/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.246 Epoch 30 Batch 809/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.270 Epoch 30 Batch 810/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.218 Epoch 30 Batch 811/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.211 Epoch 30 Batch 812/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.893, Loss: 0.248 Epoch 30 Batch 813/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.899, Loss: 0.220 Epoch 30 Batch 814/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.253 Epoch 30 Batch 815/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.223 Epoch 30 Batch 816/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.216 Epoch 30 Batch 817/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.889, Loss: 0.265 Epoch 30 Batch 818/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.886, Loss: 0.236 Epoch 30 Batch 819/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.231 Epoch 30 Batch 820/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.887, Loss: 0.253 Epoch 30 Batch 821/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.887, Loss: 0.245 Epoch 30 Batch 822/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.886, Loss: 0.229 Epoch 30 Batch 823/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.236 Epoch 30 Batch 824/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.888, Loss: 0.222 Epoch 30 Batch 825/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.892, Loss: 0.213 Epoch 30 Batch 826/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.892, Loss: 0.229 Epoch 30 Batch 827/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.901, Loss: 0.237 Epoch 30 Batch 828/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.891, Loss: 0.226 Epoch 30 Batch 829/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.887, Loss: 0.267 Epoch 30 Batch 830/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.891, Loss: 0.257 Epoch 30 Batch 831/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.891, Loss: 0.233 Epoch 30 Batch 832/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.242 Epoch 30 Batch 833/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.244 Epoch 30 Batch 834/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.895, Loss: 0.246 Epoch 30 Batch 835/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.240 Epoch 30 Batch 836/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.218 Epoch 30 Batch 837/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.891, Loss: 0.251 Epoch 30 Batch 838/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.891, Loss: 0.225 Epoch 30 Batch 839/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.893, Loss: 0.234 Epoch 30 Batch 840/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.211 Epoch 30 Batch 841/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.230 Epoch 30 Batch 842/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.221 Epoch 30 Batch 843/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.223 Epoch 30 Batch 844/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.225 Epoch 30 Batch 845/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.232 Epoch 30 Batch 846/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.893, Loss: 0.252 Epoch 30 Batch 847/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.266 Epoch 30 Batch 848/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.221 Epoch 30 Batch 849/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.896, Loss: 0.206 Epoch 30 Batch 850/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.253 Epoch 30 Batch 851/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.239 Epoch 30 Batch 852/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.260 Epoch 30 Batch 853/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.221 Epoch 30 Batch 854/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.893, Loss: 0.251 Epoch 30 Batch 855/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.890, Loss: 0.263 Epoch 30 Batch 856/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.894, Loss: 0.238 Epoch 30 Batch 857/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.902, Loss: 0.204 Epoch 30 Batch 858/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.232 Epoch 30 Batch 859/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.243 Epoch 30 Batch 860/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.892, Loss: 0.243 Epoch 30 Batch 861/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.891, Loss: 0.224 Epoch 30 Batch 862/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.891, Loss: 0.216 Epoch 30 Batch 863/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.210 Epoch 30 Batch 864/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.890, Loss: 0.250 Epoch 30 Batch 865/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.230 Epoch 30 Batch 866/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.253 Epoch 30 Batch 867/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.895, Loss: 0.269 Epoch 30 Batch 868/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.245 Epoch 30 Batch 869/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.897, Loss: 0.241 Epoch 30 Batch 870/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.897, Loss: 0.268 Epoch 30 Batch 871/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.892, Loss: 0.214 Epoch 30 Batch 872/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.229 Epoch 30 Batch 873/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.894, Loss: 0.234 Epoch 30 Batch 874/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.895, Loss: 0.247 Epoch 30 Batch 875/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.900, Loss: 0.249 Epoch 30 Batch 876/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.233 Epoch 30 Batch 877/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.219 Epoch 30 Batch 878/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.218 Epoch 30 Batch 879/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.897, Loss: 0.212 Epoch 30 Batch 880/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.237 Epoch 30 Batch 881/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.235 Epoch 30 Batch 882/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.234 Epoch 30 Batch 883/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.898, Loss: 0.301 Epoch 30 Batch 884/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.224 Epoch 30 Batch 885/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.211 Epoch 30 Batch 886/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.902, Loss: 0.236 Epoch 30 Batch 887/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.897, Loss: 0.258 Epoch 30 Batch 888/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.221 Epoch 30 Batch 889/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.897, Loss: 0.249 Epoch 30 Batch 890/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.215 Epoch 30 Batch 891/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.896, Loss: 0.240 Epoch 30 Batch 892/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.891, Loss: 0.208 Epoch 30 Batch 893/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.257 Epoch 30 Batch 894/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.880, Loss: 0.205 Epoch 30 Batch 895/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.880, Loss: 0.239 Epoch 30 Batch 896/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.866, Loss: 0.254 Epoch 30 Batch 897/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.865, Loss: 0.208 Epoch 30 Batch 898/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.871, Loss: 0.222 Epoch 30 Batch 899/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.872, Loss: 0.239 Epoch 30 Batch 900/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.261 Epoch 30 Batch 901/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.879, Loss: 0.282 Epoch 30 Batch 902/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.885, Loss: 0.248 Epoch 30 Batch 903/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.218 Epoch 30 Batch 904/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.892, Loss: 0.231 Epoch 30 Batch 905/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.223 Epoch 30 Batch 906/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.888, Loss: 0.231 Epoch 30 Batch 907/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.224 Epoch 30 Batch 908/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.889, Loss: 0.240 Epoch 30 Batch 909/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.220 Epoch 30 Batch 910/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.235 Epoch 30 Batch 911/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.209 Epoch 30 Batch 912/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.266 Epoch 30 Batch 913/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.895, Loss: 0.283 Epoch 30 Batch 914/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.258 Epoch 30 Batch 915/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.892, Loss: 0.248 Epoch 30 Batch 916/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.891, Loss: 0.243 Epoch 30 Batch 917/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.226 Epoch 30 Batch 918/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.207 Epoch 30 Batch 919/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.212 Epoch 30 Batch 920/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.250 Epoch 30 Batch 921/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.245 Epoch 30 Batch 922/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.900, Loss: 0.238 Epoch 30 Batch 923/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.242 Epoch 30 Batch 924/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.276 Epoch 30 Batch 925/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.223 Epoch 30 Batch 926/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.897, Loss: 0.223 Epoch 30 Batch 927/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.889, Loss: 0.252 Epoch 30 Batch 928/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.238 Epoch 30 Batch 929/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.894, Loss: 0.252 Epoch 30 Batch 930/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.224 Epoch 30 Batch 931/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.231 Epoch 30 Batch 932/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.232 Epoch 30 Batch 933/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.250 Epoch 30 Batch 934/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.896, Loss: 0.256 Epoch 30 Batch 935/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.240 Epoch 30 Batch 936/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.236 Epoch 30 Batch 937/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.276 Epoch 30 Batch 938/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.257 Epoch 30 Batch 939/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.262 Epoch 30 Batch 940/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.224 Epoch 30 Batch 941/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.881, Loss: 0.212 Epoch 30 Batch 942/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.881, Loss: 0.259 Epoch 30 Batch 943/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.252 Epoch 30 Batch 944/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.891, Loss: 0.221 Epoch 30 Batch 945/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.223 Epoch 30 Batch 946/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.891, Loss: 0.218 Epoch 30 Batch 947/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.891, Loss: 0.266 Epoch 30 Batch 948/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.891, Loss: 0.227 Epoch 30 Batch 949/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.892, Loss: 0.191 Epoch 30 Batch 950/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.225 Epoch 30 Batch 951/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.882, Loss: 0.216 Epoch 30 Batch 952/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.882, Loss: 0.208 Epoch 30 Batch 953/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.882, Loss: 0.215 Epoch 30 Batch 954/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.885, Loss: 0.241 Epoch 30 Batch 955/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.885, Loss: 0.243 Epoch 30 Batch 956/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.244 Epoch 30 Batch 957/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.890, Loss: 0.240 Epoch 30 Batch 958/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.884, Loss: 0.235 Epoch 30 Batch 959/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.225 Epoch 30 Batch 960/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.227 Epoch 30 Batch 961/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.892, Loss: 0.259 Epoch 30 Batch 962/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.239 Epoch 30 Batch 963/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.273 Epoch 30 Batch 964/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.217 Epoch 30 Batch 965/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.264 Epoch 30 Batch 966/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.194 Epoch 30 Batch 967/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.892, Loss: 0.217 Epoch 30 Batch 968/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.887, Loss: 0.280 Epoch 30 Batch 969/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.884, Loss: 0.254 Epoch 30 Batch 970/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.241 Epoch 30 Batch 971/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.873, Loss: 0.223 Epoch 30 Batch 972/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.869, Loss: 0.227 Epoch 30 Batch 973/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.868, Loss: 0.214 Epoch 30 Batch 974/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.872, Loss: 0.233 Epoch 30 Batch 975/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.881, Loss: 0.219 Epoch 30 Batch 976/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.881, Loss: 0.222 Epoch 30 Batch 977/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.881, Loss: 0.234 Epoch 30 Batch 978/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.882, Loss: 0.242 Epoch 30 Batch 979/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.886, Loss: 0.256 Epoch 30 Batch 980/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.891, Loss: 0.237 Epoch 30 Batch 981/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.888, Loss: 0.237 Epoch 30 Batch 982/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.233 Epoch 30 Batch 983/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.888, Loss: 0.251 Epoch 30 Batch 984/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.247 Epoch 30 Batch 985/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.892, Loss: 0.206 Epoch 30 Batch 986/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.905, Loss: 0.247 Epoch 30 Batch 987/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.904, Loss: 0.218 Epoch 30 Batch 988/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.269 Epoch 30 Batch 989/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.247 Epoch 30 Batch 990/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.254 Epoch 30 Batch 991/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.243 Epoch 30 Batch 992/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.240 Epoch 30 Batch 993/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.201 Epoch 30 Batch 994/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.904, Loss: 0.225 Epoch 30 Batch 995/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.231 Epoch 30 Batch 996/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.903, Loss: 0.226 Epoch 30 Batch 997/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.235 Epoch 30 Batch 998/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.904, Loss: 0.227 Epoch 30 Batch 999/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.226 Epoch 30 Batch 1000/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.907, Loss: 0.228 Epoch 30 Batch 1001/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.201 Epoch 30 Batch 1002/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.216 Epoch 30 Batch 1003/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.230 Epoch 30 Batch 1004/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.259 Epoch 30 Batch 1005/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.899, Loss: 0.244 Epoch 30 Batch 1006/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.898, Loss: 0.223 Epoch 30 Batch 1007/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.226 Epoch 30 Batch 1008/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.278 Epoch 30 Batch 1009/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.896, Loss: 0.203 Epoch 30 Batch 1010/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.230 Epoch 30 Batch 1011/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.242 Epoch 30 Batch 1012/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.897, Loss: 0.212 Epoch 30 Batch 1013/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.226 Epoch 30 Batch 1014/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.893, Loss: 0.253 Epoch 30 Batch 1015/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.895, Loss: 0.247 Epoch 30 Batch 1016/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.891, Loss: 0.240 Epoch 30 Batch 1017/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.892, Loss: 0.228 Epoch 30 Batch 1018/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.892, Loss: 0.237 Epoch 30 Batch 1019/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.888, Loss: 0.248 Epoch 30 Batch 1020/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.882, Loss: 0.221 Epoch 30 Batch 1021/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.882, Loss: 0.216 Epoch 30 Batch 1022/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.882, Loss: 0.225 Epoch 30 Batch 1023/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.882, Loss: 0.221 Epoch 30 Batch 1024/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.886, Loss: 0.255 Epoch 30 Batch 1025/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.890, Loss: 0.258 Epoch 30 Batch 1026/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.890, Loss: 0.239 Epoch 30 Batch 1027/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.234 Epoch 30 Batch 1028/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.887, Loss: 0.241 Epoch 30 Batch 1029/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.883, Loss: 0.219 Epoch 30 Batch 1030/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.882, Loss: 0.227 Epoch 30 Batch 1031/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.883, Loss: 0.279 Epoch 30 Batch 1032/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.883, Loss: 0.248 Epoch 30 Batch 1033/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.882, Loss: 0.228 Epoch 30 Batch 1034/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.888, Loss: 0.238 Epoch 30 Batch 1035/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.890, Loss: 0.208 Epoch 30 Batch 1036/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.251 Epoch 30 Batch 1037/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.886, Loss: 0.253 Epoch 30 Batch 1038/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.887, Loss: 0.246 Epoch 30 Batch 1039/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.882, Loss: 0.230 Epoch 30 Batch 1040/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.881, Loss: 0.265 Epoch 30 Batch 1041/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.881, Loss: 0.257 Epoch 30 Batch 1042/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.881, Loss: 0.235 Epoch 30 Batch 1043/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.881, Loss: 0.266 Epoch 30 Batch 1044/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.881, Loss: 0.242 Epoch 30 Batch 1045/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.881, Loss: 0.253 Epoch 30 Batch 1046/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.881, Loss: 0.208 Epoch 30 Batch 1047/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.880, Loss: 0.243 Epoch 30 Batch 1048/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.222 Epoch 30 Batch 1049/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.885, Loss: 0.261 Epoch 30 Batch 1050/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.233 Epoch 30 Batch 1051/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.237 Epoch 30 Batch 1052/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.220 Epoch 30 Batch 1053/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.891, Loss: 0.235 Epoch 30 Batch 1054/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.212 Epoch 30 Batch 1055/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.890, Loss: 0.242 Epoch 30 Batch 1056/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.216 Epoch 30 Batch 1057/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.896, Loss: 0.266 Epoch 30 Batch 1058/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.901, Loss: 0.257 Epoch 30 Batch 1059/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.902, Loss: 0.244 Epoch 30 Batch 1060/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.897, Loss: 0.221 Epoch 30 Batch 1061/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.896, Loss: 0.244 Epoch 30 Batch 1062/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.240 Epoch 30 Batch 1063/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.899, Loss: 0.227 Epoch 30 Batch 1064/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.237 Epoch 30 Batch 1065/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.240 Epoch 30 Batch 1066/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.212 Epoch 30 Batch 1067/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.236 Epoch 30 Batch 1068/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.236 Epoch 30 Batch 1069/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.210 Epoch 30 Batch 1070/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.237 Epoch 30 Batch 1071/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.889, Loss: 0.228 Epoch 30 Batch 1072/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.889, Loss: 0.237 Epoch 30 Batch 1073/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.243 Epoch 30 Batch 1074/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.250 Epoch 30 Batch 1075/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.897, Loss: 0.265 Epoch 31 Batch 0/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.206 Epoch 31 Batch 1/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.237 Epoch 31 Batch 2/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.896, Loss: 0.236 Epoch 31 Batch 3/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.896, Loss: 0.245 Epoch 31 Batch 4/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.236 Epoch 31 Batch 5/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.274 Epoch 31 Batch 6/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.891, Loss: 0.247 Epoch 31 Batch 7/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.210 Epoch 31 Batch 8/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.886, Loss: 0.229 Epoch 31 Batch 9/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.875, Loss: 0.251 Epoch 31 Batch 10/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.875, Loss: 0.226 Epoch 31 Batch 11/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.868, Loss: 0.236 Epoch 31 Batch 12/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.869, Loss: 0.228 Epoch 31 Batch 13/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.864, Loss: 0.239 Epoch 31 Batch 14/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.870, Loss: 0.212 Epoch 31 Batch 15/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.874, Loss: 0.228 Epoch 31 Batch 16/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.873, Loss: 0.249 Epoch 31 Batch 17/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.873, Loss: 0.227 Epoch 31 Batch 18/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.243 Epoch 31 Batch 19/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.874, Loss: 0.228 Epoch 31 Batch 20/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.213 Epoch 31 Batch 21/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.869, Loss: 0.246 Epoch 31 Batch 22/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.876, Loss: 0.222 Epoch 31 Batch 23/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.879, Loss: 0.229 Epoch 31 Batch 24/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.880, Loss: 0.243 Epoch 31 Batch 25/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.880, Loss: 0.213 Epoch 31 Batch 26/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.880, Loss: 0.242 Epoch 31 Batch 27/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.880, Loss: 0.202 Epoch 31 Batch 28/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.880, Loss: 0.221 Epoch 31 Batch 29/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.887, Loss: 0.221 Epoch 31 Batch 30/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.223 Epoch 31 Batch 31/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.238 Epoch 31 Batch 32/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.218 Epoch 31 Batch 33/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.885, Loss: 0.212 Epoch 31 Batch 34/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.232 Epoch 31 Batch 35/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.884, Loss: 0.223 Epoch 31 Batch 36/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.884, Loss: 0.230 Epoch 31 Batch 37/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.884, Loss: 0.229 Epoch 31 Batch 38/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.884, Loss: 0.258 Epoch 31 Batch 39/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.885, Loss: 0.268 Epoch 31 Batch 40/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.232 Epoch 31 Batch 41/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.882, Loss: 0.238 Epoch 31 Batch 42/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.882, Loss: 0.245 Epoch 31 Batch 43/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.220 Epoch 31 Batch 44/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.232 Epoch 31 Batch 45/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.892, Loss: 0.252 Epoch 31 Batch 46/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.896, Loss: 0.250 Epoch 31 Batch 47/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.240 Epoch 31 Batch 48/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.896, Loss: 0.259 Epoch 31 Batch 49/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.248 Epoch 31 Batch 50/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.908, Loss: 0.227 Epoch 31 Batch 51/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.214 Epoch 31 Batch 52/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.230 Epoch 31 Batch 53/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.226 Epoch 31 Batch 54/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.903, Loss: 0.279 Epoch 31 Batch 55/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.227 Epoch 31 Batch 56/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.201 Epoch 31 Batch 57/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.212 Epoch 31 Batch 58/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.225 Epoch 31 Batch 59/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.896, Loss: 0.238 Epoch 31 Batch 60/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.895, Loss: 0.222 Epoch 31 Batch 61/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.246 Epoch 31 Batch 62/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.891, Loss: 0.241 Epoch 31 Batch 63/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.887, Loss: 0.203 Epoch 31 Batch 64/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.882, Loss: 0.225 Epoch 31 Batch 65/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.885, Loss: 0.226 Epoch 31 Batch 66/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.886, Loss: 0.194 Epoch 31 Batch 67/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.882, Loss: 0.231 Epoch 31 Batch 68/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.883, Loss: 0.238 Epoch 31 Batch 69/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.882, Loss: 0.277 Epoch 31 Batch 70/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.882, Loss: 0.240 Epoch 31 Batch 71/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.881, Loss: 0.207 Epoch 31 Batch 72/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.237 Epoch 31 Batch 73/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.890, Loss: 0.227 Epoch 31 Batch 74/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.887, Loss: 0.207 Epoch 31 Batch 75/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.253 Epoch 31 Batch 76/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.894, Loss: 0.186 Epoch 31 Batch 77/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.900, Loss: 0.233 Epoch 31 Batch 78/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.895, Loss: 0.237 Epoch 31 Batch 79/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.240 Epoch 31 Batch 80/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.244 Epoch 31 Batch 81/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.902, Loss: 0.210 Epoch 31 Batch 82/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.217 Epoch 31 Batch 83/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.246 Epoch 31 Batch 84/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.223 Epoch 31 Batch 85/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.228 Epoch 31 Batch 86/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.240 Epoch 31 Batch 87/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.885, Loss: 0.259 Epoch 31 Batch 88/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.881, Loss: 0.254 Epoch 31 Batch 89/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.887, Loss: 0.230 Epoch 31 Batch 90/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.243 Epoch 31 Batch 91/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.893, Loss: 0.206 Epoch 31 Batch 92/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.255 Epoch 31 Batch 93/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.234 Epoch 31 Batch 94/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.212 Epoch 31 Batch 95/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.270 Epoch 31 Batch 96/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.213 Epoch 31 Batch 97/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.901, Loss: 0.223 Epoch 31 Batch 98/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.226 Epoch 31 Batch 99/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.259 Epoch 31 Batch 100/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.901, Loss: 0.225 Epoch 31 Batch 101/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.900, Loss: 0.242 Epoch 31 Batch 102/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.240 Epoch 31 Batch 103/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.896, Loss: 0.258 Epoch 31 Batch 104/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.894, Loss: 0.230 Epoch 31 Batch 105/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.239 Epoch 31 Batch 106/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.892, Loss: 0.279 Epoch 31 Batch 107/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.887, Loss: 0.236 Epoch 31 Batch 108/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.888, Loss: 0.220 Epoch 31 Batch 109/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.887, Loss: 0.220 Epoch 31 Batch 110/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.200 Epoch 31 Batch 111/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.226 Epoch 31 Batch 112/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.896, Loss: 0.230 Epoch 31 Batch 113/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.250 Epoch 31 Batch 114/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.217 Epoch 31 Batch 115/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.891, Loss: 0.251 Epoch 31 Batch 116/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.897, Loss: 0.231 Epoch 31 Batch 117/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.891, Loss: 0.239 Epoch 31 Batch 118/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.891, Loss: 0.242 Epoch 31 Batch 119/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.219 Epoch 31 Batch 120/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.274 Epoch 31 Batch 121/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.211 Epoch 31 Batch 122/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.232 Epoch 31 Batch 123/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.191 Epoch 31 Batch 124/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.239 Epoch 31 Batch 125/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.236 Epoch 31 Batch 126/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.898, Loss: 0.210 Epoch 31 Batch 127/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.236 Epoch 31 Batch 128/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.222 Epoch 31 Batch 129/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.244 Epoch 31 Batch 130/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.234 Epoch 31 Batch 131/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.883, Loss: 0.216 Epoch 31 Batch 132/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.886, Loss: 0.225 Epoch 31 Batch 133/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.880, Loss: 0.212 Epoch 31 Batch 134/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.875, Loss: 0.225 Epoch 31 Batch 135/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.228 Epoch 31 Batch 136/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.879, Loss: 0.226 Epoch 31 Batch 137/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.879, Loss: 0.199 Epoch 31 Batch 138/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.880, Loss: 0.231 Epoch 31 Batch 139/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.877, Loss: 0.249 Epoch 31 Batch 140/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.877, Loss: 0.237 Epoch 31 Batch 141/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.221 Epoch 31 Batch 142/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.881, Loss: 0.221 Epoch 31 Batch 143/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.881, Loss: 0.245 Epoch 31 Batch 144/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.876, Loss: 0.259 Epoch 31 Batch 145/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.876, Loss: 0.233 Epoch 31 Batch 146/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.878, Loss: 0.268 Epoch 31 Batch 147/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.881, Loss: 0.253 Epoch 31 Batch 148/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.881, Loss: 0.227 Epoch 31 Batch 149/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.233 Epoch 31 Batch 150/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.217 Epoch 31 Batch 151/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.223 Epoch 31 Batch 152/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.244 Epoch 31 Batch 153/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.243 Epoch 31 Batch 154/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.253 Epoch 31 Batch 155/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.230 Epoch 31 Batch 156/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.902, Loss: 0.218 Epoch 31 Batch 157/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.245 Epoch 31 Batch 158/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.229 Epoch 31 Batch 159/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.203 Epoch 31 Batch 160/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.216 Epoch 31 Batch 161/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.235 Epoch 31 Batch 162/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.267 Epoch 31 Batch 163/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.269 Epoch 31 Batch 164/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.248 Epoch 31 Batch 165/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.897, Loss: 0.226 Epoch 31 Batch 166/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.259 Epoch 31 Batch 167/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.896, Loss: 0.225 Epoch 31 Batch 168/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.267 Epoch 31 Batch 169/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.896, Loss: 0.236 Epoch 31 Batch 170/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.896, Loss: 0.258 Epoch 31 Batch 171/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.211 Epoch 31 Batch 172/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.226 Epoch 31 Batch 173/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.237 Epoch 31 Batch 174/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.890, Loss: 0.226 Epoch 31 Batch 175/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.217 Epoch 31 Batch 176/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.225 Epoch 31 Batch 177/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.248 Epoch 31 Batch 178/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.213 Epoch 31 Batch 179/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.250 Epoch 31 Batch 180/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.238 Epoch 31 Batch 181/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.892, Loss: 0.252 Epoch 31 Batch 182/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.222 Epoch 31 Batch 183/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.892, Loss: 0.247 Epoch 31 Batch 184/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.218 Epoch 31 Batch 185/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.240 Epoch 31 Batch 186/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.237 Epoch 31 Batch 187/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.889, Loss: 0.219 Epoch 31 Batch 188/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.889, Loss: 0.248 Epoch 31 Batch 189/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.222 Epoch 31 Batch 190/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.891, Loss: 0.227 Epoch 31 Batch 191/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.212 Epoch 31 Batch 192/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.232 Epoch 31 Batch 193/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.208 Epoch 31 Batch 194/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.196 Epoch 31 Batch 195/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.219 Epoch 31 Batch 196/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.225 Epoch 31 Batch 197/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.225 Epoch 31 Batch 198/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.893, Loss: 0.226 Epoch 31 Batch 199/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.208 Epoch 31 Batch 200/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.895, Loss: 0.229 Epoch 31 Batch 201/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.214 Epoch 31 Batch 202/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.260 Epoch 31 Batch 203/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.227 Epoch 31 Batch 204/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.897, Loss: 0.275 Epoch 31 Batch 205/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.898, Loss: 0.237 Epoch 31 Batch 206/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.894, Loss: 0.218 Epoch 31 Batch 207/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.224 Epoch 31 Batch 208/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.253 Epoch 31 Batch 209/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.189 Epoch 31 Batch 210/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.892, Loss: 0.241 Epoch 31 Batch 211/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.890, Loss: 0.210 Epoch 31 Batch 212/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.887, Loss: 0.205 Epoch 31 Batch 213/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.888, Loss: 0.213 Epoch 31 Batch 214/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.888, Loss: 0.226 Epoch 31 Batch 215/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.880, Loss: 0.254 Epoch 31 Batch 216/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.885, Loss: 0.240 Epoch 31 Batch 217/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.197 Epoch 31 Batch 218/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.890, Loss: 0.277 Epoch 31 Batch 219/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.234 Epoch 31 Batch 220/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.889, Loss: 0.231 Epoch 31 Batch 221/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.241 Epoch 31 Batch 222/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.890, Loss: 0.215 Epoch 31 Batch 223/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.885, Loss: 0.193 Epoch 31 Batch 224/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.884, Loss: 0.225 Epoch 31 Batch 225/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.883, Loss: 0.248 Epoch 31 Batch 226/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.887, Loss: 0.225 Epoch 31 Batch 227/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.888, Loss: 0.259 Epoch 31 Batch 228/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.206 Epoch 31 Batch 229/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.234 Epoch 31 Batch 230/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.215 Epoch 31 Batch 231/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.897, Loss: 0.260 Epoch 31 Batch 232/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.248 Epoch 31 Batch 233/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.271 Epoch 31 Batch 234/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.894, Loss: 0.251 Epoch 31 Batch 235/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.895, Loss: 0.233 Epoch 31 Batch 236/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.260 Epoch 31 Batch 237/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.216 Epoch 31 Batch 238/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.232 Epoch 31 Batch 239/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.899, Loss: 0.204 Epoch 31 Batch 240/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.897, Loss: 0.200 Epoch 31 Batch 241/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.199 Epoch 31 Batch 242/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.898, Loss: 0.213 Epoch 31 Batch 243/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.234 Epoch 31 Batch 244/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.899, Loss: 0.236 Epoch 31 Batch 245/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.900, Loss: 0.219 Epoch 31 Batch 246/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.227 Epoch 31 Batch 247/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.897, Loss: 0.238 Epoch 31 Batch 248/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.227 Epoch 31 Batch 249/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.227 Epoch 31 Batch 250/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.209 Epoch 31 Batch 251/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.888, Loss: 0.229 Epoch 31 Batch 252/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.216 Epoch 31 Batch 253/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.889, Loss: 0.235 Epoch 31 Batch 254/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.888, Loss: 0.229 Epoch 31 Batch 255/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.240 Epoch 31 Batch 256/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.891, Loss: 0.273 Epoch 31 Batch 257/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.895, Loss: 0.246 Epoch 31 Batch 258/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.231 Epoch 31 Batch 259/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.213 Epoch 31 Batch 260/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.905, Loss: 0.230 Epoch 31 Batch 261/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.905, Loss: 0.229 Epoch 31 Batch 262/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.904, Loss: 0.233 Epoch 31 Batch 263/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.207 Epoch 31 Batch 264/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.256 Epoch 31 Batch 265/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.902, Loss: 0.231 Epoch 31 Batch 266/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.901, Loss: 0.228 Epoch 31 Batch 267/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.197 Epoch 31 Batch 268/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.256 Epoch 31 Batch 269/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.245 Epoch 31 Batch 270/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.897, Loss: 0.250 Epoch 31 Batch 271/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.213 Epoch 31 Batch 272/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.890, Loss: 0.289 Epoch 31 Batch 273/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.212 Epoch 31 Batch 274/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.244 Epoch 31 Batch 275/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.889, Loss: 0.230 Epoch 31 Batch 276/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.885, Loss: 0.252 Epoch 31 Batch 277/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.881, Loss: 0.200 Epoch 31 Batch 278/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.881, Loss: 0.263 Epoch 31 Batch 279/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.879, Loss: 0.261 Epoch 31 Batch 280/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.879, Loss: 0.243 Epoch 31 Batch 281/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.245 Epoch 31 Batch 282/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.881, Loss: 0.264 Epoch 31 Batch 283/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.880, Loss: 0.249 Epoch 31 Batch 284/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.881, Loss: 0.253 Epoch 31 Batch 285/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.237 Epoch 31 Batch 286/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.883, Loss: 0.226 Epoch 31 Batch 287/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.883, Loss: 0.231 Epoch 31 Batch 288/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.881, Loss: 0.243 Epoch 31 Batch 289/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.253 Epoch 31 Batch 290/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.254 Epoch 31 Batch 291/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.254 Epoch 31 Batch 292/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.890, Loss: 0.242 Epoch 31 Batch 293/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.895, Loss: 0.248 Epoch 31 Batch 294/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.223 Epoch 31 Batch 295/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.895, Loss: 0.269 Epoch 31 Batch 296/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.214 Epoch 31 Batch 297/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.892, Loss: 0.257 Epoch 31 Batch 298/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.885, Loss: 0.262 Epoch 31 Batch 299/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.885, Loss: 0.224 Epoch 31 Batch 300/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.885, Loss: 0.217 Epoch 31 Batch 301/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.891, Loss: 0.235 Epoch 31 Batch 302/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.218 Epoch 31 Batch 303/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.894, Loss: 0.236 Epoch 31 Batch 304/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.217 Epoch 31 Batch 305/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.241 Epoch 31 Batch 306/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.221 Epoch 31 Batch 307/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.895, Loss: 0.221 Epoch 31 Batch 308/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.254 Epoch 31 Batch 309/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.213 Epoch 31 Batch 310/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.892, Loss: 0.246 Epoch 31 Batch 311/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.883, Loss: 0.208 Epoch 31 Batch 312/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.887, Loss: 0.248 Epoch 31 Batch 313/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.883, Loss: 0.208 Epoch 31 Batch 314/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.881, Loss: 0.228 Epoch 31 Batch 315/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.882, Loss: 0.220 Epoch 31 Batch 316/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.887, Loss: 0.219 Epoch 31 Batch 317/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.250 Epoch 31 Batch 318/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.888, Loss: 0.244 Epoch 31 Batch 319/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.893, Loss: 0.246 Epoch 31 Batch 320/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.240 Epoch 31 Batch 321/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.893, Loss: 0.232 Epoch 31 Batch 322/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.888, Loss: 0.208 Epoch 31 Batch 323/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.887, Loss: 0.229 Epoch 31 Batch 324/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.222 Epoch 31 Batch 325/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.214 Epoch 31 Batch 326/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.220 Epoch 31 Batch 327/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.888, Loss: 0.260 Epoch 31 Batch 328/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.888, Loss: 0.248 Epoch 31 Batch 329/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.239 Epoch 31 Batch 330/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.221 Epoch 31 Batch 331/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.230 Epoch 31 Batch 332/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.890, Loss: 0.197 Epoch 31 Batch 333/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.889, Loss: 0.219 Epoch 31 Batch 334/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.886, Loss: 0.220 Epoch 31 Batch 335/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.884, Loss: 0.232 Epoch 31 Batch 336/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.883, Loss: 0.249 Epoch 31 Batch 337/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.885, Loss: 0.252 Epoch 31 Batch 338/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.890, Loss: 0.263 Epoch 31 Batch 339/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.219 Epoch 31 Batch 340/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.243 Epoch 31 Batch 341/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.900, Loss: 0.297 Epoch 31 Batch 342/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.900, Loss: 0.231 Epoch 31 Batch 343/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.217 Epoch 31 Batch 344/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.242 Epoch 31 Batch 345/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.234 Epoch 31 Batch 346/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.225 Epoch 31 Batch 347/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.895, Loss: 0.208 Epoch 31 Batch 348/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.222 Epoch 31 Batch 349/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.898, Loss: 0.225 Epoch 31 Batch 350/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.246 Epoch 31 Batch 351/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.897, Loss: 0.243 Epoch 31 Batch 352/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.254 Epoch 31 Batch 353/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.892, Loss: 0.259 Epoch 31 Batch 354/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.892, Loss: 0.246 Epoch 31 Batch 355/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.890, Loss: 0.235 Epoch 31 Batch 356/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.236 Epoch 31 Batch 357/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.216 Epoch 31 Batch 358/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.888, Loss: 0.235 Epoch 31 Batch 359/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.889, Loss: 0.233 Epoch 31 Batch 360/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.248 Epoch 31 Batch 361/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.228 Epoch 31 Batch 362/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.225 Epoch 31 Batch 363/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.888, Loss: 0.247 Epoch 31 Batch 364/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.884, Loss: 0.246 Epoch 31 Batch 365/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.884, Loss: 0.222 Epoch 31 Batch 366/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.226 Epoch 31 Batch 367/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.205 Epoch 31 Batch 368/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.246 Epoch 31 Batch 369/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.888, Loss: 0.205 Epoch 31 Batch 370/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.883, Loss: 0.231 Epoch 31 Batch 371/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.218 Epoch 31 Batch 372/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.884, Loss: 0.203 Epoch 31 Batch 373/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.882, Loss: 0.207 Epoch 31 Batch 374/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.883, Loss: 0.261 Epoch 31 Batch 375/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.885, Loss: 0.230 Epoch 31 Batch 376/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.235 Epoch 31 Batch 377/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.238 Epoch 31 Batch 378/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.213 Epoch 31 Batch 379/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.890, Loss: 0.240 Epoch 31 Batch 380/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.225 Epoch 31 Batch 381/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.887, Loss: 0.246 Epoch 31 Batch 382/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.889, Loss: 0.271 Epoch 31 Batch 383/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.238 Epoch 31 Batch 384/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.244 Epoch 31 Batch 385/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.229 Epoch 31 Batch 386/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.228 Epoch 31 Batch 387/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.233 Epoch 31 Batch 388/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.887, Loss: 0.219 Epoch 31 Batch 389/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.885, Loss: 0.229 Epoch 31 Batch 390/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.876, Loss: 0.264 Epoch 31 Batch 391/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.881, Loss: 0.240 Epoch 31 Batch 392/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.883, Loss: 0.238 Epoch 31 Batch 393/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.883, Loss: 0.210 Epoch 31 Batch 394/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.234 Epoch 31 Batch 395/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.878, Loss: 0.216 Epoch 31 Batch 396/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.264 Epoch 31 Batch 397/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.230 Epoch 31 Batch 398/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.884, Loss: 0.235 Epoch 31 Batch 399/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.884, Loss: 0.239 Epoch 31 Batch 400/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.884, Loss: 0.284 Epoch 31 Batch 401/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.213 Epoch 31 Batch 402/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.221 Epoch 31 Batch 403/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.881, Loss: 0.242 Epoch 31 Batch 404/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.881, Loss: 0.215 Epoch 31 Batch 405/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.883, Loss: 0.245 Epoch 31 Batch 406/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.888, Loss: 0.207 Epoch 31 Batch 407/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.885, Loss: 0.250 Epoch 31 Batch 408/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.885, Loss: 0.240 Epoch 31 Batch 409/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.894, Loss: 0.261 Epoch 31 Batch 410/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.899, Loss: 0.246 Epoch 31 Batch 411/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.232 Epoch 31 Batch 412/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.209 Epoch 31 Batch 413/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.901, Loss: 0.227 Epoch 31 Batch 414/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.901, Loss: 0.226 Epoch 31 Batch 415/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.228 Epoch 31 Batch 416/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.223 Epoch 31 Batch 417/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.899, Loss: 0.281 Epoch 31 Batch 418/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.895, Loss: 0.237 Epoch 31 Batch 419/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.227 Epoch 31 Batch 420/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.229 Epoch 31 Batch 421/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.894, Loss: 0.271 Epoch 31 Batch 422/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.894, Loss: 0.227 Epoch 31 Batch 423/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.251 Epoch 31 Batch 424/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.891, Loss: 0.239 Epoch 31 Batch 425/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.888, Loss: 0.203 Epoch 31 Batch 426/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.889, Loss: 0.252 Epoch 31 Batch 427/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.886, Loss: 0.241 Epoch 31 Batch 428/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.228 Epoch 31 Batch 429/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.215 Epoch 31 Batch 430/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.887, Loss: 0.216 Epoch 31 Batch 431/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.883, Loss: 0.228 Epoch 31 Batch 432/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.247 Epoch 31 Batch 433/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.880, Loss: 0.238 Epoch 31 Batch 434/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.880, Loss: 0.237 Epoch 31 Batch 435/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.881, Loss: 0.248 Epoch 31 Batch 436/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.234 Epoch 31 Batch 437/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.875, Loss: 0.228 Epoch 31 Batch 438/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.879, Loss: 0.238 Epoch 31 Batch 439/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.245 Epoch 31 Batch 440/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.876, Loss: 0.254 Epoch 31 Batch 441/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.872, Loss: 0.244 Epoch 31 Batch 442/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.874, Loss: 0.216 Epoch 31 Batch 443/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.879, Loss: 0.226 Epoch 31 Batch 444/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.875, Loss: 0.210 Epoch 31 Batch 445/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.241 Epoch 31 Batch 446/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.890, Loss: 0.197 Epoch 31 Batch 447/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.226 Epoch 31 Batch 448/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.894, Loss: 0.262 Epoch 31 Batch 449/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.883, Loss: 0.238 Epoch 31 Batch 450/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.884, Loss: 0.248 Epoch 31 Batch 451/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.884, Loss: 0.230 Epoch 31 Batch 452/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.252 Epoch 31 Batch 453/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.876, Loss: 0.229 Epoch 31 Batch 454/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.883, Loss: 0.225 Epoch 31 Batch 455/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.882, Loss: 0.224 Epoch 31 Batch 456/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.878, Loss: 0.250 Epoch 31 Batch 457/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.216 Epoch 31 Batch 458/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.245 Epoch 31 Batch 459/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.237 Epoch 31 Batch 460/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.232 Epoch 31 Batch 461/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.242 Epoch 31 Batch 462/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.892, Loss: 0.225 Epoch 31 Batch 463/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.236 Epoch 31 Batch 464/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.891, Loss: 0.223 Epoch 31 Batch 465/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.888, Loss: 0.257 Epoch 31 Batch 466/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.884, Loss: 0.223 Epoch 31 Batch 467/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.883, Loss: 0.224 Epoch 31 Batch 468/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.883, Loss: 0.248 Epoch 31 Batch 469/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.881, Loss: 0.234 Epoch 31 Batch 470/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.876, Loss: 0.233 Epoch 31 Batch 471/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.877, Loss: 0.207 Epoch 31 Batch 472/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.875, Loss: 0.210 Epoch 31 Batch 473/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.875, Loss: 0.266 Epoch 31 Batch 474/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.875, Loss: 0.233 Epoch 31 Batch 475/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.877, Loss: 0.229 Epoch 31 Batch 476/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.877, Loss: 0.214 Epoch 31 Batch 477/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.881, Loss: 0.230 Epoch 31 Batch 478/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.883, Loss: 0.231 Epoch 31 Batch 479/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.883, Loss: 0.246 Epoch 31 Batch 480/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.237 Epoch 31 Batch 481/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.222 Epoch 31 Batch 482/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.900, Loss: 0.251 Epoch 31 Batch 483/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.240 Epoch 31 Batch 484/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.903, Loss: 0.230 Epoch 31 Batch 485/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.231 Epoch 31 Batch 486/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.222 Epoch 31 Batch 487/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.241 Epoch 31 Batch 488/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.214 Epoch 31 Batch 489/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.214 Epoch 31 Batch 490/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.227 Epoch 31 Batch 491/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.255 Epoch 31 Batch 492/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.900, Loss: 0.248 Epoch 31 Batch 493/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.887, Loss: 0.224 Epoch 31 Batch 494/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.878, Loss: 0.216 Epoch 31 Batch 495/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.219 Epoch 31 Batch 496/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.877, Loss: 0.250 Epoch 31 Batch 497/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.877, Loss: 0.260 Epoch 31 Batch 498/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.874, Loss: 0.220 Epoch 31 Batch 499/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.879, Loss: 0.222 Epoch 31 Batch 500/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.880, Loss: 0.218 Epoch 31 Batch 501/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.889, Loss: 0.218 Epoch 31 Batch 502/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.888, Loss: 0.219 Epoch 31 Batch 503/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.242 Epoch 31 Batch 504/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.231 Epoch 31 Batch 505/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.881, Loss: 0.186 Epoch 31 Batch 506/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.221 Epoch 31 Batch 507/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.887, Loss: 0.229 Epoch 31 Batch 508/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.886, Loss: 0.201 Epoch 31 Batch 509/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.896, Loss: 0.254 Epoch 31 Batch 510/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.220 Epoch 31 Batch 511/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.892, Loss: 0.240 Epoch 31 Batch 512/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.888, Loss: 0.223 Epoch 31 Batch 513/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.884, Loss: 0.240 Epoch 31 Batch 514/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.889, Loss: 0.236 Epoch 31 Batch 515/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.220 Epoch 31 Batch 516/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.883, Loss: 0.223 Epoch 31 Batch 517/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.884, Loss: 0.225 Epoch 31 Batch 518/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.880, Loss: 0.201 Epoch 31 Batch 519/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.880, Loss: 0.233 Epoch 31 Batch 520/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.881, Loss: 0.220 Epoch 31 Batch 521/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.879, Loss: 0.234 Epoch 31 Batch 522/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.886, Loss: 0.255 Epoch 31 Batch 523/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.881, Loss: 0.232 Epoch 31 Batch 524/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.877, Loss: 0.239 Epoch 31 Batch 525/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.877, Loss: 0.235 Epoch 31 Batch 526/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.876, Loss: 0.224 Epoch 31 Batch 527/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.874, Loss: 0.239 Epoch 31 Batch 528/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.874, Loss: 0.212 Epoch 31 Batch 529/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.872, Loss: 0.225 Epoch 31 Batch 530/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.876, Loss: 0.251 Epoch 31 Batch 531/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.876, Loss: 0.237 Epoch 31 Batch 532/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.880, Loss: 0.247 Epoch 31 Batch 533/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.880, Loss: 0.260 Epoch 31 Batch 534/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.878, Loss: 0.247 Epoch 31 Batch 535/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.878, Loss: 0.232 Epoch 31 Batch 536/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.878, Loss: 0.219 Epoch 31 Batch 537/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.877, Loss: 0.224 Epoch 31 Batch 538/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.884, Loss: 0.200 Epoch 31 Batch 539/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.884, Loss: 0.246 Epoch 31 Batch 540/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.884, Loss: 0.213 Epoch 31 Batch 541/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.215 Epoch 31 Batch 542/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.226 Epoch 31 Batch 543/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.890, Loss: 0.229 Epoch 31 Batch 544/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.211 Epoch 31 Batch 545/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.233 Epoch 31 Batch 546/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.241 Epoch 31 Batch 547/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.237 Epoch 31 Batch 548/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.247 Epoch 31 Batch 549/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.896, Loss: 0.248 Epoch 31 Batch 550/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.895, Loss: 0.240 Epoch 31 Batch 551/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.893, Loss: 0.239 Epoch 31 Batch 552/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.251 Epoch 31 Batch 553/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.260 Epoch 31 Batch 554/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.897, Loss: 0.223 Epoch 31 Batch 555/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.220 Epoch 31 Batch 556/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.215 Epoch 31 Batch 557/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.231 Epoch 31 Batch 558/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.228 Epoch 31 Batch 559/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.237 Epoch 31 Batch 560/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.227 Epoch 31 Batch 561/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.896, Loss: 0.216 Epoch 31 Batch 562/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.203 Epoch 31 Batch 563/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.884, Loss: 0.242 Epoch 31 Batch 564/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.879, Loss: 0.241 Epoch 31 Batch 565/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.875, Loss: 0.246 Epoch 31 Batch 566/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.875, Loss: 0.263 Epoch 31 Batch 567/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.880, Loss: 0.255 Epoch 31 Batch 568/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.885, Loss: 0.244 Epoch 31 Batch 569/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.228 Epoch 31 Batch 570/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.886, Loss: 0.256 Epoch 31 Batch 571/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.886, Loss: 0.225 Epoch 31 Batch 572/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.889, Loss: 0.229 Epoch 31 Batch 573/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.889, Loss: 0.255 Epoch 31 Batch 574/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.897, Loss: 0.244 Epoch 31 Batch 575/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.226 Epoch 31 Batch 576/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.897, Loss: 0.228 Epoch 31 Batch 577/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.251 Epoch 31 Batch 578/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.896, Loss: 0.237 Epoch 31 Batch 579/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.891, Loss: 0.218 Epoch 31 Batch 580/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.195 Epoch 31 Batch 581/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.215 Epoch 31 Batch 582/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.896, Loss: 0.228 Epoch 31 Batch 583/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.246 Epoch 31 Batch 584/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.900, Loss: 0.236 Epoch 31 Batch 585/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.207 Epoch 31 Batch 586/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.906, Loss: 0.248 Epoch 31 Batch 587/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.902, Loss: 0.234 Epoch 31 Batch 588/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.198 Epoch 31 Batch 589/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.900, Loss: 0.237 Epoch 31 Batch 590/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.236 Epoch 31 Batch 591/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.894, Loss: 0.218 Epoch 31 Batch 592/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.242 Epoch 31 Batch 593/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.249 Epoch 31 Batch 594/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.239 Epoch 31 Batch 595/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.235 Epoch 31 Batch 596/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.238 Epoch 31 Batch 597/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.238 Epoch 31 Batch 598/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.897, Loss: 0.232 Epoch 31 Batch 599/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.288 Epoch 31 Batch 600/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.891, Loss: 0.230 Epoch 31 Batch 601/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.895, Loss: 0.226 Epoch 31 Batch 602/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.895, Loss: 0.242 Epoch 31 Batch 603/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.235 Epoch 31 Batch 604/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.260 Epoch 31 Batch 605/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.268 Epoch 31 Batch 606/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.887, Loss: 0.199 Epoch 31 Batch 607/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.887, Loss: 0.230 Epoch 31 Batch 608/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.238 Epoch 31 Batch 609/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.881, Loss: 0.251 Epoch 31 Batch 610/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.877, Loss: 0.247 Epoch 31 Batch 611/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.233 Epoch 31 Batch 612/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.882, Loss: 0.214 Epoch 31 Batch 613/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.882, Loss: 0.246 Epoch 31 Batch 614/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.882, Loss: 0.228 Epoch 31 Batch 615/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.882, Loss: 0.230 Epoch 31 Batch 616/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.887, Loss: 0.236 Epoch 31 Batch 617/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.215 Epoch 31 Batch 618/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.895, Loss: 0.231 Epoch 31 Batch 619/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.213 Epoch 31 Batch 620/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.219 Epoch 31 Batch 621/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.896, Loss: 0.260 Epoch 31 Batch 622/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.895, Loss: 0.234 Epoch 31 Batch 623/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.894, Loss: 0.248 Epoch 31 Batch 624/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.208 Epoch 31 Batch 625/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.239 Epoch 31 Batch 626/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.215 Epoch 31 Batch 627/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.226 Epoch 31 Batch 628/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.906, Loss: 0.253 Epoch 31 Batch 629/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.906, Loss: 0.257 Epoch 31 Batch 630/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.235 Epoch 31 Batch 631/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.234 Epoch 31 Batch 632/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.221 Epoch 31 Batch 633/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.248 Epoch 31 Batch 634/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.203 Epoch 31 Batch 635/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.898, Loss: 0.254 Epoch 31 Batch 636/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.223 Epoch 31 Batch 637/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.897, Loss: 0.257 Epoch 31 Batch 638/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.895, Loss: 0.251 Epoch 31 Batch 639/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.895, Loss: 0.221 Epoch 31 Batch 640/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.222 Epoch 31 Batch 641/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.241 Epoch 31 Batch 642/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.251 Epoch 31 Batch 643/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.205 Epoch 31 Batch 644/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.225 Epoch 31 Batch 645/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.903, Loss: 0.235 Epoch 31 Batch 646/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.221 Epoch 31 Batch 647/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.225 Epoch 31 Batch 648/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.899, Loss: 0.206 Epoch 31 Batch 649/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.246 Epoch 31 Batch 650/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.246 Epoch 31 Batch 651/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.214 Epoch 31 Batch 652/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.242 Epoch 31 Batch 653/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.250 Epoch 31 Batch 654/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.218 Epoch 31 Batch 655/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.268 Epoch 31 Batch 656/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.895, Loss: 0.237 Epoch 31 Batch 657/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.225 Epoch 31 Batch 658/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.900, Loss: 0.211 Epoch 31 Batch 659/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.238 Epoch 31 Batch 660/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.244 Epoch 31 Batch 661/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.899, Loss: 0.211 Epoch 31 Batch 662/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.208 Epoch 31 Batch 663/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.208 Epoch 31 Batch 664/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.215 Epoch 31 Batch 665/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.228 Epoch 31 Batch 666/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.234 Epoch 31 Batch 667/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.269 Epoch 31 Batch 668/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.220 Epoch 31 Batch 669/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.888, Loss: 0.222 Epoch 31 Batch 670/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.208 Epoch 31 Batch 671/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.888, Loss: 0.266 Epoch 31 Batch 672/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.229 Epoch 31 Batch 673/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.244 Epoch 31 Batch 674/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.222 Epoch 31 Batch 675/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.896, Loss: 0.270 Epoch 31 Batch 676/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.230 Epoch 31 Batch 677/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.902, Loss: 0.280 Epoch 31 Batch 678/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.205 Epoch 31 Batch 679/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.248 Epoch 31 Batch 680/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.228 Epoch 31 Batch 681/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.889, Loss: 0.244 Epoch 31 Batch 682/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.892, Loss: 0.247 Epoch 31 Batch 683/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.220 Epoch 31 Batch 684/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.882, Loss: 0.232 Epoch 31 Batch 685/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.255 Epoch 31 Batch 686/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.226 Epoch 31 Batch 687/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.252 Epoch 31 Batch 688/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.238 Epoch 31 Batch 689/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.895, Loss: 0.218 Epoch 31 Batch 690/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.231 Epoch 31 Batch 691/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.890, Loss: 0.268 Epoch 31 Batch 692/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.219 Epoch 31 Batch 693/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.897, Loss: 0.262 Epoch 31 Batch 694/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.227 Epoch 31 Batch 695/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.218 Epoch 31 Batch 696/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.893, Loss: 0.254 Epoch 31 Batch 697/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.213 Epoch 31 Batch 698/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.885, Loss: 0.215 Epoch 31 Batch 699/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.219 Epoch 31 Batch 700/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.201 Epoch 31 Batch 701/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.232 Epoch 31 Batch 702/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.258 Epoch 31 Batch 703/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.236 Epoch 31 Batch 704/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.236 Epoch 31 Batch 705/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.236 Epoch 31 Batch 706/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.891, Loss: 0.258 Epoch 31 Batch 707/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.227 Epoch 31 Batch 708/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.896, Loss: 0.220 Epoch 31 Batch 709/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.895, Loss: 0.252 Epoch 31 Batch 710/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.220 Epoch 31 Batch 711/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.899, Loss: 0.268 Epoch 31 Batch 712/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.236 Epoch 31 Batch 713/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.211 Epoch 31 Batch 714/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.228 Epoch 31 Batch 715/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.900, Loss: 0.255 Epoch 31 Batch 716/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.900, Loss: 0.197 Epoch 31 Batch 717/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.896, Loss: 0.215 Epoch 31 Batch 718/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.896, Loss: 0.222 Epoch 31 Batch 719/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.896, Loss: 0.215 Epoch 31 Batch 720/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.896, Loss: 0.261 Epoch 31 Batch 721/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.225 Epoch 31 Batch 722/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.900, Loss: 0.213 Epoch 31 Batch 723/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.234 Epoch 31 Batch 724/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.261 Epoch 31 Batch 725/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.211 Epoch 31 Batch 726/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.213 Epoch 31 Batch 727/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.899, Loss: 0.212 Epoch 31 Batch 728/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.898, Loss: 0.253 Epoch 31 Batch 729/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.897, Loss: 0.254 Epoch 31 Batch 730/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.242 Epoch 31 Batch 731/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.893, Loss: 0.257 Epoch 31 Batch 732/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.894, Loss: 0.246 Epoch 31 Batch 733/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.245 Epoch 31 Batch 734/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.266 Epoch 31 Batch 735/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.224 Epoch 31 Batch 736/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.219 Epoch 31 Batch 737/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.894, Loss: 0.260 Epoch 31 Batch 738/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.894, Loss: 0.189 Epoch 31 Batch 739/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.224 Epoch 31 Batch 740/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.894, Loss: 0.209 Epoch 31 Batch 741/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.895, Loss: 0.252 Epoch 31 Batch 742/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.225 Epoch 31 Batch 743/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.222 Epoch 31 Batch 744/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.219 Epoch 31 Batch 745/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.227 Epoch 31 Batch 746/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.233 Epoch 31 Batch 747/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.209 Epoch 31 Batch 748/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.215 Epoch 31 Batch 749/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.236 Epoch 31 Batch 750/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.900, Loss: 0.233 Epoch 31 Batch 751/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.900, Loss: 0.228 Epoch 31 Batch 752/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.899, Loss: 0.227 Epoch 31 Batch 753/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.243 Epoch 31 Batch 754/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.894, Loss: 0.256 Epoch 31 Batch 755/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.891, Loss: 0.242 Epoch 31 Batch 756/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.230 Epoch 31 Batch 757/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.891, Loss: 0.264 Epoch 31 Batch 758/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.213 Epoch 31 Batch 759/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.197 Epoch 31 Batch 760/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.893, Loss: 0.240 Epoch 31 Batch 761/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.898, Loss: 0.225 Epoch 31 Batch 762/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.895, Loss: 0.203 Epoch 31 Batch 763/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.210 Epoch 31 Batch 764/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.227 Epoch 31 Batch 765/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.249 Epoch 31 Batch 766/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.250 Epoch 31 Batch 767/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.224 Epoch 31 Batch 768/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.891, Loss: 0.218 Epoch 31 Batch 769/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.234 Epoch 31 Batch 770/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.895, Loss: 0.221 Epoch 31 Batch 771/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.236 Epoch 31 Batch 772/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.892, Loss: 0.234 Epoch 31 Batch 773/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.216 Epoch 31 Batch 774/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.241 Epoch 31 Batch 775/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.224 Epoch 31 Batch 776/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.220 Epoch 31 Batch 777/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.897, Loss: 0.225 Epoch 31 Batch 778/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.897, Loss: 0.219 Epoch 31 Batch 779/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.227 Epoch 31 Batch 780/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.898, Loss: 0.267 Epoch 31 Batch 781/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.893, Loss: 0.191 Epoch 31 Batch 782/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.235 Epoch 31 Batch 783/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.893, Loss: 0.240 Epoch 31 Batch 784/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.211 Epoch 31 Batch 785/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.893, Loss: 0.218 Epoch 31 Batch 786/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.226 Epoch 31 Batch 787/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.219 Epoch 31 Batch 788/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.890, Loss: 0.223 Epoch 31 Batch 789/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.242 Epoch 31 Batch 790/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.890, Loss: 0.250 Epoch 31 Batch 791/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.886, Loss: 0.248 Epoch 31 Batch 792/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.886, Loss: 0.236 Epoch 31 Batch 793/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.232 Epoch 31 Batch 794/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.883, Loss: 0.225 Epoch 31 Batch 795/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.252 Epoch 31 Batch 796/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.227 Epoch 31 Batch 797/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.889, Loss: 0.223 Epoch 31 Batch 798/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.891, Loss: 0.239 Epoch 31 Batch 799/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.887, Loss: 0.258 Epoch 31 Batch 800/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.886, Loss: 0.226 Epoch 31 Batch 801/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.889, Loss: 0.244 Epoch 31 Batch 802/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.239 Epoch 31 Batch 803/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.240 Epoch 31 Batch 804/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.881, Loss: 0.219 Epoch 31 Batch 805/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.886, Loss: 0.252 Epoch 31 Batch 806/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.886, Loss: 0.215 Epoch 31 Batch 807/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.893, Loss: 0.210 Epoch 31 Batch 808/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.247 Epoch 31 Batch 809/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.259 Epoch 31 Batch 810/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.203 Epoch 31 Batch 811/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.887, Loss: 0.221 Epoch 31 Batch 812/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.267 Epoch 31 Batch 813/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.224 Epoch 31 Batch 814/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.890, Loss: 0.264 Epoch 31 Batch 815/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.213 Epoch 31 Batch 816/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.231 Epoch 31 Batch 817/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.890, Loss: 0.250 Epoch 31 Batch 818/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.255 Epoch 31 Batch 819/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.228 Epoch 31 Batch 820/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.891, Loss: 0.236 Epoch 31 Batch 821/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.233 Epoch 31 Batch 822/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.218 Epoch 31 Batch 823/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.893, Loss: 0.244 Epoch 31 Batch 824/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.229 Epoch 31 Batch 825/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.893, Loss: 0.222 Epoch 31 Batch 826/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.894, Loss: 0.203 Epoch 31 Batch 827/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.234 Epoch 31 Batch 828/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.888, Loss: 0.220 Epoch 31 Batch 829/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.888, Loss: 0.264 Epoch 31 Batch 830/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.879, Loss: 0.249 Epoch 31 Batch 831/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.880, Loss: 0.238 Epoch 31 Batch 832/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.880, Loss: 0.218 Epoch 31 Batch 833/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.878, Loss: 0.251 Epoch 31 Batch 834/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.882, Loss: 0.236 Epoch 31 Batch 835/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.238 Epoch 31 Batch 836/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.883, Loss: 0.231 Epoch 31 Batch 837/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.883, Loss: 0.270 Epoch 31 Batch 838/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.884, Loss: 0.223 Epoch 31 Batch 839/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.884, Loss: 0.224 Epoch 31 Batch 840/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.219 Epoch 31 Batch 841/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.892, Loss: 0.252 Epoch 31 Batch 842/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.205 Epoch 31 Batch 843/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.231 Epoch 31 Batch 844/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.220 Epoch 31 Batch 845/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.894, Loss: 0.220 Epoch 31 Batch 846/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.885, Loss: 0.249 Epoch 31 Batch 847/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.252 Epoch 31 Batch 848/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.227 Epoch 31 Batch 849/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.215 Epoch 31 Batch 850/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.268 Epoch 31 Batch 851/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.244 Epoch 31 Batch 852/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.896, Loss: 0.245 Epoch 31 Batch 853/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.214 Epoch 31 Batch 854/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.253 Epoch 31 Batch 855/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.899, Loss: 0.224 Epoch 31 Batch 856/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.900, Loss: 0.247 Epoch 31 Batch 857/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.220 Epoch 31 Batch 858/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.218 Epoch 31 Batch 859/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.251 Epoch 31 Batch 860/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.224 Epoch 31 Batch 861/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.907, Loss: 0.226 Epoch 31 Batch 862/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.906, Loss: 0.233 Epoch 31 Batch 863/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.906, Loss: 0.209 Epoch 31 Batch 864/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.906, Loss: 0.233 Epoch 31 Batch 865/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.230 Epoch 31 Batch 866/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.249 Epoch 31 Batch 867/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.902, Loss: 0.276 Epoch 31 Batch 868/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.240 Epoch 31 Batch 869/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.902, Loss: 0.217 Epoch 31 Batch 870/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.250 Epoch 31 Batch 871/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.903, Loss: 0.245 Epoch 31 Batch 872/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.224 Epoch 31 Batch 873/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.903, Loss: 0.237 Epoch 31 Batch 874/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.903, Loss: 0.236 Epoch 31 Batch 875/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.238 Epoch 31 Batch 876/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.238 Epoch 31 Batch 877/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.214 Epoch 31 Batch 878/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.233 Epoch 31 Batch 879/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.203 Epoch 31 Batch 880/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.232 Epoch 31 Batch 881/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.234 Epoch 31 Batch 882/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.257 Epoch 31 Batch 883/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.900, Loss: 0.309 Epoch 31 Batch 884/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.217 Epoch 31 Batch 885/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.898, Loss: 0.193 Epoch 31 Batch 886/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.897, Loss: 0.234 Epoch 31 Batch 887/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.236 Epoch 31 Batch 888/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.890, Loss: 0.220 Epoch 31 Batch 889/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.889, Loss: 0.235 Epoch 31 Batch 890/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.211 Epoch 31 Batch 891/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.892, Loss: 0.244 Epoch 31 Batch 892/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.887, Loss: 0.219 Epoch 31 Batch 893/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.889, Loss: 0.233 Epoch 31 Batch 894/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.888, Loss: 0.225 Epoch 31 Batch 895/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.888, Loss: 0.224 Epoch 31 Batch 896/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.888, Loss: 0.256 Epoch 31 Batch 897/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.886, Loss: 0.226 Epoch 31 Batch 898/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.883, Loss: 0.209 Epoch 31 Batch 899/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.249 Epoch 31 Batch 900/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.887, Loss: 0.254 Epoch 31 Batch 901/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.242 Epoch 31 Batch 902/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.897, Loss: 0.250 Epoch 31 Batch 903/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.207 Epoch 31 Batch 904/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.888, Loss: 0.233 Epoch 31 Batch 905/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.214 Epoch 31 Batch 906/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.233 Epoch 31 Batch 907/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.891, Loss: 0.231 Epoch 31 Batch 908/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.235 Epoch 31 Batch 909/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.244 Epoch 31 Batch 910/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.215 Epoch 31 Batch 911/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.224 Epoch 31 Batch 912/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.237 Epoch 31 Batch 913/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.289 Epoch 31 Batch 914/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.245 Epoch 31 Batch 915/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.895, Loss: 0.233 Epoch 31 Batch 916/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.230 Epoch 31 Batch 917/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.228 Epoch 31 Batch 918/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.207 Epoch 31 Batch 919/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.220 Epoch 31 Batch 920/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.242 Epoch 31 Batch 921/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.229 Epoch 31 Batch 922/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.230 Epoch 31 Batch 923/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.204 Epoch 31 Batch 924/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.255 Epoch 31 Batch 925/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.232 Epoch 31 Batch 926/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.251 Epoch 31 Batch 927/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.898, Loss: 0.240 Epoch 31 Batch 928/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.238 Epoch 31 Batch 929/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.887, Loss: 0.250 Epoch 31 Batch 930/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.887, Loss: 0.235 Epoch 31 Batch 931/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.224 Epoch 31 Batch 932/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.224 Epoch 31 Batch 933/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.243 Epoch 31 Batch 934/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.893, Loss: 0.247 Epoch 31 Batch 935/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.251 Epoch 31 Batch 936/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.233 Epoch 31 Batch 937/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.253 Epoch 31 Batch 938/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.897, Loss: 0.260 Epoch 31 Batch 939/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.898, Loss: 0.254 Epoch 31 Batch 940/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.237 Epoch 31 Batch 941/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.225 Epoch 31 Batch 942/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.225 Epoch 31 Batch 943/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.242 Epoch 31 Batch 944/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.897, Loss: 0.210 Epoch 31 Batch 945/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.216 Epoch 31 Batch 946/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.897, Loss: 0.227 Epoch 31 Batch 947/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.902, Loss: 0.249 Epoch 31 Batch 948/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.225 Epoch 31 Batch 949/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.199 Epoch 31 Batch 950/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.218 Epoch 31 Batch 951/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.903, Loss: 0.219 Epoch 31 Batch 952/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.214 Epoch 31 Batch 953/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.901, Loss: 0.215 Epoch 31 Batch 954/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.242 Epoch 31 Batch 955/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.904, Loss: 0.233 Epoch 31 Batch 956/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.236 Epoch 31 Batch 957/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.231 Epoch 31 Batch 958/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.246 Epoch 31 Batch 959/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.223 Epoch 31 Batch 960/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.228 Epoch 31 Batch 961/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.901, Loss: 0.263 Epoch 31 Batch 962/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.221 Epoch 31 Batch 963/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.254 Epoch 31 Batch 964/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.201 Epoch 31 Batch 965/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.888, Loss: 0.273 Epoch 31 Batch 966/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.885, Loss: 0.188 Epoch 31 Batch 967/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.885, Loss: 0.222 Epoch 31 Batch 968/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.884, Loss: 0.261 Epoch 31 Batch 969/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.260 Epoch 31 Batch 970/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.885, Loss: 0.258 Epoch 31 Batch 971/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.232 Epoch 31 Batch 972/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.229 Epoch 31 Batch 973/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.881, Loss: 0.206 Epoch 31 Batch 974/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.211 Epoch 31 Batch 975/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.885, Loss: 0.225 Epoch 31 Batch 976/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.218 Epoch 31 Batch 977/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.206 Epoch 31 Batch 978/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.237 Epoch 31 Batch 979/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.893, Loss: 0.238 Epoch 31 Batch 980/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.891, Loss: 0.228 Epoch 31 Batch 981/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.246 Epoch 31 Batch 982/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.887, Loss: 0.252 Epoch 31 Batch 983/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.244 Epoch 31 Batch 984/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.887, Loss: 0.248 Epoch 31 Batch 985/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.887, Loss: 0.217 Epoch 31 Batch 986/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.892, Loss: 0.238 Epoch 31 Batch 987/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.891, Loss: 0.211 Epoch 31 Batch 988/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.886, Loss: 0.268 Epoch 31 Batch 989/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.886, Loss: 0.254 Epoch 31 Batch 990/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.245 Epoch 31 Batch 991/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.883, Loss: 0.236 Epoch 31 Batch 992/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.882, Loss: 0.239 Epoch 31 Batch 993/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.882, Loss: 0.199 Epoch 31 Batch 994/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.882, Loss: 0.218 Epoch 31 Batch 995/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.883, Loss: 0.235 Epoch 31 Batch 996/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.884, Loss: 0.222 Epoch 31 Batch 997/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.887, Loss: 0.232 Epoch 31 Batch 998/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.224 Epoch 31 Batch 999/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.233 Epoch 31 Batch 1000/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.202 Epoch 31 Batch 1001/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.206 Epoch 31 Batch 1002/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.207 Epoch 31 Batch 1003/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.235 Epoch 31 Batch 1004/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.238 Epoch 31 Batch 1005/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.890, Loss: 0.229 Epoch 31 Batch 1006/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.201 Epoch 31 Batch 1007/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.213 Epoch 31 Batch 1008/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.263 Epoch 31 Batch 1009/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.890, Loss: 0.202 Epoch 31 Batch 1010/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.889, Loss: 0.227 Epoch 31 Batch 1011/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.243 Epoch 31 Batch 1012/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.202 Epoch 31 Batch 1013/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.214 Epoch 31 Batch 1014/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.892, Loss: 0.254 Epoch 31 Batch 1015/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.892, Loss: 0.277 Epoch 31 Batch 1016/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.893, Loss: 0.253 Epoch 31 Batch 1017/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.893, Loss: 0.222 Epoch 31 Batch 1018/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.891, Loss: 0.242 Epoch 31 Batch 1019/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.892, Loss: 0.251 Epoch 31 Batch 1020/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.893, Loss: 0.222 Epoch 31 Batch 1021/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.884, Loss: 0.215 Epoch 31 Batch 1022/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.883, Loss: 0.205 Epoch 31 Batch 1023/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.879, Loss: 0.201 Epoch 31 Batch 1024/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.879, Loss: 0.243 Epoch 31 Batch 1025/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.880, Loss: 0.232 Epoch 31 Batch 1026/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.885, Loss: 0.261 Epoch 31 Batch 1027/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.888, Loss: 0.254 Epoch 31 Batch 1028/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.886, Loss: 0.228 Epoch 31 Batch 1029/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.226 Epoch 31 Batch 1030/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.238 Epoch 31 Batch 1031/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.896, Loss: 0.256 Epoch 31 Batch 1032/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.896, Loss: 0.247 Epoch 31 Batch 1033/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.896, Loss: 0.224 Epoch 31 Batch 1034/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.228 Epoch 31 Batch 1035/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.886, Loss: 0.196 Epoch 31 Batch 1036/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.244 Epoch 31 Batch 1037/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.249 Epoch 31 Batch 1038/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.886, Loss: 0.246 Epoch 31 Batch 1039/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.234 Epoch 31 Batch 1040/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.879, Loss: 0.256 Epoch 31 Batch 1041/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.883, Loss: 0.255 Epoch 31 Batch 1042/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.883, Loss: 0.228 Epoch 31 Batch 1043/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.250 Epoch 31 Batch 1044/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.885, Loss: 0.243 Epoch 31 Batch 1045/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.237 Epoch 31 Batch 1046/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.195 Epoch 31 Batch 1047/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.238 Epoch 31 Batch 1048/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.885, Loss: 0.217 Epoch 31 Batch 1049/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.265 Epoch 31 Batch 1050/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.232 Epoch 31 Batch 1051/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.218 Epoch 31 Batch 1052/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.224 Epoch 31 Batch 1053/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.235 Epoch 31 Batch 1054/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.209 Epoch 31 Batch 1055/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.904, Loss: 0.215 Epoch 31 Batch 1056/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.215 Epoch 31 Batch 1057/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.909, Loss: 0.241 Epoch 31 Batch 1058/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.909, Loss: 0.259 Epoch 31 Batch 1059/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.911, Loss: 0.255 Epoch 31 Batch 1060/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.216 Epoch 31 Batch 1061/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.911, Loss: 0.259 Epoch 31 Batch 1062/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.911, Loss: 0.223 Epoch 31 Batch 1063/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.906, Loss: 0.234 Epoch 31 Batch 1064/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.235 Epoch 31 Batch 1065/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.233 Epoch 31 Batch 1066/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.197 Epoch 31 Batch 1067/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.233 Epoch 31 Batch 1068/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.222 Epoch 31 Batch 1069/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.180 Epoch 31 Batch 1070/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.895, Loss: 0.230 Epoch 31 Batch 1071/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.220 Epoch 31 Batch 1072/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.225 Epoch 31 Batch 1073/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.247 Epoch 31 Batch 1074/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.258 Epoch 31 Batch 1075/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.890, Loss: 0.253 Epoch 32 Batch 0/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.207 Epoch 32 Batch 1/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.882, Loss: 0.216 Epoch 32 Batch 2/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.884, Loss: 0.241 Epoch 32 Batch 3/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.883, Loss: 0.243 Epoch 32 Batch 4/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.883, Loss: 0.227 Epoch 32 Batch 5/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.883, Loss: 0.259 Epoch 32 Batch 6/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.884, Loss: 0.248 Epoch 32 Batch 7/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.884, Loss: 0.222 Epoch 32 Batch 8/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.885, Loss: 0.217 Epoch 32 Batch 9/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.884, Loss: 0.218 Epoch 32 Batch 10/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.885, Loss: 0.244 Epoch 32 Batch 11/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.891, Loss: 0.242 Epoch 32 Batch 12/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.237 Epoch 32 Batch 13/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.892, Loss: 0.235 Epoch 32 Batch 14/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.207 Epoch 32 Batch 15/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.227 Epoch 32 Batch 16/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.222 Epoch 32 Batch 17/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.242 Epoch 32 Batch 18/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.246 Epoch 32 Batch 19/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.234 Epoch 32 Batch 20/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.209 Epoch 32 Batch 21/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.887, Loss: 0.247 Epoch 32 Batch 22/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.242 Epoch 32 Batch 23/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.217 Epoch 32 Batch 24/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.224 Epoch 32 Batch 25/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.886, Loss: 0.214 Epoch 32 Batch 26/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.881, Loss: 0.247 Epoch 32 Batch 27/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.880, Loss: 0.210 Epoch 32 Batch 28/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.876, Loss: 0.244 Epoch 32 Batch 29/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.875, Loss: 0.217 Epoch 32 Batch 30/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.879, Loss: 0.212 Epoch 32 Batch 31/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.879, Loss: 0.226 Epoch 32 Batch 32/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.879, Loss: 0.213 Epoch 32 Batch 33/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.881, Loss: 0.213 Epoch 32 Batch 34/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.882, Loss: 0.249 Epoch 32 Batch 35/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.881, Loss: 0.232 Epoch 32 Batch 36/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.882, Loss: 0.245 Epoch 32 Batch 37/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.882, Loss: 0.233 Epoch 32 Batch 38/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.262 Epoch 32 Batch 39/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.880, Loss: 0.269 Epoch 32 Batch 40/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.888, Loss: 0.237 Epoch 32 Batch 41/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.888, Loss: 0.217 Epoch 32 Batch 42/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.884, Loss: 0.262 Epoch 32 Batch 43/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.203 Epoch 32 Batch 44/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.886, Loss: 0.218 Epoch 32 Batch 45/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.891, Loss: 0.238 Epoch 32 Batch 46/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.892, Loss: 0.253 Epoch 32 Batch 47/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.893, Loss: 0.242 Epoch 32 Batch 48/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.898, Loss: 0.261 Epoch 32 Batch 49/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.245 Epoch 32 Batch 50/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.898, Loss: 0.220 Epoch 32 Batch 51/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.230 Epoch 32 Batch 52/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.898, Loss: 0.233 Epoch 32 Batch 53/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.226 Epoch 32 Batch 54/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.263 Epoch 32 Batch 55/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.892, Loss: 0.215 Epoch 32 Batch 56/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.210 Epoch 32 Batch 57/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.889, Loss: 0.201 Epoch 32 Batch 58/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.221 Epoch 32 Batch 59/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.889, Loss: 0.247 Epoch 32 Batch 60/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.217 Epoch 32 Batch 61/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.889, Loss: 0.247 Epoch 32 Batch 62/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.883, Loss: 0.255 Epoch 32 Batch 63/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.885, Loss: 0.222 Epoch 32 Batch 64/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.218 Epoch 32 Batch 65/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.885, Loss: 0.236 Epoch 32 Batch 66/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.209 Epoch 32 Batch 67/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.887, Loss: 0.215 Epoch 32 Batch 68/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.882, Loss: 0.262 Epoch 32 Batch 69/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.882, Loss: 0.253 Epoch 32 Batch 70/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.886, Loss: 0.251 Epoch 32 Batch 71/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.210 Epoch 32 Batch 72/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.227 Epoch 32 Batch 73/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.883, Loss: 0.250 Epoch 32 Batch 74/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.207 Epoch 32 Batch 75/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.270 Epoch 32 Batch 76/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.887, Loss: 0.213 Epoch 32 Batch 77/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.244 Epoch 32 Batch 78/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.878, Loss: 0.240 Epoch 32 Batch 79/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.878, Loss: 0.233 Epoch 32 Batch 80/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.879, Loss: 0.225 Epoch 32 Batch 81/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.205 Epoch 32 Batch 82/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.202 Epoch 32 Batch 83/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.883, Loss: 0.242 Epoch 32 Batch 84/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.223 Epoch 32 Batch 85/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.219 Epoch 32 Batch 86/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.213 Epoch 32 Batch 87/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.896, Loss: 0.271 Epoch 32 Batch 88/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.893, Loss: 0.245 Epoch 32 Batch 89/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.894, Loss: 0.234 Epoch 32 Batch 90/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.894, Loss: 0.246 Epoch 32 Batch 91/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.892, Loss: 0.188 Epoch 32 Batch 92/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.236 Epoch 32 Batch 93/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.225 Epoch 32 Batch 94/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.897, Loss: 0.215 Epoch 32 Batch 95/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.251 Epoch 32 Batch 96/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.889, Loss: 0.235 Epoch 32 Batch 97/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.894, Loss: 0.227 Epoch 32 Batch 98/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.229 Epoch 32 Batch 99/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.242 Epoch 32 Batch 100/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.893, Loss: 0.230 Epoch 32 Batch 101/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.898, Loss: 0.229 Epoch 32 Batch 102/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.203 Epoch 32 Batch 103/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.897, Loss: 0.274 Epoch 32 Batch 104/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.233 Epoch 32 Batch 105/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.892, Loss: 0.231 Epoch 32 Batch 106/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.277 Epoch 32 Batch 107/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.889, Loss: 0.251 Epoch 32 Batch 108/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.884, Loss: 0.198 Epoch 32 Batch 109/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.884, Loss: 0.227 Epoch 32 Batch 110/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.880, Loss: 0.189 Epoch 32 Batch 111/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.885, Loss: 0.216 Epoch 32 Batch 112/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.890, Loss: 0.205 Epoch 32 Batch 113/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.247 Epoch 32 Batch 114/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.227 Epoch 32 Batch 115/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.884, Loss: 0.242 Epoch 32 Batch 116/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.886, Loss: 0.218 Epoch 32 Batch 117/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.239 Epoch 32 Batch 118/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.881, Loss: 0.235 Epoch 32 Batch 119/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.880, Loss: 0.231 Epoch 32 Batch 120/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.262 Epoch 32 Batch 121/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.893, Loss: 0.228 Epoch 32 Batch 122/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.214 Epoch 32 Batch 123/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.194 Epoch 32 Batch 124/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.243 Epoch 32 Batch 125/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.226 Epoch 32 Batch 126/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.202 Epoch 32 Batch 127/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.204 Epoch 32 Batch 128/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.219 Epoch 32 Batch 129/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.909, Loss: 0.249 Epoch 32 Batch 130/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.209 Epoch 32 Batch 131/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.212 Epoch 32 Batch 132/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.239 Epoch 32 Batch 133/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.219 Epoch 32 Batch 134/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.890, Loss: 0.223 Epoch 32 Batch 135/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.885, Loss: 0.223 Epoch 32 Batch 136/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.223 Epoch 32 Batch 137/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.193 Epoch 32 Batch 138/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.891, Loss: 0.218 Epoch 32 Batch 139/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.227 Epoch 32 Batch 140/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.886, Loss: 0.243 Epoch 32 Batch 141/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.213 Epoch 32 Batch 142/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.885, Loss: 0.206 Epoch 32 Batch 143/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.885, Loss: 0.235 Epoch 32 Batch 144/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.258 Epoch 32 Batch 145/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.887, Loss: 0.238 Epoch 32 Batch 146/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.883, Loss: 0.265 Epoch 32 Batch 147/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.887, Loss: 0.238 Epoch 32 Batch 148/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.230 Epoch 32 Batch 149/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.228 Epoch 32 Batch 150/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.218 Epoch 32 Batch 151/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.904, Loss: 0.208 Epoch 32 Batch 152/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.251 Epoch 32 Batch 153/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.256 Epoch 32 Batch 154/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.241 Epoch 32 Batch 155/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.247 Epoch 32 Batch 156/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.222 Epoch 32 Batch 157/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.902, Loss: 0.230 Epoch 32 Batch 158/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.243 Epoch 32 Batch 159/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.180 Epoch 32 Batch 160/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.218 Epoch 32 Batch 161/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.893, Loss: 0.229 Epoch 32 Batch 162/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.254 Epoch 32 Batch 163/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.259 Epoch 32 Batch 164/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.896, Loss: 0.254 Epoch 32 Batch 165/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.228 Epoch 32 Batch 166/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.243 Epoch 32 Batch 167/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.901, Loss: 0.224 Epoch 32 Batch 168/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.904, Loss: 0.275 Epoch 32 Batch 169/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.905, Loss: 0.219 Epoch 32 Batch 170/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.901, Loss: 0.238 Epoch 32 Batch 171/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.213 Epoch 32 Batch 172/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.221 Epoch 32 Batch 173/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.906, Loss: 0.238 Epoch 32 Batch 174/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.225 Epoch 32 Batch 175/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.901, Loss: 0.232 Epoch 32 Batch 176/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.233 Epoch 32 Batch 177/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.901, Loss: 0.240 Epoch 32 Batch 178/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.220 Epoch 32 Batch 179/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.241 Epoch 32 Batch 180/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.206 Epoch 32 Batch 181/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.249 Epoch 32 Batch 182/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.896, Loss: 0.243 Epoch 32 Batch 183/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.895, Loss: 0.246 Epoch 32 Batch 184/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.896, Loss: 0.229 Epoch 32 Batch 185/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.896, Loss: 0.241 Epoch 32 Batch 186/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.228 Epoch 32 Batch 187/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.235 Epoch 32 Batch 188/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.228 Epoch 32 Batch 189/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.220 Epoch 32 Batch 190/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.232 Epoch 32 Batch 191/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.896, Loss: 0.203 Epoch 32 Batch 192/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.229 Epoch 32 Batch 193/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.215 Epoch 32 Batch 194/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.212 Epoch 32 Batch 195/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.213 Epoch 32 Batch 196/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.213 Epoch 32 Batch 197/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.886, Loss: 0.232 Epoch 32 Batch 198/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.219 Epoch 32 Batch 199/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.223 Epoch 32 Batch 200/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.222 Epoch 32 Batch 201/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.194 Epoch 32 Batch 202/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.230 Epoch 32 Batch 203/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.894, Loss: 0.215 Epoch 32 Batch 204/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.893, Loss: 0.250 Epoch 32 Batch 205/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.888, Loss: 0.222 Epoch 32 Batch 206/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.222 Epoch 32 Batch 207/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.214 Epoch 32 Batch 208/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.257 Epoch 32 Batch 209/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.896, Loss: 0.192 Epoch 32 Batch 210/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.236 Epoch 32 Batch 211/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.224 Epoch 32 Batch 212/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.196 Epoch 32 Batch 213/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.898, Loss: 0.199 Epoch 32 Batch 214/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.214 Epoch 32 Batch 215/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.896, Loss: 0.252 Epoch 32 Batch 216/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.231 Epoch 32 Batch 217/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.201 Epoch 32 Batch 218/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.258 Epoch 32 Batch 219/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.891, Loss: 0.220 Epoch 32 Batch 220/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.235 Epoch 32 Batch 221/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.892, Loss: 0.213 Epoch 32 Batch 222/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.890, Loss: 0.227 Epoch 32 Batch 223/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.890, Loss: 0.204 Epoch 32 Batch 224/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.890, Loss: 0.238 Epoch 32 Batch 225/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.242 Epoch 32 Batch 226/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.890, Loss: 0.223 Epoch 32 Batch 227/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.889, Loss: 0.241 Epoch 32 Batch 228/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.881, Loss: 0.210 Epoch 32 Batch 229/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.881, Loss: 0.236 Epoch 32 Batch 230/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.880, Loss: 0.198 Epoch 32 Batch 231/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.881, Loss: 0.249 Epoch 32 Batch 232/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.881, Loss: 0.240 Epoch 32 Batch 233/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.881, Loss: 0.242 Epoch 32 Batch 234/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.881, Loss: 0.261 Epoch 32 Batch 235/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.885, Loss: 0.227 Epoch 32 Batch 236/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.243 Epoch 32 Batch 237/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.204 Epoch 32 Batch 238/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.221 Epoch 32 Batch 239/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.885, Loss: 0.200 Epoch 32 Batch 240/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.888, Loss: 0.226 Epoch 32 Batch 241/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.889, Loss: 0.193 Epoch 32 Batch 242/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.222 Epoch 32 Batch 243/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.883, Loss: 0.243 Epoch 32 Batch 244/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.876, Loss: 0.228 Epoch 32 Batch 245/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.876, Loss: 0.195 Epoch 32 Batch 246/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.877, Loss: 0.227 Epoch 32 Batch 247/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.878, Loss: 0.218 Epoch 32 Batch 248/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.877, Loss: 0.211 Epoch 32 Batch 249/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.882, Loss: 0.216 Epoch 32 Batch 250/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.885, Loss: 0.207 Epoch 32 Batch 251/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.217 Epoch 32 Batch 252/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.882, Loss: 0.213 Epoch 32 Batch 253/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.222 Epoch 32 Batch 254/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.870, Loss: 0.226 Epoch 32 Batch 255/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.870, Loss: 0.232 Epoch 32 Batch 256/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.243 Epoch 32 Batch 257/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.229 Epoch 32 Batch 258/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.871, Loss: 0.224 Epoch 32 Batch 259/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.871, Loss: 0.214 Epoch 32 Batch 260/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.871, Loss: 0.215 Epoch 32 Batch 261/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.870, Loss: 0.215 Epoch 32 Batch 262/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.869, Loss: 0.206 Epoch 32 Batch 263/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.870, Loss: 0.208 Epoch 32 Batch 264/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.235 Epoch 32 Batch 265/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.239 Epoch 32 Batch 266/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.873, Loss: 0.224 Epoch 32 Batch 267/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.873, Loss: 0.210 Epoch 32 Batch 268/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.874, Loss: 0.225 Epoch 32 Batch 269/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.879, Loss: 0.241 Epoch 32 Batch 270/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.879, Loss: 0.254 Epoch 32 Batch 271/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.879, Loss: 0.211 Epoch 32 Batch 272/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.876, Loss: 0.285 Epoch 32 Batch 273/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.875, Loss: 0.208 Epoch 32 Batch 274/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.870, Loss: 0.238 Epoch 32 Batch 275/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.865, Loss: 0.233 Epoch 32 Batch 276/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.865, Loss: 0.262 Epoch 32 Batch 277/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.878, Loss: 0.201 Epoch 32 Batch 278/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.879, Loss: 0.247 Epoch 32 Batch 279/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.879, Loss: 0.261 Epoch 32 Batch 280/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.885, Loss: 0.241 Epoch 32 Batch 281/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.889, Loss: 0.248 Epoch 32 Batch 282/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.884, Loss: 0.254 Epoch 32 Batch 283/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.884, Loss: 0.231 Epoch 32 Batch 284/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.878, Loss: 0.234 Epoch 32 Batch 285/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.877, Loss: 0.248 Epoch 32 Batch 286/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.876, Loss: 0.233 Epoch 32 Batch 287/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.882, Loss: 0.237 Epoch 32 Batch 288/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.226 Epoch 32 Batch 289/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.232 Epoch 32 Batch 290/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.892, Loss: 0.249 Epoch 32 Batch 291/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.250 Epoch 32 Batch 292/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.217 Epoch 32 Batch 293/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.903, Loss: 0.252 Epoch 32 Batch 294/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.230 Epoch 32 Batch 295/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.894, Loss: 0.258 Epoch 32 Batch 296/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.215 Epoch 32 Batch 297/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.888, Loss: 0.257 Epoch 32 Batch 298/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.889, Loss: 0.256 Epoch 32 Batch 299/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.888, Loss: 0.208 Epoch 32 Batch 300/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.884, Loss: 0.219 Epoch 32 Batch 301/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.887, Loss: 0.221 Epoch 32 Batch 302/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.222 Epoch 32 Batch 303/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.272 Epoch 32 Batch 304/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.222 Epoch 32 Batch 305/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.232 Epoch 32 Batch 306/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.236 Epoch 32 Batch 307/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.895, Loss: 0.253 Epoch 32 Batch 308/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.253 Epoch 32 Batch 309/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.198 Epoch 32 Batch 310/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.890, Loss: 0.237 Epoch 32 Batch 311/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.213 Epoch 32 Batch 312/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.890, Loss: 0.244 Epoch 32 Batch 313/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.199 Epoch 32 Batch 314/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.888, Loss: 0.224 Epoch 32 Batch 315/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.887, Loss: 0.208 Epoch 32 Batch 316/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.887, Loss: 0.203 Epoch 32 Batch 317/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.258 Epoch 32 Batch 318/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.886, Loss: 0.235 Epoch 32 Batch 319/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.886, Loss: 0.235 Epoch 32 Batch 320/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.886, Loss: 0.238 Epoch 32 Batch 321/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.886, Loss: 0.225 Epoch 32 Batch 322/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.881, Loss: 0.209 Epoch 32 Batch 323/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.878, Loss: 0.244 Epoch 32 Batch 324/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.872, Loss: 0.222 Epoch 32 Batch 325/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.873, Loss: 0.213 Epoch 32 Batch 326/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.872, Loss: 0.205 Epoch 32 Batch 327/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.872, Loss: 0.265 Epoch 32 Batch 328/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.874, Loss: 0.241 Epoch 32 Batch 329/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.880, Loss: 0.236 Epoch 32 Batch 330/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.893, Loss: 0.248 Epoch 32 Batch 331/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.240 Epoch 32 Batch 332/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.892, Loss: 0.196 Epoch 32 Batch 333/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.217 Epoch 32 Batch 334/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.233 Epoch 32 Batch 335/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.216 Epoch 32 Batch 336/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.251 Epoch 32 Batch 337/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.898, Loss: 0.266 Epoch 32 Batch 338/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.898, Loss: 0.273 Epoch 32 Batch 339/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.894, Loss: 0.202 Epoch 32 Batch 340/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.897, Loss: 0.206 Epoch 32 Batch 341/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.890, Loss: 0.276 Epoch 32 Batch 342/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.890, Loss: 0.214 Epoch 32 Batch 343/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.233 Epoch 32 Batch 344/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.890, Loss: 0.227 Epoch 32 Batch 345/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.894, Loss: 0.226 Epoch 32 Batch 346/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.243 Epoch 32 Batch 347/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.219 Epoch 32 Batch 348/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.208 Epoch 32 Batch 349/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.898, Loss: 0.215 Epoch 32 Batch 350/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.242 Epoch 32 Batch 351/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.228 Epoch 32 Batch 352/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.235 Epoch 32 Batch 353/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.885, Loss: 0.258 Epoch 32 Batch 354/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.885, Loss: 0.241 Epoch 32 Batch 355/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.885, Loss: 0.232 Epoch 32 Batch 356/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.216 Epoch 32 Batch 357/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.203 Epoch 32 Batch 358/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.892, Loss: 0.257 Epoch 32 Batch 359/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.239 Epoch 32 Batch 360/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.258 Epoch 32 Batch 361/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.234 Epoch 32 Batch 362/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.892, Loss: 0.225 Epoch 32 Batch 363/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.884, Loss: 0.273 Epoch 32 Batch 364/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.880, Loss: 0.264 Epoch 32 Batch 365/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.881, Loss: 0.223 Epoch 32 Batch 366/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.882, Loss: 0.221 Epoch 32 Batch 367/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.206 Epoch 32 Batch 368/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.237 Epoch 32 Batch 369/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.211 Epoch 32 Batch 370/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.890, Loss: 0.234 Epoch 32 Batch 371/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.230 Epoch 32 Batch 372/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.890, Loss: 0.211 Epoch 32 Batch 373/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.201 Epoch 32 Batch 374/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.891, Loss: 0.243 Epoch 32 Batch 375/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.229 Epoch 32 Batch 376/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.232 Epoch 32 Batch 377/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.252 Epoch 32 Batch 378/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.216 Epoch 32 Batch 379/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.881, Loss: 0.235 Epoch 32 Batch 380/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.197 Epoch 32 Batch 381/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.884, Loss: 0.229 Epoch 32 Batch 382/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.884, Loss: 0.254 Epoch 32 Batch 383/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.882, Loss: 0.214 Epoch 32 Batch 384/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.881, Loss: 0.225 Epoch 32 Batch 385/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.882, Loss: 0.237 Epoch 32 Batch 386/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.884, Loss: 0.213 Epoch 32 Batch 387/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.880, Loss: 0.232 Epoch 32 Batch 388/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.880, Loss: 0.218 Epoch 32 Batch 389/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.879, Loss: 0.212 Epoch 32 Batch 390/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.879, Loss: 0.233 Epoch 32 Batch 391/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.243 Epoch 32 Batch 392/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.890, Loss: 0.253 Epoch 32 Batch 393/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.206 Epoch 32 Batch 394/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.225 Epoch 32 Batch 395/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.886, Loss: 0.218 Epoch 32 Batch 396/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.240 Epoch 32 Batch 397/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.229 Epoch 32 Batch 398/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.240 Epoch 32 Batch 399/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.896, Loss: 0.244 Epoch 32 Batch 400/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.249 Epoch 32 Batch 401/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.225 Epoch 32 Batch 402/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.235 Epoch 32 Batch 403/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.899, Loss: 0.255 Epoch 32 Batch 404/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.214 Epoch 32 Batch 405/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.899, Loss: 0.243 Epoch 32 Batch 406/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.894, Loss: 0.197 Epoch 32 Batch 407/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.254 Epoch 32 Batch 408/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.892, Loss: 0.256 Epoch 32 Batch 409/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.888, Loss: 0.250 Epoch 32 Batch 410/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.886, Loss: 0.243 Epoch 32 Batch 411/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.884, Loss: 0.229 Epoch 32 Batch 412/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.890, Loss: 0.209 Epoch 32 Batch 413/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.217 Epoch 32 Batch 414/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.893, Loss: 0.234 Epoch 32 Batch 415/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.231 Epoch 32 Batch 416/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.229 Epoch 32 Batch 417/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.269 Epoch 32 Batch 418/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.901, Loss: 0.233 Epoch 32 Batch 419/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.215 Epoch 32 Batch 420/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.888, Loss: 0.226 Epoch 32 Batch 421/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.257 Epoch 32 Batch 422/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.229 Epoch 32 Batch 423/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.242 Epoch 32 Batch 424/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.890, Loss: 0.233 Epoch 32 Batch 425/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.218 Epoch 32 Batch 426/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.890, Loss: 0.264 Epoch 32 Batch 427/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.230 Epoch 32 Batch 428/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.217 Epoch 32 Batch 429/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.211 Epoch 32 Batch 430/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.218 Epoch 32 Batch 431/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.224 Epoch 32 Batch 432/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.234 Epoch 32 Batch 433/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.239 Epoch 32 Batch 434/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.890, Loss: 0.225 Epoch 32 Batch 435/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.885, Loss: 0.260 Epoch 32 Batch 436/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.882, Loss: 0.228 Epoch 32 Batch 437/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.223 Epoch 32 Batch 438/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.247 Epoch 32 Batch 439/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.886, Loss: 0.233 Epoch 32 Batch 440/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.886, Loss: 0.281 Epoch 32 Batch 441/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.886, Loss: 0.219 Epoch 32 Batch 442/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.884, Loss: 0.228 Epoch 32 Batch 443/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.887, Loss: 0.207 Epoch 32 Batch 444/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.882, Loss: 0.220 Epoch 32 Batch 445/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.231 Epoch 32 Batch 446/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.891, Loss: 0.190 Epoch 32 Batch 447/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.234 Epoch 32 Batch 448/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.900, Loss: 0.249 Epoch 32 Batch 449/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.896, Loss: 0.233 Epoch 32 Batch 450/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.896, Loss: 0.229 Epoch 32 Batch 451/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.222 Epoch 32 Batch 452/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.248 Epoch 32 Batch 453/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.215 Epoch 32 Batch 454/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.900, Loss: 0.231 Epoch 32 Batch 455/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.224 Epoch 32 Batch 456/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.897, Loss: 0.216 Epoch 32 Batch 457/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.223 Epoch 32 Batch 458/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.231 Epoch 32 Batch 459/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.209 Epoch 32 Batch 460/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.232 Epoch 32 Batch 461/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.228 Epoch 32 Batch 462/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.234 Epoch 32 Batch 463/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.234 Epoch 32 Batch 464/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.233 Epoch 32 Batch 465/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.904, Loss: 0.248 Epoch 32 Batch 466/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.904, Loss: 0.201 Epoch 32 Batch 467/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.244 Epoch 32 Batch 468/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.236 Epoch 32 Batch 469/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.227 Epoch 32 Batch 470/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.897, Loss: 0.237 Epoch 32 Batch 471/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.898, Loss: 0.214 Epoch 32 Batch 472/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.216 Epoch 32 Batch 473/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.265 Epoch 32 Batch 474/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.903, Loss: 0.245 Epoch 32 Batch 475/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.223 Epoch 32 Batch 476/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.232 Epoch 32 Batch 477/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.221 Epoch 32 Batch 478/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.238 Epoch 32 Batch 479/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.899, Loss: 0.232 Epoch 32 Batch 480/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.904, Loss: 0.218 Epoch 32 Batch 481/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.903, Loss: 0.230 Epoch 32 Batch 482/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.905, Loss: 0.241 Epoch 32 Batch 483/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.903, Loss: 0.235 Epoch 32 Batch 484/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.902, Loss: 0.237 Epoch 32 Batch 485/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.239 Epoch 32 Batch 486/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.220 Epoch 32 Batch 487/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.233 Epoch 32 Batch 488/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.235 Epoch 32 Batch 489/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.212 Epoch 32 Batch 490/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.907, Loss: 0.248 Epoch 32 Batch 491/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.258 Epoch 32 Batch 492/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.908, Loss: 0.261 Epoch 32 Batch 493/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.209 Epoch 32 Batch 494/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.908, Loss: 0.219 Epoch 32 Batch 495/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.908, Loss: 0.225 Epoch 32 Batch 496/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.243 Epoch 32 Batch 497/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.912, Loss: 0.263 Epoch 32 Batch 498/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.223 Epoch 32 Batch 499/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.913, Loss: 0.205 Epoch 32 Batch 500/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.233 Epoch 32 Batch 501/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.219 Epoch 32 Batch 502/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.211 Epoch 32 Batch 503/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.228 Epoch 32 Batch 504/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.905, Loss: 0.229 Epoch 32 Batch 505/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.180 Epoch 32 Batch 506/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.213 Epoch 32 Batch 507/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.899, Loss: 0.210 Epoch 32 Batch 508/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.203 Epoch 32 Batch 509/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.904, Loss: 0.262 Epoch 32 Batch 510/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.216 Epoch 32 Batch 511/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.905, Loss: 0.222 Epoch 32 Batch 512/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.224 Epoch 32 Batch 513/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.232 Epoch 32 Batch 514/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.901, Loss: 0.242 Epoch 32 Batch 515/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.216 Epoch 32 Batch 516/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.203 Epoch 32 Batch 517/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.899, Loss: 0.226 Epoch 32 Batch 518/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.205 Epoch 32 Batch 519/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.228 Epoch 32 Batch 520/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.200 Epoch 32 Batch 521/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.230 Epoch 32 Batch 522/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.895, Loss: 0.256 Epoch 32 Batch 523/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.224 Epoch 32 Batch 524/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.244 Epoch 32 Batch 525/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.224 Epoch 32 Batch 526/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.897, Loss: 0.224 Epoch 32 Batch 527/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.222 Epoch 32 Batch 528/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.214 Epoch 32 Batch 529/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.219 Epoch 32 Batch 530/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.895, Loss: 0.242 Epoch 32 Batch 531/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.204 Epoch 32 Batch 532/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.894, Loss: 0.227 Epoch 32 Batch 533/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.271 Epoch 32 Batch 534/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.217 Epoch 32 Batch 535/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.892, Loss: 0.221 Epoch 32 Batch 536/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.210 Epoch 32 Batch 537/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.900, Loss: 0.230 Epoch 32 Batch 538/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.899, Loss: 0.198 Epoch 32 Batch 539/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.899, Loss: 0.237 Epoch 32 Batch 540/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.206 Epoch 32 Batch 541/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.214 Epoch 32 Batch 542/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.231 Epoch 32 Batch 543/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.234 Epoch 32 Batch 544/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.211 Epoch 32 Batch 545/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.881, Loss: 0.243 Epoch 32 Batch 546/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.878, Loss: 0.247 Epoch 32 Batch 547/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.874, Loss: 0.244 Epoch 32 Batch 548/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.874, Loss: 0.233 Epoch 32 Batch 549/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.878, Loss: 0.229 Epoch 32 Batch 550/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.881, Loss: 0.225 Epoch 32 Batch 551/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.881, Loss: 0.244 Epoch 32 Batch 552/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.882, Loss: 0.239 Epoch 32 Batch 553/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.882, Loss: 0.257 Epoch 32 Batch 554/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.882, Loss: 0.222 Epoch 32 Batch 555/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.883, Loss: 0.237 Epoch 32 Batch 556/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.879, Loss: 0.216 Epoch 32 Batch 557/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.879, Loss: 0.228 Epoch 32 Batch 558/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.879, Loss: 0.210 Epoch 32 Batch 559/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.879, Loss: 0.226 Epoch 32 Batch 560/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.871, Loss: 0.219 Epoch 32 Batch 561/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.873, Loss: 0.235 Epoch 32 Batch 562/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.874, Loss: 0.198 Epoch 32 Batch 563/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.881, Loss: 0.258 Epoch 32 Batch 564/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.881, Loss: 0.251 Epoch 32 Batch 565/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.881, Loss: 0.240 Epoch 32 Batch 566/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.878, Loss: 0.284 Epoch 32 Batch 567/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.238 Epoch 32 Batch 568/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.236 Epoch 32 Batch 569/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.238 Epoch 32 Batch 570/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.250 Epoch 32 Batch 571/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.206 Epoch 32 Batch 572/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.201 Epoch 32 Batch 573/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.249 Epoch 32 Batch 574/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.246 Epoch 32 Batch 575/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.237 Epoch 32 Batch 576/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.228 Epoch 32 Batch 577/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.261 Epoch 32 Batch 578/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.903, Loss: 0.265 Epoch 32 Batch 579/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.902, Loss: 0.206 Epoch 32 Batch 580/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.191 Epoch 32 Batch 581/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.201 Epoch 32 Batch 582/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.903, Loss: 0.221 Epoch 32 Batch 583/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.258 Epoch 32 Batch 584/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.904, Loss: 0.227 Epoch 32 Batch 585/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.204 Epoch 32 Batch 586/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.250 Epoch 32 Batch 587/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.214 Epoch 32 Batch 588/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.214 Epoch 32 Batch 589/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.235 Epoch 32 Batch 590/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.239 Epoch 32 Batch 591/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.221 Epoch 32 Batch 592/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.222 Epoch 32 Batch 593/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.245 Epoch 32 Batch 594/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.235 Epoch 32 Batch 595/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.903, Loss: 0.221 Epoch 32 Batch 596/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.235 Epoch 32 Batch 597/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.227 Epoch 32 Batch 598/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.217 Epoch 32 Batch 599/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.898, Loss: 0.286 Epoch 32 Batch 600/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.898, Loss: 0.228 Epoch 32 Batch 601/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.898, Loss: 0.230 Epoch 32 Batch 602/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.898, Loss: 0.246 Epoch 32 Batch 603/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.233 Epoch 32 Batch 604/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.899, Loss: 0.248 Epoch 32 Batch 605/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.249 Epoch 32 Batch 606/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.191 Epoch 32 Batch 607/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.899, Loss: 0.217 Epoch 32 Batch 608/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.898, Loss: 0.236 Epoch 32 Batch 609/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.898, Loss: 0.232 Epoch 32 Batch 610/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.898, Loss: 0.244 Epoch 32 Batch 611/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.240 Epoch 32 Batch 612/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.217 Epoch 32 Batch 613/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.226 Epoch 32 Batch 614/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.222 Epoch 32 Batch 615/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.231 Epoch 32 Batch 616/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.226 Epoch 32 Batch 617/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.210 Epoch 32 Batch 618/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.893, Loss: 0.220 Epoch 32 Batch 619/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.221 Epoch 32 Batch 620/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.894, Loss: 0.214 Epoch 32 Batch 621/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.895, Loss: 0.231 Epoch 32 Batch 622/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.235 Epoch 32 Batch 623/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.886, Loss: 0.228 Epoch 32 Batch 624/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.217 Epoch 32 Batch 625/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.235 Epoch 32 Batch 626/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.207 Epoch 32 Batch 627/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.886, Loss: 0.239 Epoch 32 Batch 628/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.890, Loss: 0.245 Epoch 32 Batch 629/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.231 Epoch 32 Batch 630/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.890, Loss: 0.231 Epoch 32 Batch 631/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.890, Loss: 0.232 Epoch 32 Batch 632/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.894, Loss: 0.224 Epoch 32 Batch 633/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.894, Loss: 0.251 Epoch 32 Batch 634/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.201 Epoch 32 Batch 635/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.893, Loss: 0.265 Epoch 32 Batch 636/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.904, Loss: 0.229 Epoch 32 Batch 637/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.903, Loss: 0.225 Epoch 32 Batch 638/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.222 Epoch 32 Batch 639/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.223 Epoch 32 Batch 640/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.202 Epoch 32 Batch 641/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.226 Epoch 32 Batch 642/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.897, Loss: 0.228 Epoch 32 Batch 643/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.200 Epoch 32 Batch 644/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.229 Epoch 32 Batch 645/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.220 Epoch 32 Batch 646/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.223 Epoch 32 Batch 647/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.882, Loss: 0.238 Epoch 32 Batch 648/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.882, Loss: 0.206 Epoch 32 Batch 649/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.231 Epoch 32 Batch 650/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.263 Epoch 32 Batch 651/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.219 Epoch 32 Batch 652/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.234 Epoch 32 Batch 653/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.884, Loss: 0.237 Epoch 32 Batch 654/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.224 Epoch 32 Batch 655/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.236 Epoch 32 Batch 656/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.214 Epoch 32 Batch 657/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.243 Epoch 32 Batch 658/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.910, Loss: 0.204 Epoch 32 Batch 659/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.905, Loss: 0.223 Epoch 32 Batch 660/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.905, Loss: 0.237 Epoch 32 Batch 661/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.203 Epoch 32 Batch 662/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.894, Loss: 0.202 Epoch 32 Batch 663/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.183 Epoch 32 Batch 664/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.223 Epoch 32 Batch 665/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.226 Epoch 32 Batch 666/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.243 Epoch 32 Batch 667/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.231 Epoch 32 Batch 668/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.246 Epoch 32 Batch 669/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.212 Epoch 32 Batch 670/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.208 Epoch 32 Batch 671/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.246 Epoch 32 Batch 672/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.882, Loss: 0.235 Epoch 32 Batch 673/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.882, Loss: 0.213 Epoch 32 Batch 674/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.885, Loss: 0.247 Epoch 32 Batch 675/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.885, Loss: 0.229 Epoch 32 Batch 676/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.884, Loss: 0.206 Epoch 32 Batch 677/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.883, Loss: 0.262 Epoch 32 Batch 678/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.194 Epoch 32 Batch 679/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.244 Epoch 32 Batch 680/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.209 Epoch 32 Batch 681/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.238 Epoch 32 Batch 682/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.234 Epoch 32 Batch 683/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.202 Epoch 32 Batch 684/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.885, Loss: 0.214 Epoch 32 Batch 685/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.884, Loss: 0.247 Epoch 32 Batch 686/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.883, Loss: 0.214 Epoch 32 Batch 687/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.240 Epoch 32 Batch 688/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.879, Loss: 0.218 Epoch 32 Batch 689/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.878, Loss: 0.217 Epoch 32 Batch 690/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.878, Loss: 0.218 Epoch 32 Batch 691/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.878, Loss: 0.234 Epoch 32 Batch 692/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.878, Loss: 0.205 Epoch 32 Batch 693/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.876, Loss: 0.264 Epoch 32 Batch 694/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.880, Loss: 0.234 Epoch 32 Batch 695/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.881, Loss: 0.222 Epoch 32 Batch 696/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.881, Loss: 0.244 Epoch 32 Batch 697/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.886, Loss: 0.227 Epoch 32 Batch 698/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.208 Epoch 32 Batch 699/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.891, Loss: 0.213 Epoch 32 Batch 700/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.894, Loss: 0.200 Epoch 32 Batch 701/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.223 Epoch 32 Batch 702/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.270 Epoch 32 Batch 703/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.231 Epoch 32 Batch 704/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.280 Epoch 32 Batch 705/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.238 Epoch 32 Batch 706/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.910, Loss: 0.256 Epoch 32 Batch 707/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.226 Epoch 32 Batch 708/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.913, Loss: 0.233 Epoch 32 Batch 709/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.913, Loss: 0.265 Epoch 32 Batch 710/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.908, Loss: 0.225 Epoch 32 Batch 711/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.908, Loss: 0.274 Epoch 32 Batch 712/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.220 Epoch 32 Batch 713/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.213 Epoch 32 Batch 714/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.221 Epoch 32 Batch 715/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.902, Loss: 0.263 Epoch 32 Batch 716/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.221 Epoch 32 Batch 717/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.901, Loss: 0.207 Epoch 32 Batch 718/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.906, Loss: 0.229 Epoch 32 Batch 719/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.221 Epoch 32 Batch 720/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.907, Loss: 0.258 Epoch 32 Batch 721/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.232 Epoch 32 Batch 722/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.903, Loss: 0.214 Epoch 32 Batch 723/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.225 Epoch 32 Batch 724/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.261 Epoch 32 Batch 725/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.215 Epoch 32 Batch 726/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.904, Loss: 0.233 Epoch 32 Batch 727/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.896, Loss: 0.214 Epoch 32 Batch 728/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.895, Loss: 0.230 Epoch 32 Batch 729/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.248 Epoch 32 Batch 730/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.240 Epoch 32 Batch 731/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.890, Loss: 0.247 Epoch 32 Batch 732/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.881, Loss: 0.239 Epoch 32 Batch 733/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.880, Loss: 0.257 Epoch 32 Batch 734/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.880, Loss: 0.251 Epoch 32 Batch 735/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.882, Loss: 0.228 Epoch 32 Batch 736/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.876, Loss: 0.212 Epoch 32 Batch 737/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.234 Epoch 32 Batch 738/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.881, Loss: 0.195 Epoch 32 Batch 739/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.881, Loss: 0.211 Epoch 32 Batch 740/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.881, Loss: 0.207 Epoch 32 Batch 741/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.872, Loss: 0.256 Epoch 32 Batch 742/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.874, Loss: 0.231 Epoch 32 Batch 743/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.869, Loss: 0.237 Epoch 32 Batch 744/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.868, Loss: 0.217 Epoch 32 Batch 745/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.876, Loss: 0.244 Epoch 32 Batch 746/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.881, Loss: 0.221 Epoch 32 Batch 747/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.873, Loss: 0.203 Epoch 32 Batch 748/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.877, Loss: 0.215 Epoch 32 Batch 749/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.871, Loss: 0.246 Epoch 32 Batch 750/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.870, Loss: 0.250 Epoch 32 Batch 751/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.875, Loss: 0.236 Epoch 32 Batch 752/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.211 Epoch 32 Batch 753/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.222 Epoch 32 Batch 754/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.890, Loss: 0.223 Epoch 32 Batch 755/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.226 Epoch 32 Batch 756/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.235 Epoch 32 Batch 757/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.893, Loss: 0.235 Epoch 32 Batch 758/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.200 Epoch 32 Batch 759/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.185 Epoch 32 Batch 760/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.896, Loss: 0.244 Epoch 32 Batch 761/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.897, Loss: 0.233 Epoch 32 Batch 762/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.900, Loss: 0.208 Epoch 32 Batch 763/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.197 Epoch 32 Batch 764/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.232 Epoch 32 Batch 765/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.897, Loss: 0.224 Epoch 32 Batch 766/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.246 Epoch 32 Batch 767/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.234 Epoch 32 Batch 768/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.226 Epoch 32 Batch 769/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.228 Epoch 32 Batch 770/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.888, Loss: 0.207 Epoch 32 Batch 771/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.238 Epoch 32 Batch 772/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.898, Loss: 0.218 Epoch 32 Batch 773/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.902, Loss: 0.209 Epoch 32 Batch 774/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.233 Epoch 32 Batch 775/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.211 Epoch 32 Batch 776/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.897, Loss: 0.214 Epoch 32 Batch 777/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.898, Loss: 0.237 Epoch 32 Batch 778/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.221 Epoch 32 Batch 779/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.235 Epoch 32 Batch 780/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.889, Loss: 0.251 Epoch 32 Batch 781/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.897, Loss: 0.194 Epoch 32 Batch 782/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.229 Epoch 32 Batch 783/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.247 Epoch 32 Batch 784/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.902, Loss: 0.202 Epoch 32 Batch 785/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.900, Loss: 0.194 Epoch 32 Batch 786/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.216 Epoch 32 Batch 787/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.213 Epoch 32 Batch 788/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.203 Epoch 32 Batch 789/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.229 Epoch 32 Batch 790/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.899, Loss: 0.260 Epoch 32 Batch 791/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.246 Epoch 32 Batch 792/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.216 Epoch 32 Batch 793/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.218 Epoch 32 Batch 794/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.892, Loss: 0.226 Epoch 32 Batch 795/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.231 Epoch 32 Batch 796/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.890, Loss: 0.220 Epoch 32 Batch 797/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.216 Epoch 32 Batch 798/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.891, Loss: 0.222 Epoch 32 Batch 799/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.889, Loss: 0.250 Epoch 32 Batch 800/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.880, Loss: 0.210 Epoch 32 Batch 801/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.880, Loss: 0.241 Epoch 32 Batch 802/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.875, Loss: 0.235 Epoch 32 Batch 803/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.238 Epoch 32 Batch 804/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.870, Loss: 0.218 Epoch 32 Batch 805/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.873, Loss: 0.234 Epoch 32 Batch 806/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.873, Loss: 0.224 Epoch 32 Batch 807/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.874, Loss: 0.208 Epoch 32 Batch 808/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.878, Loss: 0.233 Epoch 32 Batch 809/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.879, Loss: 0.275 Epoch 32 Batch 810/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.880, Loss: 0.215 Epoch 32 Batch 811/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.889, Loss: 0.203 Epoch 32 Batch 812/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.240 Epoch 32 Batch 813/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.888, Loss: 0.225 Epoch 32 Batch 814/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.259 Epoch 32 Batch 815/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.235 Epoch 32 Batch 816/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.892, Loss: 0.214 Epoch 32 Batch 817/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.241 Epoch 32 Batch 818/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.244 Epoch 32 Batch 819/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.894, Loss: 0.218 Epoch 32 Batch 820/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.894, Loss: 0.223 Epoch 32 Batch 821/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.226 Epoch 32 Batch 822/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.236 Epoch 32 Batch 823/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.905, Loss: 0.219 Epoch 32 Batch 824/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.218 Epoch 32 Batch 825/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.906, Loss: 0.197 Epoch 32 Batch 826/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.220 Epoch 32 Batch 827/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.905, Loss: 0.255 Epoch 32 Batch 828/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.222 Epoch 32 Batch 829/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.902, Loss: 0.251 Epoch 32 Batch 830/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.902, Loss: 0.239 Epoch 32 Batch 831/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.901, Loss: 0.228 Epoch 32 Batch 832/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.236 Epoch 32 Batch 833/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.253 Epoch 32 Batch 834/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.219 Epoch 32 Batch 835/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.238 Epoch 32 Batch 836/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.209 Epoch 32 Batch 837/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.262 Epoch 32 Batch 838/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.211 Epoch 32 Batch 839/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.220 Epoch 32 Batch 840/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.216 Epoch 32 Batch 841/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.226 Epoch 32 Batch 842/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.903, Loss: 0.225 Epoch 32 Batch 843/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.234 Epoch 32 Batch 844/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.213 Epoch 32 Batch 845/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.223 Epoch 32 Batch 846/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.891, Loss: 0.236 Epoch 32 Batch 847/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.250 Epoch 32 Batch 848/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.224 Epoch 32 Batch 849/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.208 Epoch 32 Batch 850/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.240 Epoch 32 Batch 851/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.250 Epoch 32 Batch 852/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.899, Loss: 0.239 Epoch 32 Batch 853/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.211 Epoch 32 Batch 854/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.240 Epoch 32 Batch 855/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.212 Epoch 32 Batch 856/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.904, Loss: 0.227 Epoch 32 Batch 857/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.212 Epoch 32 Batch 858/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.212 Epoch 32 Batch 859/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.905, Loss: 0.250 Epoch 32 Batch 860/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.221 Epoch 32 Batch 861/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.904, Loss: 0.221 Epoch 32 Batch 862/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.904, Loss: 0.226 Epoch 32 Batch 863/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.198 Epoch 32 Batch 864/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.904, Loss: 0.220 Epoch 32 Batch 865/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.223 Epoch 32 Batch 866/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.906, Loss: 0.232 Epoch 32 Batch 867/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.906, Loss: 0.282 Epoch 32 Batch 868/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.229 Epoch 32 Batch 869/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.905, Loss: 0.227 Epoch 32 Batch 870/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.905, Loss: 0.248 Epoch 32 Batch 871/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.900, Loss: 0.214 Epoch 32 Batch 872/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.227 Epoch 32 Batch 873/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.238 Epoch 32 Batch 874/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.900, Loss: 0.229 Epoch 32 Batch 875/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.901, Loss: 0.252 Epoch 32 Batch 876/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.220 Epoch 32 Batch 877/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.218 Epoch 32 Batch 878/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.896, Loss: 0.235 Epoch 32 Batch 879/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.201 Epoch 32 Batch 880/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.217 Epoch 32 Batch 881/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.889, Loss: 0.230 Epoch 32 Batch 882/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.237 Epoch 32 Batch 883/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.892, Loss: 0.253 Epoch 32 Batch 884/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.217 Epoch 32 Batch 885/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.894, Loss: 0.211 Epoch 32 Batch 886/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.233 Epoch 32 Batch 887/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.233 Epoch 32 Batch 888/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.212 Epoch 32 Batch 889/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.889, Loss: 0.220 Epoch 32 Batch 890/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.892, Loss: 0.208 Epoch 32 Batch 891/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.888, Loss: 0.244 Epoch 32 Batch 892/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.880, Loss: 0.216 Epoch 32 Batch 893/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.880, Loss: 0.230 Epoch 32 Batch 894/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.884, Loss: 0.216 Epoch 32 Batch 895/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.880, Loss: 0.226 Epoch 32 Batch 896/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.876, Loss: 0.260 Epoch 32 Batch 897/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.882, Loss: 0.209 Epoch 32 Batch 898/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.882, Loss: 0.196 Epoch 32 Batch 899/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.233 Epoch 32 Batch 900/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.886, Loss: 0.249 Epoch 32 Batch 901/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.245 Epoch 32 Batch 902/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.253 Epoch 32 Batch 903/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.211 Epoch 32 Batch 904/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.222 Epoch 32 Batch 905/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.208 Epoch 32 Batch 906/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.203 Epoch 32 Batch 907/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.207 Epoch 32 Batch 908/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.899, Loss: 0.240 Epoch 32 Batch 909/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.218 Epoch 32 Batch 910/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.227 Epoch 32 Batch 911/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.204 Epoch 32 Batch 912/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.232 Epoch 32 Batch 913/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.256 Epoch 32 Batch 914/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.256 Epoch 32 Batch 915/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.897, Loss: 0.235 Epoch 32 Batch 916/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.899, Loss: 0.244 Epoch 32 Batch 917/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.227 Epoch 32 Batch 918/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.204 Epoch 32 Batch 919/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.211 Epoch 32 Batch 920/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.257 Epoch 32 Batch 921/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.246 Epoch 32 Batch 922/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.238 Epoch 32 Batch 923/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.222 Epoch 32 Batch 924/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.264 Epoch 32 Batch 925/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.215 Epoch 32 Batch 926/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.895, Loss: 0.233 Epoch 32 Batch 927/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.895, Loss: 0.262 Epoch 32 Batch 928/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.891, Loss: 0.220 Epoch 32 Batch 929/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.881, Loss: 0.243 Epoch 32 Batch 930/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.885, Loss: 0.218 Epoch 32 Batch 931/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.218 Epoch 32 Batch 932/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.209 Epoch 32 Batch 933/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.252 Epoch 32 Batch 934/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.883, Loss: 0.220 Epoch 32 Batch 935/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.243 Epoch 32 Batch 936/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.236 Epoch 32 Batch 937/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.250 Epoch 32 Batch 938/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.245 Epoch 32 Batch 939/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.240 Epoch 32 Batch 940/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.230 Epoch 32 Batch 941/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.885, Loss: 0.198 Epoch 32 Batch 942/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.244 Epoch 32 Batch 943/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.882, Loss: 0.222 Epoch 32 Batch 944/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.890, Loss: 0.221 Epoch 32 Batch 945/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.888, Loss: 0.211 Epoch 32 Batch 946/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.897, Loss: 0.218 Epoch 32 Batch 947/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.896, Loss: 0.246 Epoch 32 Batch 948/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.232 Epoch 32 Batch 949/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.900, Loss: 0.194 Epoch 32 Batch 950/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.215 Epoch 32 Batch 951/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.900, Loss: 0.218 Epoch 32 Batch 952/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.900, Loss: 0.218 Epoch 32 Batch 953/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.902, Loss: 0.192 Epoch 32 Batch 954/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.231 Epoch 32 Batch 955/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.243 Epoch 32 Batch 956/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.227 Epoch 32 Batch 957/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.899, Loss: 0.217 Epoch 32 Batch 958/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.899, Loss: 0.232 Epoch 32 Batch 959/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.899, Loss: 0.210 Epoch 32 Batch 960/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.213 Epoch 32 Batch 961/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.898, Loss: 0.237 Epoch 32 Batch 962/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.230 Epoch 32 Batch 963/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.277 Epoch 32 Batch 964/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.208 Epoch 32 Batch 965/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.227 Epoch 32 Batch 966/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.894, Loss: 0.199 Epoch 32 Batch 967/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.893, Loss: 0.229 Epoch 32 Batch 968/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.893, Loss: 0.248 Epoch 32 Batch 969/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.272 Epoch 32 Batch 970/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.235 Epoch 32 Batch 971/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.894, Loss: 0.224 Epoch 32 Batch 972/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.228 Epoch 32 Batch 973/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.893, Loss: 0.194 Epoch 32 Batch 974/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.213 Epoch 32 Batch 975/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.218 Epoch 32 Batch 976/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.202 Epoch 32 Batch 977/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.213 Epoch 32 Batch 978/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.889, Loss: 0.239 Epoch 32 Batch 979/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.250 Epoch 32 Batch 980/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.238 Epoch 32 Batch 981/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.899, Loss: 0.224 Epoch 32 Batch 982/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.211 Epoch 32 Batch 983/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.244 Epoch 32 Batch 984/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.907, Loss: 0.244 Epoch 32 Batch 985/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.196 Epoch 32 Batch 986/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.234 Epoch 32 Batch 987/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.903, Loss: 0.212 Epoch 32 Batch 988/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.228 Epoch 32 Batch 989/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.231 Epoch 32 Batch 990/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.902, Loss: 0.220 Epoch 32 Batch 991/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.904, Loss: 0.246 Epoch 32 Batch 992/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.232 Epoch 32 Batch 993/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.191 Epoch 32 Batch 994/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.224 Epoch 32 Batch 995/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.236 Epoch 32 Batch 996/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.898, Loss: 0.220 Epoch 32 Batch 997/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.240 Epoch 32 Batch 998/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.227 Epoch 32 Batch 999/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.217 Epoch 32 Batch 1000/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.886, Loss: 0.213 Epoch 32 Batch 1001/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.877, Loss: 0.199 Epoch 32 Batch 1002/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.871, Loss: 0.205 Epoch 32 Batch 1003/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.870, Loss: 0.220 Epoch 32 Batch 1004/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.869, Loss: 0.242 Epoch 32 Batch 1005/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.867, Loss: 0.222 Epoch 32 Batch 1006/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.867, Loss: 0.212 Epoch 32 Batch 1007/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.873, Loss: 0.220 Epoch 32 Batch 1008/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.876, Loss: 0.251 Epoch 32 Batch 1009/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.873, Loss: 0.191 Epoch 32 Batch 1010/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.878, Loss: 0.237 Epoch 32 Batch 1011/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.878, Loss: 0.222 Epoch 32 Batch 1012/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.880, Loss: 0.191 Epoch 32 Batch 1013/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.884, Loss: 0.193 Epoch 32 Batch 1014/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.884, Loss: 0.244 Epoch 32 Batch 1015/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.884, Loss: 0.267 Epoch 32 Batch 1016/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.880, Loss: 0.232 Epoch 32 Batch 1017/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.880, Loss: 0.221 Epoch 32 Batch 1018/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.885, Loss: 0.230 Epoch 32 Batch 1019/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.279 Epoch 32 Batch 1020/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.890, Loss: 0.206 Epoch 32 Batch 1021/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.230 Epoch 32 Batch 1022/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.889, Loss: 0.201 Epoch 32 Batch 1023/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.204 Epoch 32 Batch 1024/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.893, Loss: 0.245 Epoch 32 Batch 1025/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.894, Loss: 0.235 Epoch 32 Batch 1026/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.894, Loss: 0.219 Epoch 32 Batch 1027/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.228 Epoch 32 Batch 1028/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.891, Loss: 0.220 Epoch 32 Batch 1029/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.213 Epoch 32 Batch 1030/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.891, Loss: 0.225 Epoch 32 Batch 1031/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.235 Epoch 32 Batch 1032/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.253 Epoch 32 Batch 1033/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.890, Loss: 0.216 Epoch 32 Batch 1034/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.895, Loss: 0.223 Epoch 32 Batch 1035/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.892, Loss: 0.200 Epoch 32 Batch 1036/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.893, Loss: 0.242 Epoch 32 Batch 1037/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.893, Loss: 0.237 Epoch 32 Batch 1038/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.887, Loss: 0.244 Epoch 32 Batch 1039/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.882, Loss: 0.226 Epoch 32 Batch 1040/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.882, Loss: 0.242 Epoch 32 Batch 1041/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.881, Loss: 0.262 Epoch 32 Batch 1042/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.882, Loss: 0.203 Epoch 32 Batch 1043/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.885, Loss: 0.245 Epoch 32 Batch 1044/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.883, Loss: 0.240 Epoch 32 Batch 1045/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.886, Loss: 0.234 Epoch 32 Batch 1046/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.201 Epoch 32 Batch 1047/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.893, Loss: 0.220 Epoch 32 Batch 1048/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.224 Epoch 32 Batch 1049/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.237 Epoch 32 Batch 1050/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.889, Loss: 0.218 Epoch 32 Batch 1051/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.232 Epoch 32 Batch 1052/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.209 Epoch 32 Batch 1053/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.225 Epoch 32 Batch 1054/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.897, Loss: 0.222 Epoch 32 Batch 1055/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.888, Loss: 0.218 Epoch 32 Batch 1056/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.221 Epoch 32 Batch 1057/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.890, Loss: 0.240 Epoch 32 Batch 1058/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.251 Epoch 32 Batch 1059/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.896, Loss: 0.262 Epoch 32 Batch 1060/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.214 Epoch 32 Batch 1061/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.257 Epoch 32 Batch 1062/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.220 Epoch 32 Batch 1063/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.233 Epoch 32 Batch 1064/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.224 Epoch 32 Batch 1065/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.893, Loss: 0.232 Epoch 32 Batch 1066/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.220 Epoch 32 Batch 1067/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.888, Loss: 0.255 Epoch 32 Batch 1068/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.217 Epoch 32 Batch 1069/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.197 Epoch 32 Batch 1070/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.226 Epoch 32 Batch 1071/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.901, Loss: 0.231 Epoch 32 Batch 1072/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.233 Epoch 32 Batch 1073/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.258 Epoch 32 Batch 1074/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.249 Epoch 32 Batch 1075/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.262 Epoch 33 Batch 0/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.196 Epoch 33 Batch 1/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.209 Epoch 33 Batch 2/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.898, Loss: 0.235 Epoch 33 Batch 3/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.227 Epoch 33 Batch 4/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.219 Epoch 33 Batch 5/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.275 Epoch 33 Batch 6/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.246 Epoch 33 Batch 7/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.213 Epoch 33 Batch 8/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.222 Epoch 33 Batch 9/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.219 Epoch 33 Batch 10/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.220 Epoch 33 Batch 11/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.221 Epoch 33 Batch 12/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.232 Epoch 33 Batch 13/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.880, Loss: 0.229 Epoch 33 Batch 14/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.885, Loss: 0.193 Epoch 33 Batch 15/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.884, Loss: 0.205 Epoch 33 Batch 16/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.889, Loss: 0.218 Epoch 33 Batch 17/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.889, Loss: 0.210 Epoch 33 Batch 18/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.892, Loss: 0.228 Epoch 33 Batch 19/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.892, Loss: 0.239 Epoch 33 Batch 20/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.891, Loss: 0.213 Epoch 33 Batch 21/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.886, Loss: 0.230 Epoch 33 Batch 22/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.882, Loss: 0.231 Epoch 33 Batch 23/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.877, Loss: 0.228 Epoch 33 Batch 24/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.881, Loss: 0.230 Epoch 33 Batch 25/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.884, Loss: 0.191 Epoch 33 Batch 26/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.884, Loss: 0.241 Epoch 33 Batch 27/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.196 Epoch 33 Batch 28/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.887, Loss: 0.226 Epoch 33 Batch 29/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.888, Loss: 0.226 Epoch 33 Batch 30/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.227 Epoch 33 Batch 31/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.211 Epoch 33 Batch 32/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.210 Epoch 33 Batch 33/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.885, Loss: 0.205 Epoch 33 Batch 34/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.225 Epoch 33 Batch 35/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.886, Loss: 0.203 Epoch 33 Batch 36/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.215 Epoch 33 Batch 37/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.229 Epoch 33 Batch 38/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.239 Epoch 33 Batch 39/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.885, Loss: 0.258 Epoch 33 Batch 40/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.889, Loss: 0.218 Epoch 33 Batch 41/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.890, Loss: 0.232 Epoch 33 Batch 42/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.890, Loss: 0.250 Epoch 33 Batch 43/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.208 Epoch 33 Batch 44/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.890, Loss: 0.219 Epoch 33 Batch 45/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.890, Loss: 0.233 Epoch 33 Batch 46/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.890, Loss: 0.229 Epoch 33 Batch 47/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.889, Loss: 0.242 Epoch 33 Batch 48/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.887, Loss: 0.260 Epoch 33 Batch 49/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.889, Loss: 0.236 Epoch 33 Batch 50/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.890, Loss: 0.209 Epoch 33 Batch 51/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.890, Loss: 0.208 Epoch 33 Batch 52/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.229 Epoch 33 Batch 53/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.224 Epoch 33 Batch 54/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.268 Epoch 33 Batch 55/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.219 Epoch 33 Batch 56/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.214 Epoch 33 Batch 57/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.894, Loss: 0.208 Epoch 33 Batch 58/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.205 Epoch 33 Batch 59/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.895, Loss: 0.232 Epoch 33 Batch 60/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.210 Epoch 33 Batch 61/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.893, Loss: 0.250 Epoch 33 Batch 62/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.893, Loss: 0.232 Epoch 33 Batch 63/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.893, Loss: 0.209 Epoch 33 Batch 64/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.218 Epoch 33 Batch 65/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.241 Epoch 33 Batch 66/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.196 Epoch 33 Batch 67/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.233 Epoch 33 Batch 68/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.256 Epoch 33 Batch 69/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.892, Loss: 0.277 Epoch 33 Batch 70/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.248 Epoch 33 Batch 71/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.879, Loss: 0.198 Epoch 33 Batch 72/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.261 Epoch 33 Batch 73/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.887, Loss: 0.228 Epoch 33 Batch 74/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.883, Loss: 0.204 Epoch 33 Batch 75/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.887, Loss: 0.249 Epoch 33 Batch 76/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.884, Loss: 0.199 Epoch 33 Batch 77/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.879, Loss: 0.236 Epoch 33 Batch 78/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.879, Loss: 0.211 Epoch 33 Batch 79/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.880, Loss: 0.238 Epoch 33 Batch 80/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.876, Loss: 0.236 Epoch 33 Batch 81/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.887, Loss: 0.206 Epoch 33 Batch 82/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.192 Epoch 33 Batch 83/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.882, Loss: 0.234 Epoch 33 Batch 84/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.881, Loss: 0.232 Epoch 33 Batch 85/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.881, Loss: 0.213 Epoch 33 Batch 86/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.881, Loss: 0.225 Epoch 33 Batch 87/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.881, Loss: 0.258 Epoch 33 Batch 88/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.877, Loss: 0.254 Epoch 33 Batch 89/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.880, Loss: 0.210 Epoch 33 Batch 90/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.876, Loss: 0.241 Epoch 33 Batch 91/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.877, Loss: 0.195 Epoch 33 Batch 92/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.882, Loss: 0.221 Epoch 33 Batch 93/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.212 Epoch 33 Batch 94/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.211 Epoch 33 Batch 95/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.245 Epoch 33 Batch 96/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.902, Loss: 0.223 Epoch 33 Batch 97/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.902, Loss: 0.232 Epoch 33 Batch 98/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.232 Epoch 33 Batch 99/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.253 Epoch 33 Batch 100/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.221 Epoch 33 Batch 101/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.903, Loss: 0.209 Epoch 33 Batch 102/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.227 Epoch 33 Batch 103/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.904, Loss: 0.256 Epoch 33 Batch 104/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.227 Epoch 33 Batch 105/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.903, Loss: 0.240 Epoch 33 Batch 106/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.246 Epoch 33 Batch 107/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.224 Epoch 33 Batch 108/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.196 Epoch 33 Batch 109/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.901, Loss: 0.224 Epoch 33 Batch 110/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.901, Loss: 0.191 Epoch 33 Batch 111/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.212 Epoch 33 Batch 112/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.218 Epoch 33 Batch 113/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.234 Epoch 33 Batch 114/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.894, Loss: 0.207 Epoch 33 Batch 115/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.229 Epoch 33 Batch 116/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.893, Loss: 0.245 Epoch 33 Batch 117/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.235 Epoch 33 Batch 118/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.900, Loss: 0.244 Epoch 33 Batch 119/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.232 Epoch 33 Batch 120/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.241 Epoch 33 Batch 121/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.231 Epoch 33 Batch 122/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.900, Loss: 0.220 Epoch 33 Batch 123/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.199 Epoch 33 Batch 124/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.903, Loss: 0.231 Epoch 33 Batch 125/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.230 Epoch 33 Batch 126/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.897, Loss: 0.201 Epoch 33 Batch 127/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.208 Epoch 33 Batch 128/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.216 Epoch 33 Batch 129/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.243 Epoch 33 Batch 130/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.192 Epoch 33 Batch 131/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.224 Epoch 33 Batch 132/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.229 Epoch 33 Batch 133/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.219 Epoch 33 Batch 134/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.207 Epoch 33 Batch 135/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.221 Epoch 33 Batch 136/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.209 Epoch 33 Batch 137/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.197 Epoch 33 Batch 138/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.212 Epoch 33 Batch 139/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.236 Epoch 33 Batch 140/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.243 Epoch 33 Batch 141/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.212 Epoch 33 Batch 142/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.205 Epoch 33 Batch 143/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.904, Loss: 0.233 Epoch 33 Batch 144/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.904, Loss: 0.242 Epoch 33 Batch 145/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.248 Epoch 33 Batch 146/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.244 Epoch 33 Batch 147/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.900, Loss: 0.251 Epoch 33 Batch 148/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.227 Epoch 33 Batch 149/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.234 Epoch 33 Batch 150/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.211 Epoch 33 Batch 151/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.208 Epoch 33 Batch 152/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.249 Epoch 33 Batch 153/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.246 Epoch 33 Batch 154/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.233 Epoch 33 Batch 155/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.236 Epoch 33 Batch 156/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.229 Epoch 33 Batch 157/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.242 Epoch 33 Batch 158/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.874, Loss: 0.225 Epoch 33 Batch 159/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.873, Loss: 0.171 Epoch 33 Batch 160/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.873, Loss: 0.216 Epoch 33 Batch 161/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.880, Loss: 0.219 Epoch 33 Batch 162/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.886, Loss: 0.269 Epoch 33 Batch 163/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.273 Epoch 33 Batch 164/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.889, Loss: 0.244 Epoch 33 Batch 165/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.228 Epoch 33 Batch 166/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.254 Epoch 33 Batch 167/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.223 Epoch 33 Batch 168/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.905, Loss: 0.263 Epoch 33 Batch 169/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.238 Epoch 33 Batch 170/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.900, Loss: 0.249 Epoch 33 Batch 171/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.198 Epoch 33 Batch 172/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.203 Epoch 33 Batch 173/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.249 Epoch 33 Batch 174/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.214 Epoch 33 Batch 175/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.207 Epoch 33 Batch 176/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.213 Epoch 33 Batch 177/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.897, Loss: 0.226 Epoch 33 Batch 178/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.214 Epoch 33 Batch 179/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.240 Epoch 33 Batch 180/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.216 Epoch 33 Batch 181/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.260 Epoch 33 Batch 182/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.900, Loss: 0.226 Epoch 33 Batch 183/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.900, Loss: 0.242 Epoch 33 Batch 184/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.218 Epoch 33 Batch 185/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.901, Loss: 0.223 Epoch 33 Batch 186/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.251 Epoch 33 Batch 187/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.216 Epoch 33 Batch 188/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.225 Epoch 33 Batch 189/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.219 Epoch 33 Batch 190/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.906, Loss: 0.232 Epoch 33 Batch 191/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.187 Epoch 33 Batch 192/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.217 Epoch 33 Batch 193/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.228 Epoch 33 Batch 194/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.187 Epoch 33 Batch 195/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.212 Epoch 33 Batch 196/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.213 Epoch 33 Batch 197/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.224 Epoch 33 Batch 198/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.889, Loss: 0.228 Epoch 33 Batch 199/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.198 Epoch 33 Batch 200/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.890, Loss: 0.226 Epoch 33 Batch 201/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.202 Epoch 33 Batch 202/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.885, Loss: 0.241 Epoch 33 Batch 203/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.885, Loss: 0.203 Epoch 33 Batch 204/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.885, Loss: 0.242 Epoch 33 Batch 205/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.885, Loss: 0.225 Epoch 33 Batch 206/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.885, Loss: 0.220 Epoch 33 Batch 207/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.883, Loss: 0.212 Epoch 33 Batch 208/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.883, Loss: 0.249 Epoch 33 Batch 209/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.883, Loss: 0.189 Epoch 33 Batch 210/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.888, Loss: 0.225 Epoch 33 Batch 211/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.889, Loss: 0.201 Epoch 33 Batch 212/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.894, Loss: 0.196 Epoch 33 Batch 213/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.894, Loss: 0.209 Epoch 33 Batch 214/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.894, Loss: 0.224 Epoch 33 Batch 215/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.899, Loss: 0.235 Epoch 33 Batch 216/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.232 Epoch 33 Batch 217/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.901, Loss: 0.191 Epoch 33 Batch 218/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.248 Epoch 33 Batch 219/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.202 Epoch 33 Batch 220/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.213 Epoch 33 Batch 221/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.901, Loss: 0.217 Epoch 33 Batch 222/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.227 Epoch 33 Batch 223/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.901, Loss: 0.195 Epoch 33 Batch 224/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.213 Epoch 33 Batch 225/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.243 Epoch 33 Batch 226/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.900, Loss: 0.221 Epoch 33 Batch 227/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.902, Loss: 0.258 Epoch 33 Batch 228/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.207 Epoch 33 Batch 229/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.244 Epoch 33 Batch 230/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.200 Epoch 33 Batch 231/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.260 Epoch 33 Batch 232/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.898, Loss: 0.212 Epoch 33 Batch 233/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.255 Epoch 33 Batch 234/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.894, Loss: 0.231 Epoch 33 Batch 235/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.893, Loss: 0.222 Epoch 33 Batch 236/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.243 Epoch 33 Batch 237/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.899, Loss: 0.188 Epoch 33 Batch 238/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.219 Epoch 33 Batch 239/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.899, Loss: 0.194 Epoch 33 Batch 240/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.899, Loss: 0.216 Epoch 33 Batch 241/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.204 Epoch 33 Batch 242/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.205 Epoch 33 Batch 243/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.235 Epoch 33 Batch 244/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.228 Epoch 33 Batch 245/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.904, Loss: 0.206 Epoch 33 Batch 246/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.904, Loss: 0.213 Epoch 33 Batch 247/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.212 Epoch 33 Batch 248/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.905, Loss: 0.219 Epoch 33 Batch 249/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.217 Epoch 33 Batch 250/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.213 Epoch 33 Batch 251/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.227 Epoch 33 Batch 252/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.220 Epoch 33 Batch 253/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.905, Loss: 0.218 Epoch 33 Batch 254/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.219 Epoch 33 Batch 255/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.905, Loss: 0.234 Epoch 33 Batch 256/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.904, Loss: 0.276 Epoch 33 Batch 257/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.905, Loss: 0.230 Epoch 33 Batch 258/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.905, Loss: 0.212 Epoch 33 Batch 259/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.229 Epoch 33 Batch 260/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.215 Epoch 33 Batch 261/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.226 Epoch 33 Batch 262/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.199 Epoch 33 Batch 263/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.895, Loss: 0.201 Epoch 33 Batch 264/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.894, Loss: 0.237 Epoch 33 Batch 265/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.232 Epoch 33 Batch 266/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.890, Loss: 0.217 Epoch 33 Batch 267/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.884, Loss: 0.197 Epoch 33 Batch 268/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.880, Loss: 0.238 Epoch 33 Batch 269/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.880, Loss: 0.250 Epoch 33 Batch 270/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.881, Loss: 0.233 Epoch 33 Batch 271/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.884, Loss: 0.210 Epoch 33 Batch 272/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.884, Loss: 0.306 Epoch 33 Batch 273/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.884, Loss: 0.198 Epoch 33 Batch 274/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.884, Loss: 0.239 Epoch 33 Batch 275/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.884, Loss: 0.231 Epoch 33 Batch 276/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.885, Loss: 0.259 Epoch 33 Batch 277/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.886, Loss: 0.189 Epoch 33 Batch 278/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.885, Loss: 0.259 Epoch 33 Batch 279/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.885, Loss: 0.251 Epoch 33 Batch 280/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.887, Loss: 0.255 Epoch 33 Batch 281/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.246 Epoch 33 Batch 282/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.894, Loss: 0.273 Epoch 33 Batch 283/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.899, Loss: 0.230 Epoch 33 Batch 284/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.235 Epoch 33 Batch 285/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.233 Epoch 33 Batch 286/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.208 Epoch 33 Batch 287/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.226 Epoch 33 Batch 288/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.891, Loss: 0.248 Epoch 33 Batch 289/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.897, Loss: 0.227 Epoch 33 Batch 290/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.893, Loss: 0.241 Epoch 33 Batch 291/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.897, Loss: 0.239 Epoch 33 Batch 292/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.895, Loss: 0.214 Epoch 33 Batch 293/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.246 Epoch 33 Batch 294/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.224 Epoch 33 Batch 295/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.235 Epoch 33 Batch 296/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.214 Epoch 33 Batch 297/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.890, Loss: 0.252 Epoch 33 Batch 298/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.243 Epoch 33 Batch 299/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.222 Epoch 33 Batch 300/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.897, Loss: 0.203 Epoch 33 Batch 301/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.897, Loss: 0.217 Epoch 33 Batch 302/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.233 Epoch 33 Batch 303/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.261 Epoch 33 Batch 304/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.890, Loss: 0.218 Epoch 33 Batch 305/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.229 Epoch 33 Batch 306/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.220 Epoch 33 Batch 307/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.887, Loss: 0.234 Epoch 33 Batch 308/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.242 Epoch 33 Batch 309/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.211 Epoch 33 Batch 310/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.243 Epoch 33 Batch 311/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.200 Epoch 33 Batch 312/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.896, Loss: 0.255 Epoch 33 Batch 313/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.211 Epoch 33 Batch 314/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.210 Epoch 33 Batch 315/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.892, Loss: 0.215 Epoch 33 Batch 316/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.892, Loss: 0.192 Epoch 33 Batch 317/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.256 Epoch 33 Batch 318/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.896, Loss: 0.211 Epoch 33 Batch 319/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.900, Loss: 0.218 Epoch 33 Batch 320/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.236 Epoch 33 Batch 321/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.892, Loss: 0.227 Epoch 33 Batch 322/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.894, Loss: 0.201 Epoch 33 Batch 323/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.221 Epoch 33 Batch 324/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.894, Loss: 0.231 Epoch 33 Batch 325/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.219 Epoch 33 Batch 326/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.215 Epoch 33 Batch 327/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.252 Epoch 33 Batch 328/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.904, Loss: 0.245 Epoch 33 Batch 329/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.236 Epoch 33 Batch 330/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.255 Epoch 33 Batch 331/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.235 Epoch 33 Batch 332/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.899, Loss: 0.183 Epoch 33 Batch 333/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.216 Epoch 33 Batch 334/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.892, Loss: 0.213 Epoch 33 Batch 335/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.225 Epoch 33 Batch 336/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.252 Epoch 33 Batch 337/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.892, Loss: 0.232 Epoch 33 Batch 338/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.892, Loss: 0.249 Epoch 33 Batch 339/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.198 Epoch 33 Batch 340/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.222 Epoch 33 Batch 341/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.895, Loss: 0.268 Epoch 33 Batch 342/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.223 Epoch 33 Batch 343/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.222 Epoch 33 Batch 344/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.228 Epoch 33 Batch 345/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.237 Epoch 33 Batch 346/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.231 Epoch 33 Batch 347/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.886, Loss: 0.199 Epoch 33 Batch 348/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.201 Epoch 33 Batch 349/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.891, Loss: 0.220 Epoch 33 Batch 350/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.892, Loss: 0.240 Epoch 33 Batch 351/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.892, Loss: 0.245 Epoch 33 Batch 352/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.891, Loss: 0.224 Epoch 33 Batch 353/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.888, Loss: 0.236 Epoch 33 Batch 354/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.888, Loss: 0.249 Epoch 33 Batch 355/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.258 Epoch 33 Batch 356/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.888, Loss: 0.223 Epoch 33 Batch 357/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.889, Loss: 0.204 Epoch 33 Batch 358/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.888, Loss: 0.240 Epoch 33 Batch 359/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.888, Loss: 0.239 Epoch 33 Batch 360/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.215 Epoch 33 Batch 361/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.885, Loss: 0.225 Epoch 33 Batch 362/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.882, Loss: 0.225 Epoch 33 Batch 363/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.884, Loss: 0.233 Epoch 33 Batch 364/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.884, Loss: 0.240 Epoch 33 Batch 365/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.880, Loss: 0.232 Epoch 33 Batch 366/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.882, Loss: 0.214 Epoch 33 Batch 367/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.882, Loss: 0.197 Epoch 33 Batch 368/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.887, Loss: 0.230 Epoch 33 Batch 369/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.225 Epoch 33 Batch 370/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.885, Loss: 0.225 Epoch 33 Batch 371/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.881, Loss: 0.221 Epoch 33 Batch 372/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.881, Loss: 0.213 Epoch 33 Batch 373/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.886, Loss: 0.205 Epoch 33 Batch 374/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.886, Loss: 0.254 Epoch 33 Batch 375/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.886, Loss: 0.224 Epoch 33 Batch 376/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.886, Loss: 0.244 Epoch 33 Batch 377/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.218 Epoch 33 Batch 378/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.896, Loss: 0.207 Epoch 33 Batch 379/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.261 Epoch 33 Batch 380/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.212 Epoch 33 Batch 381/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.239 Epoch 33 Batch 382/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.256 Epoch 33 Batch 383/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.210 Epoch 33 Batch 384/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.215 Epoch 33 Batch 385/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.894, Loss: 0.219 Epoch 33 Batch 386/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.894, Loss: 0.218 Epoch 33 Batch 387/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.217 Epoch 33 Batch 388/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.889, Loss: 0.222 Epoch 33 Batch 389/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.225 Epoch 33 Batch 390/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.888, Loss: 0.255 Epoch 33 Batch 391/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.232 Epoch 33 Batch 392/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.895, Loss: 0.233 Epoch 33 Batch 393/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.200 Epoch 33 Batch 394/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.227 Epoch 33 Batch 395/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.893, Loss: 0.211 Epoch 33 Batch 396/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.259 Epoch 33 Batch 397/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.223 Epoch 33 Batch 398/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.874, Loss: 0.224 Epoch 33 Batch 399/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.879, Loss: 0.256 Epoch 33 Batch 400/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.875, Loss: 0.252 Epoch 33 Batch 401/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.875, Loss: 0.221 Epoch 33 Batch 402/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.875, Loss: 0.199 Epoch 33 Batch 403/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.880, Loss: 0.252 Epoch 33 Batch 404/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.880, Loss: 0.197 Epoch 33 Batch 405/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.877, Loss: 0.250 Epoch 33 Batch 406/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.882, Loss: 0.199 Epoch 33 Batch 407/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.882, Loss: 0.247 Epoch 33 Batch 408/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.882, Loss: 0.242 Epoch 33 Batch 409/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.238 Epoch 33 Batch 410/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.267 Epoch 33 Batch 411/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.877, Loss: 0.215 Epoch 33 Batch 412/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.877, Loss: 0.213 Epoch 33 Batch 413/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.877, Loss: 0.223 Epoch 33 Batch 414/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.878, Loss: 0.228 Epoch 33 Batch 415/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.877, Loss: 0.219 Epoch 33 Batch 416/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.877, Loss: 0.225 Epoch 33 Batch 417/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.878, Loss: 0.258 Epoch 33 Batch 418/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.875, Loss: 0.185 Epoch 33 Batch 419/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.218 Epoch 33 Batch 420/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.881, Loss: 0.225 Epoch 33 Batch 421/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.876, Loss: 0.252 Epoch 33 Batch 422/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.880, Loss: 0.216 Epoch 33 Batch 423/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.881, Loss: 0.241 Epoch 33 Batch 424/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.880, Loss: 0.223 Epoch 33 Batch 425/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.880, Loss: 0.213 Epoch 33 Batch 426/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.241 Epoch 33 Batch 427/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.882, Loss: 0.220 Epoch 33 Batch 428/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.882, Loss: 0.209 Epoch 33 Batch 429/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.881, Loss: 0.225 Epoch 33 Batch 430/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.880, Loss: 0.212 Epoch 33 Batch 431/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.876, Loss: 0.196 Epoch 33 Batch 432/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.873, Loss: 0.234 Epoch 33 Batch 433/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.874, Loss: 0.237 Epoch 33 Batch 434/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.873, Loss: 0.241 Epoch 33 Batch 435/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.872, Loss: 0.248 Epoch 33 Batch 436/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.873, Loss: 0.203 Epoch 33 Batch 437/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.233 Epoch 33 Batch 438/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.877, Loss: 0.221 Epoch 33 Batch 439/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.878, Loss: 0.251 Epoch 33 Batch 440/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.879, Loss: 0.233 Epoch 33 Batch 441/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.878, Loss: 0.216 Epoch 33 Batch 442/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.231 Epoch 33 Batch 443/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.882, Loss: 0.230 Epoch 33 Batch 444/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.876, Loss: 0.215 Epoch 33 Batch 445/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.227 Epoch 33 Batch 446/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.876, Loss: 0.197 Epoch 33 Batch 447/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.212 Epoch 33 Batch 448/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.870, Loss: 0.242 Epoch 33 Batch 449/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.868, Loss: 0.237 Epoch 33 Batch 450/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.864, Loss: 0.232 Epoch 33 Batch 451/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.864, Loss: 0.210 Epoch 33 Batch 452/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.867, Loss: 0.257 Epoch 33 Batch 453/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.867, Loss: 0.235 Epoch 33 Batch 454/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.243 Epoch 33 Batch 455/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.867, Loss: 0.223 Epoch 33 Batch 456/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.877, Loss: 0.224 Epoch 33 Batch 457/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.879, Loss: 0.207 Epoch 33 Batch 458/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.879, Loss: 0.225 Epoch 33 Batch 459/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.220 Epoch 33 Batch 460/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.212 Epoch 33 Batch 461/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.891, Loss: 0.221 Epoch 33 Batch 462/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.894, Loss: 0.214 Epoch 33 Batch 463/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.236 Epoch 33 Batch 464/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.894, Loss: 0.205 Epoch 33 Batch 465/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.235 Epoch 33 Batch 466/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.227 Epoch 33 Batch 467/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.896, Loss: 0.227 Epoch 33 Batch 468/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.248 Epoch 33 Batch 469/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.895, Loss: 0.195 Epoch 33 Batch 470/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.891, Loss: 0.243 Epoch 33 Batch 471/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.886, Loss: 0.209 Epoch 33 Batch 472/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.201 Epoch 33 Batch 473/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.227 Epoch 33 Batch 474/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.883, Loss: 0.230 Epoch 33 Batch 475/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.885, Loss: 0.209 Epoch 33 Batch 476/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.202 Epoch 33 Batch 477/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.204 Epoch 33 Batch 478/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.228 Epoch 33 Batch 479/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.890, Loss: 0.248 Epoch 33 Batch 480/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.235 Epoch 33 Batch 481/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.236 Epoch 33 Batch 482/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.884, Loss: 0.255 Epoch 33 Batch 483/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.884, Loss: 0.227 Epoch 33 Batch 484/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.248 Epoch 33 Batch 485/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.235 Epoch 33 Batch 486/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.889, Loss: 0.211 Epoch 33 Batch 487/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.235 Epoch 33 Batch 488/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.232 Epoch 33 Batch 489/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.203 Epoch 33 Batch 490/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.234 Epoch 33 Batch 491/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.239 Epoch 33 Batch 492/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.893, Loss: 0.257 Epoch 33 Batch 493/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.899, Loss: 0.209 Epoch 33 Batch 494/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.899, Loss: 0.221 Epoch 33 Batch 495/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.215 Epoch 33 Batch 496/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.220 Epoch 33 Batch 497/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.898, Loss: 0.240 Epoch 33 Batch 498/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.223 Epoch 33 Batch 499/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.895, Loss: 0.199 Epoch 33 Batch 500/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.216 Epoch 33 Batch 501/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.212 Epoch 33 Batch 502/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.896, Loss: 0.211 Epoch 33 Batch 503/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.208 Epoch 33 Batch 504/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.892, Loss: 0.220 Epoch 33 Batch 505/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.184 Epoch 33 Batch 506/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.221 Epoch 33 Batch 507/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.892, Loss: 0.219 Epoch 33 Batch 508/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.212 Epoch 33 Batch 509/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.889, Loss: 0.235 Epoch 33 Batch 510/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.883, Loss: 0.210 Epoch 33 Batch 511/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.229 Epoch 33 Batch 512/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.892, Loss: 0.207 Epoch 33 Batch 513/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.229 Epoch 33 Batch 514/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.895, Loss: 0.213 Epoch 33 Batch 515/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.211 Epoch 33 Batch 516/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.204 Epoch 33 Batch 517/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.205 Epoch 33 Batch 518/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.899, Loss: 0.210 Epoch 33 Batch 519/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.246 Epoch 33 Batch 520/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.215 Epoch 33 Batch 521/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.208 Epoch 33 Batch 522/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.902, Loss: 0.261 Epoch 33 Batch 523/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.900, Loss: 0.233 Epoch 33 Batch 524/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.225 Epoch 33 Batch 525/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.210 Epoch 33 Batch 526/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.886, Loss: 0.224 Epoch 33 Batch 527/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.890, Loss: 0.228 Epoch 33 Batch 528/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.211 Epoch 33 Batch 529/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.889, Loss: 0.223 Epoch 33 Batch 530/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.889, Loss: 0.232 Epoch 33 Batch 531/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.889, Loss: 0.231 Epoch 33 Batch 532/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.890, Loss: 0.231 Epoch 33 Batch 533/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.889, Loss: 0.266 Epoch 33 Batch 534/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.210 Epoch 33 Batch 535/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.884, Loss: 0.212 Epoch 33 Batch 536/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.887, Loss: 0.203 Epoch 33 Batch 537/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.220 Epoch 33 Batch 538/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.886, Loss: 0.185 Epoch 33 Batch 539/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.243 Epoch 33 Batch 540/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.889, Loss: 0.203 Epoch 33 Batch 541/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.241 Epoch 33 Batch 542/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.222 Epoch 33 Batch 543/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.893, Loss: 0.238 Epoch 33 Batch 544/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.892, Loss: 0.199 Epoch 33 Batch 545/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.249 Epoch 33 Batch 546/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.894, Loss: 0.240 Epoch 33 Batch 547/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.218 Epoch 33 Batch 548/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.234 Epoch 33 Batch 549/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.901, Loss: 0.230 Epoch 33 Batch 550/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.900, Loss: 0.239 Epoch 33 Batch 551/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.900, Loss: 0.234 Epoch 33 Batch 552/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.254 Epoch 33 Batch 553/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.236 Epoch 33 Batch 554/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.216 Epoch 33 Batch 555/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.225 Epoch 33 Batch 556/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.897, Loss: 0.220 Epoch 33 Batch 557/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.215 Epoch 33 Batch 558/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.220 Epoch 33 Batch 559/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.218 Epoch 33 Batch 560/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.208 Epoch 33 Batch 561/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.898, Loss: 0.198 Epoch 33 Batch 562/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.220 Epoch 33 Batch 563/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.892, Loss: 0.244 Epoch 33 Batch 564/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.251 Epoch 33 Batch 565/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.237 Epoch 33 Batch 566/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.267 Epoch 33 Batch 567/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.231 Epoch 33 Batch 568/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.887, Loss: 0.208 Epoch 33 Batch 569/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.231 Epoch 33 Batch 570/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.239 Epoch 33 Batch 571/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.886, Loss: 0.204 Epoch 33 Batch 572/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.886, Loss: 0.199 Epoch 33 Batch 573/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.241 Epoch 33 Batch 574/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.251 Epoch 33 Batch 575/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.215 Epoch 33 Batch 576/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.893, Loss: 0.213 Epoch 33 Batch 577/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.247 Epoch 33 Batch 578/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.891, Loss: 0.249 Epoch 33 Batch 579/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.891, Loss: 0.204 Epoch 33 Batch 580/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.204 Epoch 33 Batch 581/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.199 Epoch 33 Batch 582/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.896, Loss: 0.226 Epoch 33 Batch 583/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.249 Epoch 33 Batch 584/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.884, Loss: 0.224 Epoch 33 Batch 585/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.887, Loss: 0.206 Epoch 33 Batch 586/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.887, Loss: 0.235 Epoch 33 Batch 587/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.883, Loss: 0.251 Epoch 33 Batch 588/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.874, Loss: 0.221 Epoch 33 Batch 589/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.874, Loss: 0.224 Epoch 33 Batch 590/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.876, Loss: 0.228 Epoch 33 Batch 591/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.875, Loss: 0.214 Epoch 33 Batch 592/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.871, Loss: 0.245 Epoch 33 Batch 593/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.874, Loss: 0.238 Epoch 33 Batch 594/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.871, Loss: 0.246 Epoch 33 Batch 595/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.245 Epoch 33 Batch 596/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.876, Loss: 0.225 Epoch 33 Batch 597/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.235 Epoch 33 Batch 598/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.876, Loss: 0.232 Epoch 33 Batch 599/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.880, Loss: 0.295 Epoch 33 Batch 600/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.885, Loss: 0.222 Epoch 33 Batch 601/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.884, Loss: 0.216 Epoch 33 Batch 602/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.888, Loss: 0.226 Epoch 33 Batch 603/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.224 Epoch 33 Batch 604/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.884, Loss: 0.256 Epoch 33 Batch 605/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.884, Loss: 0.278 Epoch 33 Batch 606/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.881, Loss: 0.205 Epoch 33 Batch 607/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.214 Epoch 33 Batch 608/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.243 Epoch 33 Batch 609/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.892, Loss: 0.230 Epoch 33 Batch 610/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.892, Loss: 0.252 Epoch 33 Batch 611/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.239 Epoch 33 Batch 612/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.897, Loss: 0.207 Epoch 33 Batch 613/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.252 Epoch 33 Batch 614/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.209 Epoch 33 Batch 615/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.905, Loss: 0.215 Epoch 33 Batch 616/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.230 Epoch 33 Batch 617/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.207 Epoch 33 Batch 618/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.222 Epoch 33 Batch 619/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.896, Loss: 0.223 Epoch 33 Batch 620/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.212 Epoch 33 Batch 621/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.896, Loss: 0.225 Epoch 33 Batch 622/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.238 Epoch 33 Batch 623/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.897, Loss: 0.235 Epoch 33 Batch 624/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.224 Epoch 33 Batch 625/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.217 Epoch 33 Batch 626/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.206 Epoch 33 Batch 627/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.240 Epoch 33 Batch 628/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.240 Epoch 33 Batch 629/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.892, Loss: 0.249 Epoch 33 Batch 630/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.221 Epoch 33 Batch 631/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.232 Epoch 33 Batch 632/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.208 Epoch 33 Batch 633/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.227 Epoch 33 Batch 634/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.887, Loss: 0.210 Epoch 33 Batch 635/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.882, Loss: 0.279 Epoch 33 Batch 636/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.878, Loss: 0.223 Epoch 33 Batch 637/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.874, Loss: 0.225 Epoch 33 Batch 638/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.877, Loss: 0.225 Epoch 33 Batch 639/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.876, Loss: 0.226 Epoch 33 Batch 640/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.874, Loss: 0.203 Epoch 33 Batch 641/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.872, Loss: 0.227 Epoch 33 Batch 642/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.216 Epoch 33 Batch 643/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.879, Loss: 0.196 Epoch 33 Batch 644/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.209 Epoch 33 Batch 645/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.209 Epoch 33 Batch 646/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.225 Epoch 33 Batch 647/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.224 Epoch 33 Batch 648/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.191 Epoch 33 Batch 649/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.910, Loss: 0.227 Epoch 33 Batch 650/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.233 Epoch 33 Batch 651/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.223 Epoch 33 Batch 652/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.234 Epoch 33 Batch 653/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.227 Epoch 33 Batch 654/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.213 Epoch 33 Batch 655/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.251 Epoch 33 Batch 656/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.211 Epoch 33 Batch 657/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.256 Epoch 33 Batch 658/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.221 Epoch 33 Batch 659/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.218 Epoch 33 Batch 660/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.236 Epoch 33 Batch 661/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.894, Loss: 0.204 Epoch 33 Batch 662/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.905, Loss: 0.204 Epoch 33 Batch 663/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.215 Epoch 33 Batch 664/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.240 Epoch 33 Batch 665/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.217 Epoch 33 Batch 666/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.239 Epoch 33 Batch 667/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.238 Epoch 33 Batch 668/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.213 Epoch 33 Batch 669/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.210 Epoch 33 Batch 670/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.228 Epoch 33 Batch 671/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.260 Epoch 33 Batch 672/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.891, Loss: 0.244 Epoch 33 Batch 673/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.210 Epoch 33 Batch 674/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.888, Loss: 0.211 Epoch 33 Batch 675/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.252 Epoch 33 Batch 676/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.223 Epoch 33 Batch 677/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.250 Epoch 33 Batch 678/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.890, Loss: 0.206 Epoch 33 Batch 679/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.250 Epoch 33 Batch 680/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.227 Epoch 33 Batch 681/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.223 Epoch 33 Batch 682/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.893, Loss: 0.225 Epoch 33 Batch 683/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.213 Epoch 33 Batch 684/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.212 Epoch 33 Batch 685/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.234 Epoch 33 Batch 686/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.203 Epoch 33 Batch 687/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.226 Epoch 33 Batch 688/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.223 Epoch 33 Batch 689/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.903, Loss: 0.208 Epoch 33 Batch 690/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.233 Epoch 33 Batch 691/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.903, Loss: 0.265 Epoch 33 Batch 692/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.217 Epoch 33 Batch 693/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.899, Loss: 0.258 Epoch 33 Batch 694/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.895, Loss: 0.230 Epoch 33 Batch 695/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.208 Epoch 33 Batch 696/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.886, Loss: 0.256 Epoch 33 Batch 697/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.218 Epoch 33 Batch 698/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.886, Loss: 0.203 Epoch 33 Batch 699/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.214 Epoch 33 Batch 700/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.886, Loss: 0.198 Epoch 33 Batch 701/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.887, Loss: 0.215 Epoch 33 Batch 702/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.886, Loss: 0.236 Epoch 33 Batch 703/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.226 Epoch 33 Batch 704/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.887, Loss: 0.251 Epoch 33 Batch 705/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.245 Epoch 33 Batch 706/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.887, Loss: 0.258 Epoch 33 Batch 707/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.221 Epoch 33 Batch 708/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.883, Loss: 0.215 Epoch 33 Batch 709/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.884, Loss: 0.238 Epoch 33 Batch 710/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.883, Loss: 0.209 Epoch 33 Batch 711/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.254 Epoch 33 Batch 712/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.241 Epoch 33 Batch 713/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.212 Epoch 33 Batch 714/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.229 Epoch 33 Batch 715/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.897, Loss: 0.267 Epoch 33 Batch 716/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.897, Loss: 0.200 Epoch 33 Batch 717/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.897, Loss: 0.213 Epoch 33 Batch 718/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.208 Epoch 33 Batch 719/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.901, Loss: 0.218 Epoch 33 Batch 720/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.900, Loss: 0.264 Epoch 33 Batch 721/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.222 Epoch 33 Batch 722/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.901, Loss: 0.217 Epoch 33 Batch 723/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.215 Epoch 33 Batch 724/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.244 Epoch 33 Batch 725/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.207 Epoch 33 Batch 726/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.213 Epoch 33 Batch 727/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.899, Loss: 0.192 Epoch 33 Batch 728/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.898, Loss: 0.230 Epoch 33 Batch 729/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.242 Epoch 33 Batch 730/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.236 Epoch 33 Batch 731/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.231 Epoch 33 Batch 732/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.237 Epoch 33 Batch 733/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.231 Epoch 33 Batch 734/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.888, Loss: 0.237 Epoch 33 Batch 735/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.884, Loss: 0.208 Epoch 33 Batch 736/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.210 Epoch 33 Batch 737/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.886, Loss: 0.247 Epoch 33 Batch 738/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.886, Loss: 0.198 Epoch 33 Batch 739/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.881, Loss: 0.213 Epoch 33 Batch 740/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.880, Loss: 0.231 Epoch 33 Batch 741/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.884, Loss: 0.248 Epoch 33 Batch 742/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.885, Loss: 0.217 Epoch 33 Batch 743/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.885, Loss: 0.228 Epoch 33 Batch 744/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.890, Loss: 0.202 Epoch 33 Batch 745/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.223 Epoch 33 Batch 746/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.894, Loss: 0.212 Epoch 33 Batch 747/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.215 Epoch 33 Batch 748/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.219 Epoch 33 Batch 749/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.236 Epoch 33 Batch 750/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.898, Loss: 0.226 Epoch 33 Batch 751/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.204 Epoch 33 Batch 752/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.889, Loss: 0.222 Epoch 33 Batch 753/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.889, Loss: 0.223 Epoch 33 Batch 754/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.227 Epoch 33 Batch 755/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.882, Loss: 0.238 Epoch 33 Batch 756/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.883, Loss: 0.225 Epoch 33 Batch 757/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.879, Loss: 0.246 Epoch 33 Batch 758/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.879, Loss: 0.198 Epoch 33 Batch 759/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.881, Loss: 0.201 Epoch 33 Batch 760/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.231 Epoch 33 Batch 761/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.880, Loss: 0.221 Epoch 33 Batch 762/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.880, Loss: 0.199 Epoch 33 Batch 763/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.880, Loss: 0.198 Epoch 33 Batch 764/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.880, Loss: 0.234 Epoch 33 Batch 765/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.885, Loss: 0.211 Epoch 33 Batch 766/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.243 Epoch 33 Batch 767/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.212 Epoch 33 Batch 768/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.219 Epoch 33 Batch 769/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.900, Loss: 0.214 Epoch 33 Batch 770/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.898, Loss: 0.196 Epoch 33 Batch 771/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.234 Epoch 33 Batch 772/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.901, Loss: 0.239 Epoch 33 Batch 773/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.901, Loss: 0.209 Epoch 33 Batch 774/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.223 Epoch 33 Batch 775/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.226 Epoch 33 Batch 776/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.204 Epoch 33 Batch 777/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.901, Loss: 0.229 Epoch 33 Batch 778/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.215 Epoch 33 Batch 779/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.217 Epoch 33 Batch 780/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.901, Loss: 0.252 Epoch 33 Batch 781/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.194 Epoch 33 Batch 782/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.902, Loss: 0.232 Epoch 33 Batch 783/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.249 Epoch 33 Batch 784/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.898, Loss: 0.202 Epoch 33 Batch 785/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.897, Loss: 0.205 Epoch 33 Batch 786/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.235 Epoch 33 Batch 787/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.217 Epoch 33 Batch 788/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.207 Epoch 33 Batch 789/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.233 Epoch 33 Batch 790/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.892, Loss: 0.247 Epoch 33 Batch 791/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.894, Loss: 0.224 Epoch 33 Batch 792/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.216 Epoch 33 Batch 793/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.218 Epoch 33 Batch 794/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.201 Epoch 33 Batch 795/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.248 Epoch 33 Batch 796/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.222 Epoch 33 Batch 797/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.893, Loss: 0.217 Epoch 33 Batch 798/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.214 Epoch 33 Batch 799/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.896, Loss: 0.253 Epoch 33 Batch 800/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.897, Loss: 0.246 Epoch 33 Batch 801/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.896, Loss: 0.235 Epoch 33 Batch 802/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.237 Epoch 33 Batch 803/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.243 Epoch 33 Batch 804/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.230 Epoch 33 Batch 805/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.895, Loss: 0.233 Epoch 33 Batch 806/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.890, Loss: 0.222 Epoch 33 Batch 807/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.205 Epoch 33 Batch 808/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.260 Epoch 33 Batch 809/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.891, Loss: 0.250 Epoch 33 Batch 810/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.882, Loss: 0.203 Epoch 33 Batch 811/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.881, Loss: 0.214 Epoch 33 Batch 812/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.222 Epoch 33 Batch 813/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.877, Loss: 0.219 Epoch 33 Batch 814/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.872, Loss: 0.242 Epoch 33 Batch 815/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.870, Loss: 0.219 Epoch 33 Batch 816/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.873, Loss: 0.234 Epoch 33 Batch 817/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.871, Loss: 0.247 Epoch 33 Batch 818/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.871, Loss: 0.225 Epoch 33 Batch 819/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.875, Loss: 0.227 Epoch 33 Batch 820/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.875, Loss: 0.234 Epoch 33 Batch 821/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.880, Loss: 0.213 Epoch 33 Batch 822/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.883, Loss: 0.214 Epoch 33 Batch 823/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.884, Loss: 0.228 Epoch 33 Batch 824/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.884, Loss: 0.206 Epoch 33 Batch 825/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.885, Loss: 0.205 Epoch 33 Batch 826/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.218 Epoch 33 Batch 827/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.894, Loss: 0.231 Epoch 33 Batch 828/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.199 Epoch 33 Batch 829/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.899, Loss: 0.268 Epoch 33 Batch 830/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.895, Loss: 0.228 Epoch 33 Batch 831/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.895, Loss: 0.221 Epoch 33 Batch 832/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.222 Epoch 33 Batch 833/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.236 Epoch 33 Batch 834/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.230 Epoch 33 Batch 835/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.228 Epoch 33 Batch 836/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.893, Loss: 0.221 Epoch 33 Batch 837/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.894, Loss: 0.268 Epoch 33 Batch 838/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.894, Loss: 0.222 Epoch 33 Batch 839/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.204 Epoch 33 Batch 840/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.224 Epoch 33 Batch 841/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.237 Epoch 33 Batch 842/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.204 Epoch 33 Batch 843/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.204 Epoch 33 Batch 844/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.200 Epoch 33 Batch 845/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.209 Epoch 33 Batch 846/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.891, Loss: 0.243 Epoch 33 Batch 847/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.252 Epoch 33 Batch 848/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.885, Loss: 0.200 Epoch 33 Batch 849/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.204 Epoch 33 Batch 850/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.895, Loss: 0.236 Epoch 33 Batch 851/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.235 Epoch 33 Batch 852/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.894, Loss: 0.234 Epoch 33 Batch 853/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.894, Loss: 0.206 Epoch 33 Batch 854/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.894, Loss: 0.240 Epoch 33 Batch 855/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.214 Epoch 33 Batch 856/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.231 Epoch 33 Batch 857/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.205 Epoch 33 Batch 858/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.883, Loss: 0.229 Epoch 33 Batch 859/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.247 Epoch 33 Batch 860/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.882, Loss: 0.226 Epoch 33 Batch 861/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.884, Loss: 0.213 Epoch 33 Batch 862/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.214 Epoch 33 Batch 863/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.884, Loss: 0.205 Epoch 33 Batch 864/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.884, Loss: 0.221 Epoch 33 Batch 865/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.217 Epoch 33 Batch 866/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.211 Epoch 33 Batch 867/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.873, Loss: 0.273 Epoch 33 Batch 868/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.873, Loss: 0.229 Epoch 33 Batch 869/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.878, Loss: 0.221 Epoch 33 Batch 870/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.877, Loss: 0.242 Epoch 33 Batch 871/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.877, Loss: 0.201 Epoch 33 Batch 872/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.883, Loss: 0.209 Epoch 33 Batch 873/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.883, Loss: 0.247 Epoch 33 Batch 874/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.881, Loss: 0.241 Epoch 33 Batch 875/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.881, Loss: 0.228 Epoch 33 Batch 876/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.881, Loss: 0.245 Epoch 33 Batch 877/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.215 Epoch 33 Batch 878/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.223 Epoch 33 Batch 879/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.885, Loss: 0.213 Epoch 33 Batch 880/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.221 Epoch 33 Batch 881/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.235 Epoch 33 Batch 882/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.885, Loss: 0.225 Epoch 33 Batch 883/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.886, Loss: 0.273 Epoch 33 Batch 884/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.891, Loss: 0.219 Epoch 33 Batch 885/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.890, Loss: 0.188 Epoch 33 Batch 886/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.250 Epoch 33 Batch 887/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.243 Epoch 33 Batch 888/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.222 Epoch 33 Batch 889/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.219 Epoch 33 Batch 890/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.216 Epoch 33 Batch 891/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.890, Loss: 0.226 Epoch 33 Batch 892/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.885, Loss: 0.195 Epoch 33 Batch 893/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.885, Loss: 0.219 Epoch 33 Batch 894/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.885, Loss: 0.227 Epoch 33 Batch 895/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.885, Loss: 0.241 Epoch 33 Batch 896/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.240 Epoch 33 Batch 897/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.200 Epoch 33 Batch 898/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.901, Loss: 0.198 Epoch 33 Batch 899/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.216 Epoch 33 Batch 900/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.235 Epoch 33 Batch 901/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.245 Epoch 33 Batch 902/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.902, Loss: 0.243 Epoch 33 Batch 903/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.211 Epoch 33 Batch 904/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.897, Loss: 0.223 Epoch 33 Batch 905/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.212 Epoch 33 Batch 906/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.223 Epoch 33 Batch 907/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.906, Loss: 0.221 Epoch 33 Batch 908/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.243 Epoch 33 Batch 909/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.225 Epoch 33 Batch 910/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.213 Epoch 33 Batch 911/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.212 Epoch 33 Batch 912/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.250 Epoch 33 Batch 913/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.899, Loss: 0.270 Epoch 33 Batch 914/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.258 Epoch 33 Batch 915/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.901, Loss: 0.219 Epoch 33 Batch 916/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.239 Epoch 33 Batch 917/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.219 Epoch 33 Batch 918/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.200 Epoch 33 Batch 919/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.195 Epoch 33 Batch 920/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.250 Epoch 33 Batch 921/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.244 Epoch 33 Batch 922/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.239 Epoch 33 Batch 923/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.223 Epoch 33 Batch 924/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.251 Epoch 33 Batch 925/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.896, Loss: 0.210 Epoch 33 Batch 926/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.891, Loss: 0.245 Epoch 33 Batch 927/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.892, Loss: 0.246 Epoch 33 Batch 928/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.225 Epoch 33 Batch 929/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.246 Epoch 33 Batch 930/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.227 Epoch 33 Batch 931/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.216 Epoch 33 Batch 932/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.877, Loss: 0.214 Epoch 33 Batch 933/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.878, Loss: 0.231 Epoch 33 Batch 934/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.877, Loss: 0.224 Epoch 33 Batch 935/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.878, Loss: 0.226 Epoch 33 Batch 936/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.877, Loss: 0.228 Epoch 33 Batch 937/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.245 Epoch 33 Batch 938/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.251 Epoch 33 Batch 939/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.267 Epoch 33 Batch 940/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.892, Loss: 0.198 Epoch 33 Batch 941/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.213 Epoch 33 Batch 942/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.893, Loss: 0.240 Epoch 33 Batch 943/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.223 Epoch 33 Batch 944/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.895, Loss: 0.220 Epoch 33 Batch 945/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.900, Loss: 0.213 Epoch 33 Batch 946/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.902, Loss: 0.233 Epoch 33 Batch 947/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.901, Loss: 0.252 Epoch 33 Batch 948/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.220 Epoch 33 Batch 949/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.190 Epoch 33 Batch 950/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.223 Epoch 33 Batch 951/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.901, Loss: 0.220 Epoch 33 Batch 952/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.900, Loss: 0.204 Epoch 33 Batch 953/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.897, Loss: 0.212 Epoch 33 Batch 954/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.245 Epoch 33 Batch 955/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.239 Epoch 33 Batch 956/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.890, Loss: 0.229 Epoch 33 Batch 957/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.890, Loss: 0.217 Epoch 33 Batch 958/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.889, Loss: 0.226 Epoch 33 Batch 959/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.889, Loss: 0.213 Epoch 33 Batch 960/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.889, Loss: 0.207 Epoch 33 Batch 961/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.894, Loss: 0.236 Epoch 33 Batch 962/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.216 Epoch 33 Batch 963/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.250 Epoch 33 Batch 964/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.885, Loss: 0.220 Epoch 33 Batch 965/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.885, Loss: 0.238 Epoch 33 Batch 966/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.889, Loss: 0.186 Epoch 33 Batch 967/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.895, Loss: 0.199 Epoch 33 Batch 968/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.895, Loss: 0.250 Epoch 33 Batch 969/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.891, Loss: 0.265 Epoch 33 Batch 970/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.888, Loss: 0.239 Epoch 33 Batch 971/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.875, Loss: 0.213 Epoch 33 Batch 972/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.879, Loss: 0.225 Epoch 33 Batch 973/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.880, Loss: 0.199 Epoch 33 Batch 974/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.875, Loss: 0.216 Epoch 33 Batch 975/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.876, Loss: 0.220 Epoch 33 Batch 976/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.880, Loss: 0.214 Epoch 33 Batch 977/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.197 Epoch 33 Batch 978/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.885, Loss: 0.236 Epoch 33 Batch 979/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.879, Loss: 0.234 Epoch 33 Batch 980/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.228 Epoch 33 Batch 981/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.899, Loss: 0.222 Epoch 33 Batch 982/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.212 Epoch 33 Batch 983/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.237 Epoch 33 Batch 984/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.899, Loss: 0.241 Epoch 33 Batch 985/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.899, Loss: 0.199 Epoch 33 Batch 986/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.221 Epoch 33 Batch 987/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.902, Loss: 0.203 Epoch 33 Batch 988/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.241 Epoch 33 Batch 989/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.248 Epoch 33 Batch 990/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.902, Loss: 0.254 Epoch 33 Batch 991/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.234 Epoch 33 Batch 992/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.217 Epoch 33 Batch 993/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.200 Epoch 33 Batch 994/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.899, Loss: 0.234 Epoch 33 Batch 995/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.221 Epoch 33 Batch 996/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.902, Loss: 0.223 Epoch 33 Batch 997/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.238 Epoch 33 Batch 998/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.220 Epoch 33 Batch 999/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.221 Epoch 33 Batch 1000/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.209 Epoch 33 Batch 1001/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.196 Epoch 33 Batch 1002/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.890, Loss: 0.198 Epoch 33 Batch 1003/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.229 Epoch 33 Batch 1004/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.889, Loss: 0.246 Epoch 33 Batch 1005/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.880, Loss: 0.231 Epoch 33 Batch 1006/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.885, Loss: 0.189 Epoch 33 Batch 1007/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.885, Loss: 0.205 Epoch 33 Batch 1008/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.881, Loss: 0.250 Epoch 33 Batch 1009/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.885, Loss: 0.194 Epoch 33 Batch 1010/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.889, Loss: 0.224 Epoch 33 Batch 1011/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.889, Loss: 0.235 Epoch 33 Batch 1012/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.894, Loss: 0.194 Epoch 33 Batch 1013/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.215 Epoch 33 Batch 1014/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.892, Loss: 0.241 Epoch 33 Batch 1015/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.264 Epoch 33 Batch 1016/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.892, Loss: 0.231 Epoch 33 Batch 1017/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.897, Loss: 0.226 Epoch 33 Batch 1018/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.897, Loss: 0.211 Epoch 33 Batch 1019/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.259 Epoch 33 Batch 1020/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.897, Loss: 0.200 Epoch 33 Batch 1021/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.199 Epoch 33 Batch 1022/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.208 Epoch 33 Batch 1023/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.201 Epoch 33 Batch 1024/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.895, Loss: 0.240 Epoch 33 Batch 1025/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.891, Loss: 0.217 Epoch 33 Batch 1026/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.888, Loss: 0.231 Epoch 33 Batch 1027/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.887, Loss: 0.240 Epoch 33 Batch 1028/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.887, Loss: 0.224 Epoch 33 Batch 1029/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.889, Loss: 0.217 Epoch 33 Batch 1030/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.884, Loss: 0.211 Epoch 33 Batch 1031/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.239 Epoch 33 Batch 1032/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.882, Loss: 0.245 Epoch 33 Batch 1033/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.883, Loss: 0.221 Epoch 33 Batch 1034/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.883, Loss: 0.223 Epoch 33 Batch 1035/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.889, Loss: 0.182 Epoch 33 Batch 1036/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.885, Loss: 0.243 Epoch 33 Batch 1037/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.885, Loss: 0.223 Epoch 33 Batch 1038/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.891, Loss: 0.214 Epoch 33 Batch 1039/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.237 Epoch 33 Batch 1040/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.243 Epoch 33 Batch 1041/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.887, Loss: 0.204 Epoch 33 Batch 1042/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.887, Loss: 0.227 Epoch 33 Batch 1043/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.887, Loss: 0.236 Epoch 33 Batch 1044/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.219 Epoch 33 Batch 1045/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.894, Loss: 0.233 Epoch 33 Batch 1046/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.893, Loss: 0.209 Epoch 33 Batch 1047/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.221 Epoch 33 Batch 1048/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.223 Epoch 33 Batch 1049/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.888, Loss: 0.228 Epoch 33 Batch 1050/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.218 Epoch 33 Batch 1051/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.239 Epoch 33 Batch 1052/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.216 Epoch 33 Batch 1053/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.898, Loss: 0.204 Epoch 33 Batch 1054/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.218 Epoch 33 Batch 1055/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.903, Loss: 0.215 Epoch 33 Batch 1056/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.215 Epoch 33 Batch 1057/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.898, Loss: 0.238 Epoch 33 Batch 1058/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.899, Loss: 0.239 Epoch 33 Batch 1059/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.900, Loss: 0.249 Epoch 33 Batch 1060/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.186 Epoch 33 Batch 1061/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.900, Loss: 0.252 Epoch 33 Batch 1062/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.207 Epoch 33 Batch 1063/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.900, Loss: 0.225 Epoch 33 Batch 1064/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.215 Epoch 33 Batch 1065/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.217 Epoch 33 Batch 1066/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.200 Epoch 33 Batch 1067/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.896, Loss: 0.220 Epoch 33 Batch 1068/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.227 Epoch 33 Batch 1069/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.194 Epoch 33 Batch 1070/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.895, Loss: 0.234 Epoch 33 Batch 1071/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.222 Epoch 33 Batch 1072/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.227 Epoch 33 Batch 1073/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.235 Epoch 33 Batch 1074/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.253 Epoch 33 Batch 1075/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.899, Loss: 0.243 Epoch 34 Batch 0/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.197 Epoch 34 Batch 1/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.201 Epoch 34 Batch 2/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.902, Loss: 0.236 Epoch 34 Batch 3/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.234 Epoch 34 Batch 4/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.220 Epoch 34 Batch 5/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.235 Epoch 34 Batch 6/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.239 Epoch 34 Batch 7/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.196 Epoch 34 Batch 8/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.892, Loss: 0.215 Epoch 34 Batch 9/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.218 Epoch 34 Batch 10/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.898, Loss: 0.215 Epoch 34 Batch 11/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.228 Epoch 34 Batch 12/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.248 Epoch 34 Batch 13/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.886, Loss: 0.235 Epoch 34 Batch 14/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.886, Loss: 0.195 Epoch 34 Batch 15/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.890, Loss: 0.200 Epoch 34 Batch 16/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.223 Epoch 34 Batch 17/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.898, Loss: 0.221 Epoch 34 Batch 18/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.896, Loss: 0.229 Epoch 34 Batch 19/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.236 Epoch 34 Batch 20/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.213 Epoch 34 Batch 21/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.231 Epoch 34 Batch 22/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.234 Epoch 34 Batch 23/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.215 Epoch 34 Batch 24/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.226 Epoch 34 Batch 25/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.893, Loss: 0.197 Epoch 34 Batch 26/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.888, Loss: 0.235 Epoch 34 Batch 27/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.889, Loss: 0.197 Epoch 34 Batch 28/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.889, Loss: 0.220 Epoch 34 Batch 29/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.225 Epoch 34 Batch 30/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.893, Loss: 0.202 Epoch 34 Batch 31/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.219 Epoch 34 Batch 32/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.209 Epoch 34 Batch 33/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.888, Loss: 0.196 Epoch 34 Batch 34/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.215 Epoch 34 Batch 35/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.892, Loss: 0.215 Epoch 34 Batch 36/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.209 Epoch 34 Batch 37/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.223 Epoch 34 Batch 38/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.246 Epoch 34 Batch 39/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.240 Epoch 34 Batch 40/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.214 Epoch 34 Batch 41/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.892, Loss: 0.211 Epoch 34 Batch 42/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.891, Loss: 0.246 Epoch 34 Batch 43/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.212 Epoch 34 Batch 44/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.897, Loss: 0.222 Epoch 34 Batch 45/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.897, Loss: 0.244 Epoch 34 Batch 46/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.898, Loss: 0.239 Epoch 34 Batch 47/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.205 Epoch 34 Batch 48/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.895, Loss: 0.252 Epoch 34 Batch 49/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.235 Epoch 34 Batch 50/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.901, Loss: 0.202 Epoch 34 Batch 51/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.209 Epoch 34 Batch 52/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.223 Epoch 34 Batch 53/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.229 Epoch 34 Batch 54/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.900, Loss: 0.255 Epoch 34 Batch 55/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.210 Epoch 34 Batch 56/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.218 Epoch 34 Batch 57/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.894, Loss: 0.194 Epoch 34 Batch 58/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.209 Epoch 34 Batch 59/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.889, Loss: 0.233 Epoch 34 Batch 60/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.889, Loss: 0.211 Epoch 34 Batch 61/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.239 Epoch 34 Batch 62/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.886, Loss: 0.224 Epoch 34 Batch 63/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.882, Loss: 0.195 Epoch 34 Batch 64/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.192 Epoch 34 Batch 65/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.882, Loss: 0.227 Epoch 34 Batch 66/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.884, Loss: 0.194 Epoch 34 Batch 67/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.227 Epoch 34 Batch 68/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.889, Loss: 0.241 Epoch 34 Batch 69/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.889, Loss: 0.234 Epoch 34 Batch 70/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.884, Loss: 0.230 Epoch 34 Batch 71/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.884, Loss: 0.206 Epoch 34 Batch 72/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.884, Loss: 0.220 Epoch 34 Batch 73/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.234 Epoch 34 Batch 74/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.201 Epoch 34 Batch 75/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.889, Loss: 0.259 Epoch 34 Batch 76/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.890, Loss: 0.186 Epoch 34 Batch 77/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.889, Loss: 0.222 Epoch 34 Batch 78/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.889, Loss: 0.224 Epoch 34 Batch 79/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.889, Loss: 0.219 Epoch 34 Batch 80/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.886, Loss: 0.226 Epoch 34 Batch 81/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.206 Epoch 34 Batch 82/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.882, Loss: 0.205 Epoch 34 Batch 83/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.882, Loss: 0.216 Epoch 34 Batch 84/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.881, Loss: 0.235 Epoch 34 Batch 85/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.197 Epoch 34 Batch 86/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.894, Loss: 0.215 Epoch 34 Batch 87/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.260 Epoch 34 Batch 88/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.225 Epoch 34 Batch 89/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.900, Loss: 0.231 Epoch 34 Batch 90/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.228 Epoch 34 Batch 91/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.197 Epoch 34 Batch 92/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.227 Epoch 34 Batch 93/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.215 Epoch 34 Batch 94/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.206 Epoch 34 Batch 95/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.242 Epoch 34 Batch 96/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.200 Epoch 34 Batch 97/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.896, Loss: 0.237 Epoch 34 Batch 98/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.224 Epoch 34 Batch 99/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.228 Epoch 34 Batch 100/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.902, Loss: 0.222 Epoch 34 Batch 101/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.902, Loss: 0.236 Epoch 34 Batch 102/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.207 Epoch 34 Batch 103/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.257 Epoch 34 Batch 104/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.222 Epoch 34 Batch 105/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.889, Loss: 0.228 Epoch 34 Batch 106/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.889, Loss: 0.242 Epoch 34 Batch 107/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.885, Loss: 0.243 Epoch 34 Batch 108/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.882, Loss: 0.198 Epoch 34 Batch 109/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.229 Epoch 34 Batch 110/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.191 Epoch 34 Batch 111/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.226 Epoch 34 Batch 112/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.893, Loss: 0.202 Epoch 34 Batch 113/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.228 Epoch 34 Batch 114/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.216 Epoch 34 Batch 115/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.887, Loss: 0.236 Epoch 34 Batch 116/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.886, Loss: 0.243 Epoch 34 Batch 117/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.233 Epoch 34 Batch 118/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.877, Loss: 0.234 Epoch 34 Batch 119/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.237 Epoch 34 Batch 120/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.272 Epoch 34 Batch 121/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.236 Epoch 34 Batch 122/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.887, Loss: 0.209 Epoch 34 Batch 123/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.896, Loss: 0.194 Epoch 34 Batch 124/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.228 Epoch 34 Batch 125/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.899, Loss: 0.229 Epoch 34 Batch 126/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.898, Loss: 0.192 Epoch 34 Batch 127/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.228 Epoch 34 Batch 128/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.197 Epoch 34 Batch 129/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.242 Epoch 34 Batch 130/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.186 Epoch 34 Batch 131/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.204 Epoch 34 Batch 132/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.225 Epoch 34 Batch 133/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.202 Epoch 34 Batch 134/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.898, Loss: 0.212 Epoch 34 Batch 135/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.219 Epoch 34 Batch 136/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.206 Epoch 34 Batch 137/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.189 Epoch 34 Batch 138/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.210 Epoch 34 Batch 139/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.218 Epoch 34 Batch 140/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.226 Epoch 34 Batch 141/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.211 Epoch 34 Batch 142/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.210 Epoch 34 Batch 143/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.896, Loss: 0.206 Epoch 34 Batch 144/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.242 Epoch 34 Batch 145/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.892, Loss: 0.241 Epoch 34 Batch 146/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.257 Epoch 34 Batch 147/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.892, Loss: 0.252 Epoch 34 Batch 148/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.230 Epoch 34 Batch 149/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.214 Epoch 34 Batch 150/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.209 Epoch 34 Batch 151/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.191 Epoch 34 Batch 152/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.230 Epoch 34 Batch 153/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.905, Loss: 0.259 Epoch 34 Batch 154/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.234 Epoch 34 Batch 155/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.238 Epoch 34 Batch 156/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.223 Epoch 34 Batch 157/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.227 Epoch 34 Batch 158/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.900, Loss: 0.224 Epoch 34 Batch 159/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.181 Epoch 34 Batch 160/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.217 Epoch 34 Batch 161/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.226 Epoch 34 Batch 162/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.247 Epoch 34 Batch 163/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.246 Epoch 34 Batch 164/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.251 Epoch 34 Batch 165/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.207 Epoch 34 Batch 166/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.897, Loss: 0.243 Epoch 34 Batch 167/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.897, Loss: 0.226 Epoch 34 Batch 168/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.251 Epoch 34 Batch 169/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.229 Epoch 34 Batch 170/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.899, Loss: 0.225 Epoch 34 Batch 171/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.215 Epoch 34 Batch 172/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.195 Epoch 34 Batch 173/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.226 Epoch 34 Batch 174/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.891, Loss: 0.211 Epoch 34 Batch 175/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.224 Epoch 34 Batch 176/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.887, Loss: 0.228 Epoch 34 Batch 177/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.883, Loss: 0.222 Epoch 34 Batch 178/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.884, Loss: 0.221 Epoch 34 Batch 179/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.876, Loss: 0.233 Epoch 34 Batch 180/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.886, Loss: 0.215 Epoch 34 Batch 181/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.887, Loss: 0.255 Epoch 34 Batch 182/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.237 Epoch 34 Batch 183/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.889, Loss: 0.233 Epoch 34 Batch 184/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.889, Loss: 0.219 Epoch 34 Batch 185/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.233 Epoch 34 Batch 186/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.889, Loss: 0.231 Epoch 34 Batch 187/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.881, Loss: 0.223 Epoch 34 Batch 188/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.881, Loss: 0.217 Epoch 34 Batch 189/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.883, Loss: 0.216 Epoch 34 Batch 190/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.893, Loss: 0.200 Epoch 34 Batch 191/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.209 Epoch 34 Batch 192/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.894, Loss: 0.218 Epoch 34 Batch 193/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.894, Loss: 0.216 Epoch 34 Batch 194/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.200 Epoch 34 Batch 195/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.212 Epoch 34 Batch 196/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.212 Epoch 34 Batch 197/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.888, Loss: 0.213 Epoch 34 Batch 198/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.885, Loss: 0.226 Epoch 34 Batch 199/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.209 Epoch 34 Batch 200/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.890, Loss: 0.231 Epoch 34 Batch 201/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.198 Epoch 34 Batch 202/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.218 Epoch 34 Batch 203/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.220 Epoch 34 Batch 204/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.895, Loss: 0.256 Epoch 34 Batch 205/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.899, Loss: 0.231 Epoch 34 Batch 206/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.208 Epoch 34 Batch 207/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.232 Epoch 34 Batch 208/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.253 Epoch 34 Batch 209/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.897, Loss: 0.200 Epoch 34 Batch 210/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.216 Epoch 34 Batch 211/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.885, Loss: 0.211 Epoch 34 Batch 212/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.195 Epoch 34 Batch 213/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.885, Loss: 0.199 Epoch 34 Batch 214/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.215 Epoch 34 Batch 215/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.886, Loss: 0.245 Epoch 34 Batch 216/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.221 Epoch 34 Batch 217/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.882, Loss: 0.214 Epoch 34 Batch 218/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.883, Loss: 0.257 Epoch 34 Batch 219/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.884, Loss: 0.208 Epoch 34 Batch 220/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.888, Loss: 0.230 Epoch 34 Batch 221/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.230 Epoch 34 Batch 222/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.887, Loss: 0.230 Epoch 34 Batch 223/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.893, Loss: 0.201 Epoch 34 Batch 224/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.243 Epoch 34 Batch 225/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.221 Epoch 34 Batch 226/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.911, Loss: 0.218 Epoch 34 Batch 227/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.912, Loss: 0.247 Epoch 34 Batch 228/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.200 Epoch 34 Batch 229/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.237 Epoch 34 Batch 230/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.208 Epoch 34 Batch 231/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.257 Epoch 34 Batch 232/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.233 Epoch 34 Batch 233/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.256 Epoch 34 Batch 234/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.907, Loss: 0.253 Epoch 34 Batch 235/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.912, Loss: 0.239 Epoch 34 Batch 236/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.227 Epoch 34 Batch 237/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.201 Epoch 34 Batch 238/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.226 Epoch 34 Batch 239/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.904, Loss: 0.195 Epoch 34 Batch 240/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.903, Loss: 0.208 Epoch 34 Batch 241/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.203 Epoch 34 Batch 242/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.895, Loss: 0.217 Epoch 34 Batch 243/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.243 Epoch 34 Batch 244/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.237 Epoch 34 Batch 245/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.887, Loss: 0.203 Epoch 34 Batch 246/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.889, Loss: 0.219 Epoch 34 Batch 247/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.890, Loss: 0.199 Epoch 34 Batch 248/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.217 Epoch 34 Batch 249/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.894, Loss: 0.209 Epoch 34 Batch 250/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.194 Epoch 34 Batch 251/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.226 Epoch 34 Batch 252/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.204 Epoch 34 Batch 253/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.900, Loss: 0.217 Epoch 34 Batch 254/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.899, Loss: 0.216 Epoch 34 Batch 255/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.209 Epoch 34 Batch 256/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.892, Loss: 0.261 Epoch 34 Batch 257/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.890, Loss: 0.223 Epoch 34 Batch 258/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.221 Epoch 34 Batch 259/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.207 Epoch 34 Batch 260/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.895, Loss: 0.211 Epoch 34 Batch 261/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.209 Epoch 34 Batch 262/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.200 Epoch 34 Batch 263/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.894, Loss: 0.206 Epoch 34 Batch 264/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.898, Loss: 0.242 Epoch 34 Batch 265/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.894, Loss: 0.225 Epoch 34 Batch 266/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.231 Epoch 34 Batch 267/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.894, Loss: 0.204 Epoch 34 Batch 268/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.234 Epoch 34 Batch 269/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.249 Epoch 34 Batch 270/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.896, Loss: 0.231 Epoch 34 Batch 271/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.191 Epoch 34 Batch 272/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.306 Epoch 34 Batch 273/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.200 Epoch 34 Batch 274/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.884, Loss: 0.200 Epoch 34 Batch 275/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.231 Epoch 34 Batch 276/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.884, Loss: 0.265 Epoch 34 Batch 277/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.881, Loss: 0.187 Epoch 34 Batch 278/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.876, Loss: 0.246 Epoch 34 Batch 279/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.879, Loss: 0.273 Epoch 34 Batch 280/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.879, Loss: 0.225 Epoch 34 Batch 281/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.879, Loss: 0.220 Epoch 34 Batch 282/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.879, Loss: 0.250 Epoch 34 Batch 283/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.882, Loss: 0.238 Epoch 34 Batch 284/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.884, Loss: 0.231 Epoch 34 Batch 285/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.222 Epoch 34 Batch 286/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.889, Loss: 0.216 Epoch 34 Batch 287/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.221 Epoch 34 Batch 288/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.239 Epoch 34 Batch 289/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.879, Loss: 0.226 Epoch 34 Batch 290/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.879, Loss: 0.247 Epoch 34 Batch 291/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.878, Loss: 0.230 Epoch 34 Batch 292/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.878, Loss: 0.214 Epoch 34 Batch 293/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.877, Loss: 0.240 Epoch 34 Batch 294/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.883, Loss: 0.224 Epoch 34 Batch 295/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.901, Loss: 0.245 Epoch 34 Batch 296/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.222 Epoch 34 Batch 297/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.901, Loss: 0.270 Epoch 34 Batch 298/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.902, Loss: 0.248 Epoch 34 Batch 299/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.207 Epoch 34 Batch 300/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.903, Loss: 0.208 Epoch 34 Batch 301/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.207 Epoch 34 Batch 302/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.220 Epoch 34 Batch 303/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.225 Epoch 34 Batch 304/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.906, Loss: 0.217 Epoch 34 Batch 305/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.232 Epoch 34 Batch 306/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.230 Epoch 34 Batch 307/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.907, Loss: 0.221 Epoch 34 Batch 308/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.906, Loss: 0.253 Epoch 34 Batch 309/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.199 Epoch 34 Batch 310/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.250 Epoch 34 Batch 311/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.224 Epoch 34 Batch 312/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.899, Loss: 0.266 Epoch 34 Batch 313/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.197 Epoch 34 Batch 314/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.226 Epoch 34 Batch 315/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.894, Loss: 0.206 Epoch 34 Batch 316/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.192 Epoch 34 Batch 317/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.892, Loss: 0.239 Epoch 34 Batch 318/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.213 Epoch 34 Batch 319/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.887, Loss: 0.221 Epoch 34 Batch 320/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.225 Epoch 34 Batch 321/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.886, Loss: 0.223 Epoch 34 Batch 322/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.885, Loss: 0.210 Epoch 34 Batch 323/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.876, Loss: 0.210 Epoch 34 Batch 324/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.881, Loss: 0.232 Epoch 34 Batch 325/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.216 Epoch 34 Batch 326/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.207 Epoch 34 Batch 327/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.240 Epoch 34 Batch 328/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.886, Loss: 0.252 Epoch 34 Batch 329/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.885, Loss: 0.226 Epoch 34 Batch 330/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.216 Epoch 34 Batch 331/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.886, Loss: 0.236 Epoch 34 Batch 332/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.885, Loss: 0.193 Epoch 34 Batch 333/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.885, Loss: 0.234 Epoch 34 Batch 334/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.885, Loss: 0.218 Epoch 34 Batch 335/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.202 Epoch 34 Batch 336/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.886, Loss: 0.265 Epoch 34 Batch 337/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.231 Epoch 34 Batch 338/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.892, Loss: 0.266 Epoch 34 Batch 339/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.896, Loss: 0.212 Epoch 34 Batch 340/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.225 Epoch 34 Batch 341/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.897, Loss: 0.266 Epoch 34 Batch 342/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.226 Epoch 34 Batch 343/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.894, Loss: 0.218 Epoch 34 Batch 344/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.211 Epoch 34 Batch 345/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.887, Loss: 0.226 Epoch 34 Batch 346/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.889, Loss: 0.228 Epoch 34 Batch 347/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.889, Loss: 0.195 Epoch 34 Batch 348/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.889, Loss: 0.208 Epoch 34 Batch 349/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.216 Epoch 34 Batch 350/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.879, Loss: 0.219 Epoch 34 Batch 351/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.881, Loss: 0.245 Epoch 34 Batch 352/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.877, Loss: 0.233 Epoch 34 Batch 353/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.877, Loss: 0.246 Epoch 34 Batch 354/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.877, Loss: 0.249 Epoch 34 Batch 355/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.877, Loss: 0.254 Epoch 34 Batch 356/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.878, Loss: 0.214 Epoch 34 Batch 357/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.882, Loss: 0.219 Epoch 34 Batch 358/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.882, Loss: 0.258 Epoch 34 Batch 359/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.882, Loss: 0.228 Epoch 34 Batch 360/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.225 Epoch 34 Batch 361/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.217 Epoch 34 Batch 362/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.236 Epoch 34 Batch 363/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.238 Epoch 34 Batch 364/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.893, Loss: 0.229 Epoch 34 Batch 365/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.893, Loss: 0.194 Epoch 34 Batch 366/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.214 Epoch 34 Batch 367/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.195 Epoch 34 Batch 368/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.889, Loss: 0.222 Epoch 34 Batch 369/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.208 Epoch 34 Batch 370/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.231 Epoch 34 Batch 371/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.223 Epoch 34 Batch 372/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.888, Loss: 0.209 Epoch 34 Batch 373/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.892, Loss: 0.191 Epoch 34 Batch 374/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.892, Loss: 0.237 Epoch 34 Batch 375/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.894, Loss: 0.218 Epoch 34 Batch 376/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.213 Epoch 34 Batch 377/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.222 Epoch 34 Batch 378/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.191 Epoch 34 Batch 379/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.893, Loss: 0.230 Epoch 34 Batch 380/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.210 Epoch 34 Batch 381/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.901, Loss: 0.235 Epoch 34 Batch 382/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.896, Loss: 0.266 Epoch 34 Batch 383/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.216 Epoch 34 Batch 384/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.226 Epoch 34 Batch 385/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.230 Epoch 34 Batch 386/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.897, Loss: 0.223 Epoch 34 Batch 387/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.217 Epoch 34 Batch 388/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.896, Loss: 0.220 Epoch 34 Batch 389/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.215 Epoch 34 Batch 390/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.891, Loss: 0.234 Epoch 34 Batch 391/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.224 Epoch 34 Batch 392/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.220 Epoch 34 Batch 393/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.210 Epoch 34 Batch 394/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.217 Epoch 34 Batch 395/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.196 Epoch 34 Batch 396/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.245 Epoch 34 Batch 397/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.215 Epoch 34 Batch 398/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.240 Epoch 34 Batch 399/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.897, Loss: 0.237 Epoch 34 Batch 400/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.223 Epoch 34 Batch 401/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.213 Epoch 34 Batch 402/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.204 Epoch 34 Batch 403/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.242 Epoch 34 Batch 404/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.203 Epoch 34 Batch 405/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.255 Epoch 34 Batch 406/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.891, Loss: 0.206 Epoch 34 Batch 407/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.223 Epoch 34 Batch 408/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.235 Epoch 34 Batch 409/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.885, Loss: 0.251 Epoch 34 Batch 410/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.885, Loss: 0.257 Epoch 34 Batch 411/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.881, Loss: 0.214 Epoch 34 Batch 412/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.884, Loss: 0.201 Epoch 34 Batch 413/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.883, Loss: 0.223 Epoch 34 Batch 414/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.889, Loss: 0.232 Epoch 34 Batch 415/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.241 Epoch 34 Batch 416/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.890, Loss: 0.212 Epoch 34 Batch 417/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.255 Epoch 34 Batch 418/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.881, Loss: 0.213 Epoch 34 Batch 419/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.216 Epoch 34 Batch 420/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.885, Loss: 0.201 Epoch 34 Batch 421/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.884, Loss: 0.240 Epoch 34 Batch 422/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.885, Loss: 0.225 Epoch 34 Batch 423/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.884, Loss: 0.238 Epoch 34 Batch 424/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.884, Loss: 0.219 Epoch 34 Batch 425/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.203 Epoch 34 Batch 426/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.886, Loss: 0.248 Epoch 34 Batch 427/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.886, Loss: 0.220 Epoch 34 Batch 428/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.888, Loss: 0.211 Epoch 34 Batch 429/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.222 Epoch 34 Batch 430/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.888, Loss: 0.204 Epoch 34 Batch 431/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.890, Loss: 0.204 Epoch 34 Batch 432/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.236 Epoch 34 Batch 433/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.223 Epoch 34 Batch 434/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.226 Epoch 34 Batch 435/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.884, Loss: 0.235 Epoch 34 Batch 436/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.199 Epoch 34 Batch 437/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.219 Epoch 34 Batch 438/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.884, Loss: 0.231 Epoch 34 Batch 439/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.884, Loss: 0.229 Epoch 34 Batch 440/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.888, Loss: 0.247 Epoch 34 Batch 441/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.213 Epoch 34 Batch 442/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.885, Loss: 0.210 Epoch 34 Batch 443/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.880, Loss: 0.221 Epoch 34 Batch 444/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.880, Loss: 0.216 Epoch 34 Batch 445/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.878, Loss: 0.238 Epoch 34 Batch 446/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.877, Loss: 0.180 Epoch 34 Batch 447/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.225 Epoch 34 Batch 448/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.880, Loss: 0.252 Epoch 34 Batch 449/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.884, Loss: 0.235 Epoch 34 Batch 450/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.884, Loss: 0.222 Epoch 34 Batch 451/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.884, Loss: 0.208 Epoch 34 Batch 452/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.884, Loss: 0.234 Epoch 34 Batch 453/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.884, Loss: 0.208 Epoch 34 Batch 454/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.880, Loss: 0.220 Epoch 34 Batch 455/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.880, Loss: 0.205 Epoch 34 Batch 456/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.881, Loss: 0.215 Epoch 34 Batch 457/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.880, Loss: 0.189 Epoch 34 Batch 458/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.879, Loss: 0.233 Epoch 34 Batch 459/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.205 Epoch 34 Batch 460/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.225 Epoch 34 Batch 461/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.209 Epoch 34 Batch 462/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.896, Loss: 0.224 Epoch 34 Batch 463/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.249 Epoch 34 Batch 464/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.233 Epoch 34 Batch 465/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.244 Epoch 34 Batch 466/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.220 Epoch 34 Batch 467/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.898, Loss: 0.236 Epoch 34 Batch 468/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.900, Loss: 0.232 Epoch 34 Batch 469/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.203 Epoch 34 Batch 470/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.229 Epoch 34 Batch 471/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.213 Epoch 34 Batch 472/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.181 Epoch 34 Batch 473/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.238 Epoch 34 Batch 474/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.240 Epoch 34 Batch 475/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.203 Epoch 34 Batch 476/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.216 Epoch 34 Batch 477/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.208 Epoch 34 Batch 478/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.235 Epoch 34 Batch 479/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.901, Loss: 0.246 Epoch 34 Batch 480/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.231 Epoch 34 Batch 481/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.224 Epoch 34 Batch 482/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.245 Epoch 34 Batch 483/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.208 Epoch 34 Batch 484/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.224 Epoch 34 Batch 485/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.230 Epoch 34 Batch 486/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.902, Loss: 0.218 Epoch 34 Batch 487/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.230 Epoch 34 Batch 488/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.223 Epoch 34 Batch 489/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.212 Epoch 34 Batch 490/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.234 Epoch 34 Batch 491/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.231 Epoch 34 Batch 492/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.258 Epoch 34 Batch 493/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.200 Epoch 34 Batch 494/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.905, Loss: 0.219 Epoch 34 Batch 495/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.904, Loss: 0.200 Epoch 34 Batch 496/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.227 Epoch 34 Batch 497/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.234 Epoch 34 Batch 498/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.224 Epoch 34 Batch 499/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.896, Loss: 0.195 Epoch 34 Batch 500/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.896, Loss: 0.209 Epoch 34 Batch 501/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.206 Epoch 34 Batch 502/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.894, Loss: 0.213 Epoch 34 Batch 503/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.889, Loss: 0.205 Epoch 34 Batch 504/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.889, Loss: 0.229 Epoch 34 Batch 505/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.175 Epoch 34 Batch 506/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.218 Epoch 34 Batch 507/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.890, Loss: 0.226 Epoch 34 Batch 508/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.204 Epoch 34 Batch 509/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.890, Loss: 0.253 Epoch 34 Batch 510/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.887, Loss: 0.204 Epoch 34 Batch 511/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.231 Epoch 34 Batch 512/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.887, Loss: 0.215 Epoch 34 Batch 513/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.215 Epoch 34 Batch 514/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.891, Loss: 0.240 Epoch 34 Batch 515/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.233 Epoch 34 Batch 516/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.202 Epoch 34 Batch 517/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.222 Epoch 34 Batch 518/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.893, Loss: 0.204 Epoch 34 Batch 519/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.220 Epoch 34 Batch 520/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.205 Epoch 34 Batch 521/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.906, Loss: 0.227 Epoch 34 Batch 522/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.904, Loss: 0.245 Epoch 34 Batch 523/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.901, Loss: 0.224 Epoch 34 Batch 524/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.225 Epoch 34 Batch 525/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.899, Loss: 0.214 Epoch 34 Batch 526/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.214 Epoch 34 Batch 527/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.226 Epoch 34 Batch 528/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.206 Epoch 34 Batch 529/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.214 Epoch 34 Batch 530/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.239 Epoch 34 Batch 531/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.225 Epoch 34 Batch 532/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.892, Loss: 0.249 Epoch 34 Batch 533/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.245 Epoch 34 Batch 534/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.211 Epoch 34 Batch 535/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.882, Loss: 0.205 Epoch 34 Batch 536/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.877, Loss: 0.201 Epoch 34 Batch 537/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.877, Loss: 0.205 Epoch 34 Batch 538/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.879, Loss: 0.190 Epoch 34 Batch 539/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.260 Epoch 34 Batch 540/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.876, Loss: 0.220 Epoch 34 Batch 541/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.876, Loss: 0.216 Epoch 34 Batch 542/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.879, Loss: 0.222 Epoch 34 Batch 543/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.879, Loss: 0.220 Epoch 34 Batch 544/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.880, Loss: 0.210 Epoch 34 Batch 545/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.230 Epoch 34 Batch 546/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.246 Epoch 34 Batch 547/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.890, Loss: 0.206 Epoch 34 Batch 548/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.889, Loss: 0.220 Epoch 34 Batch 549/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.888, Loss: 0.229 Epoch 34 Batch 550/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.888, Loss: 0.236 Epoch 34 Batch 551/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.884, Loss: 0.231 Epoch 34 Batch 552/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.885, Loss: 0.233 Epoch 34 Batch 553/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.238 Epoch 34 Batch 554/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.890, Loss: 0.217 Epoch 34 Batch 555/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.207 Epoch 34 Batch 556/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.186 Epoch 34 Batch 557/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.226 Epoch 34 Batch 558/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.236 Epoch 34 Batch 559/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.894, Loss: 0.216 Epoch 34 Batch 560/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.238 Epoch 34 Batch 561/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.210 Epoch 34 Batch 562/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.206 Epoch 34 Batch 563/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.886, Loss: 0.262 Epoch 34 Batch 564/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.259 Epoch 34 Batch 565/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.252 Epoch 34 Batch 566/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.892, Loss: 0.238 Epoch 34 Batch 567/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.889, Loss: 0.245 Epoch 34 Batch 568/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.886, Loss: 0.217 Epoch 34 Batch 569/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.884, Loss: 0.225 Epoch 34 Batch 570/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.256 Epoch 34 Batch 571/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.880, Loss: 0.204 Epoch 34 Batch 572/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.881, Loss: 0.199 Epoch 34 Batch 573/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.882, Loss: 0.238 Epoch 34 Batch 574/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.232 Epoch 34 Batch 575/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.877, Loss: 0.241 Epoch 34 Batch 576/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.877, Loss: 0.225 Epoch 34 Batch 577/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.883, Loss: 0.224 Epoch 34 Batch 578/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.893, Loss: 0.243 Epoch 34 Batch 579/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.209 Epoch 34 Batch 580/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.181 Epoch 34 Batch 581/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.216 Epoch 34 Batch 582/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.896, Loss: 0.226 Epoch 34 Batch 583/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.894, Loss: 0.220 Epoch 34 Batch 584/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.894, Loss: 0.219 Epoch 34 Batch 585/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.198 Epoch 34 Batch 586/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.238 Epoch 34 Batch 587/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.875, Loss: 0.197 Epoch 34 Batch 588/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.877, Loss: 0.214 Epoch 34 Batch 589/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.877, Loss: 0.232 Epoch 34 Batch 590/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.879, Loss: 0.230 Epoch 34 Batch 591/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.203 Epoch 34 Batch 592/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.874, Loss: 0.253 Epoch 34 Batch 593/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.879, Loss: 0.229 Epoch 34 Batch 594/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.879, Loss: 0.225 Epoch 34 Batch 595/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.222 Epoch 34 Batch 596/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.884, Loss: 0.234 Epoch 34 Batch 597/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.213 Epoch 34 Batch 598/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.216 Epoch 34 Batch 599/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.287 Epoch 34 Batch 600/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.884, Loss: 0.223 Epoch 34 Batch 601/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.876, Loss: 0.227 Epoch 34 Batch 602/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.876, Loss: 0.235 Epoch 34 Batch 603/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.876, Loss: 0.234 Epoch 34 Batch 604/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.877, Loss: 0.243 Epoch 34 Batch 605/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.266 Epoch 34 Batch 606/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.876, Loss: 0.217 Epoch 34 Batch 607/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.873, Loss: 0.209 Epoch 34 Batch 608/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.222 Epoch 34 Batch 609/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.873, Loss: 0.233 Epoch 34 Batch 610/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.214 Epoch 34 Batch 611/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.874, Loss: 0.221 Epoch 34 Batch 612/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.882, Loss: 0.202 Epoch 34 Batch 613/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.239 Epoch 34 Batch 614/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.207 Epoch 34 Batch 615/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.209 Epoch 34 Batch 616/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.252 Epoch 34 Batch 617/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.212 Epoch 34 Batch 618/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.905, Loss: 0.217 Epoch 34 Batch 619/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.213 Epoch 34 Batch 620/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.211 Epoch 34 Batch 621/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.231 Epoch 34 Batch 622/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.253 Epoch 34 Batch 623/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.902, Loss: 0.218 Epoch 34 Batch 624/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.217 Epoch 34 Batch 625/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.219 Epoch 34 Batch 626/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.201 Epoch 34 Batch 627/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.226 Epoch 34 Batch 628/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.221 Epoch 34 Batch 629/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.250 Epoch 34 Batch 630/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.215 Epoch 34 Batch 631/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.237 Epoch 34 Batch 632/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.203 Epoch 34 Batch 633/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.225 Epoch 34 Batch 634/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.199 Epoch 34 Batch 635/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.902, Loss: 0.249 Epoch 34 Batch 636/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.215 Epoch 34 Batch 637/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.901, Loss: 0.229 Epoch 34 Batch 638/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.228 Epoch 34 Batch 639/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.232 Epoch 34 Batch 640/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.205 Epoch 34 Batch 641/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.216 Epoch 34 Batch 642/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.228 Epoch 34 Batch 643/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.208 Epoch 34 Batch 644/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.211 Epoch 34 Batch 645/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.898, Loss: 0.216 Epoch 34 Batch 646/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.205 Epoch 34 Batch 647/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.213 Epoch 34 Batch 648/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.218 Epoch 34 Batch 649/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.239 Epoch 34 Batch 650/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.226 Epoch 34 Batch 651/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.225 Epoch 34 Batch 652/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.899, Loss: 0.237 Epoch 34 Batch 653/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.240 Epoch 34 Batch 654/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.894, Loss: 0.222 Epoch 34 Batch 655/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.238 Epoch 34 Batch 656/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.227 Epoch 34 Batch 657/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.215 Epoch 34 Batch 658/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.200 Epoch 34 Batch 659/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.889, Loss: 0.216 Epoch 34 Batch 660/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.887, Loss: 0.227 Epoch 34 Batch 661/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.889, Loss: 0.192 Epoch 34 Batch 662/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.892, Loss: 0.193 Epoch 34 Batch 663/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.199 Epoch 34 Batch 664/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.215 Epoch 34 Batch 665/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.215 Epoch 34 Batch 666/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.238 Epoch 34 Batch 667/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.891, Loss: 0.234 Epoch 34 Batch 668/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.891, Loss: 0.215 Epoch 34 Batch 669/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.199 Epoch 34 Batch 670/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.204 Epoch 34 Batch 671/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.253 Epoch 34 Batch 672/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.218 Epoch 34 Batch 673/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.216 Epoch 34 Batch 674/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.901, Loss: 0.234 Epoch 34 Batch 675/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.241 Epoch 34 Batch 676/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.226 Epoch 34 Batch 677/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.233 Epoch 34 Batch 678/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.890, Loss: 0.185 Epoch 34 Batch 679/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.890, Loss: 0.228 Epoch 34 Batch 680/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.205 Epoch 34 Batch 681/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.213 Epoch 34 Batch 682/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.201 Epoch 34 Batch 683/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.896, Loss: 0.207 Epoch 34 Batch 684/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.213 Epoch 34 Batch 685/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.238 Epoch 34 Batch 686/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.215 Epoch 34 Batch 687/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.242 Epoch 34 Batch 688/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.211 Epoch 34 Batch 689/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.898, Loss: 0.203 Epoch 34 Batch 690/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.226 Epoch 34 Batch 691/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.238 Epoch 34 Batch 692/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.200 Epoch 34 Batch 693/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.899, Loss: 0.234 Epoch 34 Batch 694/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.208 Epoch 34 Batch 695/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.193 Epoch 34 Batch 696/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.237 Epoch 34 Batch 697/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.217 Epoch 34 Batch 698/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.215 Epoch 34 Batch 699/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.212 Epoch 34 Batch 700/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.890, Loss: 0.205 Epoch 34 Batch 701/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.889, Loss: 0.215 Epoch 34 Batch 702/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.895, Loss: 0.251 Epoch 34 Batch 703/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.222 Epoch 34 Batch 704/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.247 Epoch 34 Batch 705/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.219 Epoch 34 Batch 706/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.903, Loss: 0.258 Epoch 34 Batch 707/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.229 Epoch 34 Batch 708/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.225 Epoch 34 Batch 709/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.902, Loss: 0.235 Epoch 34 Batch 710/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.208 Epoch 34 Batch 711/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.258 Epoch 34 Batch 712/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.223 Epoch 34 Batch 713/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.896, Loss: 0.202 Epoch 34 Batch 714/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.227 Epoch 34 Batch 715/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.888, Loss: 0.242 Epoch 34 Batch 716/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.897, Loss: 0.209 Epoch 34 Batch 717/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.888, Loss: 0.214 Epoch 34 Batch 718/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.225 Epoch 34 Batch 719/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.209 Epoch 34 Batch 720/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.898, Loss: 0.238 Epoch 34 Batch 721/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.230 Epoch 34 Batch 722/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.893, Loss: 0.208 Epoch 34 Batch 723/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.223 Epoch 34 Batch 724/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.253 Epoch 34 Batch 725/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.191 Epoch 34 Batch 726/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.199 Epoch 34 Batch 727/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.896, Loss: 0.197 Epoch 34 Batch 728/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.896, Loss: 0.233 Epoch 34 Batch 729/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.214 Epoch 34 Batch 730/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.221 Epoch 34 Batch 731/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.906, Loss: 0.229 Epoch 34 Batch 732/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.910, Loss: 0.234 Epoch 34 Batch 733/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.229 Epoch 34 Batch 734/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.238 Epoch 34 Batch 735/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.210 Epoch 34 Batch 736/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.204 Epoch 34 Batch 737/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.241 Epoch 34 Batch 738/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.187 Epoch 34 Batch 739/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.890, Loss: 0.215 Epoch 34 Batch 740/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.222 Epoch 34 Batch 741/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.895, Loss: 0.242 Epoch 34 Batch 742/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.227 Epoch 34 Batch 743/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.890, Loss: 0.249 Epoch 34 Batch 744/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.208 Epoch 34 Batch 745/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.219 Epoch 34 Batch 746/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.889, Loss: 0.228 Epoch 34 Batch 747/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.889, Loss: 0.193 Epoch 34 Batch 748/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.890, Loss: 0.217 Epoch 34 Batch 749/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.890, Loss: 0.227 Epoch 34 Batch 750/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.889, Loss: 0.239 Epoch 34 Batch 751/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.884, Loss: 0.222 Epoch 34 Batch 752/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.884, Loss: 0.206 Epoch 34 Batch 753/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.888, Loss: 0.225 Epoch 34 Batch 754/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.226 Epoch 34 Batch 755/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.888, Loss: 0.203 Epoch 34 Batch 756/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.204 Epoch 34 Batch 757/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.244 Epoch 34 Batch 758/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.202 Epoch 34 Batch 759/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.198 Epoch 34 Batch 760/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.220 Epoch 34 Batch 761/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.246 Epoch 34 Batch 762/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.189 Epoch 34 Batch 763/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.204 Epoch 34 Batch 764/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.216 Epoch 34 Batch 765/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.905, Loss: 0.202 Epoch 34 Batch 766/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.905, Loss: 0.224 Epoch 34 Batch 767/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.215 Epoch 34 Batch 768/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.907, Loss: 0.199 Epoch 34 Batch 769/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.219 Epoch 34 Batch 770/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.907, Loss: 0.193 Epoch 34 Batch 771/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.907, Loss: 0.231 Epoch 34 Batch 772/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.907, Loss: 0.201 Epoch 34 Batch 773/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.903, Loss: 0.205 Epoch 34 Batch 774/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.227 Epoch 34 Batch 775/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.226 Epoch 34 Batch 776/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.202 Epoch 34 Batch 777/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.902, Loss: 0.231 Epoch 34 Batch 778/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.203 Epoch 34 Batch 779/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.907, Loss: 0.219 Epoch 34 Batch 780/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.907, Loss: 0.240 Epoch 34 Batch 781/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.907, Loss: 0.196 Epoch 34 Batch 782/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.207 Epoch 34 Batch 783/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.903, Loss: 0.222 Epoch 34 Batch 784/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.195 Epoch 34 Batch 785/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.898, Loss: 0.197 Epoch 34 Batch 786/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.209 Epoch 34 Batch 787/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.898, Loss: 0.214 Epoch 34 Batch 788/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.229 Epoch 34 Batch 789/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.234 Epoch 34 Batch 790/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.887, Loss: 0.259 Epoch 34 Batch 791/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.243 Epoch 34 Batch 792/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.883, Loss: 0.235 Epoch 34 Batch 793/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.887, Loss: 0.222 Epoch 34 Batch 794/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.883, Loss: 0.222 Epoch 34 Batch 795/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.883, Loss: 0.263 Epoch 34 Batch 796/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.205 Epoch 34 Batch 797/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.885, Loss: 0.214 Epoch 34 Batch 798/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.217 Epoch 34 Batch 799/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.889, Loss: 0.242 Epoch 34 Batch 800/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.889, Loss: 0.201 Epoch 34 Batch 801/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.893, Loss: 0.238 Epoch 34 Batch 802/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.239 Epoch 34 Batch 803/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.234 Epoch 34 Batch 804/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.208 Epoch 34 Batch 805/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.237 Epoch 34 Batch 806/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.199 Epoch 34 Batch 807/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.201 Epoch 34 Batch 808/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.221 Epoch 34 Batch 809/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.270 Epoch 34 Batch 810/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.203 Epoch 34 Batch 811/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.216 Epoch 34 Batch 812/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.237 Epoch 34 Batch 813/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.214 Epoch 34 Batch 814/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.233 Epoch 34 Batch 815/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.227 Epoch 34 Batch 816/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.226 Epoch 34 Batch 817/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.243 Epoch 34 Batch 818/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.908, Loss: 0.230 Epoch 34 Batch 819/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.912, Loss: 0.223 Epoch 34 Batch 820/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.912, Loss: 0.219 Epoch 34 Batch 821/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.226 Epoch 34 Batch 822/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.905, Loss: 0.215 Epoch 34 Batch 823/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.905, Loss: 0.218 Epoch 34 Batch 824/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.199 Epoch 34 Batch 825/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.208 Epoch 34 Batch 826/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.907, Loss: 0.213 Epoch 34 Batch 827/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.229 Epoch 34 Batch 828/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.197 Epoch 34 Batch 829/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.906, Loss: 0.243 Epoch 34 Batch 830/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.907, Loss: 0.216 Epoch 34 Batch 831/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.902, Loss: 0.226 Epoch 34 Batch 832/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.208 Epoch 34 Batch 833/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.897, Loss: 0.240 Epoch 34 Batch 834/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.230 Epoch 34 Batch 835/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.234 Epoch 34 Batch 836/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.895, Loss: 0.210 Epoch 34 Batch 837/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.894, Loss: 0.268 Epoch 34 Batch 838/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.208 Epoch 34 Batch 839/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.210 Epoch 34 Batch 840/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.200 Epoch 34 Batch 841/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.892, Loss: 0.231 Epoch 34 Batch 842/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.205 Epoch 34 Batch 843/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.204 Epoch 34 Batch 844/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.195 Epoch 34 Batch 845/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.228 Epoch 34 Batch 846/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.887, Loss: 0.253 Epoch 34 Batch 847/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.243 Epoch 34 Batch 848/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.888, Loss: 0.207 Epoch 34 Batch 849/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.202 Epoch 34 Batch 850/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.255 Epoch 34 Batch 851/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.215 Epoch 34 Batch 852/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.893, Loss: 0.234 Epoch 34 Batch 853/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.210 Epoch 34 Batch 854/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.228 Epoch 34 Batch 855/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.898, Loss: 0.221 Epoch 34 Batch 856/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.897, Loss: 0.223 Epoch 34 Batch 857/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.222 Epoch 34 Batch 858/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.200 Epoch 34 Batch 859/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.246 Epoch 34 Batch 860/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.229 Epoch 34 Batch 861/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.901, Loss: 0.230 Epoch 34 Batch 862/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.236 Epoch 34 Batch 863/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.908, Loss: 0.202 Epoch 34 Batch 864/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.908, Loss: 0.215 Epoch 34 Batch 865/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.218 Epoch 34 Batch 866/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.236 Epoch 34 Batch 867/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.903, Loss: 0.270 Epoch 34 Batch 868/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.223 Epoch 34 Batch 869/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.223 Epoch 34 Batch 870/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.908, Loss: 0.242 Epoch 34 Batch 871/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.909, Loss: 0.216 Epoch 34 Batch 872/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.222 Epoch 34 Batch 873/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.214 Epoch 34 Batch 874/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.909, Loss: 0.235 Epoch 34 Batch 875/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.233 Epoch 34 Batch 876/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.905, Loss: 0.224 Epoch 34 Batch 877/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.201 Epoch 34 Batch 878/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.905, Loss: 0.217 Epoch 34 Batch 879/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.196 Epoch 34 Batch 880/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.238 Epoch 34 Batch 881/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.908, Loss: 0.224 Epoch 34 Batch 882/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.231 Epoch 34 Batch 883/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.279 Epoch 34 Batch 884/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.198 Epoch 34 Batch 885/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.187 Epoch 34 Batch 886/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.216 Epoch 34 Batch 887/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.906, Loss: 0.237 Epoch 34 Batch 888/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.220 Epoch 34 Batch 889/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.241 Epoch 34 Batch 890/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.203 Epoch 34 Batch 891/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.202 Epoch 34 Batch 892/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.189 Epoch 34 Batch 893/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.230 Epoch 34 Batch 894/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.224 Epoch 34 Batch 895/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.228 Epoch 34 Batch 896/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.231 Epoch 34 Batch 897/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.208 Epoch 34 Batch 898/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.900, Loss: 0.203 Epoch 34 Batch 899/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.226 Epoch 34 Batch 900/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.890, Loss: 0.239 Epoch 34 Batch 901/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.885, Loss: 0.252 Epoch 34 Batch 902/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.885, Loss: 0.237 Epoch 34 Batch 903/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.217 Epoch 34 Batch 904/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.881, Loss: 0.221 Epoch 34 Batch 905/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.883, Loss: 0.203 Epoch 34 Batch 906/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.202 Epoch 34 Batch 907/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.882, Loss: 0.204 Epoch 34 Batch 908/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.880, Loss: 0.224 Epoch 34 Batch 909/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.877, Loss: 0.233 Epoch 34 Batch 910/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.876, Loss: 0.211 Epoch 34 Batch 911/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.879, Loss: 0.212 Epoch 34 Batch 912/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.878, Loss: 0.243 Epoch 34 Batch 913/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.879, Loss: 0.265 Epoch 34 Batch 914/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.880, Loss: 0.244 Epoch 34 Batch 915/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.885, Loss: 0.207 Epoch 34 Batch 916/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.241 Epoch 34 Batch 917/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.877, Loss: 0.212 Epoch 34 Batch 918/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.877, Loss: 0.192 Epoch 34 Batch 919/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.879, Loss: 0.211 Epoch 34 Batch 920/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.882, Loss: 0.251 Epoch 34 Batch 921/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.885, Loss: 0.234 Epoch 34 Batch 922/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.222 Epoch 34 Batch 923/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.887, Loss: 0.218 Epoch 34 Batch 924/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.887, Loss: 0.264 Epoch 34 Batch 925/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.887, Loss: 0.215 Epoch 34 Batch 926/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.888, Loss: 0.258 Epoch 34 Batch 927/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.885, Loss: 0.234 Epoch 34 Batch 928/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.884, Loss: 0.258 Epoch 34 Batch 929/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.884, Loss: 0.233 Epoch 34 Batch 930/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.217 Epoch 34 Batch 931/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.880, Loss: 0.209 Epoch 34 Batch 932/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.211 Epoch 34 Batch 933/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.891, Loss: 0.244 Epoch 34 Batch 934/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.890, Loss: 0.250 Epoch 34 Batch 935/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.890, Loss: 0.256 Epoch 34 Batch 936/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.234 Epoch 34 Batch 937/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.237 Epoch 34 Batch 938/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.885, Loss: 0.248 Epoch 34 Batch 939/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.241 Epoch 34 Batch 940/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.881, Loss: 0.203 Epoch 34 Batch 941/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.881, Loss: 0.193 Epoch 34 Batch 942/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.239 Epoch 34 Batch 943/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.876, Loss: 0.216 Epoch 34 Batch 944/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.874, Loss: 0.203 Epoch 34 Batch 945/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.878, Loss: 0.197 Epoch 34 Batch 946/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.879, Loss: 0.209 Epoch 34 Batch 947/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.877, Loss: 0.266 Epoch 34 Batch 948/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.879, Loss: 0.215 Epoch 34 Batch 949/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.879, Loss: 0.191 Epoch 34 Batch 950/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.878, Loss: 0.227 Epoch 34 Batch 951/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.879, Loss: 0.215 Epoch 34 Batch 952/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.880, Loss: 0.222 Epoch 34 Batch 953/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.885, Loss: 0.209 Epoch 34 Batch 954/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.217 Epoch 34 Batch 955/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.886, Loss: 0.239 Epoch 34 Batch 956/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.886, Loss: 0.232 Epoch 34 Batch 957/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.881, Loss: 0.217 Epoch 34 Batch 958/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.885, Loss: 0.239 Epoch 34 Batch 959/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.884, Loss: 0.196 Epoch 34 Batch 960/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.882, Loss: 0.197 Epoch 34 Batch 961/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.886, Loss: 0.231 Epoch 34 Batch 962/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.886, Loss: 0.214 Epoch 34 Batch 963/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.886, Loss: 0.251 Epoch 34 Batch 964/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.887, Loss: 0.197 Epoch 34 Batch 965/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.240 Epoch 34 Batch 966/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.191 Epoch 34 Batch 967/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.894, Loss: 0.207 Epoch 34 Batch 968/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.894, Loss: 0.259 Epoch 34 Batch 969/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.894, Loss: 0.239 Epoch 34 Batch 970/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.894, Loss: 0.227 Epoch 34 Batch 971/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.890, Loss: 0.214 Epoch 34 Batch 972/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.884, Loss: 0.203 Epoch 34 Batch 973/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.884, Loss: 0.200 Epoch 34 Batch 974/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.883, Loss: 0.222 Epoch 34 Batch 975/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.883, Loss: 0.213 Epoch 34 Batch 976/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.884, Loss: 0.210 Epoch 34 Batch 977/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.885, Loss: 0.214 Epoch 34 Batch 978/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.888, Loss: 0.231 Epoch 34 Batch 979/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.889, Loss: 0.236 Epoch 34 Batch 980/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.889, Loss: 0.227 Epoch 34 Batch 981/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.893, Loss: 0.215 Epoch 34 Batch 982/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.889, Loss: 0.208 Epoch 34 Batch 983/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.884, Loss: 0.237 Epoch 34 Batch 984/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.890, Loss: 0.250 Epoch 34 Batch 985/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.890, Loss: 0.194 Epoch 34 Batch 986/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.889, Loss: 0.218 Epoch 34 Batch 987/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.893, Loss: 0.201 Epoch 34 Batch 988/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.259 Epoch 34 Batch 989/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.241 Epoch 34 Batch 990/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.239 Epoch 34 Batch 991/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.898, Loss: 0.228 Epoch 34 Batch 992/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.228 Epoch 34 Batch 993/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.889, Loss: 0.198 Epoch 34 Batch 994/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.889, Loss: 0.214 Epoch 34 Batch 995/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.223 Epoch 34 Batch 996/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.219 Epoch 34 Batch 997/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.889, Loss: 0.227 Epoch 34 Batch 998/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.210 Epoch 34 Batch 999/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.210 Epoch 34 Batch 1000/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.884, Loss: 0.199 Epoch 34 Batch 1001/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.883, Loss: 0.193 Epoch 34 Batch 1002/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.878, Loss: 0.188 Epoch 34 Batch 1003/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.881, Loss: 0.218 Epoch 34 Batch 1004/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.881, Loss: 0.237 Epoch 34 Batch 1005/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.239 Epoch 34 Batch 1006/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.203 Epoch 34 Batch 1007/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.888, Loss: 0.209 Epoch 34 Batch 1008/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.888, Loss: 0.243 Epoch 34 Batch 1009/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.884, Loss: 0.193 Epoch 34 Batch 1010/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.882, Loss: 0.216 Epoch 34 Batch 1011/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.886, Loss: 0.230 Epoch 34 Batch 1012/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.201 Epoch 34 Batch 1013/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.889, Loss: 0.207 Epoch 34 Batch 1014/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.230 Epoch 34 Batch 1015/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.895, Loss: 0.249 Epoch 34 Batch 1016/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.888, Loss: 0.230 Epoch 34 Batch 1017/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.229 Epoch 34 Batch 1018/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.888, Loss: 0.214 Epoch 34 Batch 1019/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.892, Loss: 0.239 Epoch 34 Batch 1020/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.892, Loss: 0.199 Epoch 34 Batch 1021/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.219 Epoch 34 Batch 1022/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.204 Epoch 34 Batch 1023/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.193 Epoch 34 Batch 1024/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.891, Loss: 0.249 Epoch 34 Batch 1025/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.891, Loss: 0.229 Epoch 34 Batch 1026/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.887, Loss: 0.207 Epoch 34 Batch 1027/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.234 Epoch 34 Batch 1028/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.896, Loss: 0.204 Epoch 34 Batch 1029/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.214 Epoch 34 Batch 1030/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.251 Epoch 34 Batch 1031/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.235 Epoch 34 Batch 1032/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.891, Loss: 0.224 Epoch 34 Batch 1033/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.891, Loss: 0.221 Epoch 34 Batch 1034/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.239 Epoch 34 Batch 1035/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.891, Loss: 0.199 Epoch 34 Batch 1036/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.237 Epoch 34 Batch 1037/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.237 Epoch 34 Batch 1038/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.217 Epoch 34 Batch 1039/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.893, Loss: 0.227 Epoch 34 Batch 1040/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.225 Epoch 34 Batch 1041/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.890, Loss: 0.228 Epoch 34 Batch 1042/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.895, Loss: 0.204 Epoch 34 Batch 1043/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.244 Epoch 34 Batch 1044/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.213 Epoch 34 Batch 1045/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.222 Epoch 34 Batch 1046/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.895, Loss: 0.191 Epoch 34 Batch 1047/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.218 Epoch 34 Batch 1048/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.218 Epoch 34 Batch 1049/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.223 Epoch 34 Batch 1050/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.212 Epoch 34 Batch 1051/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.204 Epoch 34 Batch 1052/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.208 Epoch 34 Batch 1053/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.893, Loss: 0.213 Epoch 34 Batch 1054/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.222 Epoch 34 Batch 1055/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.211 Epoch 34 Batch 1056/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.213 Epoch 34 Batch 1057/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.886, Loss: 0.232 Epoch 34 Batch 1058/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.887, Loss: 0.248 Epoch 34 Batch 1059/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.892, Loss: 0.252 Epoch 34 Batch 1060/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.892, Loss: 0.195 Epoch 34 Batch 1061/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.888, Loss: 0.253 Epoch 34 Batch 1062/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.225 Epoch 34 Batch 1063/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.903, Loss: 0.214 Epoch 34 Batch 1064/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.198 Epoch 34 Batch 1065/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.212 Epoch 34 Batch 1066/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.200 Epoch 34 Batch 1067/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.907, Loss: 0.233 Epoch 34 Batch 1068/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.199 Epoch 34 Batch 1069/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.184 Epoch 34 Batch 1070/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.212 Epoch 34 Batch 1071/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.214 Epoch 34 Batch 1072/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.212 Epoch 34 Batch 1073/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.247 Epoch 34 Batch 1074/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.229 Epoch 34 Batch 1075/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.890, Loss: 0.233 Epoch 35 Batch 0/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.198 Epoch 35 Batch 1/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.890, Loss: 0.208 Epoch 35 Batch 2/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.892, Loss: 0.218 Epoch 35 Batch 3/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.892, Loss: 0.219 Epoch 35 Batch 4/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.214 Epoch 35 Batch 5/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.234 Epoch 35 Batch 6/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.227 Epoch 35 Batch 7/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.887, Loss: 0.199 Epoch 35 Batch 8/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.886, Loss: 0.214 Epoch 35 Batch 9/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.219 Epoch 35 Batch 10/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.887, Loss: 0.226 Epoch 35 Batch 11/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.874, Loss: 0.229 Epoch 35 Batch 12/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.875, Loss: 0.214 Epoch 35 Batch 13/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.876, Loss: 0.236 Epoch 35 Batch 14/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.876, Loss: 0.186 Epoch 35 Batch 15/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.875, Loss: 0.216 Epoch 35 Batch 16/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.879, Loss: 0.227 Epoch 35 Batch 17/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.219 Epoch 35 Batch 18/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.885, Loss: 0.232 Epoch 35 Batch 19/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.885, Loss: 0.218 Epoch 35 Batch 20/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.884, Loss: 0.192 Epoch 35 Batch 21/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.227 Epoch 35 Batch 22/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.884, Loss: 0.221 Epoch 35 Batch 23/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.883, Loss: 0.204 Epoch 35 Batch 24/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.883, Loss: 0.222 Epoch 35 Batch 25/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.884, Loss: 0.208 Epoch 35 Batch 26/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.883, Loss: 0.245 Epoch 35 Batch 27/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.883, Loss: 0.209 Epoch 35 Batch 28/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.887, Loss: 0.230 Epoch 35 Batch 29/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.232 Epoch 35 Batch 30/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.891, Loss: 0.212 Epoch 35 Batch 31/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.211 Epoch 35 Batch 32/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.891, Loss: 0.202 Epoch 35 Batch 33/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.892, Loss: 0.185 Epoch 35 Batch 34/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.234 Epoch 35 Batch 35/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.892, Loss: 0.204 Epoch 35 Batch 36/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.219 Epoch 35 Batch 37/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.231 Epoch 35 Batch 38/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.237 Epoch 35 Batch 39/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.249 Epoch 35 Batch 40/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.210 Epoch 35 Batch 41/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.213 Epoch 35 Batch 42/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.891, Loss: 0.235 Epoch 35 Batch 43/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.197 Epoch 35 Batch 44/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.220 Epoch 35 Batch 45/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.901, Loss: 0.230 Epoch 35 Batch 46/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.905, Loss: 0.228 Epoch 35 Batch 47/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.216 Epoch 35 Batch 48/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.909, Loss: 0.254 Epoch 35 Batch 49/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.910, Loss: 0.242 Epoch 35 Batch 50/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.905, Loss: 0.214 Epoch 35 Batch 51/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.213 Epoch 35 Batch 52/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.903, Loss: 0.224 Epoch 35 Batch 53/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.203 Epoch 35 Batch 54/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.244 Epoch 35 Batch 55/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.898, Loss: 0.238 Epoch 35 Batch 56/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.171 Epoch 35 Batch 57/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.897, Loss: 0.200 Epoch 35 Batch 58/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.203 Epoch 35 Batch 59/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.214 Epoch 35 Batch 60/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.184 Epoch 35 Batch 61/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.897, Loss: 0.234 Epoch 35 Batch 62/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.895, Loss: 0.234 Epoch 35 Batch 63/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.214 Epoch 35 Batch 64/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.201 Epoch 35 Batch 65/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.221 Epoch 35 Batch 66/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.191 Epoch 35 Batch 67/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.891, Loss: 0.216 Epoch 35 Batch 68/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.234 Epoch 35 Batch 69/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.891, Loss: 0.253 Epoch 35 Batch 70/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.891, Loss: 0.225 Epoch 35 Batch 71/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.219 Epoch 35 Batch 72/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.892, Loss: 0.220 Epoch 35 Batch 73/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.224 Epoch 35 Batch 74/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.190 Epoch 35 Batch 75/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.258 Epoch 35 Batch 76/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.897, Loss: 0.188 Epoch 35 Batch 77/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.897, Loss: 0.214 Epoch 35 Batch 78/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.897, Loss: 0.237 Epoch 35 Batch 79/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.220 Epoch 35 Batch 80/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.892, Loss: 0.231 Epoch 35 Batch 81/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.891, Loss: 0.203 Epoch 35 Batch 82/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.191 Epoch 35 Batch 83/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.222 Epoch 35 Batch 84/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.232 Epoch 35 Batch 85/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.215 Epoch 35 Batch 86/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.891, Loss: 0.212 Epoch 35 Batch 87/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.890, Loss: 0.275 Epoch 35 Batch 88/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.890, Loss: 0.242 Epoch 35 Batch 89/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.231 Epoch 35 Batch 90/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.235 Epoch 35 Batch 91/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.197 Epoch 35 Batch 92/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.229 Epoch 35 Batch 93/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.217 Epoch 35 Batch 94/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.892, Loss: 0.204 Epoch 35 Batch 95/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.242 Epoch 35 Batch 96/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.896, Loss: 0.214 Epoch 35 Batch 97/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.897, Loss: 0.215 Epoch 35 Batch 98/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.223 Epoch 35 Batch 99/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.240 Epoch 35 Batch 100/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.216 Epoch 35 Batch 101/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.902, Loss: 0.212 Epoch 35 Batch 102/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.211 Epoch 35 Batch 103/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.241 Epoch 35 Batch 104/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.209 Epoch 35 Batch 105/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.220 Epoch 35 Batch 106/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.259 Epoch 35 Batch 107/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.890, Loss: 0.220 Epoch 35 Batch 108/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.202 Epoch 35 Batch 109/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.886, Loss: 0.205 Epoch 35 Batch 110/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.182 Epoch 35 Batch 111/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.216 Epoch 35 Batch 112/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.885, Loss: 0.208 Epoch 35 Batch 113/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.227 Epoch 35 Batch 114/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.194 Epoch 35 Batch 115/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.233 Epoch 35 Batch 116/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.888, Loss: 0.225 Epoch 35 Batch 117/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.894, Loss: 0.238 Epoch 35 Batch 118/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.894, Loss: 0.225 Epoch 35 Batch 119/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.215 Epoch 35 Batch 120/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.244 Epoch 35 Batch 121/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.219 Epoch 35 Batch 122/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.893, Loss: 0.216 Epoch 35 Batch 123/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.890, Loss: 0.192 Epoch 35 Batch 124/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.241 Epoch 35 Batch 125/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.228 Epoch 35 Batch 126/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.893, Loss: 0.204 Epoch 35 Batch 127/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.210 Epoch 35 Batch 128/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.893, Loss: 0.206 Epoch 35 Batch 129/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.217 Epoch 35 Batch 130/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.194 Epoch 35 Batch 131/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.203 Epoch 35 Batch 132/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.895, Loss: 0.224 Epoch 35 Batch 133/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.206 Epoch 35 Batch 134/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.210 Epoch 35 Batch 135/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.233 Epoch 35 Batch 136/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.195 Epoch 35 Batch 137/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.187 Epoch 35 Batch 138/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.901, Loss: 0.203 Epoch 35 Batch 139/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.234 Epoch 35 Batch 140/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.230 Epoch 35 Batch 141/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.200 Epoch 35 Batch 142/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.899, Loss: 0.214 Epoch 35 Batch 143/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.898, Loss: 0.220 Epoch 35 Batch 144/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.251 Epoch 35 Batch 145/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.232 Epoch 35 Batch 146/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.255 Epoch 35 Batch 147/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.896, Loss: 0.243 Epoch 35 Batch 148/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.232 Epoch 35 Batch 149/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.223 Epoch 35 Batch 150/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.205 Epoch 35 Batch 151/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.891, Loss: 0.200 Epoch 35 Batch 152/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.241 Epoch 35 Batch 153/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.886, Loss: 0.233 Epoch 35 Batch 154/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.888, Loss: 0.209 Epoch 35 Batch 155/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.209 Epoch 35 Batch 156/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.888, Loss: 0.209 Epoch 35 Batch 157/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.214 Epoch 35 Batch 158/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.228 Epoch 35 Batch 159/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.886, Loss: 0.183 Epoch 35 Batch 160/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.208 Epoch 35 Batch 161/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.888, Loss: 0.213 Epoch 35 Batch 162/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.889, Loss: 0.258 Epoch 35 Batch 163/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.885, Loss: 0.252 Epoch 35 Batch 164/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.890, Loss: 0.222 Epoch 35 Batch 165/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.894, Loss: 0.189 Epoch 35 Batch 166/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.218 Epoch 35 Batch 167/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.194 Epoch 35 Batch 168/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.898, Loss: 0.257 Epoch 35 Batch 169/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.218 Epoch 35 Batch 170/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.224 Epoch 35 Batch 171/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.899, Loss: 0.188 Epoch 35 Batch 172/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.198 Epoch 35 Batch 173/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.898, Loss: 0.216 Epoch 35 Batch 174/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.223 Epoch 35 Batch 175/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.216 Epoch 35 Batch 176/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.225 Epoch 35 Batch 177/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.899, Loss: 0.240 Epoch 35 Batch 178/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.900, Loss: 0.191 Epoch 35 Batch 179/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.222 Epoch 35 Batch 180/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.219 Epoch 35 Batch 181/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.254 Epoch 35 Batch 182/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.897, Loss: 0.231 Epoch 35 Batch 183/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.898, Loss: 0.214 Epoch 35 Batch 184/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.898, Loss: 0.206 Epoch 35 Batch 185/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.251 Epoch 35 Batch 186/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.241 Epoch 35 Batch 187/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.899, Loss: 0.196 Epoch 35 Batch 188/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.896, Loss: 0.191 Epoch 35 Batch 189/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.218 Epoch 35 Batch 190/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.224 Epoch 35 Batch 191/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.209 Epoch 35 Batch 192/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.218 Epoch 35 Batch 193/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.215 Epoch 35 Batch 194/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.191 Epoch 35 Batch 195/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.893, Loss: 0.197 Epoch 35 Batch 196/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.199 Epoch 35 Batch 197/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.200 Epoch 35 Batch 198/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.212 Epoch 35 Batch 199/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.200 Epoch 35 Batch 200/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.900, Loss: 0.214 Epoch 35 Batch 201/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.891, Loss: 0.199 Epoch 35 Batch 202/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.234 Epoch 35 Batch 203/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.212 Epoch 35 Batch 204/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.893, Loss: 0.268 Epoch 35 Batch 205/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.893, Loss: 0.223 Epoch 35 Batch 206/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.892, Loss: 0.201 Epoch 35 Batch 207/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.215 Epoch 35 Batch 208/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.894, Loss: 0.246 Epoch 35 Batch 209/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.894, Loss: 0.182 Epoch 35 Batch 210/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.893, Loss: 0.227 Epoch 35 Batch 211/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.209 Epoch 35 Batch 212/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.189 Epoch 35 Batch 213/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.201 Epoch 35 Batch 214/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.202 Epoch 35 Batch 215/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.893, Loss: 0.246 Epoch 35 Batch 216/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.227 Epoch 35 Batch 217/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.213 Epoch 35 Batch 218/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.886, Loss: 0.261 Epoch 35 Batch 219/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.886, Loss: 0.211 Epoch 35 Batch 220/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.886, Loss: 0.220 Epoch 35 Batch 221/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.210 Epoch 35 Batch 222/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.233 Epoch 35 Batch 223/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.892, Loss: 0.183 Epoch 35 Batch 224/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.236 Epoch 35 Batch 225/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.242 Epoch 35 Batch 226/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.891, Loss: 0.212 Epoch 35 Batch 227/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.892, Loss: 0.246 Epoch 35 Batch 228/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.214 Epoch 35 Batch 229/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.213 Epoch 35 Batch 230/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.197 Epoch 35 Batch 231/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.226 Epoch 35 Batch 232/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.226 Epoch 35 Batch 233/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.263 Epoch 35 Batch 234/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.901, Loss: 0.243 Epoch 35 Batch 235/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.215 Epoch 35 Batch 236/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.228 Epoch 35 Batch 237/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.189 Epoch 35 Batch 238/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.899, Loss: 0.198 Epoch 35 Batch 239/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.899, Loss: 0.205 Epoch 35 Batch 240/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.898, Loss: 0.200 Epoch 35 Batch 241/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.177 Epoch 35 Batch 242/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.198 Epoch 35 Batch 243/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.228 Epoch 35 Batch 244/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.228 Epoch 35 Batch 245/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.898, Loss: 0.215 Epoch 35 Batch 246/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.899, Loss: 0.220 Epoch 35 Batch 247/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.893, Loss: 0.204 Epoch 35 Batch 248/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.894, Loss: 0.224 Epoch 35 Batch 249/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.894, Loss: 0.204 Epoch 35 Batch 250/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.894, Loss: 0.205 Epoch 35 Batch 251/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.894, Loss: 0.215 Epoch 35 Batch 252/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.220 Epoch 35 Batch 253/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.895, Loss: 0.234 Epoch 35 Batch 254/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.219 Epoch 35 Batch 255/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.213 Epoch 35 Batch 256/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.885, Loss: 0.265 Epoch 35 Batch 257/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.885, Loss: 0.209 Epoch 35 Batch 258/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.880, Loss: 0.218 Epoch 35 Batch 259/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.877, Loss: 0.208 Epoch 35 Batch 260/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.872, Loss: 0.197 Epoch 35 Batch 261/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.881, Loss: 0.209 Epoch 35 Batch 262/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.882, Loss: 0.193 Epoch 35 Batch 263/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.884, Loss: 0.201 Epoch 35 Batch 264/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.230 Epoch 35 Batch 265/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.894, Loss: 0.209 Epoch 35 Batch 266/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.894, Loss: 0.217 Epoch 35 Batch 267/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.892, Loss: 0.190 Epoch 35 Batch 268/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.214 Epoch 35 Batch 269/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.234 Epoch 35 Batch 270/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.228 Epoch 35 Batch 271/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.888, Loss: 0.199 Epoch 35 Batch 272/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.295 Epoch 35 Batch 273/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.202 Epoch 35 Batch 274/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.229 Epoch 35 Batch 275/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.884, Loss: 0.235 Epoch 35 Batch 276/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.253 Epoch 35 Batch 277/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.874, Loss: 0.183 Epoch 35 Batch 278/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.880, Loss: 0.238 Epoch 35 Batch 279/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.882, Loss: 0.261 Epoch 35 Batch 280/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.887, Loss: 0.223 Epoch 35 Batch 281/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.220 Epoch 35 Batch 282/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.887, Loss: 0.274 Epoch 35 Batch 283/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.888, Loss: 0.214 Epoch 35 Batch 284/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.256 Epoch 35 Batch 285/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.889, Loss: 0.235 Epoch 35 Batch 286/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.191 Epoch 35 Batch 287/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.221 Epoch 35 Batch 288/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.248 Epoch 35 Batch 289/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.207 Epoch 35 Batch 290/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.896, Loss: 0.241 Epoch 35 Batch 291/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.895, Loss: 0.242 Epoch 35 Batch 292/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.899, Loss: 0.208 Epoch 35 Batch 293/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.897, Loss: 0.228 Epoch 35 Batch 294/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.212 Epoch 35 Batch 295/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.259 Epoch 35 Batch 296/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.197 Epoch 35 Batch 297/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.256 Epoch 35 Batch 298/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.234 Epoch 35 Batch 299/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.186 Epoch 35 Batch 300/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.902, Loss: 0.210 Epoch 35 Batch 301/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.903, Loss: 0.202 Epoch 35 Batch 302/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.221 Epoch 35 Batch 303/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.223 Epoch 35 Batch 304/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.900, Loss: 0.201 Epoch 35 Batch 305/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.220 Epoch 35 Batch 306/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.234 Epoch 35 Batch 307/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.214 Epoch 35 Batch 308/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.246 Epoch 35 Batch 309/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.212 Epoch 35 Batch 310/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.895, Loss: 0.234 Epoch 35 Batch 311/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.894, Loss: 0.225 Epoch 35 Batch 312/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.898, Loss: 0.242 Epoch 35 Batch 313/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.191 Epoch 35 Batch 314/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.895, Loss: 0.228 Epoch 35 Batch 315/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.895, Loss: 0.201 Epoch 35 Batch 316/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.896, Loss: 0.218 Epoch 35 Batch 317/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.247 Epoch 35 Batch 318/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.223 Epoch 35 Batch 319/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.898, Loss: 0.236 Epoch 35 Batch 320/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.225 Epoch 35 Batch 321/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.898, Loss: 0.215 Epoch 35 Batch 322/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.889, Loss: 0.214 Epoch 35 Batch 323/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.224 Epoch 35 Batch 324/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.224 Epoch 35 Batch 325/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.884, Loss: 0.213 Epoch 35 Batch 326/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.886, Loss: 0.208 Epoch 35 Batch 327/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.891, Loss: 0.245 Epoch 35 Batch 328/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.246 Epoch 35 Batch 329/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.891, Loss: 0.250 Epoch 35 Batch 330/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.217 Epoch 35 Batch 331/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.228 Epoch 35 Batch 332/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.885, Loss: 0.186 Epoch 35 Batch 333/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.885, Loss: 0.207 Epoch 35 Batch 334/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.888, Loss: 0.219 Epoch 35 Batch 335/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.203 Epoch 35 Batch 336/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.893, Loss: 0.245 Epoch 35 Batch 337/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.892, Loss: 0.229 Epoch 35 Batch 338/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.897, Loss: 0.267 Epoch 35 Batch 339/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.897, Loss: 0.196 Epoch 35 Batch 340/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.204 Epoch 35 Batch 341/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.900, Loss: 0.258 Epoch 35 Batch 342/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.211 Epoch 35 Batch 343/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.224 Epoch 35 Batch 344/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.891, Loss: 0.214 Epoch 35 Batch 345/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.217 Epoch 35 Batch 346/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.889, Loss: 0.220 Epoch 35 Batch 347/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.886, Loss: 0.206 Epoch 35 Batch 348/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.886, Loss: 0.204 Epoch 35 Batch 349/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.880, Loss: 0.209 Epoch 35 Batch 350/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.880, Loss: 0.223 Epoch 35 Batch 351/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.210 Epoch 35 Batch 352/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.881, Loss: 0.226 Epoch 35 Batch 353/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.880, Loss: 0.260 Epoch 35 Batch 354/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.261 Epoch 35 Batch 355/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.885, Loss: 0.216 Epoch 35 Batch 356/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.885, Loss: 0.211 Epoch 35 Batch 357/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.886, Loss: 0.219 Epoch 35 Batch 358/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.886, Loss: 0.241 Epoch 35 Batch 359/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.883, Loss: 0.210 Epoch 35 Batch 360/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.884, Loss: 0.226 Epoch 35 Batch 361/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.882, Loss: 0.215 Epoch 35 Batch 362/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.216 Epoch 35 Batch 363/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.877, Loss: 0.243 Epoch 35 Batch 364/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.877, Loss: 0.243 Epoch 35 Batch 365/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.876, Loss: 0.198 Epoch 35 Batch 366/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.207 Epoch 35 Batch 367/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.882, Loss: 0.180 Epoch 35 Batch 368/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.216 Epoch 35 Batch 369/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.205 Epoch 35 Batch 370/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.881, Loss: 0.222 Epoch 35 Batch 371/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.877, Loss: 0.226 Epoch 35 Batch 372/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.872, Loss: 0.210 Epoch 35 Batch 373/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.873, Loss: 0.203 Epoch 35 Batch 374/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.873, Loss: 0.232 Epoch 35 Batch 375/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.878, Loss: 0.218 Epoch 35 Batch 376/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.881, Loss: 0.215 Epoch 35 Batch 377/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.881, Loss: 0.221 Epoch 35 Batch 378/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.881, Loss: 0.199 Epoch 35 Batch 379/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.880, Loss: 0.227 Epoch 35 Batch 380/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.224 Epoch 35 Batch 381/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.233 Epoch 35 Batch 382/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.875, Loss: 0.268 Epoch 35 Batch 383/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.876, Loss: 0.209 Epoch 35 Batch 384/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.875, Loss: 0.213 Epoch 35 Batch 385/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.880, Loss: 0.228 Epoch 35 Batch 386/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.880, Loss: 0.211 Epoch 35 Batch 387/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.879, Loss: 0.202 Epoch 35 Batch 388/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.882, Loss: 0.229 Epoch 35 Batch 389/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.883, Loss: 0.211 Epoch 35 Batch 390/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.883, Loss: 0.241 Epoch 35 Batch 391/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.883, Loss: 0.236 Epoch 35 Batch 392/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.882, Loss: 0.220 Epoch 35 Batch 393/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.882, Loss: 0.199 Epoch 35 Batch 394/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.221 Epoch 35 Batch 395/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.888, Loss: 0.208 Epoch 35 Batch 396/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.259 Epoch 35 Batch 397/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.222 Epoch 35 Batch 398/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.229 Epoch 35 Batch 399/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.900, Loss: 0.222 Epoch 35 Batch 400/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.905, Loss: 0.266 Epoch 35 Batch 401/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.216 Epoch 35 Batch 402/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.199 Epoch 35 Batch 403/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.893, Loss: 0.242 Epoch 35 Batch 404/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.205 Epoch 35 Batch 405/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.242 Epoch 35 Batch 406/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.892, Loss: 0.197 Epoch 35 Batch 407/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.227 Epoch 35 Batch 408/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.886, Loss: 0.228 Epoch 35 Batch 409/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.231 Epoch 35 Batch 410/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.233 Epoch 35 Batch 411/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.227 Epoch 35 Batch 412/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.910, Loss: 0.201 Epoch 35 Batch 413/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.218 Epoch 35 Batch 414/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.902, Loss: 0.234 Epoch 35 Batch 415/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.206 Epoch 35 Batch 416/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.204 Epoch 35 Batch 417/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.245 Epoch 35 Batch 418/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.890, Loss: 0.201 Epoch 35 Batch 419/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.211 Epoch 35 Batch 420/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.886, Loss: 0.200 Epoch 35 Batch 421/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.261 Epoch 35 Batch 422/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.885, Loss: 0.213 Epoch 35 Batch 423/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.888, Loss: 0.231 Epoch 35 Batch 424/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.886, Loss: 0.232 Epoch 35 Batch 425/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.886, Loss: 0.192 Epoch 35 Batch 426/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.885, Loss: 0.258 Epoch 35 Batch 427/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.880, Loss: 0.216 Epoch 35 Batch 428/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.881, Loss: 0.211 Epoch 35 Batch 429/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.193 Epoch 35 Batch 430/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.214 Epoch 35 Batch 431/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.205 Epoch 35 Batch 432/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.226 Epoch 35 Batch 433/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.901, Loss: 0.228 Epoch 35 Batch 434/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.201 Epoch 35 Batch 435/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.224 Epoch 35 Batch 436/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.896, Loss: 0.207 Epoch 35 Batch 437/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.199 Epoch 35 Batch 438/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.230 Epoch 35 Batch 439/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.231 Epoch 35 Batch 440/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.901, Loss: 0.244 Epoch 35 Batch 441/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.907, Loss: 0.215 Epoch 35 Batch 442/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.210 Epoch 35 Batch 443/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.897, Loss: 0.227 Epoch 35 Batch 444/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.198 Epoch 35 Batch 445/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.202 Epoch 35 Batch 446/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.892, Loss: 0.187 Epoch 35 Batch 447/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.887, Loss: 0.220 Epoch 35 Batch 448/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.877, Loss: 0.241 Epoch 35 Batch 449/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.873, Loss: 0.227 Epoch 35 Batch 450/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.873, Loss: 0.228 Epoch 35 Batch 451/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.873, Loss: 0.210 Epoch 35 Batch 452/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.877, Loss: 0.238 Epoch 35 Batch 453/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.876, Loss: 0.206 Epoch 35 Batch 454/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.880, Loss: 0.221 Epoch 35 Batch 455/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.881, Loss: 0.207 Epoch 35 Batch 456/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.879, Loss: 0.209 Epoch 35 Batch 457/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.210 Epoch 35 Batch 458/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.225 Epoch 35 Batch 459/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.910, Loss: 0.208 Epoch 35 Batch 460/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.207 Epoch 35 Batch 461/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.907, Loss: 0.219 Epoch 35 Batch 462/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.202 Epoch 35 Batch 463/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.210 Epoch 35 Batch 464/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.203 Epoch 35 Batch 465/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.908, Loss: 0.244 Epoch 35 Batch 466/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.909, Loss: 0.201 Epoch 35 Batch 467/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.210 Epoch 35 Batch 468/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.222 Epoch 35 Batch 469/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.209 Epoch 35 Batch 470/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.882, Loss: 0.217 Epoch 35 Batch 471/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.873, Loss: 0.208 Epoch 35 Batch 472/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.873, Loss: 0.206 Epoch 35 Batch 473/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.877, Loss: 0.222 Epoch 35 Batch 474/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.878, Loss: 0.215 Epoch 35 Batch 475/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.878, Loss: 0.219 Epoch 35 Batch 476/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.878, Loss: 0.199 Epoch 35 Batch 477/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.878, Loss: 0.214 Epoch 35 Batch 478/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.882, Loss: 0.241 Epoch 35 Batch 479/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.882, Loss: 0.228 Epoch 35 Batch 480/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.884, Loss: 0.226 Epoch 35 Batch 481/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.209 Epoch 35 Batch 482/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.890, Loss: 0.231 Epoch 35 Batch 483/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.889, Loss: 0.221 Epoch 35 Batch 484/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.895, Loss: 0.231 Epoch 35 Batch 485/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.201 Epoch 35 Batch 486/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.892, Loss: 0.196 Epoch 35 Batch 487/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.213 Epoch 35 Batch 488/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.881, Loss: 0.215 Epoch 35 Batch 489/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.886, Loss: 0.194 Epoch 35 Batch 490/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.235 Epoch 35 Batch 491/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.889, Loss: 0.227 Epoch 35 Batch 492/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.882, Loss: 0.255 Epoch 35 Batch 493/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.886, Loss: 0.195 Epoch 35 Batch 494/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.886, Loss: 0.203 Epoch 35 Batch 495/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.204 Epoch 35 Batch 496/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.890, Loss: 0.218 Epoch 35 Batch 497/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.890, Loss: 0.240 Epoch 35 Batch 498/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.202 Epoch 35 Batch 499/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.881, Loss: 0.200 Epoch 35 Batch 500/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.882, Loss: 0.198 Epoch 35 Batch 501/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.882, Loss: 0.191 Epoch 35 Batch 502/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.882, Loss: 0.216 Epoch 35 Batch 503/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.882, Loss: 0.219 Epoch 35 Batch 504/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.882, Loss: 0.252 Epoch 35 Batch 505/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.882, Loss: 0.172 Epoch 35 Batch 506/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.888, Loss: 0.211 Epoch 35 Batch 507/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.887, Loss: 0.208 Epoch 35 Batch 508/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.886, Loss: 0.216 Epoch 35 Batch 509/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.891, Loss: 0.252 Epoch 35 Batch 510/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.203 Epoch 35 Batch 511/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.237 Epoch 35 Batch 512/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.895, Loss: 0.209 Epoch 35 Batch 513/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.894, Loss: 0.214 Epoch 35 Batch 514/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.894, Loss: 0.214 Epoch 35 Batch 515/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.889, Loss: 0.203 Epoch 35 Batch 516/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.889, Loss: 0.211 Epoch 35 Batch 517/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.220 Epoch 35 Batch 518/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.883, Loss: 0.190 Epoch 35 Batch 519/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.883, Loss: 0.225 Epoch 35 Batch 520/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.888, Loss: 0.200 Epoch 35 Batch 521/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.222 Epoch 35 Batch 522/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.888, Loss: 0.245 Epoch 35 Batch 523/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.212 Epoch 35 Batch 524/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.209 Epoch 35 Batch 525/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.882, Loss: 0.242 Epoch 35 Batch 526/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.884, Loss: 0.209 Epoch 35 Batch 527/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.885, Loss: 0.203 Epoch 35 Batch 528/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.221 Epoch 35 Batch 529/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.198 Epoch 35 Batch 530/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.885, Loss: 0.242 Epoch 35 Batch 531/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.207 Epoch 35 Batch 532/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.883, Loss: 0.237 Epoch 35 Batch 533/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.882, Loss: 0.258 Epoch 35 Batch 534/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.199 Epoch 35 Batch 535/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.888, Loss: 0.213 Epoch 35 Batch 536/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.891, Loss: 0.195 Epoch 35 Batch 537/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.224 Epoch 35 Batch 538/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.901, Loss: 0.209 Epoch 35 Batch 539/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.242 Epoch 35 Batch 540/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.199 Epoch 35 Batch 541/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.213 Epoch 35 Batch 542/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.215 Epoch 35 Batch 543/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.884, Loss: 0.218 Epoch 35 Batch 544/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.884, Loss: 0.203 Epoch 35 Batch 545/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.884, Loss: 0.234 Epoch 35 Batch 546/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.884, Loss: 0.251 Epoch 35 Batch 547/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.219 Epoch 35 Batch 548/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.239 Epoch 35 Batch 549/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.898, Loss: 0.237 Epoch 35 Batch 550/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.898, Loss: 0.235 Epoch 35 Batch 551/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.894, Loss: 0.220 Epoch 35 Batch 552/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.221 Epoch 35 Batch 553/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.219 Epoch 35 Batch 554/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.217 Epoch 35 Batch 555/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.214 Epoch 35 Batch 556/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.207 Epoch 35 Batch 557/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.225 Epoch 35 Batch 558/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.218 Epoch 35 Batch 559/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.209 Epoch 35 Batch 560/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.193 Epoch 35 Batch 561/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.194 Epoch 35 Batch 562/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.194 Epoch 35 Batch 563/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.898, Loss: 0.255 Epoch 35 Batch 564/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.898, Loss: 0.249 Epoch 35 Batch 565/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.238 Epoch 35 Batch 566/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.263 Epoch 35 Batch 567/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.234 Epoch 35 Batch 568/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.225 Epoch 35 Batch 569/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.236 Epoch 35 Batch 570/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.238 Epoch 35 Batch 571/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.907, Loss: 0.191 Epoch 35 Batch 572/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.194 Epoch 35 Batch 573/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.240 Epoch 35 Batch 574/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.900, Loss: 0.224 Epoch 35 Batch 575/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.231 Epoch 35 Batch 576/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.904, Loss: 0.210 Epoch 35 Batch 577/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.227 Epoch 35 Batch 578/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.906, Loss: 0.242 Epoch 35 Batch 579/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.905, Loss: 0.205 Epoch 35 Batch 580/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.905, Loss: 0.189 Epoch 35 Batch 581/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.198 Epoch 35 Batch 582/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.903, Loss: 0.206 Epoch 35 Batch 583/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.231 Epoch 35 Batch 584/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.211 Epoch 35 Batch 585/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.901, Loss: 0.188 Epoch 35 Batch 586/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.901, Loss: 0.228 Epoch 35 Batch 587/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.202 Epoch 35 Batch 588/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.215 Epoch 35 Batch 589/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.896, Loss: 0.219 Epoch 35 Batch 590/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.895, Loss: 0.221 Epoch 35 Batch 591/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.205 Epoch 35 Batch 592/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.228 Epoch 35 Batch 593/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.221 Epoch 35 Batch 594/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.234 Epoch 35 Batch 595/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.229 Epoch 35 Batch 596/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.886, Loss: 0.240 Epoch 35 Batch 597/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.226 Epoch 35 Batch 598/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.221 Epoch 35 Batch 599/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.891, Loss: 0.287 Epoch 35 Batch 600/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.215 Epoch 35 Batch 601/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.891, Loss: 0.223 Epoch 35 Batch 602/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.892, Loss: 0.208 Epoch 35 Batch 603/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.213 Epoch 35 Batch 604/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.889, Loss: 0.233 Epoch 35 Batch 605/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.254 Epoch 35 Batch 606/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.888, Loss: 0.208 Epoch 35 Batch 607/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.888, Loss: 0.219 Epoch 35 Batch 608/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.244 Epoch 35 Batch 609/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.893, Loss: 0.221 Epoch 35 Batch 610/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.240 Epoch 35 Batch 611/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.227 Epoch 35 Batch 612/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.217 Epoch 35 Batch 613/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.894, Loss: 0.244 Epoch 35 Batch 614/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.893, Loss: 0.218 Epoch 35 Batch 615/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.203 Epoch 35 Batch 616/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.894, Loss: 0.228 Epoch 35 Batch 617/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.215 Epoch 35 Batch 618/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.896, Loss: 0.217 Epoch 35 Batch 619/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.900, Loss: 0.197 Epoch 35 Batch 620/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.227 Epoch 35 Batch 621/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.894, Loss: 0.246 Epoch 35 Batch 622/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.889, Loss: 0.237 Epoch 35 Batch 623/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.221 Epoch 35 Batch 624/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.202 Epoch 35 Batch 625/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.224 Epoch 35 Batch 626/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.193 Epoch 35 Batch 627/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.211 Epoch 35 Batch 628/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.241 Epoch 35 Batch 629/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.885, Loss: 0.239 Epoch 35 Batch 630/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.881, Loss: 0.212 Epoch 35 Batch 631/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.883, Loss: 0.221 Epoch 35 Batch 632/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.213 Epoch 35 Batch 633/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.221 Epoch 35 Batch 634/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.190 Epoch 35 Batch 635/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.903, Loss: 0.254 Epoch 35 Batch 636/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.217 Epoch 35 Batch 637/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.901, Loss: 0.229 Epoch 35 Batch 638/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.218 Epoch 35 Batch 639/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.224 Epoch 35 Batch 640/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.204 Epoch 35 Batch 641/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.215 Epoch 35 Batch 642/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.217 Epoch 35 Batch 643/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.187 Epoch 35 Batch 644/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.222 Epoch 35 Batch 645/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.222 Epoch 35 Batch 646/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.216 Epoch 35 Batch 647/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.225 Epoch 35 Batch 648/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.197 Epoch 35 Batch 649/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.237 Epoch 35 Batch 650/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.240 Epoch 35 Batch 651/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.889, Loss: 0.217 Epoch 35 Batch 652/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.889, Loss: 0.251 Epoch 35 Batch 653/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.892, Loss: 0.238 Epoch 35 Batch 654/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.210 Epoch 35 Batch 655/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.225 Epoch 35 Batch 656/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.224 Epoch 35 Batch 657/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.225 Epoch 35 Batch 658/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.235 Epoch 35 Batch 659/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.235 Epoch 35 Batch 660/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.223 Epoch 35 Batch 661/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.893, Loss: 0.187 Epoch 35 Batch 662/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.893, Loss: 0.205 Epoch 35 Batch 663/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.203 Epoch 35 Batch 664/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.207 Epoch 35 Batch 665/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.220 Epoch 35 Batch 666/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.226 Epoch 35 Batch 667/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.246 Epoch 35 Batch 668/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.213 Epoch 35 Batch 669/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.223 Epoch 35 Batch 670/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.211 Epoch 35 Batch 671/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.257 Epoch 35 Batch 672/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.230 Epoch 35 Batch 673/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.200 Epoch 35 Batch 674/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.897, Loss: 0.209 Epoch 35 Batch 675/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.250 Epoch 35 Batch 676/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.225 Epoch 35 Batch 677/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.889, Loss: 0.217 Epoch 35 Batch 678/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.889, Loss: 0.188 Epoch 35 Batch 679/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.889, Loss: 0.232 Epoch 35 Batch 680/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.197 Epoch 35 Batch 681/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.226 Epoch 35 Batch 682/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.894, Loss: 0.229 Epoch 35 Batch 683/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.188 Epoch 35 Batch 684/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.217 Epoch 35 Batch 685/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.235 Epoch 35 Batch 686/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.894, Loss: 0.213 Epoch 35 Batch 687/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.889, Loss: 0.234 Epoch 35 Batch 688/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.891, Loss: 0.206 Epoch 35 Batch 689/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.890, Loss: 0.187 Epoch 35 Batch 690/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.218 Epoch 35 Batch 691/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.888, Loss: 0.241 Epoch 35 Batch 692/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.889, Loss: 0.198 Epoch 35 Batch 693/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.885, Loss: 0.273 Epoch 35 Batch 694/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.886, Loss: 0.222 Epoch 35 Batch 695/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.887, Loss: 0.201 Epoch 35 Batch 696/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.887, Loss: 0.236 Epoch 35 Batch 697/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.208 Epoch 35 Batch 698/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.887, Loss: 0.218 Epoch 35 Batch 699/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.885, Loss: 0.229 Epoch 35 Batch 700/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.885, Loss: 0.198 Epoch 35 Batch 701/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.230 Epoch 35 Batch 702/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.886, Loss: 0.253 Epoch 35 Batch 703/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.230 Epoch 35 Batch 704/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.887, Loss: 0.254 Epoch 35 Batch 705/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.230 Epoch 35 Batch 706/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.890, Loss: 0.248 Epoch 35 Batch 707/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.195 Epoch 35 Batch 708/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.221 Epoch 35 Batch 709/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.897, Loss: 0.231 Epoch 35 Batch 710/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.209 Epoch 35 Batch 711/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.248 Epoch 35 Batch 712/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.220 Epoch 35 Batch 713/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.188 Epoch 35 Batch 714/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.211 Epoch 35 Batch 715/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.890, Loss: 0.237 Epoch 35 Batch 716/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.890, Loss: 0.198 Epoch 35 Batch 717/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.890, Loss: 0.202 Epoch 35 Batch 718/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.226 Epoch 35 Batch 719/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.223 Epoch 35 Batch 720/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.896, Loss: 0.233 Epoch 35 Batch 721/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.214 Epoch 35 Batch 722/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.897, Loss: 0.195 Epoch 35 Batch 723/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.897, Loss: 0.222 Epoch 35 Batch 724/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.230 Epoch 35 Batch 725/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.198 Epoch 35 Batch 726/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.206 Epoch 35 Batch 727/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.892, Loss: 0.205 Epoch 35 Batch 728/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.892, Loss: 0.231 Epoch 35 Batch 729/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.235 Epoch 35 Batch 730/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.236 Epoch 35 Batch 731/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.234 Epoch 35 Batch 732/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.234 Epoch 35 Batch 733/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.219 Epoch 35 Batch 734/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.896, Loss: 0.218 Epoch 35 Batch 735/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.195 Epoch 35 Batch 736/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.888, Loss: 0.219 Epoch 35 Batch 737/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.888, Loss: 0.228 Epoch 35 Batch 738/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.197 Epoch 35 Batch 739/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.889, Loss: 0.204 Epoch 35 Batch 740/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.202 Epoch 35 Batch 741/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.891, Loss: 0.245 Epoch 35 Batch 742/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.214 Epoch 35 Batch 743/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.891, Loss: 0.240 Epoch 35 Batch 744/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.888, Loss: 0.195 Epoch 35 Batch 745/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.888, Loss: 0.216 Epoch 35 Batch 746/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.887, Loss: 0.220 Epoch 35 Batch 747/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.195 Epoch 35 Batch 748/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.205 Epoch 35 Batch 749/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.892, Loss: 0.232 Epoch 35 Batch 750/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.237 Epoch 35 Batch 751/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.216 Epoch 35 Batch 752/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.893, Loss: 0.187 Epoch 35 Batch 753/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.893, Loss: 0.232 Epoch 35 Batch 754/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.234 Epoch 35 Batch 755/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.891, Loss: 0.228 Epoch 35 Batch 756/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.892, Loss: 0.206 Epoch 35 Batch 757/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.892, Loss: 0.240 Epoch 35 Batch 758/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.199 Epoch 35 Batch 759/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.190 Epoch 35 Batch 760/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.892, Loss: 0.225 Epoch 35 Batch 761/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.239 Epoch 35 Batch 762/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.893, Loss: 0.185 Epoch 35 Batch 763/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.201 Epoch 35 Batch 764/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.198 Epoch 35 Batch 765/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.892, Loss: 0.213 Epoch 35 Batch 766/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.243 Epoch 35 Batch 767/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.202 Epoch 35 Batch 768/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.207 Epoch 35 Batch 769/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.216 Epoch 35 Batch 770/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.213 Epoch 35 Batch 771/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.230 Epoch 35 Batch 772/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.893, Loss: 0.197 Epoch 35 Batch 773/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.893, Loss: 0.197 Epoch 35 Batch 774/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.222 Epoch 35 Batch 775/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.220 Epoch 35 Batch 776/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.892, Loss: 0.196 Epoch 35 Batch 777/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.893, Loss: 0.218 Epoch 35 Batch 778/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.192 Epoch 35 Batch 779/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.892, Loss: 0.217 Epoch 35 Batch 780/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.892, Loss: 0.242 Epoch 35 Batch 781/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.892, Loss: 0.207 Epoch 35 Batch 782/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.216 Epoch 35 Batch 783/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.209 Epoch 35 Batch 784/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.903, Loss: 0.195 Epoch 35 Batch 785/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.202 Epoch 35 Batch 786/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.208 Epoch 35 Batch 787/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.209 Epoch 35 Batch 788/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.215 Epoch 35 Batch 789/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.902, Loss: 0.233 Epoch 35 Batch 790/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.904, Loss: 0.249 Epoch 35 Batch 791/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.218 Epoch 35 Batch 792/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.242 Epoch 35 Batch 793/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.227 Epoch 35 Batch 794/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.216 Epoch 35 Batch 795/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.244 Epoch 35 Batch 796/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.230 Epoch 35 Batch 797/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.210 Epoch 35 Batch 798/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.218 Epoch 35 Batch 799/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.899, Loss: 0.238 Epoch 35 Batch 800/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.898, Loss: 0.213 Epoch 35 Batch 801/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.898, Loss: 0.223 Epoch 35 Batch 802/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.216 Epoch 35 Batch 803/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.241 Epoch 35 Batch 804/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.210 Epoch 35 Batch 805/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.210 Epoch 35 Batch 806/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.216 Epoch 35 Batch 807/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.899, Loss: 0.192 Epoch 35 Batch 808/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.254 Epoch 35 Batch 809/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.256 Epoch 35 Batch 810/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.183 Epoch 35 Batch 811/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.212 Epoch 35 Batch 812/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.901, Loss: 0.243 Epoch 35 Batch 813/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.213 Epoch 35 Batch 814/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.243 Epoch 35 Batch 815/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.221 Epoch 35 Batch 816/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.893, Loss: 0.209 Epoch 35 Batch 817/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.893, Loss: 0.242 Epoch 35 Batch 818/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.205 Epoch 35 Batch 819/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.209 Epoch 35 Batch 820/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.888, Loss: 0.226 Epoch 35 Batch 821/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.887, Loss: 0.207 Epoch 35 Batch 822/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.230 Epoch 35 Batch 823/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.887, Loss: 0.222 Epoch 35 Batch 824/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.216 Epoch 35 Batch 825/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.893, Loss: 0.200 Epoch 35 Batch 826/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.888, Loss: 0.202 Epoch 35 Batch 827/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.220 Epoch 35 Batch 828/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.210 Epoch 35 Batch 829/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.887, Loss: 0.261 Epoch 35 Batch 830/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.887, Loss: 0.228 Epoch 35 Batch 831/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.889, Loss: 0.228 Epoch 35 Batch 832/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.217 Epoch 35 Batch 833/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.889, Loss: 0.234 Epoch 35 Batch 834/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.230 Epoch 35 Batch 835/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.227 Epoch 35 Batch 836/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.887, Loss: 0.208 Epoch 35 Batch 837/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.885, Loss: 0.247 Epoch 35 Batch 838/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.885, Loss: 0.207 Epoch 35 Batch 839/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.205 Epoch 35 Batch 840/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.196 Epoch 35 Batch 841/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.891, Loss: 0.218 Epoch 35 Batch 842/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.215 Epoch 35 Batch 843/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.205 Epoch 35 Batch 844/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.191 Epoch 35 Batch 845/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.891, Loss: 0.194 Epoch 35 Batch 846/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.893, Loss: 0.230 Epoch 35 Batch 847/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.891, Loss: 0.236 Epoch 35 Batch 848/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.207 Epoch 35 Batch 849/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.891, Loss: 0.201 Epoch 35 Batch 850/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.238 Epoch 35 Batch 851/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.239 Epoch 35 Batch 852/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.892, Loss: 0.239 Epoch 35 Batch 853/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.891, Loss: 0.205 Epoch 35 Batch 854/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.218 Epoch 35 Batch 855/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.218 Epoch 35 Batch 856/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.894, Loss: 0.238 Epoch 35 Batch 857/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.217 Epoch 35 Batch 858/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.889, Loss: 0.224 Epoch 35 Batch 859/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.233 Epoch 35 Batch 860/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.209 Epoch 35 Batch 861/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.894, Loss: 0.223 Epoch 35 Batch 862/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.894, Loss: 0.238 Epoch 35 Batch 863/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.206 Epoch 35 Batch 864/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.899, Loss: 0.231 Epoch 35 Batch 865/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.209 Epoch 35 Batch 866/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.227 Epoch 35 Batch 867/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.906, Loss: 0.252 Epoch 35 Batch 868/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.226 Epoch 35 Batch 869/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.912, Loss: 0.241 Epoch 35 Batch 870/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.909, Loss: 0.238 Epoch 35 Batch 871/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.909, Loss: 0.226 Epoch 35 Batch 872/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.906, Loss: 0.221 Epoch 35 Batch 873/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.906, Loss: 0.226 Epoch 35 Batch 874/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.906, Loss: 0.229 Epoch 35 Batch 875/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.232 Epoch 35 Batch 876/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.236 Epoch 35 Batch 877/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.201 Epoch 35 Batch 878/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.218 Epoch 35 Batch 879/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.192 Epoch 35 Batch 880/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.222 Epoch 35 Batch 881/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.245 Epoch 35 Batch 882/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.219 Epoch 35 Batch 883/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.882, Loss: 0.252 Epoch 35 Batch 884/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.883, Loss: 0.224 Epoch 35 Batch 885/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.885, Loss: 0.191 Epoch 35 Batch 886/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.882, Loss: 0.223 Epoch 35 Batch 887/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.882, Loss: 0.240 Epoch 35 Batch 888/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.882, Loss: 0.199 Epoch 35 Batch 889/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.882, Loss: 0.213 Epoch 35 Batch 890/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.882, Loss: 0.209 Epoch 35 Batch 891/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.879, Loss: 0.226 Epoch 35 Batch 892/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.877, Loss: 0.213 Epoch 35 Batch 893/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.878, Loss: 0.235 Epoch 35 Batch 894/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.877, Loss: 0.195 Epoch 35 Batch 895/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.877, Loss: 0.222 Epoch 35 Batch 896/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.877, Loss: 0.223 Epoch 35 Batch 897/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.877, Loss: 0.204 Epoch 35 Batch 898/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.887, Loss: 0.197 Epoch 35 Batch 899/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.897, Loss: 0.229 Epoch 35 Batch 900/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.243 Epoch 35 Batch 901/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.231 Epoch 35 Batch 902/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.911, Loss: 0.231 Epoch 35 Batch 903/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.209 Epoch 35 Batch 904/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.220 Epoch 35 Batch 905/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.207 Epoch 35 Batch 906/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.222 Epoch 35 Batch 907/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.911, Loss: 0.213 Epoch 35 Batch 908/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.245 Epoch 35 Batch 909/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.220 Epoch 35 Batch 910/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.909, Loss: 0.220 Epoch 35 Batch 911/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.214 Epoch 35 Batch 912/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.231 Epoch 35 Batch 913/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.249 Epoch 35 Batch 914/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.253 Epoch 35 Batch 915/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.897, Loss: 0.211 Epoch 35 Batch 916/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.226 Epoch 35 Batch 917/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.208 Epoch 35 Batch 918/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.200 Epoch 35 Batch 919/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.196 Epoch 35 Batch 920/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.892, Loss: 0.230 Epoch 35 Batch 921/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.229 Epoch 35 Batch 922/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.890, Loss: 0.232 Epoch 35 Batch 923/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.879, Loss: 0.215 Epoch 35 Batch 924/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.884, Loss: 0.268 Epoch 35 Batch 925/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.202 Epoch 35 Batch 926/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.886, Loss: 0.234 Epoch 35 Batch 927/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.244 Epoch 35 Batch 928/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.887, Loss: 0.223 Epoch 35 Batch 929/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.887, Loss: 0.218 Epoch 35 Batch 930/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.213 Epoch 35 Batch 931/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.886, Loss: 0.220 Epoch 35 Batch 932/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.211 Epoch 35 Batch 933/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.887, Loss: 0.224 Epoch 35 Batch 934/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.892, Loss: 0.236 Epoch 35 Batch 935/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.217 Epoch 35 Batch 936/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.224 Epoch 35 Batch 937/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.215 Epoch 35 Batch 938/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.235 Epoch 35 Batch 939/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.241 Epoch 35 Batch 940/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.194 Epoch 35 Batch 941/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.896, Loss: 0.202 Epoch 35 Batch 942/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.896, Loss: 0.236 Epoch 35 Batch 943/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.234 Epoch 35 Batch 944/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.194 Epoch 35 Batch 945/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.894, Loss: 0.205 Epoch 35 Batch 946/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.899, Loss: 0.216 Epoch 35 Batch 947/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.898, Loss: 0.244 Epoch 35 Batch 948/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.216 Epoch 35 Batch 949/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.180 Epoch 35 Batch 950/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.194 Epoch 35 Batch 951/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.214 Epoch 35 Batch 952/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.209 Epoch 35 Batch 953/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.895, Loss: 0.199 Epoch 35 Batch 954/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.233 Epoch 35 Batch 955/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.217 Epoch 35 Batch 956/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.227 Epoch 35 Batch 957/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.891, Loss: 0.228 Epoch 35 Batch 958/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.223 Epoch 35 Batch 959/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.880, Loss: 0.186 Epoch 35 Batch 960/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.876, Loss: 0.198 Epoch 35 Batch 961/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.874, Loss: 0.230 Epoch 35 Batch 962/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.874, Loss: 0.213 Epoch 35 Batch 963/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.873, Loss: 0.264 Epoch 35 Batch 964/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.873, Loss: 0.209 Epoch 35 Batch 965/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.874, Loss: 0.235 Epoch 35 Batch 966/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.874, Loss: 0.192 Epoch 35 Batch 967/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.875, Loss: 0.208 Epoch 35 Batch 968/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.875, Loss: 0.237 Epoch 35 Batch 969/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.880, Loss: 0.243 Epoch 35 Batch 970/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.880, Loss: 0.229 Epoch 35 Batch 971/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.880, Loss: 0.210 Epoch 35 Batch 972/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.874, Loss: 0.235 Epoch 35 Batch 973/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.874, Loss: 0.191 Epoch 35 Batch 974/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.878, Loss: 0.211 Epoch 35 Batch 975/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.881, Loss: 0.215 Epoch 35 Batch 976/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.202 Epoch 35 Batch 977/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.186 Epoch 35 Batch 978/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.218 Epoch 35 Batch 979/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.898, Loss: 0.230 Epoch 35 Batch 980/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.899, Loss: 0.231 Epoch 35 Batch 981/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.218 Epoch 35 Batch 982/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.220 Epoch 35 Batch 983/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.240 Epoch 35 Batch 984/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.895, Loss: 0.240 Epoch 35 Batch 985/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.895, Loss: 0.207 Epoch 35 Batch 986/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.224 Epoch 35 Batch 987/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.211 Epoch 35 Batch 988/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.236 Epoch 35 Batch 989/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.901, Loss: 0.242 Epoch 35 Batch 990/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.249 Epoch 35 Batch 991/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.215 Epoch 35 Batch 992/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.900, Loss: 0.225 Epoch 35 Batch 993/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.184 Epoch 35 Batch 994/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.219 Epoch 35 Batch 995/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.231 Epoch 35 Batch 996/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.898, Loss: 0.214 Epoch 35 Batch 997/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.227 Epoch 35 Batch 998/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.200 Epoch 35 Batch 999/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.206 Epoch 35 Batch 1000/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.206 Epoch 35 Batch 1001/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.191 Epoch 35 Batch 1002/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.894, Loss: 0.201 Epoch 35 Batch 1003/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.224 Epoch 35 Batch 1004/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.217 Epoch 35 Batch 1005/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.884, Loss: 0.215 Epoch 35 Batch 1006/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.884, Loss: 0.196 Epoch 35 Batch 1007/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.884, Loss: 0.202 Epoch 35 Batch 1008/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.884, Loss: 0.251 Epoch 35 Batch 1009/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.885, Loss: 0.186 Epoch 35 Batch 1010/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.884, Loss: 0.207 Epoch 35 Batch 1011/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.889, Loss: 0.219 Epoch 35 Batch 1012/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.195 Epoch 35 Batch 1013/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.889, Loss: 0.207 Epoch 35 Batch 1014/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.889, Loss: 0.212 Epoch 35 Batch 1015/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.889, Loss: 0.244 Epoch 35 Batch 1016/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.890, Loss: 0.229 Epoch 35 Batch 1017/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.231 Epoch 35 Batch 1018/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.890, Loss: 0.214 Epoch 35 Batch 1019/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.890, Loss: 0.244 Epoch 35 Batch 1020/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.891, Loss: 0.202 Epoch 35 Batch 1021/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.202 Epoch 35 Batch 1022/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.206 Epoch 35 Batch 1023/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.888, Loss: 0.197 Epoch 35 Batch 1024/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.888, Loss: 0.233 Epoch 35 Batch 1025/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.884, Loss: 0.248 Epoch 35 Batch 1026/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.884, Loss: 0.226 Epoch 35 Batch 1027/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.886, Loss: 0.249 Epoch 35 Batch 1028/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.882, Loss: 0.219 Epoch 35 Batch 1029/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.884, Loss: 0.201 Epoch 35 Batch 1030/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.881, Loss: 0.219 Epoch 35 Batch 1031/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.881, Loss: 0.230 Epoch 35 Batch 1032/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.882, Loss: 0.242 Epoch 35 Batch 1033/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.881, Loss: 0.212 Epoch 35 Batch 1034/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.882, Loss: 0.230 Epoch 35 Batch 1035/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.882, Loss: 0.185 Epoch 35 Batch 1036/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.879, Loss: 0.232 Epoch 35 Batch 1037/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.884, Loss: 0.226 Epoch 35 Batch 1038/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.883, Loss: 0.212 Epoch 35 Batch 1039/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.883, Loss: 0.218 Epoch 35 Batch 1040/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.882, Loss: 0.220 Epoch 35 Batch 1041/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.879, Loss: 0.231 Epoch 35 Batch 1042/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.874, Loss: 0.229 Epoch 35 Batch 1043/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.884, Loss: 0.238 Epoch 35 Batch 1044/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.225 Epoch 35 Batch 1045/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.218 Epoch 35 Batch 1046/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.891, Loss: 0.186 Epoch 35 Batch 1047/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.891, Loss: 0.199 Epoch 35 Batch 1048/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.201 Epoch 35 Batch 1049/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.892, Loss: 0.232 Epoch 35 Batch 1050/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.197 Epoch 35 Batch 1051/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.896, Loss: 0.214 Epoch 35 Batch 1052/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.195 Epoch 35 Batch 1053/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.242 Epoch 35 Batch 1054/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.225 Epoch 35 Batch 1055/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.897, Loss: 0.205 Epoch 35 Batch 1056/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.211 Epoch 35 Batch 1057/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.219 Epoch 35 Batch 1058/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.890, Loss: 0.239 Epoch 35 Batch 1059/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.893, Loss: 0.237 Epoch 35 Batch 1060/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.890, Loss: 0.197 Epoch 35 Batch 1061/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.887, Loss: 0.254 Epoch 35 Batch 1062/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.212 Epoch 35 Batch 1063/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.892, Loss: 0.210 Epoch 35 Batch 1064/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.217 Epoch 35 Batch 1065/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.220 Epoch 35 Batch 1066/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.889, Loss: 0.190 Epoch 35 Batch 1067/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.232 Epoch 35 Batch 1068/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.179 Epoch 35 Batch 1069/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.891, Loss: 0.187 Epoch 35 Batch 1070/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.220 Epoch 35 Batch 1071/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.888, Loss: 0.209 Epoch 35 Batch 1072/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.231 Epoch 35 Batch 1073/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.229 Epoch 35 Batch 1074/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.247 Epoch 35 Batch 1075/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.892, Loss: 0.226 Epoch 36 Batch 0/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.892, Loss: 0.188 Epoch 36 Batch 1/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.217 Epoch 36 Batch 2/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.888, Loss: 0.218 Epoch 36 Batch 3/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.893, Loss: 0.214 Epoch 36 Batch 4/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.210 Epoch 36 Batch 5/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.246 Epoch 36 Batch 6/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.213 Epoch 36 Batch 7/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.891, Loss: 0.200 Epoch 36 Batch 8/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.886, Loss: 0.198 Epoch 36 Batch 9/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.197 Epoch 36 Batch 10/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.882, Loss: 0.222 Epoch 36 Batch 11/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.884, Loss: 0.222 Epoch 36 Batch 12/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.888, Loss: 0.217 Epoch 36 Batch 13/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.244 Epoch 36 Batch 14/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.882, Loss: 0.183 Epoch 36 Batch 15/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.882, Loss: 0.200 Epoch 36 Batch 16/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.882, Loss: 0.219 Epoch 36 Batch 17/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.883, Loss: 0.205 Epoch 36 Batch 18/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.220 Epoch 36 Batch 19/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.212 Epoch 36 Batch 20/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.882, Loss: 0.213 Epoch 36 Batch 21/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.882, Loss: 0.233 Epoch 36 Batch 22/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.881, Loss: 0.225 Epoch 36 Batch 23/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.886, Loss: 0.215 Epoch 36 Batch 24/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.209 Epoch 36 Batch 25/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.887, Loss: 0.198 Epoch 36 Batch 26/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.887, Loss: 0.217 Epoch 36 Batch 27/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.888, Loss: 0.195 Epoch 36 Batch 28/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.892, Loss: 0.227 Epoch 36 Batch 29/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.201 Epoch 36 Batch 30/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.210 Epoch 36 Batch 31/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.210 Epoch 36 Batch 32/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.888, Loss: 0.210 Epoch 36 Batch 33/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.893, Loss: 0.201 Epoch 36 Batch 34/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.228 Epoch 36 Batch 35/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.212 Epoch 36 Batch 36/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.216 Epoch 36 Batch 37/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.208 Epoch 36 Batch 38/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.239 Epoch 36 Batch 39/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.260 Epoch 36 Batch 40/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.902, Loss: 0.207 Epoch 36 Batch 41/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.211 Epoch 36 Batch 42/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.228 Epoch 36 Batch 43/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.206 Epoch 36 Batch 44/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.891, Loss: 0.207 Epoch 36 Batch 45/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.891, Loss: 0.230 Epoch 36 Batch 46/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.224 Epoch 36 Batch 47/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.209 Epoch 36 Batch 48/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.902, Loss: 0.241 Epoch 36 Batch 49/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.228 Epoch 36 Batch 50/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.902, Loss: 0.201 Epoch 36 Batch 51/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.203 Epoch 36 Batch 52/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.225 Epoch 36 Batch 53/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.214 Epoch 36 Batch 54/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.227 Epoch 36 Batch 55/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.892, Loss: 0.222 Epoch 36 Batch 56/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.887, Loss: 0.195 Epoch 36 Batch 57/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.889, Loss: 0.198 Epoch 36 Batch 58/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.195 Epoch 36 Batch 59/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.887, Loss: 0.209 Epoch 36 Batch 60/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.193 Epoch 36 Batch 61/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.223 Epoch 36 Batch 62/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.233 Epoch 36 Batch 63/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.882, Loss: 0.189 Epoch 36 Batch 64/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.199 Epoch 36 Batch 65/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.881, Loss: 0.230 Epoch 36 Batch 66/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.881, Loss: 0.199 Epoch 36 Batch 67/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.228 Epoch 36 Batch 68/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.241 Epoch 36 Batch 69/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.886, Loss: 0.241 Epoch 36 Batch 70/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.216 Epoch 36 Batch 71/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.886, Loss: 0.205 Epoch 36 Batch 72/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.887, Loss: 0.215 Epoch 36 Batch 73/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.887, Loss: 0.215 Epoch 36 Batch 74/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.887, Loss: 0.195 Epoch 36 Batch 75/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.885, Loss: 0.245 Epoch 36 Batch 76/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.885, Loss: 0.196 Epoch 36 Batch 77/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.876, Loss: 0.213 Epoch 36 Batch 78/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.876, Loss: 0.228 Epoch 36 Batch 79/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.873, Loss: 0.212 Epoch 36 Batch 80/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.872, Loss: 0.218 Epoch 36 Batch 81/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.190 Epoch 36 Batch 82/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.880, Loss: 0.186 Epoch 36 Batch 83/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.231 Epoch 36 Batch 84/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.890, Loss: 0.225 Epoch 36 Batch 85/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.214 Epoch 36 Batch 86/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.207 Epoch 36 Batch 87/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.896, Loss: 0.260 Epoch 36 Batch 88/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.895, Loss: 0.245 Epoch 36 Batch 89/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.231 Epoch 36 Batch 90/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.229 Epoch 36 Batch 91/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.900, Loss: 0.197 Epoch 36 Batch 92/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.216 Epoch 36 Batch 93/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.217 Epoch 36 Batch 94/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.225 Epoch 36 Batch 95/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.241 Epoch 36 Batch 96/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.220 Epoch 36 Batch 97/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.901, Loss: 0.223 Epoch 36 Batch 98/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.224 Epoch 36 Batch 99/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.225 Epoch 36 Batch 100/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.216 Epoch 36 Batch 101/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.894, Loss: 0.218 Epoch 36 Batch 102/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.204 Epoch 36 Batch 103/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.897, Loss: 0.267 Epoch 36 Batch 104/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.884, Loss: 0.214 Epoch 36 Batch 105/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.881, Loss: 0.205 Epoch 36 Batch 106/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.876, Loss: 0.248 Epoch 36 Batch 107/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.880, Loss: 0.220 Epoch 36 Batch 108/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.196 Epoch 36 Batch 109/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.212 Epoch 36 Batch 110/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.881, Loss: 0.188 Epoch 36 Batch 111/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.881, Loss: 0.219 Epoch 36 Batch 112/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.880, Loss: 0.197 Epoch 36 Batch 113/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.243 Epoch 36 Batch 114/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.884, Loss: 0.205 Epoch 36 Batch 115/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.883, Loss: 0.222 Epoch 36 Batch 116/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.883, Loss: 0.234 Epoch 36 Batch 117/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.218 Epoch 36 Batch 118/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.891, Loss: 0.240 Epoch 36 Batch 119/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.886, Loss: 0.222 Epoch 36 Batch 120/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.885, Loss: 0.244 Epoch 36 Batch 121/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.894, Loss: 0.205 Epoch 36 Batch 122/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.893, Loss: 0.220 Epoch 36 Batch 123/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.894, Loss: 0.188 Epoch 36 Batch 124/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.251 Epoch 36 Batch 125/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.219 Epoch 36 Batch 126/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.892, Loss: 0.202 Epoch 36 Batch 127/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.215 Epoch 36 Batch 128/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.197 Epoch 36 Batch 129/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.208 Epoch 36 Batch 130/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.893, Loss: 0.187 Epoch 36 Batch 131/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.883, Loss: 0.212 Epoch 36 Batch 132/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.879, Loss: 0.219 Epoch 36 Batch 133/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.203 Epoch 36 Batch 134/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.879, Loss: 0.205 Epoch 36 Batch 135/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.879, Loss: 0.221 Epoch 36 Batch 136/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.874, Loss: 0.216 Epoch 36 Batch 137/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.875, Loss: 0.180 Epoch 36 Batch 138/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.875, Loss: 0.220 Epoch 36 Batch 139/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.870, Loss: 0.230 Epoch 36 Batch 140/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.867, Loss: 0.233 Epoch 36 Batch 141/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.867, Loss: 0.206 Epoch 36 Batch 142/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.867, Loss: 0.212 Epoch 36 Batch 143/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.869, Loss: 0.220 Epoch 36 Batch 144/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.878, Loss: 0.250 Epoch 36 Batch 145/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.880, Loss: 0.236 Epoch 36 Batch 146/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.884, Loss: 0.242 Epoch 36 Batch 147/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.884, Loss: 0.239 Epoch 36 Batch 148/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.882, Loss: 0.224 Epoch 36 Batch 149/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.886, Loss: 0.216 Epoch 36 Batch 150/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.886, Loss: 0.200 Epoch 36 Batch 151/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.184 Epoch 36 Batch 152/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.267 Epoch 36 Batch 153/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.213 Epoch 36 Batch 154/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.217 Epoch 36 Batch 155/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.216 Epoch 36 Batch 156/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.213 Epoch 36 Batch 157/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.221 Epoch 36 Batch 158/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.229 Epoch 36 Batch 159/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.183 Epoch 36 Batch 160/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.213 Epoch 36 Batch 161/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.206 Epoch 36 Batch 162/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.250 Epoch 36 Batch 163/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.246 Epoch 36 Batch 164/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.222 Epoch 36 Batch 165/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.902, Loss: 0.210 Epoch 36 Batch 166/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.223 Epoch 36 Batch 167/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.205 Epoch 36 Batch 168/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.252 Epoch 36 Batch 169/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.211 Epoch 36 Batch 170/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.902, Loss: 0.240 Epoch 36 Batch 171/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.196 Epoch 36 Batch 172/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.206 Epoch 36 Batch 173/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.236 Epoch 36 Batch 174/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.897, Loss: 0.186 Epoch 36 Batch 175/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.220 Epoch 36 Batch 176/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.219 Epoch 36 Batch 177/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.898, Loss: 0.236 Epoch 36 Batch 178/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.224 Epoch 36 Batch 179/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.216 Epoch 36 Batch 180/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.201 Epoch 36 Batch 181/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.894, Loss: 0.231 Epoch 36 Batch 182/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.894, Loss: 0.228 Epoch 36 Batch 183/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.897, Loss: 0.226 Epoch 36 Batch 184/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.897, Loss: 0.205 Epoch 36 Batch 185/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.237 Epoch 36 Batch 186/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.218 Epoch 36 Batch 187/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.198 Epoch 36 Batch 188/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.219 Epoch 36 Batch 189/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.904, Loss: 0.225 Epoch 36 Batch 190/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.207 Epoch 36 Batch 191/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.908, Loss: 0.172 Epoch 36 Batch 192/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.233 Epoch 36 Batch 193/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.195 Epoch 36 Batch 194/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.186 Epoch 36 Batch 195/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.212 Epoch 36 Batch 196/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.228 Epoch 36 Batch 197/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.204 Epoch 36 Batch 198/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.211 Epoch 36 Batch 199/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.210 Epoch 36 Batch 200/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.231 Epoch 36 Batch 201/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.171 Epoch 36 Batch 202/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.232 Epoch 36 Batch 203/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.899, Loss: 0.214 Epoch 36 Batch 204/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.895, Loss: 0.233 Epoch 36 Batch 205/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.220 Epoch 36 Batch 206/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.201 Epoch 36 Batch 207/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.209 Epoch 36 Batch 208/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.241 Epoch 36 Batch 209/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.893, Loss: 0.179 Epoch 36 Batch 210/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.234 Epoch 36 Batch 211/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.200 Epoch 36 Batch 212/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.198 Epoch 36 Batch 213/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.882, Loss: 0.179 Epoch 36 Batch 214/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.883, Loss: 0.184 Epoch 36 Batch 215/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.882, Loss: 0.224 Epoch 36 Batch 216/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.210 Epoch 36 Batch 217/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.889, Loss: 0.202 Epoch 36 Batch 218/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.888, Loss: 0.227 Epoch 36 Batch 219/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.891, Loss: 0.210 Epoch 36 Batch 220/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.222 Epoch 36 Batch 221/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.889, Loss: 0.213 Epoch 36 Batch 222/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.223 Epoch 36 Batch 223/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.892, Loss: 0.172 Epoch 36 Batch 224/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.221 Epoch 36 Batch 225/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.244 Epoch 36 Batch 226/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.902, Loss: 0.207 Epoch 36 Batch 227/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.902, Loss: 0.261 Epoch 36 Batch 228/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.190 Epoch 36 Batch 229/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.234 Epoch 36 Batch 230/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.195 Epoch 36 Batch 231/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.222 Epoch 36 Batch 232/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.219 Epoch 36 Batch 233/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.250 Epoch 36 Batch 234/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.896, Loss: 0.251 Epoch 36 Batch 235/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.211 Epoch 36 Batch 236/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.234 Epoch 36 Batch 237/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.198 Epoch 36 Batch 238/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.205 Epoch 36 Batch 239/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.901, Loss: 0.180 Epoch 36 Batch 240/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.901, Loss: 0.196 Epoch 36 Batch 241/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.190 Epoch 36 Batch 242/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.902, Loss: 0.208 Epoch 36 Batch 243/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.232 Epoch 36 Batch 244/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.225 Epoch 36 Batch 245/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.202 Epoch 36 Batch 246/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.223 Epoch 36 Batch 247/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.898, Loss: 0.187 Epoch 36 Batch 248/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.213 Epoch 36 Batch 249/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.215 Epoch 36 Batch 250/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.898, Loss: 0.195 Epoch 36 Batch 251/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.209 Epoch 36 Batch 252/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.202 Epoch 36 Batch 253/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.898, Loss: 0.233 Epoch 36 Batch 254/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.197 Epoch 36 Batch 255/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.897, Loss: 0.228 Epoch 36 Batch 256/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.247 Epoch 36 Batch 257/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.897, Loss: 0.226 Epoch 36 Batch 258/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.220 Epoch 36 Batch 259/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.899, Loss: 0.197 Epoch 36 Batch 260/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.187 Epoch 36 Batch 261/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.221 Epoch 36 Batch 262/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.890, Loss: 0.194 Epoch 36 Batch 263/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.889, Loss: 0.194 Epoch 36 Batch 264/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.229 Epoch 36 Batch 265/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.884, Loss: 0.200 Epoch 36 Batch 266/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.884, Loss: 0.231 Epoch 36 Batch 267/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.884, Loss: 0.182 Epoch 36 Batch 268/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.884, Loss: 0.226 Epoch 36 Batch 269/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.884, Loss: 0.239 Epoch 36 Batch 270/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.886, Loss: 0.216 Epoch 36 Batch 271/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.886, Loss: 0.202 Epoch 36 Batch 272/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.282 Epoch 36 Batch 273/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.205 Epoch 36 Batch 274/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.227 Epoch 36 Batch 275/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.214 Epoch 36 Batch 276/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.881, Loss: 0.249 Epoch 36 Batch 277/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.889, Loss: 0.198 Epoch 36 Batch 278/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.887, Loss: 0.232 Epoch 36 Batch 279/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.887, Loss: 0.248 Epoch 36 Batch 280/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.895, Loss: 0.233 Epoch 36 Batch 281/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.899, Loss: 0.247 Epoch 36 Batch 282/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.899, Loss: 0.260 Epoch 36 Batch 283/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.899, Loss: 0.249 Epoch 36 Batch 284/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.898, Loss: 0.223 Epoch 36 Batch 285/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.222 Epoch 36 Batch 286/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.207 Epoch 36 Batch 287/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.913, Loss: 0.206 Epoch 36 Batch 288/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.222 Epoch 36 Batch 289/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.217 Epoch 36 Batch 290/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.912, Loss: 0.251 Epoch 36 Batch 291/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.247 Epoch 36 Batch 292/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.199 Epoch 36 Batch 293/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.905, Loss: 0.226 Epoch 36 Batch 294/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.203 Epoch 36 Batch 295/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.245 Epoch 36 Batch 296/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.201 Epoch 36 Batch 297/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.901, Loss: 0.257 Epoch 36 Batch 298/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.901, Loss: 0.248 Epoch 36 Batch 299/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.203 Epoch 36 Batch 300/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.901, Loss: 0.200 Epoch 36 Batch 301/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.896, Loss: 0.194 Epoch 36 Batch 302/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.896, Loss: 0.213 Epoch 36 Batch 303/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.223 Epoch 36 Batch 304/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.896, Loss: 0.203 Epoch 36 Batch 305/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.210 Epoch 36 Batch 306/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.220 Epoch 36 Batch 307/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.211 Epoch 36 Batch 308/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.233 Epoch 36 Batch 309/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.200 Epoch 36 Batch 310/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.898, Loss: 0.217 Epoch 36 Batch 311/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.211 Epoch 36 Batch 312/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.902, Loss: 0.240 Epoch 36 Batch 313/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.208 Epoch 36 Batch 314/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.196 Epoch 36 Batch 315/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.894, Loss: 0.202 Epoch 36 Batch 316/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.210 Epoch 36 Batch 317/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.894, Loss: 0.240 Epoch 36 Batch 318/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.894, Loss: 0.209 Epoch 36 Batch 319/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.896, Loss: 0.208 Epoch 36 Batch 320/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.219 Epoch 36 Batch 321/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.899, Loss: 0.228 Epoch 36 Batch 322/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.898, Loss: 0.196 Epoch 36 Batch 323/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.224 Epoch 36 Batch 324/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.213 Epoch 36 Batch 325/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.218 Epoch 36 Batch 326/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.216 Epoch 36 Batch 327/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.237 Epoch 36 Batch 328/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.251 Epoch 36 Batch 329/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.223 Epoch 36 Batch 330/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.898, Loss: 0.209 Epoch 36 Batch 331/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.230 Epoch 36 Batch 332/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.899, Loss: 0.187 Epoch 36 Batch 333/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.899, Loss: 0.193 Epoch 36 Batch 334/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.208 Epoch 36 Batch 335/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.194 Epoch 36 Batch 336/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.254 Epoch 36 Batch 337/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.896, Loss: 0.258 Epoch 36 Batch 338/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.897, Loss: 0.240 Epoch 36 Batch 339/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.196 Epoch 36 Batch 340/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.209 Epoch 36 Batch 341/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.249 Epoch 36 Batch 342/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.203 Epoch 36 Batch 343/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.206 Epoch 36 Batch 344/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.221 Epoch 36 Batch 345/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.225 Epoch 36 Batch 346/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.901, Loss: 0.213 Epoch 36 Batch 347/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.899, Loss: 0.193 Epoch 36 Batch 348/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.898, Loss: 0.189 Epoch 36 Batch 349/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.211 Epoch 36 Batch 350/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.898, Loss: 0.220 Epoch 36 Batch 351/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.218 Epoch 36 Batch 352/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.894, Loss: 0.220 Epoch 36 Batch 353/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.246 Epoch 36 Batch 354/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.893, Loss: 0.239 Epoch 36 Batch 355/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.227 Epoch 36 Batch 356/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.223 Epoch 36 Batch 357/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.212 Epoch 36 Batch 358/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.895, Loss: 0.224 Epoch 36 Batch 359/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.226 Epoch 36 Batch 360/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.209 Epoch 36 Batch 361/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.888, Loss: 0.228 Epoch 36 Batch 362/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.221 Epoch 36 Batch 363/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.236 Epoch 36 Batch 364/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.240 Epoch 36 Batch 365/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.904, Loss: 0.195 Epoch 36 Batch 366/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.203 Epoch 36 Batch 367/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.194 Epoch 36 Batch 368/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.208 Epoch 36 Batch 369/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.205 Epoch 36 Batch 370/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.900, Loss: 0.203 Epoch 36 Batch 371/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.903, Loss: 0.217 Epoch 36 Batch 372/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.908, Loss: 0.196 Epoch 36 Batch 373/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.191 Epoch 36 Batch 374/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.907, Loss: 0.227 Epoch 36 Batch 375/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.198 Epoch 36 Batch 376/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.220 Epoch 36 Batch 377/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.206 Epoch 36 Batch 378/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.187 Epoch 36 Batch 379/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.898, Loss: 0.229 Epoch 36 Batch 380/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.204 Epoch 36 Batch 381/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.897, Loss: 0.224 Epoch 36 Batch 382/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.897, Loss: 0.251 Epoch 36 Batch 383/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.206 Epoch 36 Batch 384/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.212 Epoch 36 Batch 385/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.221 Epoch 36 Batch 386/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.892, Loss: 0.225 Epoch 36 Batch 387/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.200 Epoch 36 Batch 388/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.211 Epoch 36 Batch 389/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.889, Loss: 0.206 Epoch 36 Batch 390/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.888, Loss: 0.239 Epoch 36 Batch 391/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.204 Epoch 36 Batch 392/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.892, Loss: 0.223 Epoch 36 Batch 393/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.203 Epoch 36 Batch 394/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.222 Epoch 36 Batch 395/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.897, Loss: 0.198 Epoch 36 Batch 396/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.238 Epoch 36 Batch 397/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.892, Loss: 0.205 Epoch 36 Batch 398/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.217 Epoch 36 Batch 399/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.895, Loss: 0.208 Epoch 36 Batch 400/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.241 Epoch 36 Batch 401/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.204 Epoch 36 Batch 402/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.200 Epoch 36 Batch 403/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.900, Loss: 0.248 Epoch 36 Batch 404/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.206 Epoch 36 Batch 405/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.241 Epoch 36 Batch 406/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.895, Loss: 0.201 Epoch 36 Batch 407/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.254 Epoch 36 Batch 408/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.896, Loss: 0.225 Epoch 36 Batch 409/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.234 Epoch 36 Batch 410/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.894, Loss: 0.240 Epoch 36 Batch 411/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.216 Epoch 36 Batch 412/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.894, Loss: 0.193 Epoch 36 Batch 413/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.893, Loss: 0.209 Epoch 36 Batch 414/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.239 Epoch 36 Batch 415/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.894, Loss: 0.227 Epoch 36 Batch 416/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.212 Epoch 36 Batch 417/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.885, Loss: 0.246 Epoch 36 Batch 418/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.885, Loss: 0.204 Epoch 36 Batch 419/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.885, Loss: 0.216 Epoch 36 Batch 420/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.885, Loss: 0.214 Epoch 36 Batch 421/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.240 Epoch 36 Batch 422/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.884, Loss: 0.218 Epoch 36 Batch 423/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.884, Loss: 0.230 Epoch 36 Batch 424/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.877, Loss: 0.230 Epoch 36 Batch 425/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.880, Loss: 0.199 Epoch 36 Batch 426/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.882, Loss: 0.241 Epoch 36 Batch 427/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.882, Loss: 0.210 Epoch 36 Batch 428/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.882, Loss: 0.207 Epoch 36 Batch 429/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.881, Loss: 0.190 Epoch 36 Batch 430/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.887, Loss: 0.198 Epoch 36 Batch 431/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.212 Epoch 36 Batch 432/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.225 Epoch 36 Batch 433/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.892, Loss: 0.221 Epoch 36 Batch 434/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.221 Epoch 36 Batch 435/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.892, Loss: 0.222 Epoch 36 Batch 436/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.892, Loss: 0.207 Epoch 36 Batch 437/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.888, Loss: 0.208 Epoch 36 Batch 438/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.214 Epoch 36 Batch 439/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.892, Loss: 0.241 Epoch 36 Batch 440/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.891, Loss: 0.233 Epoch 36 Batch 441/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.892, Loss: 0.212 Epoch 36 Batch 442/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.219 Epoch 36 Batch 443/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.891, Loss: 0.222 Epoch 36 Batch 444/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.197 Epoch 36 Batch 445/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.893, Loss: 0.203 Epoch 36 Batch 446/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.895, Loss: 0.181 Epoch 36 Batch 447/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.221 Epoch 36 Batch 448/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.896, Loss: 0.236 Epoch 36 Batch 449/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.231 Epoch 36 Batch 450/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.892, Loss: 0.207 Epoch 36 Batch 451/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.205 Epoch 36 Batch 452/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.229 Epoch 36 Batch 453/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.217 Epoch 36 Batch 454/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.890, Loss: 0.223 Epoch 36 Batch 455/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.883, Loss: 0.228 Epoch 36 Batch 456/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.887, Loss: 0.215 Epoch 36 Batch 457/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.207 Epoch 36 Batch 458/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.230 Epoch 36 Batch 459/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.212 Epoch 36 Batch 460/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.228 Epoch 36 Batch 461/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.207 Epoch 36 Batch 462/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.891, Loss: 0.222 Epoch 36 Batch 463/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.222 Epoch 36 Batch 464/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.227 Epoch 36 Batch 465/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.891, Loss: 0.219 Epoch 36 Batch 466/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.190 Epoch 36 Batch 467/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.895, Loss: 0.233 Epoch 36 Batch 468/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.226 Epoch 36 Batch 469/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.214 Epoch 36 Batch 470/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.228 Epoch 36 Batch 471/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.897, Loss: 0.203 Epoch 36 Batch 472/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.888, Loss: 0.204 Epoch 36 Batch 473/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.884, Loss: 0.229 Epoch 36 Batch 474/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.882, Loss: 0.234 Epoch 36 Batch 475/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.884, Loss: 0.203 Epoch 36 Batch 476/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.884, Loss: 0.208 Epoch 36 Batch 477/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.884, Loss: 0.211 Epoch 36 Batch 478/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.215 Epoch 36 Batch 479/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.886, Loss: 0.239 Epoch 36 Batch 480/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.216 Epoch 36 Batch 481/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.227 Epoch 36 Batch 482/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.889, Loss: 0.220 Epoch 36 Batch 483/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.889, Loss: 0.214 Epoch 36 Batch 484/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.893, Loss: 0.231 Epoch 36 Batch 485/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.201 Epoch 36 Batch 486/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.200 Epoch 36 Batch 487/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.893, Loss: 0.211 Epoch 36 Batch 488/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.219 Epoch 36 Batch 489/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.210 Epoch 36 Batch 490/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.219 Epoch 36 Batch 491/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.893, Loss: 0.213 Epoch 36 Batch 492/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.230 Epoch 36 Batch 493/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.206 Epoch 36 Batch 494/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.203 Epoch 36 Batch 495/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.199 Epoch 36 Batch 496/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.226 Epoch 36 Batch 497/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.217 Epoch 36 Batch 498/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.890, Loss: 0.211 Epoch 36 Batch 499/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.890, Loss: 0.205 Epoch 36 Batch 500/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.193 Epoch 36 Batch 501/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.206 Epoch 36 Batch 502/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.888, Loss: 0.196 Epoch 36 Batch 503/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.889, Loss: 0.213 Epoch 36 Batch 504/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.890, Loss: 0.223 Epoch 36 Batch 505/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.176 Epoch 36 Batch 506/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.881, Loss: 0.209 Epoch 36 Batch 507/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.881, Loss: 0.205 Epoch 36 Batch 508/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.877, Loss: 0.203 Epoch 36 Batch 509/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.871, Loss: 0.241 Epoch 36 Batch 510/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.871, Loss: 0.206 Epoch 36 Batch 511/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.879, Loss: 0.200 Epoch 36 Batch 512/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.884, Loss: 0.207 Epoch 36 Batch 513/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.226 Epoch 36 Batch 514/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.884, Loss: 0.213 Epoch 36 Batch 515/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.891, Loss: 0.243 Epoch 36 Batch 516/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.196 Epoch 36 Batch 517/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.221 Epoch 36 Batch 518/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.203 Epoch 36 Batch 519/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.231 Epoch 36 Batch 520/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.892, Loss: 0.204 Epoch 36 Batch 521/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.232 Epoch 36 Batch 522/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.892, Loss: 0.247 Epoch 36 Batch 523/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.221 Epoch 36 Batch 524/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.219 Epoch 36 Batch 525/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.223 Epoch 36 Batch 526/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.891, Loss: 0.203 Epoch 36 Batch 527/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.222 Epoch 36 Batch 528/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.206 Epoch 36 Batch 529/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.214 Epoch 36 Batch 530/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.224 Epoch 36 Batch 531/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.217 Epoch 36 Batch 532/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.890, Loss: 0.225 Epoch 36 Batch 533/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.900, Loss: 0.269 Epoch 36 Batch 534/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.225 Epoch 36 Batch 535/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.208 Epoch 36 Batch 536/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.190 Epoch 36 Batch 537/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.222 Epoch 36 Batch 538/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.196 Epoch 36 Batch 539/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.220 Epoch 36 Batch 540/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.901, Loss: 0.190 Epoch 36 Batch 541/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.218 Epoch 36 Batch 542/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.223 Epoch 36 Batch 543/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.894, Loss: 0.221 Epoch 36 Batch 544/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.205 Epoch 36 Batch 545/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.237 Epoch 36 Batch 546/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.239 Epoch 36 Batch 547/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.898, Loss: 0.207 Epoch 36 Batch 548/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.221 Epoch 36 Batch 549/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.893, Loss: 0.232 Epoch 36 Batch 550/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.897, Loss: 0.220 Epoch 36 Batch 551/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.221 Epoch 36 Batch 552/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.224 Epoch 36 Batch 553/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.232 Epoch 36 Batch 554/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.214 Epoch 36 Batch 555/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.897, Loss: 0.204 Epoch 36 Batch 556/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.197 Epoch 36 Batch 557/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.220 Epoch 36 Batch 558/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.222 Epoch 36 Batch 559/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.195 Epoch 36 Batch 560/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.233 Epoch 36 Batch 561/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.207 Epoch 36 Batch 562/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.189 Epoch 36 Batch 563/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.897, Loss: 0.237 Epoch 36 Batch 564/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.219 Epoch 36 Batch 565/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.219 Epoch 36 Batch 566/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.276 Epoch 36 Batch 567/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.232 Epoch 36 Batch 568/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.221 Epoch 36 Batch 569/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.894, Loss: 0.233 Epoch 36 Batch 570/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.252 Epoch 36 Batch 571/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.888, Loss: 0.189 Epoch 36 Batch 572/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.887, Loss: 0.199 Epoch 36 Batch 573/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.886, Loss: 0.220 Epoch 36 Batch 574/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.232 Epoch 36 Batch 575/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.887, Loss: 0.218 Epoch 36 Batch 576/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.887, Loss: 0.202 Epoch 36 Batch 577/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.221 Epoch 36 Batch 578/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.887, Loss: 0.243 Epoch 36 Batch 579/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.197 Epoch 36 Batch 580/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.194 Epoch 36 Batch 581/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.185 Epoch 36 Batch 582/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.892, Loss: 0.225 Epoch 36 Batch 583/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.230 Epoch 36 Batch 584/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.213 Epoch 36 Batch 585/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.184 Epoch 36 Batch 586/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.221 Epoch 36 Batch 587/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.189 Epoch 36 Batch 588/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.196 Epoch 36 Batch 589/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.900, Loss: 0.208 Epoch 36 Batch 590/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.900, Loss: 0.211 Epoch 36 Batch 591/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.198 Epoch 36 Batch 592/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.233 Epoch 36 Batch 593/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.219 Epoch 36 Batch 594/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.225 Epoch 36 Batch 595/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.237 Epoch 36 Batch 596/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.893, Loss: 0.223 Epoch 36 Batch 597/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.212 Epoch 36 Batch 598/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.214 Epoch 36 Batch 599/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.253 Epoch 36 Batch 600/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.203 Epoch 36 Batch 601/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.878, Loss: 0.226 Epoch 36 Batch 602/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.884, Loss: 0.228 Epoch 36 Batch 603/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.877, Loss: 0.211 Epoch 36 Batch 604/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.881, Loss: 0.229 Epoch 36 Batch 605/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.881, Loss: 0.235 Epoch 36 Batch 606/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.877, Loss: 0.186 Epoch 36 Batch 607/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.882, Loss: 0.201 Epoch 36 Batch 608/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.883, Loss: 0.234 Epoch 36 Batch 609/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.884, Loss: 0.244 Epoch 36 Batch 610/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.207 Epoch 36 Batch 611/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.238 Epoch 36 Batch 612/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.895, Loss: 0.187 Epoch 36 Batch 613/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.229 Epoch 36 Batch 614/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.215 Epoch 36 Batch 615/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.903, Loss: 0.213 Epoch 36 Batch 616/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.238 Epoch 36 Batch 617/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.219 Epoch 36 Batch 618/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.213 Epoch 36 Batch 619/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.195 Epoch 36 Batch 620/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.206 Epoch 36 Batch 621/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.912, Loss: 0.221 Epoch 36 Batch 622/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.244 Epoch 36 Batch 623/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.905, Loss: 0.227 Epoch 36 Batch 624/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.910, Loss: 0.223 Epoch 36 Batch 625/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.216 Epoch 36 Batch 626/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.204 Epoch 36 Batch 627/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.212 Epoch 36 Batch 628/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.219 Epoch 36 Batch 629/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.233 Epoch 36 Batch 630/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.901, Loss: 0.220 Epoch 36 Batch 631/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.902, Loss: 0.212 Epoch 36 Batch 632/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.897, Loss: 0.207 Epoch 36 Batch 633/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.217 Epoch 36 Batch 634/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.186 Epoch 36 Batch 635/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.248 Epoch 36 Batch 636/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.212 Epoch 36 Batch 637/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.237 Epoch 36 Batch 638/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.889, Loss: 0.210 Epoch 36 Batch 639/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.221 Epoch 36 Batch 640/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.896, Loss: 0.194 Epoch 36 Batch 641/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.225 Epoch 36 Batch 642/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.216 Epoch 36 Batch 643/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.884, Loss: 0.182 Epoch 36 Batch 644/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.881, Loss: 0.208 Epoch 36 Batch 645/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.882, Loss: 0.206 Epoch 36 Batch 646/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.882, Loss: 0.208 Epoch 36 Batch 647/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.217 Epoch 36 Batch 648/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.196 Epoch 36 Batch 649/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.233 Epoch 36 Batch 650/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.218 Epoch 36 Batch 651/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.891, Loss: 0.221 Epoch 36 Batch 652/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.229 Epoch 36 Batch 653/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.237 Epoch 36 Batch 654/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.188 Epoch 36 Batch 655/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.232 Epoch 36 Batch 656/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.217 Epoch 36 Batch 657/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.216 Epoch 36 Batch 658/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.194 Epoch 36 Batch 659/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.897, Loss: 0.218 Epoch 36 Batch 660/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.240 Epoch 36 Batch 661/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.898, Loss: 0.187 Epoch 36 Batch 662/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.199 Epoch 36 Batch 663/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.201 Epoch 36 Batch 664/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.215 Epoch 36 Batch 665/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.218 Epoch 36 Batch 666/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.217 Epoch 36 Batch 667/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.906, Loss: 0.222 Epoch 36 Batch 668/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.215 Epoch 36 Batch 669/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.202 Epoch 36 Batch 670/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.192 Epoch 36 Batch 671/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.896, Loss: 0.236 Epoch 36 Batch 672/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.890, Loss: 0.211 Epoch 36 Batch 673/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.208 Epoch 36 Batch 674/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.889, Loss: 0.210 Epoch 36 Batch 675/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.878, Loss: 0.233 Epoch 36 Batch 676/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.878, Loss: 0.218 Epoch 36 Batch 677/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.880, Loss: 0.235 Epoch 36 Batch 678/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.889, Loss: 0.203 Epoch 36 Batch 679/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.232 Epoch 36 Batch 680/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.189 Epoch 36 Batch 681/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.894, Loss: 0.228 Epoch 36 Batch 682/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.216 Epoch 36 Batch 683/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.212 Epoch 36 Batch 684/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.891, Loss: 0.221 Epoch 36 Batch 685/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.240 Epoch 36 Batch 686/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.196 Epoch 36 Batch 687/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.243 Epoch 36 Batch 688/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.222 Epoch 36 Batch 689/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.905, Loss: 0.181 Epoch 36 Batch 690/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.207 Epoch 36 Batch 691/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.904, Loss: 0.248 Epoch 36 Batch 692/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.209 Epoch 36 Batch 693/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.905, Loss: 0.258 Epoch 36 Batch 694/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.905, Loss: 0.216 Epoch 36 Batch 695/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.206 Epoch 36 Batch 696/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.910, Loss: 0.217 Epoch 36 Batch 697/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.209 Epoch 36 Batch 698/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.193 Epoch 36 Batch 699/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.192 Epoch 36 Batch 700/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.887, Loss: 0.198 Epoch 36 Batch 701/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.881, Loss: 0.224 Epoch 36 Batch 702/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.250 Epoch 36 Batch 703/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.882, Loss: 0.225 Epoch 36 Batch 704/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.878, Loss: 0.253 Epoch 36 Batch 705/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.877, Loss: 0.209 Epoch 36 Batch 706/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.883, Loss: 0.262 Epoch 36 Batch 707/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.213 Epoch 36 Batch 708/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.222 Epoch 36 Batch 709/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.885, Loss: 0.241 Epoch 36 Batch 710/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.885, Loss: 0.218 Epoch 36 Batch 711/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.884, Loss: 0.244 Epoch 36 Batch 712/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.883, Loss: 0.229 Epoch 36 Batch 713/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.883, Loss: 0.198 Epoch 36 Batch 714/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.882, Loss: 0.212 Epoch 36 Batch 715/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.886, Loss: 0.249 Epoch 36 Batch 716/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.892, Loss: 0.189 Epoch 36 Batch 717/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.891, Loss: 0.205 Epoch 36 Batch 718/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.891, Loss: 0.205 Epoch 36 Batch 719/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.898, Loss: 0.216 Epoch 36 Batch 720/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.894, Loss: 0.226 Epoch 36 Batch 721/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.212 Epoch 36 Batch 722/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.893, Loss: 0.197 Epoch 36 Batch 723/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.214 Epoch 36 Batch 724/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.223 Epoch 36 Batch 725/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.203 Epoch 36 Batch 726/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.211 Epoch 36 Batch 727/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.897, Loss: 0.179 Epoch 36 Batch 728/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.892, Loss: 0.226 Epoch 36 Batch 729/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.226 Epoch 36 Batch 730/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.217 Epoch 36 Batch 731/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.208 Epoch 36 Batch 732/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.887, Loss: 0.228 Epoch 36 Batch 733/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.885, Loss: 0.238 Epoch 36 Batch 734/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.227 Epoch 36 Batch 735/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.885, Loss: 0.201 Epoch 36 Batch 736/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.208 Epoch 36 Batch 737/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.881, Loss: 0.253 Epoch 36 Batch 738/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.881, Loss: 0.195 Epoch 36 Batch 739/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.881, Loss: 0.199 Epoch 36 Batch 740/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.211 Epoch 36 Batch 741/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.226 Epoch 36 Batch 742/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.202 Epoch 36 Batch 743/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.884, Loss: 0.237 Epoch 36 Batch 744/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.891, Loss: 0.193 Epoch 36 Batch 745/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.217 Epoch 36 Batch 746/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.219 Epoch 36 Batch 747/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.189 Epoch 36 Batch 748/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.904, Loss: 0.184 Epoch 36 Batch 749/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.221 Epoch 36 Batch 750/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.893, Loss: 0.235 Epoch 36 Batch 751/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.216 Epoch 36 Batch 752/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.190 Epoch 36 Batch 753/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.224 Epoch 36 Batch 754/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.219 Epoch 36 Batch 755/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.210 Epoch 36 Batch 756/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.202 Epoch 36 Batch 757/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.249 Epoch 36 Batch 758/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.897, Loss: 0.186 Epoch 36 Batch 759/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.190 Epoch 36 Batch 760/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.227 Epoch 36 Batch 761/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.894, Loss: 0.213 Epoch 36 Batch 762/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.895, Loss: 0.191 Epoch 36 Batch 763/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.182 Epoch 36 Batch 764/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.224 Epoch 36 Batch 765/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.890, Loss: 0.199 Epoch 36 Batch 766/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.223 Epoch 36 Batch 767/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.189 Epoch 36 Batch 768/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.206 Epoch 36 Batch 769/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.892, Loss: 0.220 Epoch 36 Batch 770/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.893, Loss: 0.208 Epoch 36 Batch 771/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.227 Epoch 36 Batch 772/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.893, Loss: 0.201 Epoch 36 Batch 773/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.896, Loss: 0.213 Epoch 36 Batch 774/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.232 Epoch 36 Batch 775/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.220 Epoch 36 Batch 776/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.893, Loss: 0.218 Epoch 36 Batch 777/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.893, Loss: 0.233 Epoch 36 Batch 778/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.193 Epoch 36 Batch 779/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.213 Epoch 36 Batch 780/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.891, Loss: 0.233 Epoch 36 Batch 781/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.895, Loss: 0.183 Epoch 36 Batch 782/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.233 Epoch 36 Batch 783/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.228 Epoch 36 Batch 784/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.897, Loss: 0.200 Epoch 36 Batch 785/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.899, Loss: 0.196 Epoch 36 Batch 786/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.203 Epoch 36 Batch 787/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.208 Epoch 36 Batch 788/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.194 Epoch 36 Batch 789/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.222 Epoch 36 Batch 790/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.896, Loss: 0.241 Epoch 36 Batch 791/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.204 Epoch 36 Batch 792/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.892, Loss: 0.228 Epoch 36 Batch 793/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.891, Loss: 0.215 Epoch 36 Batch 794/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.891, Loss: 0.213 Epoch 36 Batch 795/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.891, Loss: 0.226 Epoch 36 Batch 796/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.209 Epoch 36 Batch 797/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.205 Epoch 36 Batch 798/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.898, Loss: 0.201 Epoch 36 Batch 799/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.897, Loss: 0.244 Epoch 36 Batch 800/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.892, Loss: 0.200 Epoch 36 Batch 801/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.214 Epoch 36 Batch 802/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.218 Epoch 36 Batch 803/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.219 Epoch 36 Batch 804/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.895, Loss: 0.212 Epoch 36 Batch 805/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.217 Epoch 36 Batch 806/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.201 Epoch 36 Batch 807/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.896, Loss: 0.174 Epoch 36 Batch 808/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.893, Loss: 0.221 Epoch 36 Batch 809/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.235 Epoch 36 Batch 810/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.900, Loss: 0.191 Epoch 36 Batch 811/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.190 Epoch 36 Batch 812/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.237 Epoch 36 Batch 813/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.905, Loss: 0.206 Epoch 36 Batch 814/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.241 Epoch 36 Batch 815/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.210 Epoch 36 Batch 816/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.238 Epoch 36 Batch 817/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.231 Epoch 36 Batch 818/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.243 Epoch 36 Batch 819/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.217 Epoch 36 Batch 820/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.901, Loss: 0.226 Epoch 36 Batch 821/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.893, Loss: 0.204 Epoch 36 Batch 822/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.892, Loss: 0.220 Epoch 36 Batch 823/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.881, Loss: 0.224 Epoch 36 Batch 824/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.881, Loss: 0.202 Epoch 36 Batch 825/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.882, Loss: 0.205 Epoch 36 Batch 826/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.884, Loss: 0.203 Epoch 36 Batch 827/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.879, Loss: 0.221 Epoch 36 Batch 828/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.879, Loss: 0.214 Epoch 36 Batch 829/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.880, Loss: 0.239 Epoch 36 Batch 830/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.879, Loss: 0.221 Epoch 36 Batch 831/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.884, Loss: 0.230 Epoch 36 Batch 832/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.228 Epoch 36 Batch 833/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.206 Epoch 36 Batch 834/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.217 Epoch 36 Batch 835/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.233 Epoch 36 Batch 836/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.897, Loss: 0.227 Epoch 36 Batch 837/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.897, Loss: 0.241 Epoch 36 Batch 838/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.215 Epoch 36 Batch 839/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.191 Epoch 36 Batch 840/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.209 Epoch 36 Batch 841/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.229 Epoch 36 Batch 842/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.905, Loss: 0.219 Epoch 36 Batch 843/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.199 Epoch 36 Batch 844/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.198 Epoch 36 Batch 845/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.211 Epoch 36 Batch 846/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.900, Loss: 0.241 Epoch 36 Batch 847/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.252 Epoch 36 Batch 848/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.213 Epoch 36 Batch 849/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.207 Epoch 36 Batch 850/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.248 Epoch 36 Batch 851/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.216 Epoch 36 Batch 852/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.901, Loss: 0.230 Epoch 36 Batch 853/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.901, Loss: 0.190 Epoch 36 Batch 854/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.225 Epoch 36 Batch 855/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.216 Epoch 36 Batch 856/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.224 Epoch 36 Batch 857/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.208 Epoch 36 Batch 858/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.208 Epoch 36 Batch 859/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.238 Epoch 36 Batch 860/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.227 Epoch 36 Batch 861/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.894, Loss: 0.224 Epoch 36 Batch 862/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.224 Epoch 36 Batch 863/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.889, Loss: 0.207 Epoch 36 Batch 864/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.891, Loss: 0.211 Epoch 36 Batch 865/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.227 Epoch 36 Batch 866/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.231 Epoch 36 Batch 867/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.891, Loss: 0.277 Epoch 36 Batch 868/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.891, Loss: 0.236 Epoch 36 Batch 869/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.236 Epoch 36 Batch 870/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.895, Loss: 0.233 Epoch 36 Batch 871/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.899, Loss: 0.210 Epoch 36 Batch 872/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.210 Epoch 36 Batch 873/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.232 Epoch 36 Batch 874/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.900, Loss: 0.249 Epoch 36 Batch 875/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.237 Epoch 36 Batch 876/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.900, Loss: 0.212 Epoch 36 Batch 877/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.900, Loss: 0.199 Epoch 36 Batch 878/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.218 Epoch 36 Batch 879/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.198 Epoch 36 Batch 880/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.224 Epoch 36 Batch 881/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.217 Epoch 36 Batch 882/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.232 Epoch 36 Batch 883/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.253 Epoch 36 Batch 884/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.206 Epoch 36 Batch 885/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.178 Epoch 36 Batch 886/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.219 Epoch 36 Batch 887/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.901, Loss: 0.227 Epoch 36 Batch 888/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.196 Epoch 36 Batch 889/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.230 Epoch 36 Batch 890/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.898, Loss: 0.201 Epoch 36 Batch 891/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.894, Loss: 0.229 Epoch 36 Batch 892/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.888, Loss: 0.207 Epoch 36 Batch 893/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.887, Loss: 0.223 Epoch 36 Batch 894/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.878, Loss: 0.215 Epoch 36 Batch 895/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.878, Loss: 0.223 Epoch 36 Batch 896/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.883, Loss: 0.235 Epoch 36 Batch 897/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.883, Loss: 0.206 Epoch 36 Batch 898/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.884, Loss: 0.208 Epoch 36 Batch 899/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.215 Epoch 36 Batch 900/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.885, Loss: 0.245 Epoch 36 Batch 901/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.228 Epoch 36 Batch 902/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.886, Loss: 0.231 Epoch 36 Batch 903/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.193 Epoch 36 Batch 904/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.888, Loss: 0.207 Epoch 36 Batch 905/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.222 Epoch 36 Batch 906/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.226 Epoch 36 Batch 907/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.214 Epoch 36 Batch 908/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.235 Epoch 36 Batch 909/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.221 Epoch 36 Batch 910/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.201 Epoch 36 Batch 911/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.187 Epoch 36 Batch 912/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.900, Loss: 0.233 Epoch 36 Batch 913/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.265 Epoch 36 Batch 914/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.238 Epoch 36 Batch 915/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.904, Loss: 0.221 Epoch 36 Batch 916/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.227 Epoch 36 Batch 917/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.205 Epoch 36 Batch 918/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.175 Epoch 36 Batch 919/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.195 Epoch 36 Batch 920/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.218 Epoch 36 Batch 921/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.224 Epoch 36 Batch 922/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.212 Epoch 36 Batch 923/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.220 Epoch 36 Batch 924/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.892, Loss: 0.268 Epoch 36 Batch 925/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.203 Epoch 36 Batch 926/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.888, Loss: 0.224 Epoch 36 Batch 927/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.888, Loss: 0.233 Epoch 36 Batch 928/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.884, Loss: 0.213 Epoch 36 Batch 929/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.887, Loss: 0.227 Epoch 36 Batch 930/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.209 Epoch 36 Batch 931/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.194 Epoch 36 Batch 932/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.210 Epoch 36 Batch 933/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.257 Epoch 36 Batch 934/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.231 Epoch 36 Batch 935/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.216 Epoch 36 Batch 936/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.228 Epoch 36 Batch 937/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.226 Epoch 36 Batch 938/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.220 Epoch 36 Batch 939/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.247 Epoch 36 Batch 940/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.195 Epoch 36 Batch 941/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.196 Epoch 36 Batch 942/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.904, Loss: 0.216 Epoch 36 Batch 943/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.216 Epoch 36 Batch 944/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.903, Loss: 0.196 Epoch 36 Batch 945/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.898, Loss: 0.201 Epoch 36 Batch 946/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.895, Loss: 0.209 Epoch 36 Batch 947/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.894, Loss: 0.251 Epoch 36 Batch 948/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.209 Epoch 36 Batch 949/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.888, Loss: 0.185 Epoch 36 Batch 950/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.883, Loss: 0.196 Epoch 36 Batch 951/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.882, Loss: 0.212 Epoch 36 Batch 952/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.883, Loss: 0.204 Epoch 36 Batch 953/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.882, Loss: 0.214 Epoch 36 Batch 954/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.885, Loss: 0.214 Epoch 36 Batch 955/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.226 Epoch 36 Batch 956/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.882, Loss: 0.246 Epoch 36 Batch 957/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.887, Loss: 0.209 Epoch 36 Batch 958/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.220 Epoch 36 Batch 959/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.886, Loss: 0.202 Epoch 36 Batch 960/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.212 Epoch 36 Batch 961/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.880, Loss: 0.229 Epoch 36 Batch 962/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.881, Loss: 0.206 Epoch 36 Batch 963/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.882, Loss: 0.238 Epoch 36 Batch 964/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.199 Epoch 36 Batch 965/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.887, Loss: 0.216 Epoch 36 Batch 966/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.179 Epoch 36 Batch 967/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.196 Epoch 36 Batch 968/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.894, Loss: 0.227 Epoch 36 Batch 969/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.894, Loss: 0.240 Epoch 36 Batch 970/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.228 Epoch 36 Batch 971/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.887, Loss: 0.218 Epoch 36 Batch 972/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.886, Loss: 0.212 Epoch 36 Batch 973/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.886, Loss: 0.179 Epoch 36 Batch 974/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.201 Epoch 36 Batch 975/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.209 Epoch 36 Batch 976/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.226 Epoch 36 Batch 977/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.197 Epoch 36 Batch 978/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.891, Loss: 0.248 Epoch 36 Batch 979/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.233 Epoch 36 Batch 980/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.904, Loss: 0.197 Epoch 36 Batch 981/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.904, Loss: 0.223 Epoch 36 Batch 982/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.905, Loss: 0.209 Epoch 36 Batch 983/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.226 Epoch 36 Batch 984/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.905, Loss: 0.227 Epoch 36 Batch 985/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.907, Loss: 0.198 Epoch 36 Batch 986/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.217 Epoch 36 Batch 987/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.903, Loss: 0.193 Epoch 36 Batch 988/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.234 Epoch 36 Batch 989/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.222 Epoch 36 Batch 990/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.231 Epoch 36 Batch 991/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.230 Epoch 36 Batch 992/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.897, Loss: 0.231 Epoch 36 Batch 993/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.199 Epoch 36 Batch 994/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.221 Epoch 36 Batch 995/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.210 Epoch 36 Batch 996/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.902, Loss: 0.213 Epoch 36 Batch 997/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.213 Epoch 36 Batch 998/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.195 Epoch 36 Batch 999/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.217 Epoch 36 Batch 1000/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.199 Epoch 36 Batch 1001/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.191 Epoch 36 Batch 1002/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.185 Epoch 36 Batch 1003/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.224 Epoch 36 Batch 1004/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.219 Epoch 36 Batch 1005/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.217 Epoch 36 Batch 1006/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.175 Epoch 36 Batch 1007/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.901, Loss: 0.191 Epoch 36 Batch 1008/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.233 Epoch 36 Batch 1009/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.185 Epoch 36 Batch 1010/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.906, Loss: 0.220 Epoch 36 Batch 1011/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.202 Epoch 36 Batch 1012/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.199 Epoch 36 Batch 1013/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.194 Epoch 36 Batch 1014/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.204 Epoch 36 Batch 1015/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.256 Epoch 36 Batch 1016/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.905, Loss: 0.216 Epoch 36 Batch 1017/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.905, Loss: 0.218 Epoch 36 Batch 1018/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.899, Loss: 0.212 Epoch 36 Batch 1019/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.894, Loss: 0.249 Epoch 36 Batch 1020/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.897, Loss: 0.201 Epoch 36 Batch 1021/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.209 Epoch 36 Batch 1022/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.186 Epoch 36 Batch 1023/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.195 Epoch 36 Batch 1024/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.895, Loss: 0.224 Epoch 36 Batch 1025/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.895, Loss: 0.220 Epoch 36 Batch 1026/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.888, Loss: 0.218 Epoch 36 Batch 1027/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.889, Loss: 0.217 Epoch 36 Batch 1028/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.208 Epoch 36 Batch 1029/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.192 Epoch 36 Batch 1030/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.890, Loss: 0.219 Epoch 36 Batch 1031/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.240 Epoch 36 Batch 1032/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.232 Epoch 36 Batch 1033/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.902, Loss: 0.212 Epoch 36 Batch 1034/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.200 Epoch 36 Batch 1035/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.182 Epoch 36 Batch 1036/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.234 Epoch 36 Batch 1037/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.214 Epoch 36 Batch 1038/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.220 Epoch 36 Batch 1039/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.220 Epoch 36 Batch 1040/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.218 Epoch 36 Batch 1041/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.902, Loss: 0.219 Epoch 36 Batch 1042/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.199 Epoch 36 Batch 1043/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.216 Epoch 36 Batch 1044/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.238 Epoch 36 Batch 1045/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.218 Epoch 36 Batch 1046/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.191 Epoch 36 Batch 1047/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.184 Epoch 36 Batch 1048/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.224 Epoch 36 Batch 1049/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.903, Loss: 0.239 Epoch 36 Batch 1050/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.195 Epoch 36 Batch 1051/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.217 Epoch 36 Batch 1052/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.220 Epoch 36 Batch 1053/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.208 Epoch 36 Batch 1054/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.900, Loss: 0.214 Epoch 36 Batch 1055/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.208 Epoch 36 Batch 1056/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.208 Epoch 36 Batch 1057/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.882, Loss: 0.218 Epoch 36 Batch 1058/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.883, Loss: 0.221 Epoch 36 Batch 1059/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.889, Loss: 0.251 Epoch 36 Batch 1060/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.887, Loss: 0.184 Epoch 36 Batch 1061/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.235 Epoch 36 Batch 1062/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.206 Epoch 36 Batch 1063/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.897, Loss: 0.222 Epoch 36 Batch 1064/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.224 Epoch 36 Batch 1065/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.211 Epoch 36 Batch 1066/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.186 Epoch 36 Batch 1067/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.227 Epoch 36 Batch 1068/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.205 Epoch 36 Batch 1069/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.901, Loss: 0.197 Epoch 36 Batch 1070/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.217 Epoch 36 Batch 1071/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.209 Epoch 36 Batch 1072/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.220 Epoch 36 Batch 1073/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.238 Epoch 36 Batch 1074/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.225 Epoch 36 Batch 1075/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.247 Epoch 37 Batch 0/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.183 Epoch 37 Batch 1/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.891, Loss: 0.201 Epoch 37 Batch 2/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.897, Loss: 0.214 Epoch 37 Batch 3/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.897, Loss: 0.215 Epoch 37 Batch 4/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.213 Epoch 37 Batch 5/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.227 Epoch 37 Batch 6/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.889, Loss: 0.210 Epoch 37 Batch 7/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.889, Loss: 0.192 Epoch 37 Batch 8/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.198 Epoch 37 Batch 9/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.208 Epoch 37 Batch 10/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.894, Loss: 0.214 Epoch 37 Batch 11/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.228 Epoch 37 Batch 12/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.229 Epoch 37 Batch 13/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.886, Loss: 0.220 Epoch 37 Batch 14/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.886, Loss: 0.184 Epoch 37 Batch 15/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.886, Loss: 0.210 Epoch 37 Batch 16/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.886, Loss: 0.245 Epoch 37 Batch 17/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.885, Loss: 0.212 Epoch 37 Batch 18/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.889, Loss: 0.216 Epoch 37 Batch 19/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.217 Epoch 37 Batch 20/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.190 Epoch 37 Batch 21/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.241 Epoch 37 Batch 22/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.228 Epoch 37 Batch 23/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.883, Loss: 0.199 Epoch 37 Batch 24/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.882, Loss: 0.211 Epoch 37 Batch 25/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.888, Loss: 0.193 Epoch 37 Batch 26/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.236 Epoch 37 Batch 27/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.205 Epoch 37 Batch 28/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.894, Loss: 0.206 Epoch 37 Batch 29/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.206 Epoch 37 Batch 30/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.215 Epoch 37 Batch 31/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.218 Epoch 37 Batch 32/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.895, Loss: 0.192 Epoch 37 Batch 33/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.890, Loss: 0.193 Epoch 37 Batch 34/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.213 Epoch 37 Batch 35/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.890, Loss: 0.202 Epoch 37 Batch 36/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.884, Loss: 0.212 Epoch 37 Batch 37/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.881, Loss: 0.218 Epoch 37 Batch 38/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.884, Loss: 0.237 Epoch 37 Batch 39/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.248 Epoch 37 Batch 40/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.209 Epoch 37 Batch 41/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.889, Loss: 0.209 Epoch 37 Batch 42/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.884, Loss: 0.235 Epoch 37 Batch 43/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.884, Loss: 0.199 Epoch 37 Batch 44/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.884, Loss: 0.202 Epoch 37 Batch 45/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.884, Loss: 0.224 Epoch 37 Batch 46/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.885, Loss: 0.219 Epoch 37 Batch 47/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.202 Epoch 37 Batch 48/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.887, Loss: 0.242 Epoch 37 Batch 49/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.882, Loss: 0.220 Epoch 37 Batch 50/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.885, Loss: 0.210 Epoch 37 Batch 51/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.884, Loss: 0.200 Epoch 37 Batch 52/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.209 Epoch 37 Batch 53/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.880, Loss: 0.203 Epoch 37 Batch 54/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.881, Loss: 0.258 Epoch 37 Batch 55/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.886, Loss: 0.221 Epoch 37 Batch 56/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.885, Loss: 0.170 Epoch 37 Batch 57/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.884, Loss: 0.205 Epoch 37 Batch 58/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.884, Loss: 0.200 Epoch 37 Batch 59/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.883, Loss: 0.207 Epoch 37 Batch 60/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.198 Epoch 37 Batch 61/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.881, Loss: 0.226 Epoch 37 Batch 62/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.888, Loss: 0.222 Epoch 37 Batch 63/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.885, Loss: 0.209 Epoch 37 Batch 64/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.208 Epoch 37 Batch 65/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.212 Epoch 37 Batch 66/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.188 Epoch 37 Batch 67/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.199 Epoch 37 Batch 68/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.225 Epoch 37 Batch 69/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.890, Loss: 0.227 Epoch 37 Batch 70/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.889, Loss: 0.213 Epoch 37 Batch 71/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.889, Loss: 0.205 Epoch 37 Batch 72/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.214 Epoch 37 Batch 73/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.229 Epoch 37 Batch 74/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.190 Epoch 37 Batch 75/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.243 Epoch 37 Batch 76/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.896, Loss: 0.188 Epoch 37 Batch 77/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.228 Epoch 37 Batch 78/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.895, Loss: 0.218 Epoch 37 Batch 79/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.210 Epoch 37 Batch 80/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.216 Epoch 37 Batch 81/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.896, Loss: 0.210 Epoch 37 Batch 82/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.894, Loss: 0.202 Epoch 37 Batch 83/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.226 Epoch 37 Batch 84/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.236 Epoch 37 Batch 85/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.195 Epoch 37 Batch 86/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.882, Loss: 0.207 Epoch 37 Batch 87/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.877, Loss: 0.239 Epoch 37 Batch 88/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.877, Loss: 0.233 Epoch 37 Batch 89/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.877, Loss: 0.203 Epoch 37 Batch 90/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.880, Loss: 0.222 Epoch 37 Batch 91/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.880, Loss: 0.194 Epoch 37 Batch 92/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.881, Loss: 0.212 Epoch 37 Batch 93/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.887, Loss: 0.209 Epoch 37 Batch 94/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.881, Loss: 0.193 Epoch 37 Batch 95/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.230 Epoch 37 Batch 96/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.199 Epoch 37 Batch 97/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.223 Epoch 37 Batch 98/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.209 Epoch 37 Batch 99/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.228 Epoch 37 Batch 100/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.215 Epoch 37 Batch 101/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.224 Epoch 37 Batch 102/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.197 Epoch 37 Batch 103/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.890, Loss: 0.243 Epoch 37 Batch 104/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.206 Epoch 37 Batch 105/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.885, Loss: 0.223 Epoch 37 Batch 106/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.882, Loss: 0.272 Epoch 37 Batch 107/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.881, Loss: 0.225 Epoch 37 Batch 108/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.877, Loss: 0.179 Epoch 37 Batch 109/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.884, Loss: 0.210 Epoch 37 Batch 110/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.200 Epoch 37 Batch 111/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.230 Epoch 37 Batch 112/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.207 Epoch 37 Batch 113/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.884, Loss: 0.231 Epoch 37 Batch 114/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.188 Epoch 37 Batch 115/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.231 Epoch 37 Batch 116/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.889, Loss: 0.221 Epoch 37 Batch 117/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.888, Loss: 0.223 Epoch 37 Batch 118/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.885, Loss: 0.216 Epoch 37 Batch 119/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.882, Loss: 0.219 Epoch 37 Batch 120/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.882, Loss: 0.232 Epoch 37 Batch 121/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.882, Loss: 0.206 Epoch 37 Batch 122/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.883, Loss: 0.212 Epoch 37 Batch 123/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.890, Loss: 0.174 Epoch 37 Batch 124/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.243 Epoch 37 Batch 125/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.208 Epoch 37 Batch 126/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.192 Epoch 37 Batch 127/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.206 Epoch 37 Batch 128/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.900, Loss: 0.197 Epoch 37 Batch 129/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.218 Epoch 37 Batch 130/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.191 Epoch 37 Batch 131/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.199 Epoch 37 Batch 132/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.210 Epoch 37 Batch 133/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.189 Epoch 37 Batch 134/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.891, Loss: 0.197 Epoch 37 Batch 135/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.890, Loss: 0.234 Epoch 37 Batch 136/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.882, Loss: 0.206 Epoch 37 Batch 137/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.883, Loss: 0.180 Epoch 37 Batch 138/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.883, Loss: 0.212 Epoch 37 Batch 139/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.219 Epoch 37 Batch 140/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.889, Loss: 0.217 Epoch 37 Batch 141/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.202 Epoch 37 Batch 142/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.888, Loss: 0.207 Epoch 37 Batch 143/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.226 Epoch 37 Batch 144/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.239 Epoch 37 Batch 145/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.233 Epoch 37 Batch 146/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.903, Loss: 0.244 Epoch 37 Batch 147/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.902, Loss: 0.241 Epoch 37 Batch 148/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.213 Epoch 37 Batch 149/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.219 Epoch 37 Batch 150/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.217 Epoch 37 Batch 151/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.882, Loss: 0.197 Epoch 37 Batch 152/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.883, Loss: 0.240 Epoch 37 Batch 153/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.882, Loss: 0.232 Epoch 37 Batch 154/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.884, Loss: 0.220 Epoch 37 Batch 155/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.888, Loss: 0.229 Epoch 37 Batch 156/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.199 Epoch 37 Batch 157/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.214 Epoch 37 Batch 158/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.228 Epoch 37 Batch 159/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.881, Loss: 0.181 Epoch 37 Batch 160/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.882, Loss: 0.196 Epoch 37 Batch 161/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.881, Loss: 0.208 Epoch 37 Batch 162/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.881, Loss: 0.237 Epoch 37 Batch 163/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.877, Loss: 0.244 Epoch 37 Batch 164/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.239 Epoch 37 Batch 165/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.201 Epoch 37 Batch 166/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.887, Loss: 0.216 Epoch 37 Batch 167/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.896, Loss: 0.205 Epoch 37 Batch 168/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.251 Epoch 37 Batch 169/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.894, Loss: 0.217 Epoch 37 Batch 170/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.895, Loss: 0.232 Epoch 37 Batch 171/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.892, Loss: 0.204 Epoch 37 Batch 172/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.191 Epoch 37 Batch 173/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.221 Epoch 37 Batch 174/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.188 Epoch 37 Batch 175/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.213 Epoch 37 Batch 176/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.213 Epoch 37 Batch 177/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.892, Loss: 0.228 Epoch 37 Batch 178/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.188 Epoch 37 Batch 179/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.892, Loss: 0.204 Epoch 37 Batch 180/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.199 Epoch 37 Batch 181/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.889, Loss: 0.230 Epoch 37 Batch 182/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.226 Epoch 37 Batch 183/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.890, Loss: 0.245 Epoch 37 Batch 184/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.891, Loss: 0.195 Epoch 37 Batch 185/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.890, Loss: 0.245 Epoch 37 Batch 186/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.228 Epoch 37 Batch 187/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.889, Loss: 0.185 Epoch 37 Batch 188/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.888, Loss: 0.214 Epoch 37 Batch 189/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.212 Epoch 37 Batch 190/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.889, Loss: 0.194 Epoch 37 Batch 191/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.186 Epoch 37 Batch 192/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.893, Loss: 0.231 Epoch 37 Batch 193/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.206 Epoch 37 Batch 194/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.177 Epoch 37 Batch 195/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.207 Epoch 37 Batch 196/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.206 Epoch 37 Batch 197/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.892, Loss: 0.208 Epoch 37 Batch 198/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.887, Loss: 0.196 Epoch 37 Batch 199/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.191 Epoch 37 Batch 200/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.222 Epoch 37 Batch 201/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.887, Loss: 0.195 Epoch 37 Batch 202/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.230 Epoch 37 Batch 203/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.889, Loss: 0.208 Epoch 37 Batch 204/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.889, Loss: 0.238 Epoch 37 Batch 205/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.210 Epoch 37 Batch 206/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.886, Loss: 0.203 Epoch 37 Batch 207/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.216 Epoch 37 Batch 208/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.264 Epoch 37 Batch 209/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.895, Loss: 0.180 Epoch 37 Batch 210/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.224 Epoch 37 Batch 211/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.896, Loss: 0.189 Epoch 37 Batch 212/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.181 Epoch 37 Batch 213/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.896, Loss: 0.182 Epoch 37 Batch 214/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.207 Epoch 37 Batch 215/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.895, Loss: 0.214 Epoch 37 Batch 216/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.227 Epoch 37 Batch 217/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.202 Epoch 37 Batch 218/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.252 Epoch 37 Batch 219/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.195 Epoch 37 Batch 220/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.220 Epoch 37 Batch 221/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.895, Loss: 0.217 Epoch 37 Batch 222/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.225 Epoch 37 Batch 223/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.897, Loss: 0.179 Epoch 37 Batch 224/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.216 Epoch 37 Batch 225/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.220 Epoch 37 Batch 226/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.200 Epoch 37 Batch 227/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.903, Loss: 0.247 Epoch 37 Batch 228/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.199 Epoch 37 Batch 229/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.893, Loss: 0.248 Epoch 37 Batch 230/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.191 Epoch 37 Batch 231/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.894, Loss: 0.227 Epoch 37 Batch 232/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.890, Loss: 0.213 Epoch 37 Batch 233/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.227 Epoch 37 Batch 234/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.892, Loss: 0.237 Epoch 37 Batch 235/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.895, Loss: 0.201 Epoch 37 Batch 236/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.220 Epoch 37 Batch 237/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.191 Epoch 37 Batch 238/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.888, Loss: 0.187 Epoch 37 Batch 239/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.883, Loss: 0.177 Epoch 37 Batch 240/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.883, Loss: 0.189 Epoch 37 Batch 241/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.892, Loss: 0.205 Epoch 37 Batch 242/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.890, Loss: 0.207 Epoch 37 Batch 243/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.220 Epoch 37 Batch 244/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.234 Epoch 37 Batch 245/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.198 Epoch 37 Batch 246/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.895, Loss: 0.219 Epoch 37 Batch 247/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.899, Loss: 0.209 Epoch 37 Batch 248/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.200 Epoch 37 Batch 249/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.210 Epoch 37 Batch 250/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.894, Loss: 0.190 Epoch 37 Batch 251/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.207 Epoch 37 Batch 252/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.891, Loss: 0.201 Epoch 37 Batch 253/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.217 Epoch 37 Batch 254/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.209 Epoch 37 Batch 255/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.213 Epoch 37 Batch 256/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.265 Epoch 37 Batch 257/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.895, Loss: 0.209 Epoch 37 Batch 258/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.897, Loss: 0.210 Epoch 37 Batch 259/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.225 Epoch 37 Batch 260/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.186 Epoch 37 Batch 261/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.214 Epoch 37 Batch 262/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.184 Epoch 37 Batch 263/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.895, Loss: 0.193 Epoch 37 Batch 264/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.224 Epoch 37 Batch 265/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.206 Epoch 37 Batch 266/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.223 Epoch 37 Batch 267/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.187 Epoch 37 Batch 268/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.891, Loss: 0.225 Epoch 37 Batch 269/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.891, Loss: 0.240 Epoch 37 Batch 270/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.237 Epoch 37 Batch 271/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.895, Loss: 0.202 Epoch 37 Batch 272/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.268 Epoch 37 Batch 273/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.195 Epoch 37 Batch 274/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.886, Loss: 0.207 Epoch 37 Batch 275/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.881, Loss: 0.207 Epoch 37 Batch 276/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.882, Loss: 0.271 Epoch 37 Batch 277/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.884, Loss: 0.184 Epoch 37 Batch 278/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.878, Loss: 0.245 Epoch 37 Batch 279/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.878, Loss: 0.268 Epoch 37 Batch 280/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.873, Loss: 0.223 Epoch 37 Batch 281/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.877, Loss: 0.235 Epoch 37 Batch 282/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.877, Loss: 0.262 Epoch 37 Batch 283/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.882, Loss: 0.227 Epoch 37 Batch 284/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.228 Epoch 37 Batch 285/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.225 Epoch 37 Batch 286/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.189 Epoch 37 Batch 287/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.883, Loss: 0.204 Epoch 37 Batch 288/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.884, Loss: 0.224 Epoch 37 Batch 289/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.888, Loss: 0.217 Epoch 37 Batch 290/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.245 Epoch 37 Batch 291/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.248 Epoch 37 Batch 292/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.888, Loss: 0.194 Epoch 37 Batch 293/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.236 Epoch 37 Batch 294/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.191 Epoch 37 Batch 295/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.235 Epoch 37 Batch 296/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.197 Epoch 37 Batch 297/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.896, Loss: 0.237 Epoch 37 Batch 298/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.897, Loss: 0.220 Epoch 37 Batch 299/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.224 Epoch 37 Batch 300/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.907, Loss: 0.205 Epoch 37 Batch 301/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.907, Loss: 0.190 Epoch 37 Batch 302/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.200 Epoch 37 Batch 303/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.222 Epoch 37 Batch 304/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.898, Loss: 0.198 Epoch 37 Batch 305/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.219 Epoch 37 Batch 306/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.891, Loss: 0.227 Epoch 37 Batch 307/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.209 Epoch 37 Batch 308/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.218 Epoch 37 Batch 309/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.192 Epoch 37 Batch 310/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.220 Epoch 37 Batch 311/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.888, Loss: 0.210 Epoch 37 Batch 312/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.887, Loss: 0.250 Epoch 37 Batch 313/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.886, Loss: 0.187 Epoch 37 Batch 314/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.209 Epoch 37 Batch 315/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.893, Loss: 0.191 Epoch 37 Batch 316/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.892, Loss: 0.191 Epoch 37 Batch 317/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.240 Epoch 37 Batch 318/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.892, Loss: 0.214 Epoch 37 Batch 319/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.891, Loss: 0.233 Epoch 37 Batch 320/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.212 Epoch 37 Batch 321/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.891, Loss: 0.219 Epoch 37 Batch 322/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.894, Loss: 0.195 Epoch 37 Batch 323/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.890, Loss: 0.208 Epoch 37 Batch 324/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.212 Epoch 37 Batch 325/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.206 Epoch 37 Batch 326/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.213 Epoch 37 Batch 327/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.256 Epoch 37 Batch 328/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.236 Epoch 37 Batch 329/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.895, Loss: 0.214 Epoch 37 Batch 330/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.217 Epoch 37 Batch 331/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.232 Epoch 37 Batch 332/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.893, Loss: 0.172 Epoch 37 Batch 333/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.890, Loss: 0.195 Epoch 37 Batch 334/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.890, Loss: 0.208 Epoch 37 Batch 335/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.890, Loss: 0.208 Epoch 37 Batch 336/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.891, Loss: 0.258 Epoch 37 Batch 337/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.890, Loss: 0.241 Epoch 37 Batch 338/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.891, Loss: 0.263 Epoch 37 Batch 339/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.188 Epoch 37 Batch 340/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.212 Epoch 37 Batch 341/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.893, Loss: 0.277 Epoch 37 Batch 342/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.199 Epoch 37 Batch 343/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.898, Loss: 0.206 Epoch 37 Batch 344/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.899, Loss: 0.218 Epoch 37 Batch 345/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.226 Epoch 37 Batch 346/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.232 Epoch 37 Batch 347/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.191 Epoch 37 Batch 348/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.206 Epoch 37 Batch 349/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.909, Loss: 0.205 Epoch 37 Batch 350/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.212 Epoch 37 Batch 351/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.222 Epoch 37 Batch 352/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.196 Epoch 37 Batch 353/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.895, Loss: 0.236 Epoch 37 Batch 354/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.245 Epoch 37 Batch 355/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.895, Loss: 0.237 Epoch 37 Batch 356/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.228 Epoch 37 Batch 357/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.894, Loss: 0.210 Epoch 37 Batch 358/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.893, Loss: 0.228 Epoch 37 Batch 359/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.888, Loss: 0.216 Epoch 37 Batch 360/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.887, Loss: 0.216 Epoch 37 Batch 361/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.208 Epoch 37 Batch 362/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.885, Loss: 0.224 Epoch 37 Batch 363/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.271 Epoch 37 Batch 364/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.233 Epoch 37 Batch 365/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.183 Epoch 37 Batch 366/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.192 Epoch 37 Batch 367/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.196 Epoch 37 Batch 368/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.220 Epoch 37 Batch 369/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.207 Epoch 37 Batch 370/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.900, Loss: 0.199 Epoch 37 Batch 371/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.216 Epoch 37 Batch 372/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.901, Loss: 0.187 Epoch 37 Batch 373/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.901, Loss: 0.185 Epoch 37 Batch 374/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.901, Loss: 0.234 Epoch 37 Batch 375/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.896, Loss: 0.200 Epoch 37 Batch 376/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.219 Epoch 37 Batch 377/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.216 Epoch 37 Batch 378/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.892, Loss: 0.184 Epoch 37 Batch 379/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.897, Loss: 0.227 Epoch 37 Batch 380/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.207 Epoch 37 Batch 381/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.226 Epoch 37 Batch 382/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.255 Epoch 37 Batch 383/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.203 Epoch 37 Batch 384/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.212 Epoch 37 Batch 385/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.202 Epoch 37 Batch 386/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.893, Loss: 0.218 Epoch 37 Batch 387/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.212 Epoch 37 Batch 388/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.892, Loss: 0.214 Epoch 37 Batch 389/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.191 Epoch 37 Batch 390/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.888, Loss: 0.214 Epoch 37 Batch 391/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.889, Loss: 0.201 Epoch 37 Batch 392/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.890, Loss: 0.211 Epoch 37 Batch 393/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.199 Epoch 37 Batch 394/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.216 Epoch 37 Batch 395/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.893, Loss: 0.191 Epoch 37 Batch 396/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.261 Epoch 37 Batch 397/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.211 Epoch 37 Batch 398/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.226 Epoch 37 Batch 399/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.897, Loss: 0.215 Epoch 37 Batch 400/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.220 Epoch 37 Batch 401/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.199 Epoch 37 Batch 402/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.196 Epoch 37 Batch 403/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.224 Epoch 37 Batch 404/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.186 Epoch 37 Batch 405/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.231 Epoch 37 Batch 406/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.897, Loss: 0.212 Epoch 37 Batch 407/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.223 Epoch 37 Batch 408/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.889, Loss: 0.221 Epoch 37 Batch 409/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.889, Loss: 0.219 Epoch 37 Batch 410/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.889, Loss: 0.240 Epoch 37 Batch 411/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.884, Loss: 0.206 Epoch 37 Batch 412/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.890, Loss: 0.204 Epoch 37 Batch 413/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.186 Epoch 37 Batch 414/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.885, Loss: 0.212 Epoch 37 Batch 415/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.885, Loss: 0.221 Epoch 37 Batch 416/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.201 Epoch 37 Batch 417/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.261 Epoch 37 Batch 418/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.886, Loss: 0.196 Epoch 37 Batch 419/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.203 Epoch 37 Batch 420/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.886, Loss: 0.204 Epoch 37 Batch 421/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.239 Epoch 37 Batch 422/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.887, Loss: 0.199 Epoch 37 Batch 423/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.890, Loss: 0.231 Epoch 37 Batch 424/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.890, Loss: 0.210 Epoch 37 Batch 425/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.890, Loss: 0.201 Epoch 37 Batch 426/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.892, Loss: 0.229 Epoch 37 Batch 427/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.226 Epoch 37 Batch 428/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.892, Loss: 0.192 Epoch 37 Batch 429/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.194 Epoch 37 Batch 430/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.192 Epoch 37 Batch 431/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.200 Epoch 37 Batch 432/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.196 Epoch 37 Batch 433/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.896, Loss: 0.214 Epoch 37 Batch 434/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.208 Epoch 37 Batch 435/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.890, Loss: 0.230 Epoch 37 Batch 436/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.889, Loss: 0.207 Epoch 37 Batch 437/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.200 Epoch 37 Batch 438/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.218 Epoch 37 Batch 439/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.233 Epoch 37 Batch 440/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.897, Loss: 0.235 Epoch 37 Batch 441/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.217 Epoch 37 Batch 442/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.217 Epoch 37 Batch 443/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.891, Loss: 0.221 Epoch 37 Batch 444/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.892, Loss: 0.197 Epoch 37 Batch 445/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.895, Loss: 0.221 Epoch 37 Batch 446/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.893, Loss: 0.180 Epoch 37 Batch 447/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.207 Epoch 37 Batch 448/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.889, Loss: 0.241 Epoch 37 Batch 449/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.232 Epoch 37 Batch 450/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.890, Loss: 0.212 Epoch 37 Batch 451/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.229 Epoch 37 Batch 452/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.886, Loss: 0.241 Epoch 37 Batch 453/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.208 Epoch 37 Batch 454/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.218 Epoch 37 Batch 455/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.219 Epoch 37 Batch 456/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.216 Epoch 37 Batch 457/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.198 Epoch 37 Batch 458/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.221 Epoch 37 Batch 459/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.887, Loss: 0.208 Epoch 37 Batch 460/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.217 Epoch 37 Batch 461/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.195 Epoch 37 Batch 462/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.886, Loss: 0.212 Epoch 37 Batch 463/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.881, Loss: 0.234 Epoch 37 Batch 464/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.210 Epoch 37 Batch 465/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.235 Epoch 37 Batch 466/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.186 Epoch 37 Batch 467/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.900, Loss: 0.227 Epoch 37 Batch 468/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.237 Epoch 37 Batch 469/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.900, Loss: 0.211 Epoch 37 Batch 470/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.219 Epoch 37 Batch 471/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.899, Loss: 0.190 Epoch 37 Batch 472/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.202 Epoch 37 Batch 473/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.218 Epoch 37 Batch 474/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.212 Epoch 37 Batch 475/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.204 Epoch 37 Batch 476/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.887, Loss: 0.204 Epoch 37 Batch 477/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.891, Loss: 0.209 Epoch 37 Batch 478/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.886, Loss: 0.216 Epoch 37 Batch 479/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.886, Loss: 0.214 Epoch 37 Batch 480/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.886, Loss: 0.207 Epoch 37 Batch 481/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.886, Loss: 0.216 Epoch 37 Batch 482/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.223 Epoch 37 Batch 483/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.235 Epoch 37 Batch 484/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.890, Loss: 0.225 Epoch 37 Batch 485/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.889, Loss: 0.211 Epoch 37 Batch 486/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.886, Loss: 0.194 Epoch 37 Batch 487/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.887, Loss: 0.200 Epoch 37 Batch 488/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.888, Loss: 0.213 Epoch 37 Batch 489/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.207 Epoch 37 Batch 490/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.203 Epoch 37 Batch 491/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.225 Epoch 37 Batch 492/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.893, Loss: 0.223 Epoch 37 Batch 493/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.189 Epoch 37 Batch 494/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.203 Epoch 37 Batch 495/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.201 Epoch 37 Batch 496/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.230 Epoch 37 Batch 497/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.890, Loss: 0.226 Epoch 37 Batch 498/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.222 Epoch 37 Batch 499/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.889, Loss: 0.199 Epoch 37 Batch 500/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.894, Loss: 0.203 Epoch 37 Batch 501/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.202 Epoch 37 Batch 502/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.896, Loss: 0.213 Epoch 37 Batch 503/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.213 Epoch 37 Batch 504/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.898, Loss: 0.218 Epoch 37 Batch 505/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.175 Epoch 37 Batch 506/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.218 Epoch 37 Batch 507/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.895, Loss: 0.194 Epoch 37 Batch 508/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.199 Epoch 37 Batch 509/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.891, Loss: 0.255 Epoch 37 Batch 510/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.892, Loss: 0.207 Epoch 37 Batch 511/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.897, Loss: 0.222 Epoch 37 Batch 512/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.893, Loss: 0.199 Epoch 37 Batch 513/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.224 Epoch 37 Batch 514/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.891, Loss: 0.226 Epoch 37 Batch 515/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.891, Loss: 0.218 Epoch 37 Batch 516/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.185 Epoch 37 Batch 517/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.207 Epoch 37 Batch 518/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.180 Epoch 37 Batch 519/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.891, Loss: 0.218 Epoch 37 Batch 520/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.891, Loss: 0.194 Epoch 37 Batch 521/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.891, Loss: 0.206 Epoch 37 Batch 522/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.890, Loss: 0.245 Epoch 37 Batch 523/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.225 Epoch 37 Batch 524/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.216 Epoch 37 Batch 525/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.205 Epoch 37 Batch 526/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.892, Loss: 0.202 Epoch 37 Batch 527/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.218 Epoch 37 Batch 528/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.191 Epoch 37 Batch 529/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.891, Loss: 0.207 Epoch 37 Batch 530/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.216 Epoch 37 Batch 531/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.201 Epoch 37 Batch 532/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.894, Loss: 0.228 Epoch 37 Batch 533/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.894, Loss: 0.240 Epoch 37 Batch 534/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.894, Loss: 0.214 Epoch 37 Batch 535/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.894, Loss: 0.209 Epoch 37 Batch 536/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.205 Epoch 37 Batch 537/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.190 Epoch 37 Batch 538/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.885, Loss: 0.178 Epoch 37 Batch 539/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.223 Epoch 37 Batch 540/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.894, Loss: 0.198 Epoch 37 Batch 541/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.208 Epoch 37 Batch 542/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.204 Epoch 37 Batch 543/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.895, Loss: 0.215 Epoch 37 Batch 544/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.191 Epoch 37 Batch 545/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.235 Epoch 37 Batch 546/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.894, Loss: 0.229 Epoch 37 Batch 547/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.210 Epoch 37 Batch 548/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.239 Epoch 37 Batch 549/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.243 Epoch 37 Batch 550/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.889, Loss: 0.209 Epoch 37 Batch 551/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.891, Loss: 0.221 Epoch 37 Batch 552/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.241 Epoch 37 Batch 553/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.234 Epoch 37 Batch 554/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.198 Epoch 37 Batch 555/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.207 Epoch 37 Batch 556/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.194 Epoch 37 Batch 557/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.891, Loss: 0.211 Epoch 37 Batch 558/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.237 Epoch 37 Batch 559/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.224 Epoch 37 Batch 560/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.893, Loss: 0.207 Epoch 37 Batch 561/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.893, Loss: 0.197 Epoch 37 Batch 562/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.887, Loss: 0.191 Epoch 37 Batch 563/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.888, Loss: 0.238 Epoch 37 Batch 564/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.237 Epoch 37 Batch 565/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.884, Loss: 0.241 Epoch 37 Batch 566/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.253 Epoch 37 Batch 567/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.231 Epoch 37 Batch 568/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.884, Loss: 0.221 Epoch 37 Batch 569/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.884, Loss: 0.210 Epoch 37 Batch 570/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.236 Epoch 37 Batch 571/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.180 Epoch 37 Batch 572/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.890, Loss: 0.187 Epoch 37 Batch 573/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.888, Loss: 0.245 Epoch 37 Batch 574/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.888, Loss: 0.216 Epoch 37 Batch 575/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.209 Epoch 37 Batch 576/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.895, Loss: 0.209 Epoch 37 Batch 577/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.224 Epoch 37 Batch 578/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.894, Loss: 0.240 Epoch 37 Batch 579/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.187 Epoch 37 Batch 580/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.183 Epoch 37 Batch 581/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.190 Epoch 37 Batch 582/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.194 Epoch 37 Batch 583/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.230 Epoch 37 Batch 584/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.210 Epoch 37 Batch 585/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.189 Epoch 37 Batch 586/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.899, Loss: 0.207 Epoch 37 Batch 587/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.194 Epoch 37 Batch 588/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.200 Epoch 37 Batch 589/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.885, Loss: 0.207 Epoch 37 Batch 590/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.216 Epoch 37 Batch 591/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.186 Epoch 37 Batch 592/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.208 Epoch 37 Batch 593/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.217 Epoch 37 Batch 594/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.888, Loss: 0.216 Epoch 37 Batch 595/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.884, Loss: 0.201 Epoch 37 Batch 596/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.884, Loss: 0.222 Epoch 37 Batch 597/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.220 Epoch 37 Batch 598/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.227 Epoch 37 Batch 599/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.255 Epoch 37 Batch 600/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.206 Epoch 37 Batch 601/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.886, Loss: 0.217 Epoch 37 Batch 602/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.885, Loss: 0.210 Epoch 37 Batch 603/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.886, Loss: 0.218 Epoch 37 Batch 604/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.216 Epoch 37 Batch 605/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.237 Epoch 37 Batch 606/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.891, Loss: 0.199 Epoch 37 Batch 607/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.208 Epoch 37 Batch 608/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.891, Loss: 0.233 Epoch 37 Batch 609/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.892, Loss: 0.219 Epoch 37 Batch 610/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.241 Epoch 37 Batch 611/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.211 Epoch 37 Batch 612/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.895, Loss: 0.188 Epoch 37 Batch 613/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.226 Epoch 37 Batch 614/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.220 Epoch 37 Batch 615/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.211 Epoch 37 Batch 616/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.213 Epoch 37 Batch 617/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.205 Epoch 37 Batch 618/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.891, Loss: 0.222 Epoch 37 Batch 619/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.896, Loss: 0.196 Epoch 37 Batch 620/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.205 Epoch 37 Batch 621/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.899, Loss: 0.240 Epoch 37 Batch 622/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.221 Epoch 37 Batch 623/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.890, Loss: 0.232 Epoch 37 Batch 624/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.884, Loss: 0.208 Epoch 37 Batch 625/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.887, Loss: 0.205 Epoch 37 Batch 626/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.885, Loss: 0.198 Epoch 37 Batch 627/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.226 Epoch 37 Batch 628/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.231 Epoch 37 Batch 629/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.215 Epoch 37 Batch 630/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.890, Loss: 0.213 Epoch 37 Batch 631/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.230 Epoch 37 Batch 632/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.211 Epoch 37 Batch 633/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.224 Epoch 37 Batch 634/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.178 Epoch 37 Batch 635/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.885, Loss: 0.250 Epoch 37 Batch 636/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.215 Epoch 37 Batch 637/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.218 Epoch 37 Batch 638/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.889, Loss: 0.239 Epoch 37 Batch 639/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.208 Epoch 37 Batch 640/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.886, Loss: 0.206 Epoch 37 Batch 641/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.886, Loss: 0.198 Epoch 37 Batch 642/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.885, Loss: 0.218 Epoch 37 Batch 643/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.890, Loss: 0.197 Epoch 37 Batch 644/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.213 Epoch 37 Batch 645/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.216 Epoch 37 Batch 646/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.889, Loss: 0.219 Epoch 37 Batch 647/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.200 Epoch 37 Batch 648/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.199 Epoch 37 Batch 649/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.888, Loss: 0.211 Epoch 37 Batch 650/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.887, Loss: 0.227 Epoch 37 Batch 651/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.222 Epoch 37 Batch 652/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.890, Loss: 0.223 Epoch 37 Batch 653/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.235 Epoch 37 Batch 654/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.203 Epoch 37 Batch 655/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.223 Epoch 37 Batch 656/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.890, Loss: 0.209 Epoch 37 Batch 657/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.887, Loss: 0.211 Epoch 37 Batch 658/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.887, Loss: 0.201 Epoch 37 Batch 659/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.219 Epoch 37 Batch 660/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.893, Loss: 0.216 Epoch 37 Batch 661/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.889, Loss: 0.198 Epoch 37 Batch 662/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.890, Loss: 0.186 Epoch 37 Batch 663/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.195 Epoch 37 Batch 664/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.886, Loss: 0.207 Epoch 37 Batch 665/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.212 Epoch 37 Batch 666/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.888, Loss: 0.214 Epoch 37 Batch 667/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.231 Epoch 37 Batch 668/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.213 Epoch 37 Batch 669/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.208 Epoch 37 Batch 670/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.197 Epoch 37 Batch 671/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.242 Epoch 37 Batch 672/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.894, Loss: 0.210 Epoch 37 Batch 673/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.892, Loss: 0.192 Epoch 37 Batch 674/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.893, Loss: 0.214 Epoch 37 Batch 675/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.215 Epoch 37 Batch 676/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.200 Epoch 37 Batch 677/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.234 Epoch 37 Batch 678/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.195 Epoch 37 Batch 679/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.236 Epoch 37 Batch 680/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.888, Loss: 0.207 Epoch 37 Batch 681/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.887, Loss: 0.225 Epoch 37 Batch 682/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.889, Loss: 0.211 Epoch 37 Batch 683/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.881, Loss: 0.207 Epoch 37 Batch 684/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.882, Loss: 0.212 Epoch 37 Batch 685/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.882, Loss: 0.232 Epoch 37 Batch 686/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.197 Epoch 37 Batch 687/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.225 Epoch 37 Batch 688/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.886, Loss: 0.209 Epoch 37 Batch 689/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.884, Loss: 0.180 Epoch 37 Batch 690/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.221 Epoch 37 Batch 691/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.890, Loss: 0.234 Epoch 37 Batch 692/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.205 Epoch 37 Batch 693/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.893, Loss: 0.236 Epoch 37 Batch 694/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.208 Epoch 37 Batch 695/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.198 Epoch 37 Batch 696/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.891, Loss: 0.237 Epoch 37 Batch 697/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.202 Epoch 37 Batch 698/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.201 Epoch 37 Batch 699/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.195 Epoch 37 Batch 700/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.893, Loss: 0.189 Epoch 37 Batch 701/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.219 Epoch 37 Batch 702/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.894, Loss: 0.239 Epoch 37 Batch 703/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.220 Epoch 37 Batch 704/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.243 Epoch 37 Batch 705/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.225 Epoch 37 Batch 706/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.243 Epoch 37 Batch 707/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.206 Epoch 37 Batch 708/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.217 Epoch 37 Batch 709/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.230 Epoch 37 Batch 710/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.220 Epoch 37 Batch 711/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.262 Epoch 37 Batch 712/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.894, Loss: 0.211 Epoch 37 Batch 713/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.193 Epoch 37 Batch 714/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.888, Loss: 0.191 Epoch 37 Batch 715/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.888, Loss: 0.244 Epoch 37 Batch 716/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.884, Loss: 0.189 Epoch 37 Batch 717/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.879, Loss: 0.195 Epoch 37 Batch 718/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.215 Epoch 37 Batch 719/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.213 Epoch 37 Batch 720/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.886, Loss: 0.238 Epoch 37 Batch 721/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.209 Epoch 37 Batch 722/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.887, Loss: 0.206 Epoch 37 Batch 723/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.889, Loss: 0.225 Epoch 37 Batch 724/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.237 Epoch 37 Batch 725/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.184 Epoch 37 Batch 726/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.214 Epoch 37 Batch 727/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.899, Loss: 0.194 Epoch 37 Batch 728/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.897, Loss: 0.222 Epoch 37 Batch 729/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.897, Loss: 0.232 Epoch 37 Batch 730/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.891, Loss: 0.214 Epoch 37 Batch 731/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.217 Epoch 37 Batch 732/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.222 Epoch 37 Batch 733/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.888, Loss: 0.221 Epoch 37 Batch 734/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.889, Loss: 0.249 Epoch 37 Batch 735/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.880, Loss: 0.203 Epoch 37 Batch 736/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.881, Loss: 0.189 Epoch 37 Batch 737/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.881, Loss: 0.239 Epoch 37 Batch 738/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.881, Loss: 0.169 Epoch 37 Batch 739/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.881, Loss: 0.218 Epoch 37 Batch 740/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.882, Loss: 0.195 Epoch 37 Batch 741/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.216 Epoch 37 Batch 742/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.214 Epoch 37 Batch 743/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.888, Loss: 0.225 Epoch 37 Batch 744/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.187 Epoch 37 Batch 745/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.221 Epoch 37 Batch 746/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.888, Loss: 0.209 Epoch 37 Batch 747/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.187 Epoch 37 Batch 748/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.211 Epoch 37 Batch 749/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.888, Loss: 0.209 Epoch 37 Batch 750/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.207 Epoch 37 Batch 751/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.213 Epoch 37 Batch 752/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.193 Epoch 37 Batch 753/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.201 Epoch 37 Batch 754/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.235 Epoch 37 Batch 755/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.211 Epoch 37 Batch 756/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.198 Epoch 37 Batch 757/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.237 Epoch 37 Batch 758/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.171 Epoch 37 Batch 759/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.192 Epoch 37 Batch 760/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.225 Epoch 37 Batch 761/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.895, Loss: 0.215 Epoch 37 Batch 762/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.891, Loss: 0.194 Epoch 37 Batch 763/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.892, Loss: 0.187 Epoch 37 Batch 764/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.892, Loss: 0.206 Epoch 37 Batch 765/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.194 Epoch 37 Batch 766/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.232 Epoch 37 Batch 767/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.197 Epoch 37 Batch 768/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.208 Epoch 37 Batch 769/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.211 Epoch 37 Batch 770/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.896, Loss: 0.211 Epoch 37 Batch 771/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.213 Epoch 37 Batch 772/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.891, Loss: 0.203 Epoch 37 Batch 773/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.895, Loss: 0.193 Epoch 37 Batch 774/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.218 Epoch 37 Batch 775/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.214 Epoch 37 Batch 776/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.895, Loss: 0.204 Epoch 37 Batch 777/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.895, Loss: 0.223 Epoch 37 Batch 778/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.194 Epoch 37 Batch 779/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.240 Epoch 37 Batch 780/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.901, Loss: 0.249 Epoch 37 Batch 781/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.901, Loss: 0.185 Epoch 37 Batch 782/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.187 Epoch 37 Batch 783/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.218 Epoch 37 Batch 784/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.893, Loss: 0.203 Epoch 37 Batch 785/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.892, Loss: 0.195 Epoch 37 Batch 786/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.211 Epoch 37 Batch 787/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.206 Epoch 37 Batch 788/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.893, Loss: 0.200 Epoch 37 Batch 789/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.207 Epoch 37 Batch 790/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.898, Loss: 0.248 Epoch 37 Batch 791/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.234 Epoch 37 Batch 792/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.219 Epoch 37 Batch 793/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.895, Loss: 0.214 Epoch 37 Batch 794/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.232 Epoch 37 Batch 795/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.234 Epoch 37 Batch 796/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.220 Epoch 37 Batch 797/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.891, Loss: 0.206 Epoch 37 Batch 798/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.202 Epoch 37 Batch 799/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.229 Epoch 37 Batch 800/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.891, Loss: 0.194 Epoch 37 Batch 801/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.220 Epoch 37 Batch 802/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.216 Epoch 37 Batch 803/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.232 Epoch 37 Batch 804/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.887, Loss: 0.204 Epoch 37 Batch 805/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.228 Epoch 37 Batch 806/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.891, Loss: 0.227 Epoch 37 Batch 807/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.892, Loss: 0.189 Epoch 37 Batch 808/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.225 Epoch 37 Batch 809/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.242 Epoch 37 Batch 810/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.194 Epoch 37 Batch 811/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.196 Epoch 37 Batch 812/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.892, Loss: 0.250 Epoch 37 Batch 813/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.187 Epoch 37 Batch 814/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.231 Epoch 37 Batch 815/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.204 Epoch 37 Batch 816/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.888, Loss: 0.219 Epoch 37 Batch 817/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.234 Epoch 37 Batch 818/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.889, Loss: 0.213 Epoch 37 Batch 819/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.889, Loss: 0.199 Epoch 37 Batch 820/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.889, Loss: 0.223 Epoch 37 Batch 821/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.884, Loss: 0.194 Epoch 37 Batch 822/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.884, Loss: 0.210 Epoch 37 Batch 823/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.884, Loss: 0.201 Epoch 37 Batch 824/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.884, Loss: 0.204 Epoch 37 Batch 825/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.884, Loss: 0.200 Epoch 37 Batch 826/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.889, Loss: 0.211 Epoch 37 Batch 827/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.228 Epoch 37 Batch 828/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.199 Epoch 37 Batch 829/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.889, Loss: 0.250 Epoch 37 Batch 830/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.891, Loss: 0.225 Epoch 37 Batch 831/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.891, Loss: 0.228 Epoch 37 Batch 832/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.215 Epoch 37 Batch 833/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.224 Epoch 37 Batch 834/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.209 Epoch 37 Batch 835/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.199 Epoch 37 Batch 836/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.230 Epoch 37 Batch 837/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.252 Epoch 37 Batch 838/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.194 Epoch 37 Batch 839/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.194 Epoch 37 Batch 840/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.902, Loss: 0.223 Epoch 37 Batch 841/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.899, Loss: 0.233 Epoch 37 Batch 842/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.189 Epoch 37 Batch 843/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.207 Epoch 37 Batch 844/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.901, Loss: 0.196 Epoch 37 Batch 845/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.896, Loss: 0.203 Epoch 37 Batch 846/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.896, Loss: 0.234 Epoch 37 Batch 847/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.226 Epoch 37 Batch 848/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.896, Loss: 0.206 Epoch 37 Batch 849/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.193 Epoch 37 Batch 850/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.231 Epoch 37 Batch 851/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.224 Epoch 37 Batch 852/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.896, Loss: 0.240 Epoch 37 Batch 853/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.897, Loss: 0.197 Epoch 37 Batch 854/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.230 Epoch 37 Batch 855/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.207 Epoch 37 Batch 856/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.218 Epoch 37 Batch 857/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.191 Epoch 37 Batch 858/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.220 Epoch 37 Batch 859/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.236 Epoch 37 Batch 860/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.218 Epoch 37 Batch 861/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.209 Epoch 37 Batch 862/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.904, Loss: 0.211 Epoch 37 Batch 863/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.194 Epoch 37 Batch 864/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.907, Loss: 0.213 Epoch 37 Batch 865/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.203 Epoch 37 Batch 866/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.218 Epoch 37 Batch 867/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.907, Loss: 0.278 Epoch 37 Batch 868/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.208 Epoch 37 Batch 869/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.216 Epoch 37 Batch 870/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.906, Loss: 0.247 Epoch 37 Batch 871/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.209 Epoch 37 Batch 872/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.203 Epoch 37 Batch 873/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.208 Epoch 37 Batch 874/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.910, Loss: 0.238 Epoch 37 Batch 875/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.910, Loss: 0.227 Epoch 37 Batch 876/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.203 Epoch 37 Batch 877/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.189 Epoch 37 Batch 878/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.904, Loss: 0.211 Epoch 37 Batch 879/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.179 Epoch 37 Batch 880/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.217 Epoch 37 Batch 881/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.217 Epoch 37 Batch 882/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.222 Epoch 37 Batch 883/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.257 Epoch 37 Batch 884/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.899, Loss: 0.201 Epoch 37 Batch 885/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.898, Loss: 0.177 Epoch 37 Batch 886/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.235 Epoch 37 Batch 887/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.899, Loss: 0.218 Epoch 37 Batch 888/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.198 Epoch 37 Batch 889/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.230 Epoch 37 Batch 890/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.895, Loss: 0.198 Epoch 37 Batch 891/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.891, Loss: 0.208 Epoch 37 Batch 892/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.196 Epoch 37 Batch 893/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.209 Epoch 37 Batch 894/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.889, Loss: 0.194 Epoch 37 Batch 895/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.216 Epoch 37 Batch 896/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.890, Loss: 0.231 Epoch 37 Batch 897/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.195 Epoch 37 Batch 898/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.896, Loss: 0.192 Epoch 37 Batch 899/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.896, Loss: 0.202 Epoch 37 Batch 900/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.235 Epoch 37 Batch 901/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.244 Epoch 37 Batch 902/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.900, Loss: 0.214 Epoch 37 Batch 903/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.206 Epoch 37 Batch 904/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.201 Epoch 37 Batch 905/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.205 Epoch 37 Batch 906/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.209 Epoch 37 Batch 907/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.906, Loss: 0.193 Epoch 37 Batch 908/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.213 Epoch 37 Batch 909/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.217 Epoch 37 Batch 910/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.201 Epoch 37 Batch 911/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.193 Epoch 37 Batch 912/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.224 Epoch 37 Batch 913/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.247 Epoch 37 Batch 914/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.228 Epoch 37 Batch 915/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.907, Loss: 0.223 Epoch 37 Batch 916/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.221 Epoch 37 Batch 917/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.204 Epoch 37 Batch 918/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.189 Epoch 37 Batch 919/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.209 Epoch 37 Batch 920/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.240 Epoch 37 Batch 921/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.215 Epoch 37 Batch 922/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.202 Epoch 37 Batch 923/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.211 Epoch 37 Batch 924/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.245 Epoch 37 Batch 925/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.199 Epoch 37 Batch 926/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.897, Loss: 0.223 Epoch 37 Batch 927/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.230 Epoch 37 Batch 928/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.218 Epoch 37 Batch 929/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.241 Epoch 37 Batch 930/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.197 Epoch 37 Batch 931/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.211 Epoch 37 Batch 932/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.894, Loss: 0.200 Epoch 37 Batch 933/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.894, Loss: 0.236 Epoch 37 Batch 934/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.888, Loss: 0.201 Epoch 37 Batch 935/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.887, Loss: 0.210 Epoch 37 Batch 936/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.221 Epoch 37 Batch 937/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.887, Loss: 0.229 Epoch 37 Batch 938/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.243 Epoch 37 Batch 939/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.886, Loss: 0.231 Epoch 37 Batch 940/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.882, Loss: 0.201 Epoch 37 Batch 941/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.882, Loss: 0.184 Epoch 37 Batch 942/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.882, Loss: 0.200 Epoch 37 Batch 943/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.216 Epoch 37 Batch 944/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.883, Loss: 0.198 Epoch 37 Batch 945/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.884, Loss: 0.205 Epoch 37 Batch 946/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.884, Loss: 0.202 Epoch 37 Batch 947/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.884, Loss: 0.272 Epoch 37 Batch 948/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.881, Loss: 0.198 Epoch 37 Batch 949/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.886, Loss: 0.192 Epoch 37 Batch 950/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.198 Epoch 37 Batch 951/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.886, Loss: 0.216 Epoch 37 Batch 952/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.886, Loss: 0.183 Epoch 37 Batch 953/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.890, Loss: 0.184 Epoch 37 Batch 954/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.885, Loss: 0.215 Epoch 37 Batch 955/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.198 Epoch 37 Batch 956/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.893, Loss: 0.216 Epoch 37 Batch 957/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.225 Epoch 37 Batch 958/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.904, Loss: 0.226 Epoch 37 Batch 959/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.199 Epoch 37 Batch 960/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.198 Epoch 37 Batch 961/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.229 Epoch 37 Batch 962/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.207 Epoch 37 Batch 963/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.242 Epoch 37 Batch 964/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.181 Epoch 37 Batch 965/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.246 Epoch 37 Batch 966/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.177 Epoch 37 Batch 967/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.200 Epoch 37 Batch 968/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.898, Loss: 0.242 Epoch 37 Batch 969/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.242 Epoch 37 Batch 970/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.891, Loss: 0.213 Epoch 37 Batch 971/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.891, Loss: 0.193 Epoch 37 Batch 972/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.212 Epoch 37 Batch 973/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.895, Loss: 0.178 Epoch 37 Batch 974/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.190 Epoch 37 Batch 975/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.901, Loss: 0.193 Epoch 37 Batch 976/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.190 Epoch 37 Batch 977/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.180 Epoch 37 Batch 978/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.228 Epoch 37 Batch 979/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.229 Epoch 37 Batch 980/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.210 Epoch 37 Batch 981/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.899, Loss: 0.220 Epoch 37 Batch 982/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.900, Loss: 0.212 Epoch 37 Batch 983/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.202 Epoch 37 Batch 984/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.900, Loss: 0.235 Epoch 37 Batch 985/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.901, Loss: 0.196 Epoch 37 Batch 986/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.900, Loss: 0.221 Epoch 37 Batch 987/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.901, Loss: 0.194 Epoch 37 Batch 988/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.221 Epoch 37 Batch 989/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.216 Epoch 37 Batch 990/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.223 Epoch 37 Batch 991/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.217 Epoch 37 Batch 992/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.214 Epoch 37 Batch 993/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.189 Epoch 37 Batch 994/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.191 Epoch 37 Batch 995/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.219 Epoch 37 Batch 996/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.901, Loss: 0.217 Epoch 37 Batch 997/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.234 Epoch 37 Batch 998/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.207 Epoch 37 Batch 999/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.213 Epoch 37 Batch 1000/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.196 Epoch 37 Batch 1001/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.178 Epoch 37 Batch 1002/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.191 Epoch 37 Batch 1003/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.214 Epoch 37 Batch 1004/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.230 Epoch 37 Batch 1005/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.208 Epoch 37 Batch 1006/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.185 Epoch 37 Batch 1007/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.897, Loss: 0.210 Epoch 37 Batch 1008/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.223 Epoch 37 Batch 1009/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.897, Loss: 0.191 Epoch 37 Batch 1010/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.901, Loss: 0.205 Epoch 37 Batch 1011/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.220 Epoch 37 Batch 1012/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.187 Epoch 37 Batch 1013/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.182 Epoch 37 Batch 1014/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.227 Epoch 37 Batch 1015/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.898, Loss: 0.249 Epoch 37 Batch 1016/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.896, Loss: 0.221 Epoch 37 Batch 1017/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.216 Epoch 37 Batch 1018/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.896, Loss: 0.221 Epoch 37 Batch 1019/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.886, Loss: 0.239 Epoch 37 Batch 1020/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.889, Loss: 0.209 Epoch 37 Batch 1021/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.206 Epoch 37 Batch 1022/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.888, Loss: 0.188 Epoch 37 Batch 1023/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.888, Loss: 0.205 Epoch 37 Batch 1024/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.888, Loss: 0.238 Epoch 37 Batch 1025/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.884, Loss: 0.215 Epoch 37 Batch 1026/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.884, Loss: 0.223 Epoch 37 Batch 1027/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.884, Loss: 0.217 Epoch 37 Batch 1028/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.886, Loss: 0.201 Epoch 37 Batch 1029/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.212 Epoch 37 Batch 1030/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.886, Loss: 0.217 Epoch 37 Batch 1031/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.880, Loss: 0.216 Epoch 37 Batch 1032/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.886, Loss: 0.237 Epoch 37 Batch 1033/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.194 Epoch 37 Batch 1034/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.883, Loss: 0.202 Epoch 37 Batch 1035/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.882, Loss: 0.184 Epoch 37 Batch 1036/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.887, Loss: 0.231 Epoch 37 Batch 1037/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.888, Loss: 0.216 Epoch 37 Batch 1038/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.888, Loss: 0.220 Epoch 37 Batch 1039/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.198 Epoch 37 Batch 1040/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.885, Loss: 0.212 Epoch 37 Batch 1041/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.885, Loss: 0.226 Epoch 37 Batch 1042/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.880, Loss: 0.205 Epoch 37 Batch 1043/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.880, Loss: 0.229 Epoch 37 Batch 1044/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.885, Loss: 0.221 Epoch 37 Batch 1045/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.887, Loss: 0.212 Epoch 37 Batch 1046/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.887, Loss: 0.178 Epoch 37 Batch 1047/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.884, Loss: 0.203 Epoch 37 Batch 1048/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.889, Loss: 0.197 Epoch 37 Batch 1049/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.894, Loss: 0.223 Epoch 37 Batch 1050/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.180 Epoch 37 Batch 1051/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.219 Epoch 37 Batch 1052/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.196 Epoch 37 Batch 1053/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.211 Epoch 37 Batch 1054/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.888, Loss: 0.209 Epoch 37 Batch 1055/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.217 Epoch 37 Batch 1056/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.205 Epoch 37 Batch 1057/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.888, Loss: 0.232 Epoch 37 Batch 1058/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.888, Loss: 0.240 Epoch 37 Batch 1059/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.889, Loss: 0.246 Epoch 37 Batch 1060/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.193 Epoch 37 Batch 1061/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.890, Loss: 0.234 Epoch 37 Batch 1062/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.889, Loss: 0.202 Epoch 37 Batch 1063/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.889, Loss: 0.210 Epoch 37 Batch 1064/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.889, Loss: 0.204 Epoch 37 Batch 1065/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.200 Epoch 37 Batch 1066/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.194 Epoch 37 Batch 1067/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.215 Epoch 37 Batch 1068/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.197 Epoch 37 Batch 1069/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.189 Epoch 37 Batch 1070/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.901, Loss: 0.192 Epoch 37 Batch 1071/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.206 Epoch 37 Batch 1072/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.215 Epoch 37 Batch 1073/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.234 Epoch 37 Batch 1074/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.247 Epoch 37 Batch 1075/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.255 Epoch 38 Batch 0/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.182 Epoch 38 Batch 1/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.196 Epoch 38 Batch 2/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.903, Loss: 0.196 Epoch 38 Batch 3/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.908, Loss: 0.190 Epoch 38 Batch 4/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.217 Epoch 38 Batch 5/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.905, Loss: 0.231 Epoch 38 Batch 6/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.225 Epoch 38 Batch 7/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.170 Epoch 38 Batch 8/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.219 Epoch 38 Batch 9/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.891, Loss: 0.223 Epoch 38 Batch 10/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.896, Loss: 0.221 Epoch 38 Batch 11/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.216 Epoch 38 Batch 12/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.889, Loss: 0.226 Epoch 38 Batch 13/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.889, Loss: 0.225 Epoch 38 Batch 14/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.884, Loss: 0.193 Epoch 38 Batch 15/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.880, Loss: 0.202 Epoch 38 Batch 16/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.880, Loss: 0.213 Epoch 38 Batch 17/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.880, Loss: 0.196 Epoch 38 Batch 18/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.885, Loss: 0.229 Epoch 38 Batch 19/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.208 Epoch 38 Batch 20/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.196 Epoch 38 Batch 21/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.892, Loss: 0.222 Epoch 38 Batch 22/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.211 Epoch 38 Batch 23/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.887, Loss: 0.205 Epoch 38 Batch 24/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.882, Loss: 0.218 Epoch 38 Batch 25/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.887, Loss: 0.193 Epoch 38 Batch 26/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.887, Loss: 0.220 Epoch 38 Batch 27/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.202 Epoch 38 Batch 28/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.891, Loss: 0.196 Epoch 38 Batch 29/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.211 Epoch 38 Batch 30/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.203 Epoch 38 Batch 31/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.199 Epoch 38 Batch 32/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.208 Epoch 38 Batch 33/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.901, Loss: 0.188 Epoch 38 Batch 34/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.212 Epoch 38 Batch 35/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.201 Epoch 38 Batch 36/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.206 Epoch 38 Batch 37/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.896, Loss: 0.219 Epoch 38 Batch 38/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.226 Epoch 38 Batch 39/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.224 Epoch 38 Batch 40/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.204 Epoch 38 Batch 41/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.897, Loss: 0.219 Epoch 38 Batch 42/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.901, Loss: 0.235 Epoch 38 Batch 43/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.207 Epoch 38 Batch 44/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.898, Loss: 0.201 Epoch 38 Batch 45/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.902, Loss: 0.214 Epoch 38 Batch 46/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.897, Loss: 0.217 Epoch 38 Batch 47/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.207 Epoch 38 Batch 48/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.233 Epoch 38 Batch 49/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.214 Epoch 38 Batch 50/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.898, Loss: 0.194 Epoch 38 Batch 51/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.205 Epoch 38 Batch 52/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.208 Epoch 38 Batch 53/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.195 Epoch 38 Batch 54/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.904, Loss: 0.246 Epoch 38 Batch 55/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.206 Epoch 38 Batch 56/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.182 Epoch 38 Batch 57/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.906, Loss: 0.198 Epoch 38 Batch 58/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.198 Epoch 38 Batch 59/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.211 Epoch 38 Batch 60/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.189 Epoch 38 Batch 61/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.222 Epoch 38 Batch 62/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.238 Epoch 38 Batch 63/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.201 Epoch 38 Batch 64/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.905, Loss: 0.184 Epoch 38 Batch 65/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.219 Epoch 38 Batch 66/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.910, Loss: 0.184 Epoch 38 Batch 67/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.213 Epoch 38 Batch 68/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.227 Epoch 38 Batch 69/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.907, Loss: 0.245 Epoch 38 Batch 70/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.241 Epoch 38 Batch 71/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.905, Loss: 0.198 Epoch 38 Batch 72/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.231 Epoch 38 Batch 73/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.219 Epoch 38 Batch 74/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.185 Epoch 38 Batch 75/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.261 Epoch 38 Batch 76/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.906, Loss: 0.187 Epoch 38 Batch 77/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.216 Epoch 38 Batch 78/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.903, Loss: 0.218 Epoch 38 Batch 79/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.213 Epoch 38 Batch 80/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.212 Epoch 38 Batch 81/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.894, Loss: 0.199 Epoch 38 Batch 82/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.178 Epoch 38 Batch 83/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.228 Epoch 38 Batch 84/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.218 Epoch 38 Batch 85/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.206 Epoch 38 Batch 86/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.898, Loss: 0.203 Epoch 38 Batch 87/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.238 Epoch 38 Batch 88/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.898, Loss: 0.244 Epoch 38 Batch 89/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.210 Epoch 38 Batch 90/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.209 Epoch 38 Batch 91/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.186 Epoch 38 Batch 92/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.905, Loss: 0.213 Epoch 38 Batch 93/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.206 Epoch 38 Batch 94/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.198 Epoch 38 Batch 95/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.239 Epoch 38 Batch 96/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.915, Loss: 0.196 Epoch 38 Batch 97/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.915, Loss: 0.216 Epoch 38 Batch 98/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.911, Loss: 0.201 Epoch 38 Batch 99/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.911, Loss: 0.225 Epoch 38 Batch 100/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.209 Epoch 38 Batch 101/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.909, Loss: 0.210 Epoch 38 Batch 102/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.204 Epoch 38 Batch 103/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.258 Epoch 38 Batch 104/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.233 Epoch 38 Batch 105/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.216 Epoch 38 Batch 106/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.890, Loss: 0.235 Epoch 38 Batch 107/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.889, Loss: 0.205 Epoch 38 Batch 108/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.890, Loss: 0.210 Epoch 38 Batch 109/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.885, Loss: 0.212 Epoch 38 Batch 110/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.194 Epoch 38 Batch 111/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.200 Epoch 38 Batch 112/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.893, Loss: 0.190 Epoch 38 Batch 113/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.205 Epoch 38 Batch 114/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.186 Epoch 38 Batch 115/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.235 Epoch 38 Batch 116/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.890, Loss: 0.224 Epoch 38 Batch 117/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.224 Epoch 38 Batch 118/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.890, Loss: 0.214 Epoch 38 Batch 119/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.211 Epoch 38 Batch 120/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.886, Loss: 0.233 Epoch 38 Batch 121/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.212 Epoch 38 Batch 122/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.881, Loss: 0.202 Epoch 38 Batch 123/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.885, Loss: 0.192 Epoch 38 Batch 124/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.885, Loss: 0.228 Epoch 38 Batch 125/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.886, Loss: 0.228 Epoch 38 Batch 126/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.881, Loss: 0.183 Epoch 38 Batch 127/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.882, Loss: 0.201 Epoch 38 Batch 128/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.882, Loss: 0.194 Epoch 38 Batch 129/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.882, Loss: 0.218 Epoch 38 Batch 130/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.887, Loss: 0.185 Epoch 38 Batch 131/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.204 Epoch 38 Batch 132/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.892, Loss: 0.240 Epoch 38 Batch 133/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.204 Epoch 38 Batch 134/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.891, Loss: 0.200 Epoch 38 Batch 135/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.891, Loss: 0.203 Epoch 38 Batch 136/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.199 Epoch 38 Batch 137/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.188 Epoch 38 Batch 138/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.209 Epoch 38 Batch 139/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.238 Epoch 38 Batch 140/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.896, Loss: 0.201 Epoch 38 Batch 141/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.192 Epoch 38 Batch 142/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.896, Loss: 0.208 Epoch 38 Batch 143/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.896, Loss: 0.194 Epoch 38 Batch 144/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.229 Epoch 38 Batch 145/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.224 Epoch 38 Batch 146/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.241 Epoch 38 Batch 147/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.889, Loss: 0.221 Epoch 38 Batch 148/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.213 Epoch 38 Batch 149/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.198 Epoch 38 Batch 150/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.195 Epoch 38 Batch 151/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.894, Loss: 0.198 Epoch 38 Batch 152/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.234 Epoch 38 Batch 153/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.894, Loss: 0.217 Epoch 38 Batch 154/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.217 Epoch 38 Batch 155/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.221 Epoch 38 Batch 156/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.201 Epoch 38 Batch 157/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.209 Epoch 38 Batch 158/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.216 Epoch 38 Batch 159/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.893, Loss: 0.177 Epoch 38 Batch 160/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.197 Epoch 38 Batch 161/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.231 Epoch 38 Batch 162/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.244 Epoch 38 Batch 163/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.892, Loss: 0.243 Epoch 38 Batch 164/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.234 Epoch 38 Batch 165/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.903, Loss: 0.188 Epoch 38 Batch 166/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.256 Epoch 38 Batch 167/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.907, Loss: 0.216 Epoch 38 Batch 168/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.912, Loss: 0.241 Epoch 38 Batch 169/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.210 Epoch 38 Batch 170/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.912, Loss: 0.249 Epoch 38 Batch 171/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.200 Epoch 38 Batch 172/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.199 Epoch 38 Batch 173/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.224 Epoch 38 Batch 174/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.201 Epoch 38 Batch 175/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.191 Epoch 38 Batch 176/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.197 Epoch 38 Batch 177/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.892, Loss: 0.224 Epoch 38 Batch 178/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.893, Loss: 0.191 Epoch 38 Batch 179/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.207 Epoch 38 Batch 180/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.886, Loss: 0.197 Epoch 38 Batch 181/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.230 Epoch 38 Batch 182/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.881, Loss: 0.209 Epoch 38 Batch 183/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.881, Loss: 0.233 Epoch 38 Batch 184/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.886, Loss: 0.206 Epoch 38 Batch 185/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.226 Epoch 38 Batch 186/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.881, Loss: 0.207 Epoch 38 Batch 187/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.877, Loss: 0.184 Epoch 38 Batch 188/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.878, Loss: 0.219 Epoch 38 Batch 189/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.878, Loss: 0.217 Epoch 38 Batch 190/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.879, Loss: 0.212 Epoch 38 Batch 191/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.883, Loss: 0.197 Epoch 38 Batch 192/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.216 Epoch 38 Batch 193/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.888, Loss: 0.201 Epoch 38 Batch 194/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.887, Loss: 0.185 Epoch 38 Batch 195/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.891, Loss: 0.194 Epoch 38 Batch 196/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.211 Epoch 38 Batch 197/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.226 Epoch 38 Batch 198/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.210 Epoch 38 Batch 199/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.179 Epoch 38 Batch 200/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.207 Epoch 38 Batch 201/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.184 Epoch 38 Batch 202/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.200 Epoch 38 Batch 203/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.889, Loss: 0.201 Epoch 38 Batch 204/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.882, Loss: 0.260 Epoch 38 Batch 205/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.213 Epoch 38 Batch 206/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.887, Loss: 0.184 Epoch 38 Batch 207/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.887, Loss: 0.191 Epoch 38 Batch 208/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.258 Epoch 38 Batch 209/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.888, Loss: 0.185 Epoch 38 Batch 210/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.199 Epoch 38 Batch 211/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.195 Epoch 38 Batch 212/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.180 Epoch 38 Batch 213/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.895, Loss: 0.182 Epoch 38 Batch 214/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.205 Epoch 38 Batch 215/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.897, Loss: 0.222 Epoch 38 Batch 216/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.212 Epoch 38 Batch 217/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.203 Epoch 38 Batch 218/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.228 Epoch 38 Batch 219/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.901, Loss: 0.208 Epoch 38 Batch 220/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.899, Loss: 0.208 Epoch 38 Batch 221/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.196 Epoch 38 Batch 222/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.214 Epoch 38 Batch 223/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.901, Loss: 0.180 Epoch 38 Batch 224/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.905, Loss: 0.229 Epoch 38 Batch 225/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.229 Epoch 38 Batch 226/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.195 Epoch 38 Batch 227/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.896, Loss: 0.238 Epoch 38 Batch 228/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.194 Epoch 38 Batch 229/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.219 Epoch 38 Batch 230/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.888, Loss: 0.188 Epoch 38 Batch 231/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.227 Epoch 38 Batch 232/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.887, Loss: 0.209 Epoch 38 Batch 233/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.234 Epoch 38 Batch 234/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.882, Loss: 0.226 Epoch 38 Batch 235/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.882, Loss: 0.207 Epoch 38 Batch 236/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.881, Loss: 0.222 Epoch 38 Batch 237/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.882, Loss: 0.193 Epoch 38 Batch 238/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.881, Loss: 0.206 Epoch 38 Batch 239/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.881, Loss: 0.175 Epoch 38 Batch 240/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.887, Loss: 0.182 Epoch 38 Batch 241/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.888, Loss: 0.186 Epoch 38 Batch 242/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.889, Loss: 0.220 Epoch 38 Batch 243/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.889, Loss: 0.218 Epoch 38 Batch 244/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.890, Loss: 0.205 Epoch 38 Batch 245/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.889, Loss: 0.184 Epoch 38 Batch 246/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.217 Epoch 38 Batch 247/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.893, Loss: 0.202 Epoch 38 Batch 248/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.206 Epoch 38 Batch 249/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.221 Epoch 38 Batch 250/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.207 Epoch 38 Batch 251/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.214 Epoch 38 Batch 252/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.208 Epoch 38 Batch 253/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.902, Loss: 0.202 Epoch 38 Batch 254/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.217 Epoch 38 Batch 255/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.903, Loss: 0.210 Epoch 38 Batch 256/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.240 Epoch 38 Batch 257/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.899, Loss: 0.190 Epoch 38 Batch 258/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.209 Epoch 38 Batch 259/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.204 Epoch 38 Batch 260/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.183 Epoch 38 Batch 261/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.204 Epoch 38 Batch 262/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.194 Epoch 38 Batch 263/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.902, Loss: 0.204 Epoch 38 Batch 264/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.209 Epoch 38 Batch 265/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.199 Epoch 38 Batch 266/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.214 Epoch 38 Batch 267/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.901, Loss: 0.182 Epoch 38 Batch 268/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.218 Epoch 38 Batch 269/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.238 Epoch 38 Batch 270/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.233 Epoch 38 Batch 271/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.210 Epoch 38 Batch 272/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.263 Epoch 38 Batch 273/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.880, Loss: 0.182 Epoch 38 Batch 274/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.881, Loss: 0.214 Epoch 38 Batch 275/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.880, Loss: 0.219 Epoch 38 Batch 276/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.881, Loss: 0.259 Epoch 38 Batch 277/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.881, Loss: 0.178 Epoch 38 Batch 278/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.886, Loss: 0.230 Epoch 38 Batch 279/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.233 Epoch 38 Batch 280/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.891, Loss: 0.208 Epoch 38 Batch 281/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.225 Epoch 38 Batch 282/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.261 Epoch 38 Batch 283/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.888, Loss: 0.214 Epoch 38 Batch 284/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.886, Loss: 0.225 Epoch 38 Batch 285/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.210 Epoch 38 Batch 286/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.179 Epoch 38 Batch 287/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.208 Epoch 38 Batch 288/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.229 Epoch 38 Batch 289/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.223 Epoch 38 Batch 290/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.247 Epoch 38 Batch 291/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.237 Epoch 38 Batch 292/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.893, Loss: 0.200 Epoch 38 Batch 293/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.890, Loss: 0.220 Epoch 38 Batch 294/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.221 Epoch 38 Batch 295/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.237 Epoch 38 Batch 296/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.888, Loss: 0.204 Epoch 38 Batch 297/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.888, Loss: 0.243 Epoch 38 Batch 298/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.217 Epoch 38 Batch 299/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.211 Epoch 38 Batch 300/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.899, Loss: 0.190 Epoch 38 Batch 301/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.204 Epoch 38 Batch 302/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.210 Epoch 38 Batch 303/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.895, Loss: 0.229 Epoch 38 Batch 304/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.894, Loss: 0.206 Epoch 38 Batch 305/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.202 Epoch 38 Batch 306/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.206 Epoch 38 Batch 307/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.208 Epoch 38 Batch 308/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.898, Loss: 0.230 Epoch 38 Batch 309/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.213 Epoch 38 Batch 310/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.229 Epoch 38 Batch 311/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.202 Epoch 38 Batch 312/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.901, Loss: 0.249 Epoch 38 Batch 313/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.204 Epoch 38 Batch 314/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.203 Epoch 38 Batch 315/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.891, Loss: 0.208 Epoch 38 Batch 316/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.182 Epoch 38 Batch 317/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.227 Epoch 38 Batch 318/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.212 Epoch 38 Batch 319/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.894, Loss: 0.232 Epoch 38 Batch 320/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.894, Loss: 0.210 Epoch 38 Batch 321/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.889, Loss: 0.216 Epoch 38 Batch 322/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.886, Loss: 0.183 Epoch 38 Batch 323/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.882, Loss: 0.210 Epoch 38 Batch 324/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.881, Loss: 0.209 Epoch 38 Batch 325/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.881, Loss: 0.209 Epoch 38 Batch 326/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.881, Loss: 0.205 Epoch 38 Batch 327/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.880, Loss: 0.244 Epoch 38 Batch 328/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.225 Epoch 38 Batch 329/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.231 Epoch 38 Batch 330/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.217 Epoch 38 Batch 331/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.216 Epoch 38 Batch 332/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.891, Loss: 0.189 Epoch 38 Batch 333/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.891, Loss: 0.190 Epoch 38 Batch 334/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.886, Loss: 0.197 Epoch 38 Batch 335/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.886, Loss: 0.211 Epoch 38 Batch 336/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.246 Epoch 38 Batch 337/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.892, Loss: 0.230 Epoch 38 Batch 338/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.892, Loss: 0.231 Epoch 38 Batch 339/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.897, Loss: 0.195 Epoch 38 Batch 340/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.205 Epoch 38 Batch 341/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.897, Loss: 0.251 Epoch 38 Batch 342/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.195 Epoch 38 Batch 343/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.906, Loss: 0.203 Epoch 38 Batch 344/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.913, Loss: 0.199 Epoch 38 Batch 345/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.213 Epoch 38 Batch 346/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.191 Epoch 38 Batch 347/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.180 Epoch 38 Batch 348/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.907, Loss: 0.196 Epoch 38 Batch 349/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.200 Epoch 38 Batch 350/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.210 Epoch 38 Batch 351/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.202 Epoch 38 Batch 352/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.214 Epoch 38 Batch 353/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.886, Loss: 0.232 Epoch 38 Batch 354/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.884, Loss: 0.234 Epoch 38 Batch 355/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.223 Epoch 38 Batch 356/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.882, Loss: 0.206 Epoch 38 Batch 357/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.195 Epoch 38 Batch 358/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.891, Loss: 0.215 Epoch 38 Batch 359/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.212 Epoch 38 Batch 360/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.209 Epoch 38 Batch 361/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.227 Epoch 38 Batch 362/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.895, Loss: 0.214 Epoch 38 Batch 363/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.889, Loss: 0.213 Epoch 38 Batch 364/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.224 Epoch 38 Batch 365/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.188 Epoch 38 Batch 366/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.186 Epoch 38 Batch 367/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.891, Loss: 0.174 Epoch 38 Batch 368/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.891, Loss: 0.218 Epoch 38 Batch 369/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.190 Epoch 38 Batch 370/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.891, Loss: 0.214 Epoch 38 Batch 371/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.213 Epoch 38 Batch 372/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.893, Loss: 0.189 Epoch 38 Batch 373/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.892, Loss: 0.186 Epoch 38 Batch 374/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.892, Loss: 0.236 Epoch 38 Batch 375/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.893, Loss: 0.198 Epoch 38 Batch 376/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.211 Epoch 38 Batch 377/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.226 Epoch 38 Batch 378/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.886, Loss: 0.182 Epoch 38 Batch 379/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.884, Loss: 0.233 Epoch 38 Batch 380/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.881, Loss: 0.214 Epoch 38 Batch 381/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.234 Epoch 38 Batch 382/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.884, Loss: 0.263 Epoch 38 Batch 383/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.885, Loss: 0.205 Epoch 38 Batch 384/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.884, Loss: 0.193 Epoch 38 Batch 385/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.883, Loss: 0.219 Epoch 38 Batch 386/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.882, Loss: 0.205 Epoch 38 Batch 387/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.884, Loss: 0.216 Epoch 38 Batch 388/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.890, Loss: 0.211 Epoch 38 Batch 389/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.214 Epoch 38 Batch 390/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.891, Loss: 0.229 Epoch 38 Batch 391/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.218 Epoch 38 Batch 392/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.216 Epoch 38 Batch 393/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.205 Epoch 38 Batch 394/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.894, Loss: 0.222 Epoch 38 Batch 395/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.888, Loss: 0.202 Epoch 38 Batch 396/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.889, Loss: 0.226 Epoch 38 Batch 397/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.884, Loss: 0.213 Epoch 38 Batch 398/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.888, Loss: 0.231 Epoch 38 Batch 399/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.893, Loss: 0.214 Epoch 38 Batch 400/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.240 Epoch 38 Batch 401/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.199 Epoch 38 Batch 402/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.176 Epoch 38 Batch 403/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.246 Epoch 38 Batch 404/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.200 Epoch 38 Batch 405/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.897, Loss: 0.229 Epoch 38 Batch 406/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.901, Loss: 0.193 Epoch 38 Batch 407/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.226 Epoch 38 Batch 408/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.225 Epoch 38 Batch 409/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.235 Epoch 38 Batch 410/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.245 Epoch 38 Batch 411/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.205 Epoch 38 Batch 412/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.907, Loss: 0.188 Epoch 38 Batch 413/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.216 Epoch 38 Batch 414/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.215 Epoch 38 Batch 415/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.189 Epoch 38 Batch 416/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.222 Epoch 38 Batch 417/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.251 Epoch 38 Batch 418/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.908, Loss: 0.185 Epoch 38 Batch 419/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.224 Epoch 38 Batch 420/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.908, Loss: 0.201 Epoch 38 Batch 421/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.240 Epoch 38 Batch 422/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.196 Epoch 38 Batch 423/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.896, Loss: 0.211 Epoch 38 Batch 424/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.214 Epoch 38 Batch 425/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.199 Epoch 38 Batch 426/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.244 Epoch 38 Batch 427/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.212 Epoch 38 Batch 428/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.901, Loss: 0.195 Epoch 38 Batch 429/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.901, Loss: 0.203 Epoch 38 Batch 430/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.178 Epoch 38 Batch 431/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.197 Epoch 38 Batch 432/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.901, Loss: 0.194 Epoch 38 Batch 433/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.194 Epoch 38 Batch 434/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.896, Loss: 0.197 Epoch 38 Batch 435/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.895, Loss: 0.190 Epoch 38 Batch 436/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.197 Epoch 38 Batch 437/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.200 Epoch 38 Batch 438/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.217 Epoch 38 Batch 439/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.233 Epoch 38 Batch 440/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.896, Loss: 0.228 Epoch 38 Batch 441/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.897, Loss: 0.207 Epoch 38 Batch 442/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.205 Epoch 38 Batch 443/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.895, Loss: 0.195 Epoch 38 Batch 444/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.183 Epoch 38 Batch 445/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.206 Epoch 38 Batch 446/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.895, Loss: 0.175 Epoch 38 Batch 447/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.207 Epoch 38 Batch 448/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.890, Loss: 0.240 Epoch 38 Batch 449/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.209 Epoch 38 Batch 450/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.895, Loss: 0.199 Epoch 38 Batch 451/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.197 Epoch 38 Batch 452/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.223 Epoch 38 Batch 453/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.899, Loss: 0.188 Epoch 38 Batch 454/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.213 Epoch 38 Batch 455/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.896, Loss: 0.205 Epoch 38 Batch 456/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.892, Loss: 0.200 Epoch 38 Batch 457/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.186 Epoch 38 Batch 458/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.886, Loss: 0.220 Epoch 38 Batch 459/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.885, Loss: 0.205 Epoch 38 Batch 460/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.885, Loss: 0.217 Epoch 38 Batch 461/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.885, Loss: 0.202 Epoch 38 Batch 462/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.200 Epoch 38 Batch 463/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.237 Epoch 38 Batch 464/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.201 Epoch 38 Batch 465/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.240 Epoch 38 Batch 466/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.191 Epoch 38 Batch 467/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.887, Loss: 0.201 Epoch 38 Batch 468/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.889, Loss: 0.218 Epoch 38 Batch 469/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.889, Loss: 0.199 Epoch 38 Batch 470/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.889, Loss: 0.207 Epoch 38 Batch 471/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.890, Loss: 0.190 Epoch 38 Batch 472/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.894, Loss: 0.203 Epoch 38 Batch 473/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.214 Epoch 38 Batch 474/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.228 Epoch 38 Batch 475/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.200 Epoch 38 Batch 476/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.196 Epoch 38 Batch 477/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.217 Epoch 38 Batch 478/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.226 Epoch 38 Batch 479/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.902, Loss: 0.233 Epoch 38 Batch 480/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.227 Epoch 38 Batch 481/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.896, Loss: 0.202 Epoch 38 Batch 482/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.223 Epoch 38 Batch 483/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.210 Epoch 38 Batch 484/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.212 Epoch 38 Batch 485/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.901, Loss: 0.213 Epoch 38 Batch 486/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.194 Epoch 38 Batch 487/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.217 Epoch 38 Batch 488/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.214 Epoch 38 Batch 489/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.197 Epoch 38 Batch 490/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.896, Loss: 0.206 Epoch 38 Batch 491/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.886, Loss: 0.236 Epoch 38 Batch 492/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.886, Loss: 0.231 Epoch 38 Batch 493/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.883, Loss: 0.188 Epoch 38 Batch 494/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.888, Loss: 0.197 Epoch 38 Batch 495/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.211 Epoch 38 Batch 496/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.892, Loss: 0.210 Epoch 38 Batch 497/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.892, Loss: 0.242 Epoch 38 Batch 498/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.211 Epoch 38 Batch 499/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.891, Loss: 0.181 Epoch 38 Batch 500/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.202 Epoch 38 Batch 501/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.893, Loss: 0.192 Epoch 38 Batch 502/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.887, Loss: 0.195 Epoch 38 Batch 503/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.887, Loss: 0.205 Epoch 38 Batch 504/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.234 Epoch 38 Batch 505/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.888, Loss: 0.176 Epoch 38 Batch 506/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.209 Epoch 38 Batch 507/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.893, Loss: 0.200 Epoch 38 Batch 508/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.186 Epoch 38 Batch 509/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.246 Epoch 38 Batch 510/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.894, Loss: 0.211 Epoch 38 Batch 511/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.894, Loss: 0.213 Epoch 38 Batch 512/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.890, Loss: 0.204 Epoch 38 Batch 513/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.211 Epoch 38 Batch 514/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.892, Loss: 0.213 Epoch 38 Batch 515/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.891, Loss: 0.211 Epoch 38 Batch 516/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.193 Epoch 38 Batch 517/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.892, Loss: 0.203 Epoch 38 Batch 518/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.179 Epoch 38 Batch 519/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.886, Loss: 0.215 Epoch 38 Batch 520/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.886, Loss: 0.184 Epoch 38 Batch 521/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.885, Loss: 0.215 Epoch 38 Batch 522/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.882, Loss: 0.229 Epoch 38 Batch 523/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.212 Epoch 38 Batch 524/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.225 Epoch 38 Batch 525/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.889, Loss: 0.222 Epoch 38 Batch 526/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.892, Loss: 0.192 Epoch 38 Batch 527/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.888, Loss: 0.211 Epoch 38 Batch 528/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.205 Epoch 38 Batch 529/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.204 Epoch 38 Batch 530/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.236 Epoch 38 Batch 531/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.208 Epoch 38 Batch 532/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.896, Loss: 0.248 Epoch 38 Batch 533/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.237 Epoch 38 Batch 534/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.209 Epoch 38 Batch 535/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.205 Epoch 38 Batch 536/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.191 Epoch 38 Batch 537/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.191 Epoch 38 Batch 538/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.893, Loss: 0.179 Epoch 38 Batch 539/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.891, Loss: 0.227 Epoch 38 Batch 540/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.889, Loss: 0.197 Epoch 38 Batch 541/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.894, Loss: 0.208 Epoch 38 Batch 542/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.884, Loss: 0.209 Epoch 38 Batch 543/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.889, Loss: 0.221 Epoch 38 Batch 544/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.889, Loss: 0.175 Epoch 38 Batch 545/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.890, Loss: 0.235 Epoch 38 Batch 546/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.211 Epoch 38 Batch 547/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.884, Loss: 0.215 Epoch 38 Batch 548/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.883, Loss: 0.228 Epoch 38 Batch 549/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.883, Loss: 0.248 Epoch 38 Batch 550/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.878, Loss: 0.222 Epoch 38 Batch 551/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.876, Loss: 0.239 Epoch 38 Batch 552/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.227 Epoch 38 Batch 553/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.236 Epoch 38 Batch 554/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.887, Loss: 0.190 Epoch 38 Batch 555/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.216 Epoch 38 Batch 556/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.184 Epoch 38 Batch 557/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.202 Epoch 38 Batch 558/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.192 Epoch 38 Batch 559/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.214 Epoch 38 Batch 560/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.189 Epoch 38 Batch 561/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.884, Loss: 0.190 Epoch 38 Batch 562/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.885, Loss: 0.207 Epoch 38 Batch 563/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.885, Loss: 0.240 Epoch 38 Batch 564/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.884, Loss: 0.231 Epoch 38 Batch 565/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.237 Epoch 38 Batch 566/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.888, Loss: 0.240 Epoch 38 Batch 567/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.236 Epoch 38 Batch 568/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.215 Epoch 38 Batch 569/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.892, Loss: 0.229 Epoch 38 Batch 570/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.239 Epoch 38 Batch 571/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.188 Epoch 38 Batch 572/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.893, Loss: 0.186 Epoch 38 Batch 573/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.221 Epoch 38 Batch 574/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.227 Epoch 38 Batch 575/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.206 Epoch 38 Batch 576/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.897, Loss: 0.185 Epoch 38 Batch 577/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.226 Epoch 38 Batch 578/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.896, Loss: 0.249 Epoch 38 Batch 579/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.199 Epoch 38 Batch 580/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.187 Epoch 38 Batch 581/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.888, Loss: 0.173 Epoch 38 Batch 582/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.888, Loss: 0.194 Epoch 38 Batch 583/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.894, Loss: 0.241 Epoch 38 Batch 584/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.210 Epoch 38 Batch 585/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.193 Epoch 38 Batch 586/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.889, Loss: 0.215 Epoch 38 Batch 587/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.892, Loss: 0.209 Epoch 38 Batch 588/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.893, Loss: 0.190 Epoch 38 Batch 589/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.887, Loss: 0.213 Epoch 38 Batch 590/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.214 Epoch 38 Batch 591/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.204 Epoch 38 Batch 592/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.887, Loss: 0.218 Epoch 38 Batch 593/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.203 Epoch 38 Batch 594/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.220 Epoch 38 Batch 595/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.218 Epoch 38 Batch 596/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.221 Epoch 38 Batch 597/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.204 Epoch 38 Batch 598/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.205 Epoch 38 Batch 599/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.890, Loss: 0.273 Epoch 38 Batch 600/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.204 Epoch 38 Batch 601/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.890, Loss: 0.200 Epoch 38 Batch 602/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.890, Loss: 0.227 Epoch 38 Batch 603/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.214 Epoch 38 Batch 604/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.889, Loss: 0.214 Epoch 38 Batch 605/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.233 Epoch 38 Batch 606/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.177 Epoch 38 Batch 607/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.208 Epoch 38 Batch 608/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.219 Epoch 38 Batch 609/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.893, Loss: 0.238 Epoch 38 Batch 610/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.898, Loss: 0.216 Epoch 38 Batch 611/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.201 Epoch 38 Batch 612/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.895, Loss: 0.182 Epoch 38 Batch 613/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.239 Epoch 38 Batch 614/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.199 Epoch 38 Batch 615/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.204 Epoch 38 Batch 616/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.901, Loss: 0.209 Epoch 38 Batch 617/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.901, Loss: 0.190 Epoch 38 Batch 618/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.194 Epoch 38 Batch 619/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.901, Loss: 0.193 Epoch 38 Batch 620/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.899, Loss: 0.191 Epoch 38 Batch 621/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.898, Loss: 0.217 Epoch 38 Batch 622/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.223 Epoch 38 Batch 623/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.899, Loss: 0.224 Epoch 38 Batch 624/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.899, Loss: 0.202 Epoch 38 Batch 625/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.195 Epoch 38 Batch 626/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.190 Epoch 38 Batch 627/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.896, Loss: 0.208 Epoch 38 Batch 628/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.215 Epoch 38 Batch 629/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.216 Epoch 38 Batch 630/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.210 Epoch 38 Batch 631/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.228 Epoch 38 Batch 632/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.901, Loss: 0.194 Epoch 38 Batch 633/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.223 Epoch 38 Batch 634/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.185 Epoch 38 Batch 635/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.901, Loss: 0.275 Epoch 38 Batch 636/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.206 Epoch 38 Batch 637/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.234 Epoch 38 Batch 638/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.192 Epoch 38 Batch 639/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.219 Epoch 38 Batch 640/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.889, Loss: 0.205 Epoch 38 Batch 641/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.889, Loss: 0.214 Epoch 38 Batch 642/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.889, Loss: 0.213 Epoch 38 Batch 643/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.183 Epoch 38 Batch 644/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.206 Epoch 38 Batch 645/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.203 Epoch 38 Batch 646/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.211 Epoch 38 Batch 647/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.219 Epoch 38 Batch 648/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.199 Epoch 38 Batch 649/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.206 Epoch 38 Batch 650/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.209 Epoch 38 Batch 651/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.902, Loss: 0.185 Epoch 38 Batch 652/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.222 Epoch 38 Batch 653/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.204 Epoch 38 Batch 654/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.190 Epoch 38 Batch 655/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.213 Epoch 38 Batch 656/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.214 Epoch 38 Batch 657/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.215 Epoch 38 Batch 658/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.204 Epoch 38 Batch 659/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.216 Epoch 38 Batch 660/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.220 Epoch 38 Batch 661/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.903, Loss: 0.195 Epoch 38 Batch 662/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.905, Loss: 0.183 Epoch 38 Batch 663/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.180 Epoch 38 Batch 664/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.897, Loss: 0.211 Epoch 38 Batch 665/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.216 Epoch 38 Batch 666/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.897, Loss: 0.223 Epoch 38 Batch 667/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.218 Epoch 38 Batch 668/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.198 Epoch 38 Batch 669/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.189 Epoch 38 Batch 670/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.217 Epoch 38 Batch 671/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.232 Epoch 38 Batch 672/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.206 Epoch 38 Batch 673/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.902, Loss: 0.207 Epoch 38 Batch 674/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.903, Loss: 0.202 Epoch 38 Batch 675/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.228 Epoch 38 Batch 676/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.204 Epoch 38 Batch 677/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.902, Loss: 0.224 Epoch 38 Batch 678/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.185 Epoch 38 Batch 679/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.224 Epoch 38 Batch 680/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.182 Epoch 38 Batch 681/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.216 Epoch 38 Batch 682/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.211 Epoch 38 Batch 683/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.199 Epoch 38 Batch 684/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.209 Epoch 38 Batch 685/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.897, Loss: 0.229 Epoch 38 Batch 686/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.198 Epoch 38 Batch 687/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.223 Epoch 38 Batch 688/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.895, Loss: 0.199 Epoch 38 Batch 689/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.895, Loss: 0.186 Epoch 38 Batch 690/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.210 Epoch 38 Batch 691/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.894, Loss: 0.231 Epoch 38 Batch 692/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.215 Epoch 38 Batch 693/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.892, Loss: 0.249 Epoch 38 Batch 694/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.207 Epoch 38 Batch 695/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.174 Epoch 38 Batch 696/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.221 Epoch 38 Batch 697/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.204 Epoch 38 Batch 698/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.190 Epoch 38 Batch 699/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.204 Epoch 38 Batch 700/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.189 Epoch 38 Batch 701/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.215 Epoch 38 Batch 702/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.253 Epoch 38 Batch 703/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.202 Epoch 38 Batch 704/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.909, Loss: 0.242 Epoch 38 Batch 705/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.218 Epoch 38 Batch 706/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.909, Loss: 0.230 Epoch 38 Batch 707/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.223 Epoch 38 Batch 708/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.909, Loss: 0.216 Epoch 38 Batch 709/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.908, Loss: 0.248 Epoch 38 Batch 710/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.197 Epoch 38 Batch 711/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.237 Epoch 38 Batch 712/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.204 Epoch 38 Batch 713/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.182 Epoch 38 Batch 714/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.223 Epoch 38 Batch 715/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.229 Epoch 38 Batch 716/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.893, Loss: 0.174 Epoch 38 Batch 717/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.893, Loss: 0.191 Epoch 38 Batch 718/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.894, Loss: 0.200 Epoch 38 Batch 719/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.211 Epoch 38 Batch 720/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.895, Loss: 0.233 Epoch 38 Batch 721/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.894, Loss: 0.208 Epoch 38 Batch 722/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.893, Loss: 0.205 Epoch 38 Batch 723/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.893, Loss: 0.215 Epoch 38 Batch 724/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.894, Loss: 0.216 Epoch 38 Batch 725/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.899, Loss: 0.187 Epoch 38 Batch 726/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.209 Epoch 38 Batch 727/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.899, Loss: 0.188 Epoch 38 Batch 728/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.898, Loss: 0.236 Epoch 38 Batch 729/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.221 Epoch 38 Batch 730/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.220 Epoch 38 Batch 731/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.903, Loss: 0.219 Epoch 38 Batch 732/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.899, Loss: 0.209 Epoch 38 Batch 733/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.220 Epoch 38 Batch 734/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.905, Loss: 0.242 Epoch 38 Batch 735/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.182 Epoch 38 Batch 736/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.184 Epoch 38 Batch 737/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.888, Loss: 0.231 Epoch 38 Batch 738/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.189 Epoch 38 Batch 739/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.884, Loss: 0.196 Epoch 38 Batch 740/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.884, Loss: 0.198 Epoch 38 Batch 741/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.880, Loss: 0.221 Epoch 38 Batch 742/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.880, Loss: 0.223 Epoch 38 Batch 743/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.880, Loss: 0.211 Epoch 38 Batch 744/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.875, Loss: 0.213 Epoch 38 Batch 745/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.198 Epoch 38 Batch 746/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.876, Loss: 0.206 Epoch 38 Batch 747/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.881, Loss: 0.189 Epoch 38 Batch 748/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.891, Loss: 0.202 Epoch 38 Batch 749/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.891, Loss: 0.215 Epoch 38 Batch 750/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.894, Loss: 0.213 Epoch 38 Batch 751/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.203 Epoch 38 Batch 752/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.898, Loss: 0.192 Epoch 38 Batch 753/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.901, Loss: 0.198 Epoch 38 Batch 754/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.902, Loss: 0.221 Epoch 38 Batch 755/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.220 Epoch 38 Batch 756/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.204 Epoch 38 Batch 757/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.223 Epoch 38 Batch 758/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.186 Epoch 38 Batch 759/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.189 Epoch 38 Batch 760/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.208 Epoch 38 Batch 761/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.905, Loss: 0.219 Epoch 38 Batch 762/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.189 Epoch 38 Batch 763/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.191 Epoch 38 Batch 764/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.217 Epoch 38 Batch 765/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.199 Epoch 38 Batch 766/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.909, Loss: 0.223 Epoch 38 Batch 767/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.191 Epoch 38 Batch 768/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.187 Epoch 38 Batch 769/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.908, Loss: 0.208 Epoch 38 Batch 770/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.907, Loss: 0.205 Epoch 38 Batch 771/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.208 Epoch 38 Batch 772/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.901, Loss: 0.215 Epoch 38 Batch 773/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.905, Loss: 0.191 Epoch 38 Batch 774/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.905, Loss: 0.206 Epoch 38 Batch 775/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.213 Epoch 38 Batch 776/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.190 Epoch 38 Batch 777/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.902, Loss: 0.207 Epoch 38 Batch 778/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.205 Epoch 38 Batch 779/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.903, Loss: 0.222 Epoch 38 Batch 780/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.898, Loss: 0.230 Epoch 38 Batch 781/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.903, Loss: 0.190 Epoch 38 Batch 782/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.207 Epoch 38 Batch 783/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.220 Epoch 38 Batch 784/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.200 Epoch 38 Batch 785/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.903, Loss: 0.195 Epoch 38 Batch 786/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.210 Epoch 38 Batch 787/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.193 Epoch 38 Batch 788/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.208 Epoch 38 Batch 789/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.208 Epoch 38 Batch 790/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.902, Loss: 0.234 Epoch 38 Batch 791/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.204 Epoch 38 Batch 792/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.211 Epoch 38 Batch 793/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.209 Epoch 38 Batch 794/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.206 Epoch 38 Batch 795/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.227 Epoch 38 Batch 796/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.205 Epoch 38 Batch 797/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.196 Epoch 38 Batch 798/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.210 Epoch 38 Batch 799/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.238 Epoch 38 Batch 800/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.900, Loss: 0.200 Epoch 38 Batch 801/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.202 Epoch 38 Batch 802/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.225 Epoch 38 Batch 803/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.225 Epoch 38 Batch 804/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.210 Epoch 38 Batch 805/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.202 Epoch 38 Batch 806/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.190 Epoch 38 Batch 807/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.890, Loss: 0.181 Epoch 38 Batch 808/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.889, Loss: 0.226 Epoch 38 Batch 809/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.885, Loss: 0.229 Epoch 38 Batch 810/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.884, Loss: 0.188 Epoch 38 Batch 811/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.884, Loss: 0.190 Epoch 38 Batch 812/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.884, Loss: 0.243 Epoch 38 Batch 813/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.884, Loss: 0.196 Epoch 38 Batch 814/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.221 Epoch 38 Batch 815/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.203 Epoch 38 Batch 816/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.900, Loss: 0.212 Epoch 38 Batch 817/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.224 Epoch 38 Batch 818/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.216 Epoch 38 Batch 819/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.210 Epoch 38 Batch 820/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.900, Loss: 0.220 Epoch 38 Batch 821/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.209 Epoch 38 Batch 822/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.896, Loss: 0.198 Epoch 38 Batch 823/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.896, Loss: 0.204 Epoch 38 Batch 824/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.210 Epoch 38 Batch 825/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.896, Loss: 0.202 Epoch 38 Batch 826/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.900, Loss: 0.175 Epoch 38 Batch 827/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.212 Epoch 38 Batch 828/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.186 Epoch 38 Batch 829/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.903, Loss: 0.247 Epoch 38 Batch 830/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.213 Epoch 38 Batch 831/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.904, Loss: 0.211 Epoch 38 Batch 832/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.209 Epoch 38 Batch 833/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.217 Epoch 38 Batch 834/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.906, Loss: 0.215 Epoch 38 Batch 835/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.213 Epoch 38 Batch 836/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.202 Epoch 38 Batch 837/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.904, Loss: 0.246 Epoch 38 Batch 838/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.190 Epoch 38 Batch 839/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.905, Loss: 0.188 Epoch 38 Batch 840/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.212 Epoch 38 Batch 841/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.238 Epoch 38 Batch 842/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.201 Epoch 38 Batch 843/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.209 Epoch 38 Batch 844/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.197 Epoch 38 Batch 845/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.189 Epoch 38 Batch 846/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.913, Loss: 0.226 Epoch 38 Batch 847/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.228 Epoch 38 Batch 848/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.223 Epoch 38 Batch 849/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.898, Loss: 0.193 Epoch 38 Batch 850/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.233 Epoch 38 Batch 851/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.228 Epoch 38 Batch 852/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.229 Epoch 38 Batch 853/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.902, Loss: 0.191 Epoch 38 Batch 854/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.227 Epoch 38 Batch 855/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.208 Epoch 38 Batch 856/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.205 Epoch 38 Batch 857/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.194 Epoch 38 Batch 858/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.189 Epoch 38 Batch 859/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.229 Epoch 38 Batch 860/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.214 Epoch 38 Batch 861/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.902, Loss: 0.205 Epoch 38 Batch 862/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.912, Loss: 0.210 Epoch 38 Batch 863/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.187 Epoch 38 Batch 864/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.912, Loss: 0.194 Epoch 38 Batch 865/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.193 Epoch 38 Batch 866/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.227 Epoch 38 Batch 867/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.912, Loss: 0.265 Epoch 38 Batch 868/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.210 Epoch 38 Batch 869/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.205 Epoch 38 Batch 870/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.904, Loss: 0.208 Epoch 38 Batch 871/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.197 Epoch 38 Batch 872/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.190 Epoch 38 Batch 873/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.221 Epoch 38 Batch 874/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.904, Loss: 0.222 Epoch 38 Batch 875/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.219 Epoch 38 Batch 876/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.217 Epoch 38 Batch 877/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.191 Epoch 38 Batch 878/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.204 Epoch 38 Batch 879/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.173 Epoch 38 Batch 880/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.202 Epoch 38 Batch 881/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.227 Epoch 38 Batch 882/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.218 Epoch 38 Batch 883/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.908, Loss: 0.249 Epoch 38 Batch 884/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.907, Loss: 0.199 Epoch 38 Batch 885/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.897, Loss: 0.181 Epoch 38 Batch 886/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.236 Epoch 38 Batch 887/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.214 Epoch 38 Batch 888/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.181 Epoch 38 Batch 889/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.211 Epoch 38 Batch 890/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.898, Loss: 0.199 Epoch 38 Batch 891/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.893, Loss: 0.223 Epoch 38 Batch 892/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.894, Loss: 0.190 Epoch 38 Batch 893/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.889, Loss: 0.213 Epoch 38 Batch 894/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.888, Loss: 0.196 Epoch 38 Batch 895/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.214 Epoch 38 Batch 896/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.219 Epoch 38 Batch 897/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.183 Epoch 38 Batch 898/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.899, Loss: 0.201 Epoch 38 Batch 899/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.217 Epoch 38 Batch 900/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.216 Epoch 38 Batch 901/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.225 Epoch 38 Batch 902/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.906, Loss: 0.228 Epoch 38 Batch 903/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.190 Epoch 38 Batch 904/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.903, Loss: 0.204 Epoch 38 Batch 905/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.192 Epoch 38 Batch 906/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.202 Epoch 38 Batch 907/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.202 Epoch 38 Batch 908/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.225 Epoch 38 Batch 909/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.211 Epoch 38 Batch 910/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.202 Epoch 38 Batch 911/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.189 Epoch 38 Batch 912/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.219 Epoch 38 Batch 913/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.254 Epoch 38 Batch 914/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.232 Epoch 38 Batch 915/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.906, Loss: 0.203 Epoch 38 Batch 916/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.242 Epoch 38 Batch 917/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.210 Epoch 38 Batch 918/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.186 Epoch 38 Batch 919/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.197 Epoch 38 Batch 920/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.237 Epoch 38 Batch 921/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.898, Loss: 0.230 Epoch 38 Batch 922/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.222 Epoch 38 Batch 923/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.194 Epoch 38 Batch 924/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.249 Epoch 38 Batch 925/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.200 Epoch 38 Batch 926/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.232 Epoch 38 Batch 927/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.898, Loss: 0.243 Epoch 38 Batch 928/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.205 Epoch 38 Batch 929/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.232 Epoch 38 Batch 930/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.196 Epoch 38 Batch 931/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.204 Epoch 38 Batch 932/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.196 Epoch 38 Batch 933/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.216 Epoch 38 Batch 934/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.895, Loss: 0.219 Epoch 38 Batch 935/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.894, Loss: 0.192 Epoch 38 Batch 936/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.894, Loss: 0.211 Epoch 38 Batch 937/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.898, Loss: 0.224 Epoch 38 Batch 938/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.236 Epoch 38 Batch 939/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.229 Epoch 38 Batch 940/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.898, Loss: 0.201 Epoch 38 Batch 941/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.190 Epoch 38 Batch 942/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.216 Epoch 38 Batch 943/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.219 Epoch 38 Batch 944/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.900, Loss: 0.193 Epoch 38 Batch 945/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.894, Loss: 0.180 Epoch 38 Batch 946/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.890, Loss: 0.189 Epoch 38 Batch 947/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.900, Loss: 0.235 Epoch 38 Batch 948/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.199 Epoch 38 Batch 949/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.901, Loss: 0.183 Epoch 38 Batch 950/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.213 Epoch 38 Batch 951/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.902, Loss: 0.199 Epoch 38 Batch 952/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.902, Loss: 0.193 Epoch 38 Batch 953/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.907, Loss: 0.185 Epoch 38 Batch 954/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.204 Epoch 38 Batch 955/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.193 Epoch 38 Batch 956/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.891, Loss: 0.214 Epoch 38 Batch 957/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.886, Loss: 0.204 Epoch 38 Batch 958/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.199 Epoch 38 Batch 959/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.892, Loss: 0.200 Epoch 38 Batch 960/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.894, Loss: 0.206 Epoch 38 Batch 961/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.894, Loss: 0.233 Epoch 38 Batch 962/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.889, Loss: 0.214 Epoch 38 Batch 963/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.253 Epoch 38 Batch 964/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.888, Loss: 0.196 Epoch 38 Batch 965/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.893, Loss: 0.224 Epoch 38 Batch 966/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.170 Epoch 38 Batch 967/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.206 Epoch 38 Batch 968/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.891, Loss: 0.224 Epoch 38 Batch 969/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.253 Epoch 38 Batch 970/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.234 Epoch 38 Batch 971/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.893, Loss: 0.220 Epoch 38 Batch 972/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.217 Epoch 38 Batch 973/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.888, Loss: 0.180 Epoch 38 Batch 974/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.886, Loss: 0.198 Epoch 38 Batch 975/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.886, Loss: 0.221 Epoch 38 Batch 976/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.886, Loss: 0.196 Epoch 38 Batch 977/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.189 Epoch 38 Batch 978/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.905, Loss: 0.234 Epoch 38 Batch 979/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.234 Epoch 38 Batch 980/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.907, Loss: 0.228 Epoch 38 Batch 981/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.222 Epoch 38 Batch 982/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.198 Epoch 38 Batch 983/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.230 Epoch 38 Batch 984/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.906, Loss: 0.227 Epoch 38 Batch 985/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.186 Epoch 38 Batch 986/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.201 Epoch 38 Batch 987/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.912, Loss: 0.194 Epoch 38 Batch 988/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.227 Epoch 38 Batch 989/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.218 Epoch 38 Batch 990/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.912, Loss: 0.234 Epoch 38 Batch 991/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.216 Epoch 38 Batch 992/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.212 Epoch 38 Batch 993/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.897, Loss: 0.185 Epoch 38 Batch 994/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.897, Loss: 0.221 Epoch 38 Batch 995/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.194 Epoch 38 Batch 996/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.220 Epoch 38 Batch 997/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.245 Epoch 38 Batch 998/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.208 Epoch 38 Batch 999/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.219 Epoch 38 Batch 1000/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.213 Epoch 38 Batch 1001/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.203 Epoch 38 Batch 1002/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.199 Epoch 38 Batch 1003/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.214 Epoch 38 Batch 1004/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.230 Epoch 38 Batch 1005/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.201 Epoch 38 Batch 1006/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.893, Loss: 0.173 Epoch 38 Batch 1007/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.893, Loss: 0.211 Epoch 38 Batch 1008/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.230 Epoch 38 Batch 1009/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.899, Loss: 0.189 Epoch 38 Batch 1010/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.901, Loss: 0.213 Epoch 38 Batch 1011/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.221 Epoch 38 Batch 1012/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.192 Epoch 38 Batch 1013/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.194 Epoch 38 Batch 1014/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.225 Epoch 38 Batch 1015/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.255 Epoch 38 Batch 1016/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.904, Loss: 0.228 Epoch 38 Batch 1017/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.910, Loss: 0.219 Epoch 38 Batch 1018/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.909, Loss: 0.205 Epoch 38 Batch 1019/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.267 Epoch 38 Batch 1020/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.904, Loss: 0.203 Epoch 38 Batch 1021/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.204 Epoch 38 Batch 1022/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.195 Epoch 38 Batch 1023/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.187 Epoch 38 Batch 1024/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.910, Loss: 0.240 Epoch 38 Batch 1025/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.901, Loss: 0.223 Epoch 38 Batch 1026/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.901, Loss: 0.192 Epoch 38 Batch 1027/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.901, Loss: 0.220 Epoch 38 Batch 1028/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.901, Loss: 0.202 Epoch 38 Batch 1029/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.205 Epoch 38 Batch 1030/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.204 Epoch 38 Batch 1031/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.893, Loss: 0.237 Epoch 38 Batch 1032/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.227 Epoch 38 Batch 1033/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.895, Loss: 0.194 Epoch 38 Batch 1034/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.894, Loss: 0.219 Epoch 38 Batch 1035/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.894, Loss: 0.178 Epoch 38 Batch 1036/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.232 Epoch 38 Batch 1037/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.890, Loss: 0.210 Epoch 38 Batch 1038/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.888, Loss: 0.210 Epoch 38 Batch 1039/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.212 Epoch 38 Batch 1040/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.231 Epoch 38 Batch 1041/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.889, Loss: 0.219 Epoch 38 Batch 1042/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.889, Loss: 0.203 Epoch 38 Batch 1043/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.889, Loss: 0.231 Epoch 38 Batch 1044/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.204 Epoch 38 Batch 1045/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.201 Epoch 38 Batch 1046/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.899, Loss: 0.187 Epoch 38 Batch 1047/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.899, Loss: 0.205 Epoch 38 Batch 1048/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.187 Epoch 38 Batch 1049/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.227 Epoch 38 Batch 1050/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.197 Epoch 38 Batch 1051/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.213 Epoch 38 Batch 1052/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.199 Epoch 38 Batch 1053/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.232 Epoch 38 Batch 1054/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.228 Epoch 38 Batch 1055/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.201 Epoch 38 Batch 1056/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.204 Epoch 38 Batch 1057/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.219 Epoch 38 Batch 1058/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.908, Loss: 0.216 Epoch 38 Batch 1059/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.908, Loss: 0.226 Epoch 38 Batch 1060/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.181 Epoch 38 Batch 1061/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.901, Loss: 0.243 Epoch 38 Batch 1062/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.203 Epoch 38 Batch 1063/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.895, Loss: 0.228 Epoch 38 Batch 1064/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.898, Loss: 0.209 Epoch 38 Batch 1065/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.200 Epoch 38 Batch 1066/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.192 Epoch 38 Batch 1067/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.237 Epoch 38 Batch 1068/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.212 Epoch 38 Batch 1069/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.180 Epoch 38 Batch 1070/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.196 Epoch 38 Batch 1071/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.202 Epoch 38 Batch 1072/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.198 Epoch 38 Batch 1073/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.232 Epoch 38 Batch 1074/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.228 Epoch 38 Batch 1075/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.226 Epoch 39 Batch 0/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.200 Epoch 39 Batch 1/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.191 Epoch 39 Batch 2/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.906, Loss: 0.212 Epoch 39 Batch 3/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.192 Epoch 39 Batch 4/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.216 Epoch 39 Batch 5/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.224 Epoch 39 Batch 6/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.207 Epoch 39 Batch 7/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.202 Epoch 39 Batch 8/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.903, Loss: 0.191 Epoch 39 Batch 9/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.203 Epoch 39 Batch 10/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.892, Loss: 0.205 Epoch 39 Batch 11/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.218 Epoch 39 Batch 12/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.890, Loss: 0.224 Epoch 39 Batch 13/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.890, Loss: 0.208 Epoch 39 Batch 14/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.890, Loss: 0.195 Epoch 39 Batch 15/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.886, Loss: 0.196 Epoch 39 Batch 16/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.213 Epoch 39 Batch 17/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.878, Loss: 0.199 Epoch 39 Batch 18/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.879, Loss: 0.212 Epoch 39 Batch 19/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.879, Loss: 0.200 Epoch 39 Batch 20/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.880, Loss: 0.189 Epoch 39 Batch 21/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.880, Loss: 0.231 Epoch 39 Batch 22/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.881, Loss: 0.214 Epoch 39 Batch 23/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.881, Loss: 0.194 Epoch 39 Batch 24/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.881, Loss: 0.205 Epoch 39 Batch 25/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.881, Loss: 0.200 Epoch 39 Batch 26/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.886, Loss: 0.229 Epoch 39 Batch 27/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.886, Loss: 0.190 Epoch 39 Batch 28/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.886, Loss: 0.197 Epoch 39 Batch 29/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.886, Loss: 0.200 Epoch 39 Batch 30/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.885, Loss: 0.192 Epoch 39 Batch 31/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.885, Loss: 0.201 Epoch 39 Batch 32/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.884, Loss: 0.208 Epoch 39 Batch 33/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.884, Loss: 0.192 Epoch 39 Batch 34/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.195 Epoch 39 Batch 35/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.213 Epoch 39 Batch 36/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.207 Epoch 39 Batch 37/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.897, Loss: 0.220 Epoch 39 Batch 38/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.891, Loss: 0.214 Epoch 39 Batch 39/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.237 Epoch 39 Batch 40/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.194 Epoch 39 Batch 41/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.901, Loss: 0.202 Epoch 39 Batch 42/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.908, Loss: 0.236 Epoch 39 Batch 43/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.190 Epoch 39 Batch 44/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.206 Epoch 39 Batch 45/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.914, Loss: 0.212 Epoch 39 Batch 46/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.919, Loss: 0.225 Epoch 39 Batch 47/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.919, Loss: 0.219 Epoch 39 Batch 48/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.914, Loss: 0.273 Epoch 39 Batch 49/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.916, Loss: 0.210 Epoch 39 Batch 50/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.193 Epoch 39 Batch 51/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.195 Epoch 39 Batch 52/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.915, Loss: 0.216 Epoch 39 Batch 53/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.202 Epoch 39 Batch 54/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.254 Epoch 39 Batch 55/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.193 Epoch 39 Batch 56/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.905, Loss: 0.183 Epoch 39 Batch 57/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.195 Epoch 39 Batch 58/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.188 Epoch 39 Batch 59/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.206 Epoch 39 Batch 60/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.170 Epoch 39 Batch 61/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.902, Loss: 0.221 Epoch 39 Batch 62/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.219 Epoch 39 Batch 63/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.199 Epoch 39 Batch 64/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.196 Epoch 39 Batch 65/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.210 Epoch 39 Batch 66/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.904, Loss: 0.169 Epoch 39 Batch 67/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.206 Epoch 39 Batch 68/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.227 Epoch 39 Batch 69/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.899, Loss: 0.232 Epoch 39 Batch 70/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.899, Loss: 0.208 Epoch 39 Batch 71/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.900, Loss: 0.186 Epoch 39 Batch 72/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.206 Epoch 39 Batch 73/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.197 Epoch 39 Batch 74/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.900, Loss: 0.194 Epoch 39 Batch 75/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.901, Loss: 0.238 Epoch 39 Batch 76/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.901, Loss: 0.179 Epoch 39 Batch 77/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.897, Loss: 0.205 Epoch 39 Batch 78/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.896, Loss: 0.205 Epoch 39 Batch 79/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.213 Epoch 39 Batch 80/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.214 Epoch 39 Batch 81/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.197 Epoch 39 Batch 82/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.187 Epoch 39 Batch 83/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.212 Epoch 39 Batch 84/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.223 Epoch 39 Batch 85/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.207 Epoch 39 Batch 86/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.211 Epoch 39 Batch 87/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.225 Epoch 39 Batch 88/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.905, Loss: 0.234 Epoch 39 Batch 89/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.216 Epoch 39 Batch 90/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.221 Epoch 39 Batch 91/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.178 Epoch 39 Batch 92/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.226 Epoch 39 Batch 93/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.221 Epoch 39 Batch 94/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.899, Loss: 0.187 Epoch 39 Batch 95/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.235 Epoch 39 Batch 96/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.203 Epoch 39 Batch 97/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.899, Loss: 0.198 Epoch 39 Batch 98/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.197 Epoch 39 Batch 99/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.226 Epoch 39 Batch 100/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.194 Epoch 39 Batch 101/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.904, Loss: 0.235 Epoch 39 Batch 102/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.203 Epoch 39 Batch 103/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.230 Epoch 39 Batch 104/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.201 Epoch 39 Batch 105/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.220 Epoch 39 Batch 106/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.237 Epoch 39 Batch 107/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.215 Epoch 39 Batch 108/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.186 Epoch 39 Batch 109/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.899, Loss: 0.206 Epoch 39 Batch 110/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.181 Epoch 39 Batch 111/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.212 Epoch 39 Batch 112/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.189 Epoch 39 Batch 113/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.221 Epoch 39 Batch 114/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.198 Epoch 39 Batch 115/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.899, Loss: 0.224 Epoch 39 Batch 116/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.896, Loss: 0.225 Epoch 39 Batch 117/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.896, Loss: 0.229 Epoch 39 Batch 118/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.896, Loss: 0.221 Epoch 39 Batch 119/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.218 Epoch 39 Batch 120/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.222 Epoch 39 Batch 121/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.215 Epoch 39 Batch 122/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.212 Epoch 39 Batch 123/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.182 Epoch 39 Batch 124/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.225 Epoch 39 Batch 125/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.204 Epoch 39 Batch 126/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.180 Epoch 39 Batch 127/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.211 Epoch 39 Batch 128/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.903, Loss: 0.183 Epoch 39 Batch 129/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.213 Epoch 39 Batch 130/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.196 Epoch 39 Batch 131/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.915, Loss: 0.193 Epoch 39 Batch 132/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.202 Epoch 39 Batch 133/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.181 Epoch 39 Batch 134/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.912, Loss: 0.192 Epoch 39 Batch 135/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.208 Epoch 39 Batch 136/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.200 Epoch 39 Batch 137/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.181 Epoch 39 Batch 138/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.214 Epoch 39 Batch 139/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.214 Epoch 39 Batch 140/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.900, Loss: 0.206 Epoch 39 Batch 141/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.899, Loss: 0.198 Epoch 39 Batch 142/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.900, Loss: 0.187 Epoch 39 Batch 143/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.211 Epoch 39 Batch 144/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.228 Epoch 39 Batch 145/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.239 Epoch 39 Batch 146/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.227 Epoch 39 Batch 147/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.902, Loss: 0.230 Epoch 39 Batch 148/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.213 Epoch 39 Batch 149/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.201 Epoch 39 Batch 150/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.190 Epoch 39 Batch 151/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.179 Epoch 39 Batch 152/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.217 Epoch 39 Batch 153/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.218 Epoch 39 Batch 154/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.200 Epoch 39 Batch 155/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.214 Epoch 39 Batch 156/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.214 Epoch 39 Batch 157/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.210 Epoch 39 Batch 158/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.205 Epoch 39 Batch 159/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.166 Epoch 39 Batch 160/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.185 Epoch 39 Batch 161/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.901, Loss: 0.221 Epoch 39 Batch 162/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.250 Epoch 39 Batch 163/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.240 Epoch 39 Batch 164/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.231 Epoch 39 Batch 165/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.180 Epoch 39 Batch 166/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.224 Epoch 39 Batch 167/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.202 Epoch 39 Batch 168/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.245 Epoch 39 Batch 169/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.215 Epoch 39 Batch 170/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.896, Loss: 0.215 Epoch 39 Batch 171/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.895, Loss: 0.198 Epoch 39 Batch 172/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.199 Epoch 39 Batch 173/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.226 Epoch 39 Batch 174/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.890, Loss: 0.194 Epoch 39 Batch 175/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.891, Loss: 0.199 Epoch 39 Batch 176/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.892, Loss: 0.205 Epoch 39 Batch 177/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.892, Loss: 0.214 Epoch 39 Batch 178/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.892, Loss: 0.199 Epoch 39 Batch 179/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.210 Epoch 39 Batch 180/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.897, Loss: 0.190 Epoch 39 Batch 181/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.227 Epoch 39 Batch 182/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.909, Loss: 0.212 Epoch 39 Batch 183/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.909, Loss: 0.210 Epoch 39 Batch 184/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.179 Epoch 39 Batch 185/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.209 Epoch 39 Batch 186/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.207 Epoch 39 Batch 187/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.908, Loss: 0.181 Epoch 39 Batch 188/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.910, Loss: 0.193 Epoch 39 Batch 189/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.200 Epoch 39 Batch 190/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.906, Loss: 0.195 Epoch 39 Batch 191/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.180 Epoch 39 Batch 192/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.218 Epoch 39 Batch 193/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.200 Epoch 39 Batch 194/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.186 Epoch 39 Batch 195/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.190 Epoch 39 Batch 196/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.205 Epoch 39 Batch 197/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.207 Epoch 39 Batch 198/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.209 Epoch 39 Batch 199/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.185 Epoch 39 Batch 200/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.204 Epoch 39 Batch 201/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.183 Epoch 39 Batch 202/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.219 Epoch 39 Batch 203/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.205 Epoch 39 Batch 204/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.911, Loss: 0.254 Epoch 39 Batch 205/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.911, Loss: 0.222 Epoch 39 Batch 206/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.182 Epoch 39 Batch 207/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.214 Epoch 39 Batch 208/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.247 Epoch 39 Batch 209/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.914, Loss: 0.176 Epoch 39 Batch 210/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.219 Epoch 39 Batch 211/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.202 Epoch 39 Batch 212/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.186 Epoch 39 Batch 213/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.175 Epoch 39 Batch 214/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.196 Epoch 39 Batch 215/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.899, Loss: 0.219 Epoch 39 Batch 216/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.232 Epoch 39 Batch 217/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.190 Epoch 39 Batch 218/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.232 Epoch 39 Batch 219/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.900, Loss: 0.195 Epoch 39 Batch 220/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.202 Epoch 39 Batch 221/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.193 Epoch 39 Batch 222/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.899, Loss: 0.198 Epoch 39 Batch 223/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.899, Loss: 0.185 Epoch 39 Batch 224/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.224 Epoch 39 Batch 225/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.222 Epoch 39 Batch 226/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.186 Epoch 39 Batch 227/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.900, Loss: 0.228 Epoch 39 Batch 228/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.201 Epoch 39 Batch 229/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.205 Epoch 39 Batch 230/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.190 Epoch 39 Batch 231/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.220 Epoch 39 Batch 232/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.900, Loss: 0.211 Epoch 39 Batch 233/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.231 Epoch 39 Batch 234/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.899, Loss: 0.219 Epoch 39 Batch 235/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.903, Loss: 0.196 Epoch 39 Batch 236/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.225 Epoch 39 Batch 237/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.197 Epoch 39 Batch 238/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.194 Epoch 39 Batch 239/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.903, Loss: 0.172 Epoch 39 Batch 240/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.904, Loss: 0.181 Epoch 39 Batch 241/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.179 Epoch 39 Batch 242/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.180 Epoch 39 Batch 243/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.202 Epoch 39 Batch 244/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.187 Epoch 39 Batch 245/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.196 Epoch 39 Batch 246/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.207 Epoch 39 Batch 247/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.903, Loss: 0.198 Epoch 39 Batch 248/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.196 Epoch 39 Batch 249/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.199 Epoch 39 Batch 250/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.187 Epoch 39 Batch 251/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.904, Loss: 0.212 Epoch 39 Batch 252/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.212 Epoch 39 Batch 253/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.216 Epoch 39 Batch 254/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.206 Epoch 39 Batch 255/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.903, Loss: 0.214 Epoch 39 Batch 256/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.899, Loss: 0.242 Epoch 39 Batch 257/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.905, Loss: 0.213 Epoch 39 Batch 258/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.904, Loss: 0.202 Epoch 39 Batch 259/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.188 Epoch 39 Batch 260/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.182 Epoch 39 Batch 261/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.207 Epoch 39 Batch 262/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.200 Epoch 39 Batch 263/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.194 Epoch 39 Batch 264/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.211 Epoch 39 Batch 265/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.214 Epoch 39 Batch 266/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.194 Epoch 39 Batch 267/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.188 Epoch 39 Batch 268/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.228 Epoch 39 Batch 269/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.236 Epoch 39 Batch 270/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.910, Loss: 0.214 Epoch 39 Batch 271/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.196 Epoch 39 Batch 272/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.264 Epoch 39 Batch 273/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.192 Epoch 39 Batch 274/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.203 Epoch 39 Batch 275/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.227 Epoch 39 Batch 276/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.899, Loss: 0.243 Epoch 39 Batch 277/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.900, Loss: 0.188 Epoch 39 Batch 278/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.900, Loss: 0.220 Epoch 39 Batch 279/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.900, Loss: 0.268 Epoch 39 Batch 280/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.907, Loss: 0.213 Epoch 39 Batch 281/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.233 Epoch 39 Batch 282/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.903, Loss: 0.240 Epoch 39 Batch 283/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.209 Epoch 39 Batch 284/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.238 Epoch 39 Batch 285/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.213 Epoch 39 Batch 286/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.198 Epoch 39 Batch 287/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.204 Epoch 39 Batch 288/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.211 Epoch 39 Batch 289/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.214 Epoch 39 Batch 290/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.232 Epoch 39 Batch 291/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.242 Epoch 39 Batch 292/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.901, Loss: 0.193 Epoch 39 Batch 293/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.212 Epoch 39 Batch 294/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.206 Epoch 39 Batch 295/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.218 Epoch 39 Batch 296/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.188 Epoch 39 Batch 297/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.911, Loss: 0.231 Epoch 39 Batch 298/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.910, Loss: 0.218 Epoch 39 Batch 299/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.204 Epoch 39 Batch 300/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.907, Loss: 0.185 Epoch 39 Batch 301/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.190 Epoch 39 Batch 302/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.903, Loss: 0.215 Epoch 39 Batch 303/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.227 Epoch 39 Batch 304/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.895, Loss: 0.212 Epoch 39 Batch 305/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.220 Epoch 39 Batch 306/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.222 Epoch 39 Batch 307/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.895, Loss: 0.209 Epoch 39 Batch 308/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.236 Epoch 39 Batch 309/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.209 Epoch 39 Batch 310/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.899, Loss: 0.219 Epoch 39 Batch 311/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.894, Loss: 0.209 Epoch 39 Batch 312/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.894, Loss: 0.259 Epoch 39 Batch 313/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.207 Epoch 39 Batch 314/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.227 Epoch 39 Batch 315/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.902, Loss: 0.191 Epoch 39 Batch 316/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.190 Epoch 39 Batch 317/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.234 Epoch 39 Batch 318/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.210 Epoch 39 Batch 319/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.907, Loss: 0.220 Epoch 39 Batch 320/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.216 Epoch 39 Batch 321/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.901, Loss: 0.196 Epoch 39 Batch 322/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.901, Loss: 0.205 Epoch 39 Batch 323/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.208 Epoch 39 Batch 324/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.902, Loss: 0.202 Epoch 39 Batch 325/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.209 Epoch 39 Batch 326/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.191 Epoch 39 Batch 327/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.912, Loss: 0.225 Epoch 39 Batch 328/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.247 Epoch 39 Batch 329/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.910, Loss: 0.213 Epoch 39 Batch 330/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.910, Loss: 0.206 Epoch 39 Batch 331/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.213 Epoch 39 Batch 332/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.176 Epoch 39 Batch 333/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.899, Loss: 0.196 Epoch 39 Batch 334/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.893, Loss: 0.198 Epoch 39 Batch 335/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.207 Epoch 39 Batch 336/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.236 Epoch 39 Batch 337/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.900, Loss: 0.239 Epoch 39 Batch 338/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.901, Loss: 0.232 Epoch 39 Batch 339/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.183 Epoch 39 Batch 340/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.204 Epoch 39 Batch 341/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.245 Epoch 39 Batch 342/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.196 Epoch 39 Batch 343/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.910, Loss: 0.213 Epoch 39 Batch 344/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.911, Loss: 0.203 Epoch 39 Batch 345/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.200 Epoch 39 Batch 346/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.217 Epoch 39 Batch 347/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.905, Loss: 0.177 Epoch 39 Batch 348/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.188 Epoch 39 Batch 349/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.909, Loss: 0.202 Epoch 39 Batch 350/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.211 Epoch 39 Batch 351/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.220 Epoch 39 Batch 352/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.206 Epoch 39 Batch 353/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.901, Loss: 0.227 Epoch 39 Batch 354/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.905, Loss: 0.231 Epoch 39 Batch 355/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.219 Epoch 39 Batch 356/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.216 Epoch 39 Batch 357/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.902, Loss: 0.193 Epoch 39 Batch 358/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.898, Loss: 0.235 Epoch 39 Batch 359/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.210 Epoch 39 Batch 360/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.894, Loss: 0.223 Epoch 39 Batch 361/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.200 Epoch 39 Batch 362/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.229 Epoch 39 Batch 363/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.894, Loss: 0.220 Epoch 39 Batch 364/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.889, Loss: 0.237 Epoch 39 Batch 365/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.889, Loss: 0.175 Epoch 39 Batch 366/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.890, Loss: 0.190 Epoch 39 Batch 367/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.890, Loss: 0.170 Epoch 39 Batch 368/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.891, Loss: 0.192 Epoch 39 Batch 369/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.208 Epoch 39 Batch 370/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.890, Loss: 0.202 Epoch 39 Batch 371/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.209 Epoch 39 Batch 372/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.891, Loss: 0.186 Epoch 39 Batch 373/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.176 Epoch 39 Batch 374/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.896, Loss: 0.234 Epoch 39 Batch 375/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.896, Loss: 0.211 Epoch 39 Batch 376/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.218 Epoch 39 Batch 377/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.216 Epoch 39 Batch 378/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.168 Epoch 39 Batch 379/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.901, Loss: 0.223 Epoch 39 Batch 380/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.211 Epoch 39 Batch 381/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.227 Epoch 39 Batch 382/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.252 Epoch 39 Batch 383/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.203 Epoch 39 Batch 384/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.192 Epoch 39 Batch 385/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.900, Loss: 0.198 Epoch 39 Batch 386/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.900, Loss: 0.209 Epoch 39 Batch 387/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.211 Epoch 39 Batch 388/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.893, Loss: 0.204 Epoch 39 Batch 389/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.205 Epoch 39 Batch 390/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.892, Loss: 0.234 Epoch 39 Batch 391/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.211 Epoch 39 Batch 392/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.892, Loss: 0.207 Epoch 39 Batch 393/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.888, Loss: 0.171 Epoch 39 Batch 394/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.888, Loss: 0.220 Epoch 39 Batch 395/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.889, Loss: 0.199 Epoch 39 Batch 396/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.883, Loss: 0.234 Epoch 39 Batch 397/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.204 Epoch 39 Batch 398/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.232 Epoch 39 Batch 399/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.901, Loss: 0.222 Epoch 39 Batch 400/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.240 Epoch 39 Batch 401/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.897, Loss: 0.189 Epoch 39 Batch 402/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.205 Epoch 39 Batch 403/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.209 Epoch 39 Batch 404/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.187 Epoch 39 Batch 405/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.209 Epoch 39 Batch 406/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.900, Loss: 0.192 Epoch 39 Batch 407/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.232 Epoch 39 Batch 408/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.219 Epoch 39 Batch 409/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.241 Epoch 39 Batch 410/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.219 Epoch 39 Batch 411/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.196 Epoch 39 Batch 412/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.892, Loss: 0.206 Epoch 39 Batch 413/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.191 Epoch 39 Batch 414/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.222 Epoch 39 Batch 415/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.214 Epoch 39 Batch 416/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.207 Epoch 39 Batch 417/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.265 Epoch 39 Batch 418/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.197 Epoch 39 Batch 419/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.890, Loss: 0.202 Epoch 39 Batch 420/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.890, Loss: 0.197 Epoch 39 Batch 421/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.231 Epoch 39 Batch 422/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.186 Epoch 39 Batch 423/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.239 Epoch 39 Batch 424/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.898, Loss: 0.194 Epoch 39 Batch 425/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.192 Epoch 39 Batch 426/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.898, Loss: 0.211 Epoch 39 Batch 427/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.201 Epoch 39 Batch 428/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.898, Loss: 0.175 Epoch 39 Batch 429/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.205 Epoch 39 Batch 430/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.899, Loss: 0.191 Epoch 39 Batch 431/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.178 Epoch 39 Batch 432/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.215 Epoch 39 Batch 433/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.901, Loss: 0.220 Epoch 39 Batch 434/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.202 Epoch 39 Batch 435/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.214 Epoch 39 Batch 436/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.910, Loss: 0.180 Epoch 39 Batch 437/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.202 Epoch 39 Batch 438/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.213 Epoch 39 Batch 439/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.244 Epoch 39 Batch 440/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.915, Loss: 0.218 Epoch 39 Batch 441/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.912, Loss: 0.207 Epoch 39 Batch 442/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.195 Epoch 39 Batch 443/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.199 Epoch 39 Batch 444/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.188 Epoch 39 Batch 445/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.904, Loss: 0.234 Epoch 39 Batch 446/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.903, Loss: 0.159 Epoch 39 Batch 447/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.207 Epoch 39 Batch 448/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.907, Loss: 0.221 Epoch 39 Batch 449/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.220 Epoch 39 Batch 450/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.229 Epoch 39 Batch 451/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.203 Epoch 39 Batch 452/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.225 Epoch 39 Batch 453/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.194 Epoch 39 Batch 454/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.222 Epoch 39 Batch 455/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.209 Epoch 39 Batch 456/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.199 Epoch 39 Batch 457/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.209 Epoch 39 Batch 458/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.208 Epoch 39 Batch 459/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.202 Epoch 39 Batch 460/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.206 Epoch 39 Batch 461/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.895, Loss: 0.235 Epoch 39 Batch 462/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.890, Loss: 0.215 Epoch 39 Batch 463/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.894, Loss: 0.218 Epoch 39 Batch 464/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.200 Epoch 39 Batch 465/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.894, Loss: 0.247 Epoch 39 Batch 466/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.186 Epoch 39 Batch 467/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.222 Epoch 39 Batch 468/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.895, Loss: 0.211 Epoch 39 Batch 469/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.204 Epoch 39 Batch 470/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.199 Epoch 39 Batch 471/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.901, Loss: 0.186 Epoch 39 Batch 472/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.203 Epoch 39 Batch 473/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.228 Epoch 39 Batch 474/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.896, Loss: 0.206 Epoch 39 Batch 475/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.204 Epoch 39 Batch 476/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.209 Epoch 39 Batch 477/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.194 Epoch 39 Batch 478/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.231 Epoch 39 Batch 479/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.898, Loss: 0.229 Epoch 39 Batch 480/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.211 Epoch 39 Batch 481/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.211 Epoch 39 Batch 482/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.907, Loss: 0.234 Epoch 39 Batch 483/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.212 Epoch 39 Batch 484/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.905, Loss: 0.232 Epoch 39 Batch 485/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.197 Epoch 39 Batch 486/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.902, Loss: 0.201 Epoch 39 Batch 487/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.201 Epoch 39 Batch 488/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.196 Epoch 39 Batch 489/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.221 Epoch 39 Batch 490/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.219 Epoch 39 Batch 491/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.217 Epoch 39 Batch 492/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.898, Loss: 0.218 Epoch 39 Batch 493/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.898, Loss: 0.186 Epoch 39 Batch 494/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.208 Epoch 39 Batch 495/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.894, Loss: 0.192 Epoch 39 Batch 496/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.222 Epoch 39 Batch 497/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.889, Loss: 0.238 Epoch 39 Batch 498/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.888, Loss: 0.206 Epoch 39 Batch 499/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.888, Loss: 0.196 Epoch 39 Batch 500/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.194 Epoch 39 Batch 501/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.182 Epoch 39 Batch 502/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.903, Loss: 0.195 Epoch 39 Batch 503/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.894, Loss: 0.199 Epoch 39 Batch 504/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.894, Loss: 0.222 Epoch 39 Batch 505/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.895, Loss: 0.160 Epoch 39 Batch 506/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.895, Loss: 0.205 Epoch 39 Batch 507/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.895, Loss: 0.203 Epoch 39 Batch 508/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.189 Epoch 39 Batch 509/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.895, Loss: 0.227 Epoch 39 Batch 510/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.200 Epoch 39 Batch 511/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.894, Loss: 0.216 Epoch 39 Batch 512/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.895, Loss: 0.199 Epoch 39 Batch 513/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.212 Epoch 39 Batch 514/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.892, Loss: 0.212 Epoch 39 Batch 515/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.228 Epoch 39 Batch 516/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.192 Epoch 39 Batch 517/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.897, Loss: 0.201 Epoch 39 Batch 518/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.184 Epoch 39 Batch 519/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.896, Loss: 0.211 Epoch 39 Batch 520/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.897, Loss: 0.185 Epoch 39 Batch 521/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.892, Loss: 0.203 Epoch 39 Batch 522/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.896, Loss: 0.255 Epoch 39 Batch 523/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.213 Epoch 39 Batch 524/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.212 Epoch 39 Batch 525/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.197 Epoch 39 Batch 526/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.895, Loss: 0.202 Epoch 39 Batch 527/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.198 Epoch 39 Batch 528/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.890, Loss: 0.201 Epoch 39 Batch 529/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.208 Epoch 39 Batch 530/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.213 Epoch 39 Batch 531/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.190 Epoch 39 Batch 532/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.905, Loss: 0.226 Epoch 39 Batch 533/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.223 Epoch 39 Batch 534/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.200 Epoch 39 Batch 535/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.212 Epoch 39 Batch 536/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.905, Loss: 0.185 Epoch 39 Batch 537/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.191 Epoch 39 Batch 538/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.899, Loss: 0.178 Epoch 39 Batch 539/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.899, Loss: 0.215 Epoch 39 Batch 540/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.188 Epoch 39 Batch 541/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.208 Epoch 39 Batch 542/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.202 Epoch 39 Batch 543/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.212 Epoch 39 Batch 544/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.193 Epoch 39 Batch 545/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.232 Epoch 39 Batch 546/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.896, Loss: 0.202 Epoch 39 Batch 547/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.892, Loss: 0.192 Epoch 39 Batch 548/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.215 Epoch 39 Batch 549/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.905, Loss: 0.223 Epoch 39 Batch 550/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.906, Loss: 0.206 Epoch 39 Batch 551/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.907, Loss: 0.223 Epoch 39 Batch 552/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.907, Loss: 0.229 Epoch 39 Batch 553/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.248 Epoch 39 Batch 554/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.907, Loss: 0.213 Epoch 39 Batch 555/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.200 Epoch 39 Batch 556/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.206 Epoch 39 Batch 557/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.191 Epoch 39 Batch 558/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.197 Epoch 39 Batch 559/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.186 Epoch 39 Batch 560/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.200 Epoch 39 Batch 561/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.899, Loss: 0.194 Epoch 39 Batch 562/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.197 Epoch 39 Batch 563/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.890, Loss: 0.231 Epoch 39 Batch 564/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.891, Loss: 0.228 Epoch 39 Batch 565/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.233 Epoch 39 Batch 566/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.264 Epoch 39 Batch 567/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.905, Loss: 0.196 Epoch 39 Batch 568/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.215 Epoch 39 Batch 569/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.212 Epoch 39 Batch 570/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.226 Epoch 39 Batch 571/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.186 Epoch 39 Batch 572/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.194 Epoch 39 Batch 573/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.228 Epoch 39 Batch 574/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.220 Epoch 39 Batch 575/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.213 Epoch 39 Batch 576/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.901, Loss: 0.201 Epoch 39 Batch 577/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.901, Loss: 0.220 Epoch 39 Batch 578/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.900, Loss: 0.229 Epoch 39 Batch 579/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.203 Epoch 39 Batch 580/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.189 Epoch 39 Batch 581/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.900, Loss: 0.168 Epoch 39 Batch 582/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.898, Loss: 0.204 Epoch 39 Batch 583/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.231 Epoch 39 Batch 584/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.199 Epoch 39 Batch 585/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.174 Epoch 39 Batch 586/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.204 Epoch 39 Batch 587/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.188 Epoch 39 Batch 588/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.184 Epoch 39 Batch 589/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.895, Loss: 0.220 Epoch 39 Batch 590/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.208 Epoch 39 Batch 591/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.206 Epoch 39 Batch 592/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.231 Epoch 39 Batch 593/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.228 Epoch 39 Batch 594/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.212 Epoch 39 Batch 595/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.889, Loss: 0.203 Epoch 39 Batch 596/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.883, Loss: 0.235 Epoch 39 Batch 597/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.883, Loss: 0.196 Epoch 39 Batch 598/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.883, Loss: 0.187 Epoch 39 Batch 599/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.242 Epoch 39 Batch 600/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.886, Loss: 0.188 Epoch 39 Batch 601/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.886, Loss: 0.211 Epoch 39 Batch 602/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.218 Epoch 39 Batch 603/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.887, Loss: 0.199 Epoch 39 Batch 604/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.887, Loss: 0.215 Epoch 39 Batch 605/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.216 Epoch 39 Batch 606/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.885, Loss: 0.184 Epoch 39 Batch 607/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.885, Loss: 0.213 Epoch 39 Batch 608/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.889, Loss: 0.221 Epoch 39 Batch 609/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.889, Loss: 0.223 Epoch 39 Batch 610/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.236 Epoch 39 Batch 611/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.893, Loss: 0.221 Epoch 39 Batch 612/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.200 Epoch 39 Batch 613/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.230 Epoch 39 Batch 614/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.198 Epoch 39 Batch 615/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.215 Epoch 39 Batch 616/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.226 Epoch 39 Batch 617/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.202 Epoch 39 Batch 618/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.893, Loss: 0.204 Epoch 39 Batch 619/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.901, Loss: 0.188 Epoch 39 Batch 620/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.210 Epoch 39 Batch 621/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.895, Loss: 0.215 Epoch 39 Batch 622/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.215 Epoch 39 Batch 623/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.895, Loss: 0.218 Epoch 39 Batch 624/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.896, Loss: 0.196 Epoch 39 Batch 625/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.188 Epoch 39 Batch 626/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.181 Epoch 39 Batch 627/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.200 Epoch 39 Batch 628/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.893, Loss: 0.225 Epoch 39 Batch 629/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.894, Loss: 0.217 Epoch 39 Batch 630/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.895, Loss: 0.213 Epoch 39 Batch 631/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.894, Loss: 0.228 Epoch 39 Batch 632/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.894, Loss: 0.187 Epoch 39 Batch 633/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.894, Loss: 0.226 Epoch 39 Batch 634/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.889, Loss: 0.191 Epoch 39 Batch 635/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.261 Epoch 39 Batch 636/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.894, Loss: 0.197 Epoch 39 Batch 637/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.894, Loss: 0.206 Epoch 39 Batch 638/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.896, Loss: 0.213 Epoch 39 Batch 639/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.897, Loss: 0.203 Epoch 39 Batch 640/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.198 Epoch 39 Batch 641/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.225 Epoch 39 Batch 642/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.214 Epoch 39 Batch 643/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.892, Loss: 0.179 Epoch 39 Batch 644/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.208 Epoch 39 Batch 645/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.193 Epoch 39 Batch 646/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.208 Epoch 39 Batch 647/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.890, Loss: 0.246 Epoch 39 Batch 648/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.891, Loss: 0.200 Epoch 39 Batch 649/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.216 Epoch 39 Batch 650/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.220 Epoch 39 Batch 651/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.198 Epoch 39 Batch 652/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.204 Epoch 39 Batch 653/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.229 Epoch 39 Batch 654/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.201 Epoch 39 Batch 655/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.895, Loss: 0.215 Epoch 39 Batch 656/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.895, Loss: 0.192 Epoch 39 Batch 657/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.227 Epoch 39 Batch 658/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.200 Epoch 39 Batch 659/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.209 Epoch 39 Batch 660/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.218 Epoch 39 Batch 661/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.899, Loss: 0.179 Epoch 39 Batch 662/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.899, Loss: 0.193 Epoch 39 Batch 663/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.185 Epoch 39 Batch 664/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.212 Epoch 39 Batch 665/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.213 Epoch 39 Batch 666/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.229 Epoch 39 Batch 667/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.216 Epoch 39 Batch 668/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.218 Epoch 39 Batch 669/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.200 Epoch 39 Batch 670/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.205 Epoch 39 Batch 671/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.219 Epoch 39 Batch 672/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.201 Epoch 39 Batch 673/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.202 Epoch 39 Batch 674/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.893, Loss: 0.200 Epoch 39 Batch 675/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.211 Epoch 39 Batch 676/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.206 Epoch 39 Batch 677/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.238 Epoch 39 Batch 678/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.892, Loss: 0.206 Epoch 39 Batch 679/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.231 Epoch 39 Batch 680/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.191 Epoch 39 Batch 681/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.897, Loss: 0.192 Epoch 39 Batch 682/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.213 Epoch 39 Batch 683/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.198 Epoch 39 Batch 684/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.900, Loss: 0.203 Epoch 39 Batch 685/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.208 Epoch 39 Batch 686/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.191 Epoch 39 Batch 687/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.220 Epoch 39 Batch 688/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.194 Epoch 39 Batch 689/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.894, Loss: 0.192 Epoch 39 Batch 690/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.894, Loss: 0.196 Epoch 39 Batch 691/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.222 Epoch 39 Batch 692/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.196 Epoch 39 Batch 693/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.899, Loss: 0.250 Epoch 39 Batch 694/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.215 Epoch 39 Batch 695/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.167 Epoch 39 Batch 696/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.898, Loss: 0.231 Epoch 39 Batch 697/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.205 Epoch 39 Batch 698/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.183 Epoch 39 Batch 699/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.197 Epoch 39 Batch 700/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.898, Loss: 0.189 Epoch 39 Batch 701/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.223 Epoch 39 Batch 702/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.234 Epoch 39 Batch 703/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.207 Epoch 39 Batch 704/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.236 Epoch 39 Batch 705/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.896, Loss: 0.222 Epoch 39 Batch 706/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.255 Epoch 39 Batch 707/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.215 Epoch 39 Batch 708/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.196 Epoch 39 Batch 709/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.902, Loss: 0.229 Epoch 39 Batch 710/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.174 Epoch 39 Batch 711/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.250 Epoch 39 Batch 712/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.897, Loss: 0.199 Epoch 39 Batch 713/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.181 Epoch 39 Batch 714/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.201 Epoch 39 Batch 715/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.243 Epoch 39 Batch 716/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.901, Loss: 0.176 Epoch 39 Batch 717/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.906, Loss: 0.195 Epoch 39 Batch 718/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.221 Epoch 39 Batch 719/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.907, Loss: 0.208 Epoch 39 Batch 720/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.906, Loss: 0.226 Epoch 39 Batch 721/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.199 Epoch 39 Batch 722/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.904, Loss: 0.205 Epoch 39 Batch 723/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.202 Epoch 39 Batch 724/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.238 Epoch 39 Batch 725/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.190 Epoch 39 Batch 726/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.202 Epoch 39 Batch 727/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.190 Epoch 39 Batch 728/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.217 Epoch 39 Batch 729/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.221 Epoch 39 Batch 730/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.207 Epoch 39 Batch 731/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.906, Loss: 0.202 Epoch 39 Batch 732/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.225 Epoch 39 Batch 733/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.207 Epoch 39 Batch 734/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.238 Epoch 39 Batch 735/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.213 Epoch 39 Batch 736/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.198 Epoch 39 Batch 737/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.903, Loss: 0.212 Epoch 39 Batch 738/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.182 Epoch 39 Batch 739/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.903, Loss: 0.201 Epoch 39 Batch 740/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.191 Epoch 39 Batch 741/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.908, Loss: 0.234 Epoch 39 Batch 742/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.198 Epoch 39 Batch 743/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.210 Epoch 39 Batch 744/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.200 Epoch 39 Batch 745/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.218 Epoch 39 Batch 746/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.904, Loss: 0.212 Epoch 39 Batch 747/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.899, Loss: 0.177 Epoch 39 Batch 748/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.207 Epoch 39 Batch 749/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.214 Epoch 39 Batch 750/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.237 Epoch 39 Batch 751/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.219 Epoch 39 Batch 752/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.176 Epoch 39 Batch 753/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.211 Epoch 39 Batch 754/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.214 Epoch 39 Batch 755/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.907, Loss: 0.219 Epoch 39 Batch 756/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.196 Epoch 39 Batch 757/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.902, Loss: 0.216 Epoch 39 Batch 758/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.179 Epoch 39 Batch 759/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.187 Epoch 39 Batch 760/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.208 Epoch 39 Batch 761/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.217 Epoch 39 Batch 762/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.896, Loss: 0.193 Epoch 39 Batch 763/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.190 Epoch 39 Batch 764/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.219 Epoch 39 Batch 765/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.895, Loss: 0.194 Epoch 39 Batch 766/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.214 Epoch 39 Batch 767/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.187 Epoch 39 Batch 768/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.194 Epoch 39 Batch 769/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.211 Epoch 39 Batch 770/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.901, Loss: 0.191 Epoch 39 Batch 771/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.225 Epoch 39 Batch 772/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.900, Loss: 0.206 Epoch 39 Batch 773/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.900, Loss: 0.187 Epoch 39 Batch 774/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.209 Epoch 39 Batch 775/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.216 Epoch 39 Batch 776/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.173 Epoch 39 Batch 777/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.903, Loss: 0.213 Epoch 39 Batch 778/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.193 Epoch 39 Batch 779/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.910, Loss: 0.199 Epoch 39 Batch 780/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.911, Loss: 0.214 Epoch 39 Batch 781/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.916, Loss: 0.176 Epoch 39 Batch 782/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.207 Epoch 39 Batch 783/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.907, Loss: 0.226 Epoch 39 Batch 784/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.906, Loss: 0.197 Epoch 39 Batch 785/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.905, Loss: 0.184 Epoch 39 Batch 786/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.195 Epoch 39 Batch 787/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.206 Epoch 39 Batch 788/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.190 Epoch 39 Batch 789/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.899, Loss: 0.222 Epoch 39 Batch 790/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.895, Loss: 0.233 Epoch 39 Batch 791/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.235 Epoch 39 Batch 792/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.893, Loss: 0.219 Epoch 39 Batch 793/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.893, Loss: 0.219 Epoch 39 Batch 794/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.205 Epoch 39 Batch 795/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.228 Epoch 39 Batch 796/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.191 Epoch 39 Batch 797/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.905, Loss: 0.204 Epoch 39 Batch 798/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.194 Epoch 39 Batch 799/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.222 Epoch 39 Batch 800/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.903, Loss: 0.200 Epoch 39 Batch 801/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.215 Epoch 39 Batch 802/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.218 Epoch 39 Batch 803/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.214 Epoch 39 Batch 804/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.192 Epoch 39 Batch 805/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.228 Epoch 39 Batch 806/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.896, Loss: 0.200 Epoch 39 Batch 807/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.902, Loss: 0.188 Epoch 39 Batch 808/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.222 Epoch 39 Batch 809/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.234 Epoch 39 Batch 810/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.183 Epoch 39 Batch 811/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.184 Epoch 39 Batch 812/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.904, Loss: 0.213 Epoch 39 Batch 813/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.202 Epoch 39 Batch 814/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.219 Epoch 39 Batch 815/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.202 Epoch 39 Batch 816/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.902, Loss: 0.217 Epoch 39 Batch 817/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.250 Epoch 39 Batch 818/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.219 Epoch 39 Batch 819/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.209 Epoch 39 Batch 820/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.899, Loss: 0.217 Epoch 39 Batch 821/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.201 Epoch 39 Batch 822/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.905, Loss: 0.199 Epoch 39 Batch 823/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.210 Epoch 39 Batch 824/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.200 Epoch 39 Batch 825/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.904, Loss: 0.203 Epoch 39 Batch 826/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.175 Epoch 39 Batch 827/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.222 Epoch 39 Batch 828/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.204 Epoch 39 Batch 829/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.223 Epoch 39 Batch 830/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.904, Loss: 0.205 Epoch 39 Batch 831/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.903, Loss: 0.219 Epoch 39 Batch 832/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.207 Epoch 39 Batch 833/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.232 Epoch 39 Batch 834/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.207 Epoch 39 Batch 835/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.212 Epoch 39 Batch 836/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.219 Epoch 39 Batch 837/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.237 Epoch 39 Batch 838/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.199 Epoch 39 Batch 839/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.904, Loss: 0.205 Epoch 39 Batch 840/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.196 Epoch 39 Batch 841/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.223 Epoch 39 Batch 842/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.192 Epoch 39 Batch 843/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.184 Epoch 39 Batch 844/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.897, Loss: 0.188 Epoch 39 Batch 845/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.195 Epoch 39 Batch 846/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.903, Loss: 0.251 Epoch 39 Batch 847/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.241 Epoch 39 Batch 848/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.898, Loss: 0.209 Epoch 39 Batch 849/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.898, Loss: 0.199 Epoch 39 Batch 850/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.230 Epoch 39 Batch 851/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.227 Epoch 39 Batch 852/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.907, Loss: 0.225 Epoch 39 Batch 853/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.199 Epoch 39 Batch 854/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.906, Loss: 0.217 Epoch 39 Batch 855/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.191 Epoch 39 Batch 856/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.225 Epoch 39 Batch 857/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.189 Epoch 39 Batch 858/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.191 Epoch 39 Batch 859/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.905, Loss: 0.230 Epoch 39 Batch 860/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.905, Loss: 0.205 Epoch 39 Batch 861/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.214 Epoch 39 Batch 862/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.906, Loss: 0.200 Epoch 39 Batch 863/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.205 Epoch 39 Batch 864/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.199 Epoch 39 Batch 865/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.208 Epoch 39 Batch 866/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.222 Epoch 39 Batch 867/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.895, Loss: 0.240 Epoch 39 Batch 868/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.900, Loss: 0.225 Epoch 39 Batch 869/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.210 Epoch 39 Batch 870/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.904, Loss: 0.220 Epoch 39 Batch 871/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.904, Loss: 0.190 Epoch 39 Batch 872/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.213 Epoch 39 Batch 873/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.208 Epoch 39 Batch 874/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.904, Loss: 0.222 Epoch 39 Batch 875/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.195 Epoch 39 Batch 876/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.901, Loss: 0.212 Epoch 39 Batch 877/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.191 Epoch 39 Batch 878/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.195 Epoch 39 Batch 879/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.190 Epoch 39 Batch 880/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.195 Epoch 39 Batch 881/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.219 Epoch 39 Batch 882/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.208 Epoch 39 Batch 883/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.910, Loss: 0.250 Epoch 39 Batch 884/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.904, Loss: 0.204 Epoch 39 Batch 885/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.904, Loss: 0.193 Epoch 39 Batch 886/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.229 Epoch 39 Batch 887/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.221 Epoch 39 Batch 888/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.198 Epoch 39 Batch 889/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.231 Epoch 39 Batch 890/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.200 Epoch 39 Batch 891/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.205 Epoch 39 Batch 892/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.177 Epoch 39 Batch 893/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.213 Epoch 39 Batch 894/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.900, Loss: 0.187 Epoch 39 Batch 895/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.197 Epoch 39 Batch 896/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.224 Epoch 39 Batch 897/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.189 Epoch 39 Batch 898/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.904, Loss: 0.182 Epoch 39 Batch 899/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.218 Epoch 39 Batch 900/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.236 Epoch 39 Batch 901/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.900, Loss: 0.234 Epoch 39 Batch 902/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.901, Loss: 0.232 Epoch 39 Batch 903/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.200 Epoch 39 Batch 904/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.191 Epoch 39 Batch 905/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.203 Epoch 39 Batch 906/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.197 Epoch 39 Batch 907/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.899, Loss: 0.196 Epoch 39 Batch 908/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.214 Epoch 39 Batch 909/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.211 Epoch 39 Batch 910/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.193 Epoch 39 Batch 911/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.201 Epoch 39 Batch 912/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.223 Epoch 39 Batch 913/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.246 Epoch 39 Batch 914/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.894, Loss: 0.236 Epoch 39 Batch 915/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.900, Loss: 0.208 Epoch 39 Batch 916/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.209 Epoch 39 Batch 917/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.194 Epoch 39 Batch 918/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.194 Epoch 39 Batch 919/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.213 Epoch 39 Batch 920/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.232 Epoch 39 Batch 921/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.213 Epoch 39 Batch 922/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.199 Epoch 39 Batch 923/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.212 Epoch 39 Batch 924/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.248 Epoch 39 Batch 925/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.195 Epoch 39 Batch 926/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.902, Loss: 0.216 Epoch 39 Batch 927/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.227 Epoch 39 Batch 928/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.211 Epoch 39 Batch 929/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.208 Epoch 39 Batch 930/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.200 Epoch 39 Batch 931/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.203 Epoch 39 Batch 932/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.190 Epoch 39 Batch 933/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.211 Epoch 39 Batch 934/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.904, Loss: 0.213 Epoch 39 Batch 935/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.212 Epoch 39 Batch 936/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.194 Epoch 39 Batch 937/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.224 Epoch 39 Batch 938/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.216 Epoch 39 Batch 939/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.223 Epoch 39 Batch 940/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.889, Loss: 0.195 Epoch 39 Batch 941/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.885, Loss: 0.188 Epoch 39 Batch 942/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.885, Loss: 0.227 Epoch 39 Batch 943/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.885, Loss: 0.214 Epoch 39 Batch 944/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.886, Loss: 0.199 Epoch 39 Batch 945/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.887, Loss: 0.192 Epoch 39 Batch 946/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.887, Loss: 0.198 Epoch 39 Batch 947/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.887, Loss: 0.234 Epoch 39 Batch 948/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.201 Epoch 39 Batch 949/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.888, Loss: 0.179 Epoch 39 Batch 950/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.886, Loss: 0.210 Epoch 39 Batch 951/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.890, Loss: 0.215 Epoch 39 Batch 952/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.889, Loss: 0.203 Epoch 39 Batch 953/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.895, Loss: 0.194 Epoch 39 Batch 954/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.217 Epoch 39 Batch 955/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.214 Epoch 39 Batch 956/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.896, Loss: 0.203 Epoch 39 Batch 957/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.900, Loss: 0.196 Epoch 39 Batch 958/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.223 Epoch 39 Batch 959/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.182 Epoch 39 Batch 960/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.905, Loss: 0.186 Epoch 39 Batch 961/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.202 Epoch 39 Batch 962/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.194 Epoch 39 Batch 963/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.899, Loss: 0.229 Epoch 39 Batch 964/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.200 Epoch 39 Batch 965/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.230 Epoch 39 Batch 966/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.174 Epoch 39 Batch 967/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.207 Epoch 39 Batch 968/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.900, Loss: 0.250 Epoch 39 Batch 969/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.901, Loss: 0.234 Epoch 39 Batch 970/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.901, Loss: 0.230 Epoch 39 Batch 971/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.900, Loss: 0.208 Epoch 39 Batch 972/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.198 Epoch 39 Batch 973/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.185 Epoch 39 Batch 974/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.188 Epoch 39 Batch 975/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.206 Epoch 39 Batch 976/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.188 Epoch 39 Batch 977/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.180 Epoch 39 Batch 978/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.214 Epoch 39 Batch 979/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.221 Epoch 39 Batch 980/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.209 Epoch 39 Batch 981/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.907, Loss: 0.199 Epoch 39 Batch 982/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.908, Loss: 0.206 Epoch 39 Batch 983/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.197 Epoch 39 Batch 984/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.902, Loss: 0.214 Epoch 39 Batch 985/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.189 Epoch 39 Batch 986/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.901, Loss: 0.217 Epoch 39 Batch 987/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.900, Loss: 0.204 Epoch 39 Batch 988/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.212 Epoch 39 Batch 989/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.229 Epoch 39 Batch 990/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.229 Epoch 39 Batch 991/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.207 Epoch 39 Batch 992/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.198 Epoch 39 Batch 993/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.191 Epoch 39 Batch 994/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.912, Loss: 0.206 Epoch 39 Batch 995/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.210 Epoch 39 Batch 996/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.182 Epoch 39 Batch 997/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.914, Loss: 0.214 Epoch 39 Batch 998/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.198 Epoch 39 Batch 999/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.208 Epoch 39 Batch 1000/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.201 Epoch 39 Batch 1001/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.908, Loss: 0.192 Epoch 39 Batch 1002/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.189 Epoch 39 Batch 1003/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.203 Epoch 39 Batch 1004/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.221 Epoch 39 Batch 1005/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.208 Epoch 39 Batch 1006/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.170 Epoch 39 Batch 1007/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.900, Loss: 0.207 Epoch 39 Batch 1008/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.263 Epoch 39 Batch 1009/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.899, Loss: 0.185 Epoch 39 Batch 1010/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.898, Loss: 0.204 Epoch 39 Batch 1011/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.893, Loss: 0.204 Epoch 39 Batch 1012/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.895, Loss: 0.191 Epoch 39 Batch 1013/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.196 Epoch 39 Batch 1014/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.899, Loss: 0.216 Epoch 39 Batch 1015/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.899, Loss: 0.240 Epoch 39 Batch 1016/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.231 Epoch 39 Batch 1017/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.202 Epoch 39 Batch 1018/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.912, Loss: 0.199 Epoch 39 Batch 1019/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.906, Loss: 0.238 Epoch 39 Batch 1020/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.902, Loss: 0.195 Epoch 39 Batch 1021/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.193 Epoch 39 Batch 1022/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.188 Epoch 39 Batch 1023/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.187 Epoch 39 Batch 1024/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.904, Loss: 0.230 Epoch 39 Batch 1025/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.904, Loss: 0.202 Epoch 39 Batch 1026/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.900, Loss: 0.193 Epoch 39 Batch 1027/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.221 Epoch 39 Batch 1028/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.203 Epoch 39 Batch 1029/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.204 Epoch 39 Batch 1030/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.219 Epoch 39 Batch 1031/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.204 Epoch 39 Batch 1032/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.224 Epoch 39 Batch 1033/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.909, Loss: 0.203 Epoch 39 Batch 1034/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.224 Epoch 39 Batch 1035/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.905, Loss: 0.169 Epoch 39 Batch 1036/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.227 Epoch 39 Batch 1037/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.228 Epoch 39 Batch 1038/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.208 Epoch 39 Batch 1039/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.902, Loss: 0.193 Epoch 39 Batch 1040/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.211 Epoch 39 Batch 1041/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.215 Epoch 39 Batch 1042/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.903, Loss: 0.206 Epoch 39 Batch 1043/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.227 Epoch 39 Batch 1044/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.205 Epoch 39 Batch 1045/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.199 Epoch 39 Batch 1046/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.910, Loss: 0.169 Epoch 39 Batch 1047/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.910, Loss: 0.192 Epoch 39 Batch 1048/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.910, Loss: 0.184 Epoch 39 Batch 1049/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.215 Epoch 39 Batch 1050/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.896, Loss: 0.193 Epoch 39 Batch 1051/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.224 Epoch 39 Batch 1052/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.204 Epoch 39 Batch 1053/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.909, Loss: 0.207 Epoch 39 Batch 1054/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.212 Epoch 39 Batch 1055/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.201 Epoch 39 Batch 1056/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.201 Epoch 39 Batch 1057/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.222 Epoch 39 Batch 1058/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.226 Epoch 39 Batch 1059/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.902, Loss: 0.241 Epoch 39 Batch 1060/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.196 Epoch 39 Batch 1061/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.220 Epoch 39 Batch 1062/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.198 Epoch 39 Batch 1063/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.215 Epoch 39 Batch 1064/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.196 Epoch 39 Batch 1065/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.898, Loss: 0.208 Epoch 39 Batch 1066/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.200 Epoch 39 Batch 1067/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.903, Loss: 0.223 Epoch 39 Batch 1068/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.218 Epoch 39 Batch 1069/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.171 Epoch 39 Batch 1070/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.206 Epoch 39 Batch 1071/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.193 Epoch 39 Batch 1072/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.195 Epoch 39 Batch 1073/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.224 Epoch 39 Batch 1074/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.224 Epoch 39 Batch 1075/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.899, Loss: 0.244 Epoch 40 Batch 0/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.183 Epoch 40 Batch 1/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.900, Loss: 0.202 Epoch 40 Batch 2/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.900, Loss: 0.210 Epoch 40 Batch 3/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.900, Loss: 0.189 Epoch 40 Batch 4/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.901, Loss: 0.231 Epoch 40 Batch 5/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.247 Epoch 40 Batch 6/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.210 Epoch 40 Batch 7/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.167 Epoch 40 Batch 8/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.190 Epoch 40 Batch 9/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.198 Epoch 40 Batch 10/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.216 Epoch 40 Batch 11/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.909, Loss: 0.214 Epoch 40 Batch 12/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.222 Epoch 40 Batch 13/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.904, Loss: 0.236 Epoch 40 Batch 14/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.905, Loss: 0.176 Epoch 40 Batch 15/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.192 Epoch 40 Batch 16/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.214 Epoch 40 Batch 17/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.202 Epoch 40 Batch 18/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.216 Epoch 40 Batch 19/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.202 Epoch 40 Batch 20/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.190 Epoch 40 Batch 21/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.895, Loss: 0.217 Epoch 40 Batch 22/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.204 Epoch 40 Batch 23/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.886, Loss: 0.208 Epoch 40 Batch 24/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.885, Loss: 0.192 Epoch 40 Batch 25/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.885, Loss: 0.183 Epoch 40 Batch 26/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.886, Loss: 0.220 Epoch 40 Batch 27/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.890, Loss: 0.182 Epoch 40 Batch 28/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.890, Loss: 0.218 Epoch 40 Batch 29/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.895, Loss: 0.186 Epoch 40 Batch 30/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.214 Epoch 40 Batch 31/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.204 Epoch 40 Batch 32/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.187 Epoch 40 Batch 33/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.893, Loss: 0.180 Epoch 40 Batch 34/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.209 Epoch 40 Batch 35/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.887, Loss: 0.192 Epoch 40 Batch 36/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.199 Epoch 40 Batch 37/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.883, Loss: 0.204 Epoch 40 Batch 38/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.892, Loss: 0.225 Epoch 40 Batch 39/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.230 Epoch 40 Batch 40/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.197 Epoch 40 Batch 41/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.208 Epoch 40 Batch 42/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.902, Loss: 0.249 Epoch 40 Batch 43/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.194 Epoch 40 Batch 44/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.902, Loss: 0.222 Epoch 40 Batch 45/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.898, Loss: 0.210 Epoch 40 Batch 46/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.206 Epoch 40 Batch 47/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.891, Loss: 0.207 Epoch 40 Batch 48/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.890, Loss: 0.250 Epoch 40 Batch 49/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.202 Epoch 40 Batch 50/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.890, Loss: 0.196 Epoch 40 Batch 51/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.891, Loss: 0.200 Epoch 40 Batch 52/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.206 Epoch 40 Batch 53/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.895, Loss: 0.210 Epoch 40 Batch 54/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.236 Epoch 40 Batch 55/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.892, Loss: 0.187 Epoch 40 Batch 56/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.886, Loss: 0.174 Epoch 40 Batch 57/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.182 Epoch 40 Batch 58/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.206 Epoch 40 Batch 59/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.885, Loss: 0.213 Epoch 40 Batch 60/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.885, Loss: 0.194 Epoch 40 Batch 61/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.221 Epoch 40 Batch 62/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.209 Epoch 40 Batch 63/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.886, Loss: 0.178 Epoch 40 Batch 64/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.205 Epoch 40 Batch 65/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.885, Loss: 0.195 Epoch 40 Batch 66/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.886, Loss: 0.182 Epoch 40 Batch 67/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.212 Epoch 40 Batch 68/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.223 Epoch 40 Batch 69/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.891, Loss: 0.231 Epoch 40 Batch 70/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.891, Loss: 0.210 Epoch 40 Batch 71/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.896, Loss: 0.192 Epoch 40 Batch 72/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.199 Epoch 40 Batch 73/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.202 Epoch 40 Batch 74/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.896, Loss: 0.186 Epoch 40 Batch 75/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.895, Loss: 0.247 Epoch 40 Batch 76/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.896, Loss: 0.179 Epoch 40 Batch 77/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.901, Loss: 0.206 Epoch 40 Batch 78/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.901, Loss: 0.220 Epoch 40 Batch 79/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.195 Epoch 40 Batch 80/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.203 Epoch 40 Batch 81/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.188 Epoch 40 Batch 82/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.188 Epoch 40 Batch 83/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.213 Epoch 40 Batch 84/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.198 Epoch 40 Batch 85/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.195 Epoch 40 Batch 86/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.201 Epoch 40 Batch 87/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.892, Loss: 0.239 Epoch 40 Batch 88/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.217 Epoch 40 Batch 89/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.893, Loss: 0.196 Epoch 40 Batch 90/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.893, Loss: 0.211 Epoch 40 Batch 91/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.171 Epoch 40 Batch 92/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.195 Epoch 40 Batch 93/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.890, Loss: 0.207 Epoch 40 Batch 94/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.891, Loss: 0.185 Epoch 40 Batch 95/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.891, Loss: 0.246 Epoch 40 Batch 96/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.889, Loss: 0.215 Epoch 40 Batch 97/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.196 Epoch 40 Batch 98/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.199 Epoch 40 Batch 99/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.898, Loss: 0.214 Epoch 40 Batch 100/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.202 Epoch 40 Batch 101/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.210 Epoch 40 Batch 102/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.188 Epoch 40 Batch 103/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.241 Epoch 40 Batch 104/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.897, Loss: 0.197 Epoch 40 Batch 105/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.195 Epoch 40 Batch 106/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.897, Loss: 0.228 Epoch 40 Batch 107/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.211 Epoch 40 Batch 108/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.904, Loss: 0.182 Epoch 40 Batch 109/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.197 Epoch 40 Batch 110/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.172 Epoch 40 Batch 111/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.215 Epoch 40 Batch 112/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.190 Epoch 40 Batch 113/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.222 Epoch 40 Batch 114/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.197 Epoch 40 Batch 115/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.905, Loss: 0.234 Epoch 40 Batch 116/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.908, Loss: 0.241 Epoch 40 Batch 117/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.906, Loss: 0.214 Epoch 40 Batch 118/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.904, Loss: 0.209 Epoch 40 Batch 119/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.905, Loss: 0.206 Epoch 40 Batch 120/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.906, Loss: 0.247 Epoch 40 Batch 121/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.192 Epoch 40 Batch 122/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.198 Epoch 40 Batch 123/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.181 Epoch 40 Batch 124/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.232 Epoch 40 Batch 125/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.214 Epoch 40 Batch 126/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.183 Epoch 40 Batch 127/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.222 Epoch 40 Batch 128/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.196 Epoch 40 Batch 129/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.906, Loss: 0.210 Epoch 40 Batch 130/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.179 Epoch 40 Batch 131/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.205 Epoch 40 Batch 132/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.901, Loss: 0.206 Epoch 40 Batch 133/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.208 Epoch 40 Batch 134/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.901, Loss: 0.196 Epoch 40 Batch 135/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.205 Epoch 40 Batch 136/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.201 Epoch 40 Batch 137/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.163 Epoch 40 Batch 138/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.201 Epoch 40 Batch 139/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.901, Loss: 0.218 Epoch 40 Batch 140/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.902, Loss: 0.210 Epoch 40 Batch 141/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.899, Loss: 0.195 Epoch 40 Batch 142/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.199 Epoch 40 Batch 143/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.903, Loss: 0.214 Epoch 40 Batch 144/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.232 Epoch 40 Batch 145/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.905, Loss: 0.237 Epoch 40 Batch 146/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.910, Loss: 0.240 Epoch 40 Batch 147/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.911, Loss: 0.225 Epoch 40 Batch 148/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.200 Epoch 40 Batch 149/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.208 Epoch 40 Batch 150/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.200 Epoch 40 Batch 151/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.178 Epoch 40 Batch 152/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.919, Loss: 0.224 Epoch 40 Batch 153/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.213 Epoch 40 Batch 154/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.207 Epoch 40 Batch 155/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.206 Epoch 40 Batch 156/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.191 Epoch 40 Batch 157/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.920, Loss: 0.214 Epoch 40 Batch 158/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.216 Epoch 40 Batch 159/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.163 Epoch 40 Batch 160/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.194 Epoch 40 Batch 161/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.202 Epoch 40 Batch 162/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.912, Loss: 0.248 Epoch 40 Batch 163/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.239 Epoch 40 Batch 164/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.225 Epoch 40 Batch 165/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.186 Epoch 40 Batch 166/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.216 Epoch 40 Batch 167/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.193 Epoch 40 Batch 168/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.232 Epoch 40 Batch 169/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.206 Epoch 40 Batch 170/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.211 Epoch 40 Batch 171/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.903, Loss: 0.193 Epoch 40 Batch 172/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.189 Epoch 40 Batch 173/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.222 Epoch 40 Batch 174/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.195 Epoch 40 Batch 175/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.199 Epoch 40 Batch 176/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.902, Loss: 0.202 Epoch 40 Batch 177/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.897, Loss: 0.211 Epoch 40 Batch 178/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.897, Loss: 0.194 Epoch 40 Batch 179/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.204 Epoch 40 Batch 180/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.187 Epoch 40 Batch 181/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.903, Loss: 0.221 Epoch 40 Batch 182/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.203 Epoch 40 Batch 183/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.899, Loss: 0.218 Epoch 40 Batch 184/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.894, Loss: 0.203 Epoch 40 Batch 185/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.894, Loss: 0.215 Epoch 40 Batch 186/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.893, Loss: 0.202 Epoch 40 Batch 187/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.893, Loss: 0.196 Epoch 40 Batch 188/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.893, Loss: 0.195 Epoch 40 Batch 189/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.185 Epoch 40 Batch 190/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.196 Epoch 40 Batch 191/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.183 Epoch 40 Batch 192/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.224 Epoch 40 Batch 193/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.177 Epoch 40 Batch 194/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.191 Epoch 40 Batch 195/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.192 Epoch 40 Batch 196/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.196 Epoch 40 Batch 197/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.218 Epoch 40 Batch 198/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.195 Epoch 40 Batch 199/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.198 Epoch 40 Batch 200/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.212 Epoch 40 Batch 201/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.176 Epoch 40 Batch 202/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.202 Epoch 40 Batch 203/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.187 Epoch 40 Batch 204/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.898, Loss: 0.249 Epoch 40 Batch 205/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.899, Loss: 0.195 Epoch 40 Batch 206/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.205 Epoch 40 Batch 207/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.194 Epoch 40 Batch 208/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.246 Epoch 40 Batch 209/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.903, Loss: 0.173 Epoch 40 Batch 210/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.224 Epoch 40 Batch 211/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.193 Epoch 40 Batch 212/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.167 Epoch 40 Batch 213/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.176 Epoch 40 Batch 214/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.187 Epoch 40 Batch 215/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.902, Loss: 0.226 Epoch 40 Batch 216/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.211 Epoch 40 Batch 217/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.178 Epoch 40 Batch 218/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.249 Epoch 40 Batch 219/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.901, Loss: 0.195 Epoch 40 Batch 220/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.224 Epoch 40 Batch 221/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.900, Loss: 0.201 Epoch 40 Batch 222/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.221 Epoch 40 Batch 223/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.895, Loss: 0.180 Epoch 40 Batch 224/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.213 Epoch 40 Batch 225/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.228 Epoch 40 Batch 226/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.196 Epoch 40 Batch 227/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.895, Loss: 0.227 Epoch 40 Batch 228/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.191 Epoch 40 Batch 229/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.908, Loss: 0.243 Epoch 40 Batch 230/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.201 Epoch 40 Batch 231/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.212 Epoch 40 Batch 232/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.205 Epoch 40 Batch 233/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.233 Epoch 40 Batch 234/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.898, Loss: 0.236 Epoch 40 Batch 235/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.899, Loss: 0.198 Epoch 40 Batch 236/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.238 Epoch 40 Batch 237/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.182 Epoch 40 Batch 238/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.199 Epoch 40 Batch 239/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.912, Loss: 0.175 Epoch 40 Batch 240/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.912, Loss: 0.191 Epoch 40 Batch 241/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.184 Epoch 40 Batch 242/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.183 Epoch 40 Batch 243/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.213 Epoch 40 Batch 244/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.200 Epoch 40 Batch 245/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.201 Epoch 40 Batch 246/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.211 Epoch 40 Batch 247/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.903, Loss: 0.196 Epoch 40 Batch 248/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.184 Epoch 40 Batch 249/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.197 Epoch 40 Batch 250/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.905, Loss: 0.187 Epoch 40 Batch 251/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.191 Epoch 40 Batch 252/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.217 Epoch 40 Batch 253/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.896, Loss: 0.197 Epoch 40 Batch 254/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.228 Epoch 40 Batch 255/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.906, Loss: 0.218 Epoch 40 Batch 256/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.900, Loss: 0.257 Epoch 40 Batch 257/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.195 Epoch 40 Batch 258/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.205 Epoch 40 Batch 259/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.194 Epoch 40 Batch 260/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.185 Epoch 40 Batch 261/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.195 Epoch 40 Batch 262/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.202 Epoch 40 Batch 263/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.903, Loss: 0.183 Epoch 40 Batch 264/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.212 Epoch 40 Batch 265/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.203 Epoch 40 Batch 266/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.908, Loss: 0.207 Epoch 40 Batch 267/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.183 Epoch 40 Batch 268/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.210 Epoch 40 Batch 269/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.901, Loss: 0.226 Epoch 40 Batch 270/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.215 Epoch 40 Batch 271/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.200 Epoch 40 Batch 272/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.265 Epoch 40 Batch 273/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.178 Epoch 40 Batch 274/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.213 Epoch 40 Batch 275/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.218 Epoch 40 Batch 276/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.236 Epoch 40 Batch 277/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.896, Loss: 0.181 Epoch 40 Batch 278/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.893, Loss: 0.215 Epoch 40 Batch 279/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.887, Loss: 0.238 Epoch 40 Batch 280/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.188 Epoch 40 Batch 281/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.220 Epoch 40 Batch 282/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.242 Epoch 40 Batch 283/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.888, Loss: 0.217 Epoch 40 Batch 284/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.888, Loss: 0.230 Epoch 40 Batch 285/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.887, Loss: 0.215 Epoch 40 Batch 286/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.178 Epoch 40 Batch 287/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.212 Epoch 40 Batch 288/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.206 Epoch 40 Batch 289/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.204 Epoch 40 Batch 290/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.235 Epoch 40 Batch 291/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.220 Epoch 40 Batch 292/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.897, Loss: 0.198 Epoch 40 Batch 293/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.896, Loss: 0.220 Epoch 40 Batch 294/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.180 Epoch 40 Batch 295/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.896, Loss: 0.216 Epoch 40 Batch 296/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.895, Loss: 0.191 Epoch 40 Batch 297/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.896, Loss: 0.229 Epoch 40 Batch 298/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.896, Loss: 0.224 Epoch 40 Batch 299/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.189 Epoch 40 Batch 300/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.900, Loss: 0.193 Epoch 40 Batch 301/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.192 Epoch 40 Batch 302/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.902, Loss: 0.183 Epoch 40 Batch 303/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.244 Epoch 40 Batch 304/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.185 Epoch 40 Batch 305/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.212 Epoch 40 Batch 306/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.205 Epoch 40 Batch 307/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.193 Epoch 40 Batch 308/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.214 Epoch 40 Batch 309/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.176 Epoch 40 Batch 310/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.214 Epoch 40 Batch 311/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.193 Epoch 40 Batch 312/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.908, Loss: 0.209 Epoch 40 Batch 313/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.196 Epoch 40 Batch 314/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.199 Epoch 40 Batch 315/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.896, Loss: 0.181 Epoch 40 Batch 316/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.192 Epoch 40 Batch 317/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.895, Loss: 0.228 Epoch 40 Batch 318/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.894, Loss: 0.212 Epoch 40 Batch 319/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.197 Epoch 40 Batch 320/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.216 Epoch 40 Batch 321/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.891, Loss: 0.199 Epoch 40 Batch 322/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.201 Epoch 40 Batch 323/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.200 Epoch 40 Batch 324/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.196 Epoch 40 Batch 325/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.208 Epoch 40 Batch 326/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.194 Epoch 40 Batch 327/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.895, Loss: 0.229 Epoch 40 Batch 328/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.889, Loss: 0.223 Epoch 40 Batch 329/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.888, Loss: 0.198 Epoch 40 Batch 330/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.213 Epoch 40 Batch 331/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.206 Epoch 40 Batch 332/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.898, Loss: 0.167 Epoch 40 Batch 333/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.198 Epoch 40 Batch 334/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.195 Epoch 40 Batch 335/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.230 Epoch 40 Batch 336/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.219 Epoch 40 Batch 337/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.899, Loss: 0.203 Epoch 40 Batch 338/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.899, Loss: 0.243 Epoch 40 Batch 339/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.177 Epoch 40 Batch 340/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.218 Epoch 40 Batch 341/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.244 Epoch 40 Batch 342/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.195 Epoch 40 Batch 343/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.900, Loss: 0.202 Epoch 40 Batch 344/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.214 Epoch 40 Batch 345/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.217 Epoch 40 Batch 346/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.209 Epoch 40 Batch 347/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.902, Loss: 0.178 Epoch 40 Batch 348/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.906, Loss: 0.204 Epoch 40 Batch 349/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.197 Epoch 40 Batch 350/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.897, Loss: 0.196 Epoch 40 Batch 351/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.213 Epoch 40 Batch 352/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.893, Loss: 0.195 Epoch 40 Batch 353/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.888, Loss: 0.217 Epoch 40 Batch 354/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.884, Loss: 0.227 Epoch 40 Batch 355/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.883, Loss: 0.211 Epoch 40 Batch 356/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.883, Loss: 0.209 Epoch 40 Batch 357/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.882, Loss: 0.200 Epoch 40 Batch 358/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.883, Loss: 0.241 Epoch 40 Batch 359/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.879, Loss: 0.203 Epoch 40 Batch 360/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.879, Loss: 0.188 Epoch 40 Batch 361/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.880, Loss: 0.226 Epoch 40 Batch 362/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.880, Loss: 0.218 Epoch 40 Batch 363/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.885, Loss: 0.217 Epoch 40 Batch 364/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.878, Loss: 0.215 Epoch 40 Batch 365/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.877, Loss: 0.189 Epoch 40 Batch 366/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.877, Loss: 0.192 Epoch 40 Batch 367/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.881, Loss: 0.171 Epoch 40 Batch 368/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.206 Epoch 40 Batch 369/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.187 Epoch 40 Batch 370/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.902, Loss: 0.220 Epoch 40 Batch 371/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.203 Epoch 40 Batch 372/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.901, Loss: 0.204 Epoch 40 Batch 373/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.181 Epoch 40 Batch 374/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.903, Loss: 0.220 Epoch 40 Batch 375/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.894, Loss: 0.199 Epoch 40 Batch 376/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.890, Loss: 0.205 Epoch 40 Batch 377/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.215 Epoch 40 Batch 378/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.183 Epoch 40 Batch 379/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.227 Epoch 40 Batch 380/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.202 Epoch 40 Batch 381/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.896, Loss: 0.204 Epoch 40 Batch 382/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.223 Epoch 40 Batch 383/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.200 Epoch 40 Batch 384/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.193 Epoch 40 Batch 385/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.223 Epoch 40 Batch 386/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.901, Loss: 0.192 Epoch 40 Batch 387/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.175 Epoch 40 Batch 388/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.187 Epoch 40 Batch 389/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.203 Epoch 40 Batch 390/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.906, Loss: 0.218 Epoch 40 Batch 391/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.214 Epoch 40 Batch 392/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.227 Epoch 40 Batch 393/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.193 Epoch 40 Batch 394/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.909, Loss: 0.219 Epoch 40 Batch 395/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.905, Loss: 0.190 Epoch 40 Batch 396/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.226 Epoch 40 Batch 397/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.211 Epoch 40 Batch 398/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.208 Epoch 40 Batch 399/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.907, Loss: 0.219 Epoch 40 Batch 400/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.222 Epoch 40 Batch 401/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.183 Epoch 40 Batch 402/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.181 Epoch 40 Batch 403/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.216 Epoch 40 Batch 404/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.203 Epoch 40 Batch 405/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.895, Loss: 0.207 Epoch 40 Batch 406/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.896, Loss: 0.191 Epoch 40 Batch 407/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.225 Epoch 40 Batch 408/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.892, Loss: 0.212 Epoch 40 Batch 409/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.234 Epoch 40 Batch 410/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.220 Epoch 40 Batch 411/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.214 Epoch 40 Batch 412/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.194 Epoch 40 Batch 413/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.191 Epoch 40 Batch 414/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.199 Epoch 40 Batch 415/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.208 Epoch 40 Batch 416/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.901, Loss: 0.194 Epoch 40 Batch 417/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.231 Epoch 40 Batch 418/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.904, Loss: 0.197 Epoch 40 Batch 419/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.202 Epoch 40 Batch 420/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.195 Epoch 40 Batch 421/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.208 Epoch 40 Batch 422/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.204 Epoch 40 Batch 423/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.209 Epoch 40 Batch 424/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.906, Loss: 0.208 Epoch 40 Batch 425/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.178 Epoch 40 Batch 426/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.250 Epoch 40 Batch 427/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.197 Epoch 40 Batch 428/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.207 Epoch 40 Batch 429/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.196 Epoch 40 Batch 430/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.189 Epoch 40 Batch 431/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.196 Epoch 40 Batch 432/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.205 Epoch 40 Batch 433/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.203 Epoch 40 Batch 434/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.199 Epoch 40 Batch 435/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.208 Epoch 40 Batch 436/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.189 Epoch 40 Batch 437/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.192 Epoch 40 Batch 438/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.894, Loss: 0.202 Epoch 40 Batch 439/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.890, Loss: 0.240 Epoch 40 Batch 440/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.889, Loss: 0.225 Epoch 40 Batch 441/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.888, Loss: 0.212 Epoch 40 Batch 442/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.888, Loss: 0.215 Epoch 40 Batch 443/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.887, Loss: 0.189 Epoch 40 Batch 444/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.885, Loss: 0.195 Epoch 40 Batch 445/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.199 Epoch 40 Batch 446/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.887, Loss: 0.166 Epoch 40 Batch 447/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.892, Loss: 0.203 Epoch 40 Batch 448/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.237 Epoch 40 Batch 449/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.207 Epoch 40 Batch 450/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.892, Loss: 0.211 Epoch 40 Batch 451/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.886, Loss: 0.196 Epoch 40 Batch 452/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.224 Epoch 40 Batch 453/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.896, Loss: 0.195 Epoch 40 Batch 454/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.894, Loss: 0.205 Epoch 40 Batch 455/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.889, Loss: 0.203 Epoch 40 Batch 456/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.890, Loss: 0.207 Epoch 40 Batch 457/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.892, Loss: 0.173 Epoch 40 Batch 458/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.892, Loss: 0.210 Epoch 40 Batch 459/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.187 Epoch 40 Batch 460/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.202 Epoch 40 Batch 461/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.195 Epoch 40 Batch 462/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.901, Loss: 0.205 Epoch 40 Batch 463/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.222 Epoch 40 Batch 464/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.194 Epoch 40 Batch 465/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.898, Loss: 0.240 Epoch 40 Batch 466/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.197 Epoch 40 Batch 467/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.217 Epoch 40 Batch 468/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.225 Epoch 40 Batch 469/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.207 Epoch 40 Batch 470/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.893, Loss: 0.204 Epoch 40 Batch 471/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.892, Loss: 0.182 Epoch 40 Batch 472/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.892, Loss: 0.185 Epoch 40 Batch 473/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.219 Epoch 40 Batch 474/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.204 Epoch 40 Batch 475/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.186 Epoch 40 Batch 476/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.205 Epoch 40 Batch 477/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.888, Loss: 0.199 Epoch 40 Batch 478/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.257 Epoch 40 Batch 479/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.888, Loss: 0.206 Epoch 40 Batch 480/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.887, Loss: 0.212 Epoch 40 Batch 481/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.888, Loss: 0.239 Epoch 40 Batch 482/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.217 Epoch 40 Batch 483/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.212 Epoch 40 Batch 484/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.893, Loss: 0.225 Epoch 40 Batch 485/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.893, Loss: 0.196 Epoch 40 Batch 486/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.192 Epoch 40 Batch 487/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.202 Epoch 40 Batch 488/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.204 Epoch 40 Batch 489/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.202 Epoch 40 Batch 490/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.196 Epoch 40 Batch 491/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.211 Epoch 40 Batch 492/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.229 Epoch 40 Batch 493/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.190 Epoch 40 Batch 494/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.185 Epoch 40 Batch 495/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.904, Loss: 0.190 Epoch 40 Batch 496/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.205 Epoch 40 Batch 497/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.224 Epoch 40 Batch 498/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.189 Epoch 40 Batch 499/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.903, Loss: 0.196 Epoch 40 Batch 500/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.899, Loss: 0.189 Epoch 40 Batch 501/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.189 Epoch 40 Batch 502/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.900, Loss: 0.196 Epoch 40 Batch 503/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.198 Epoch 40 Batch 504/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.209 Epoch 40 Batch 505/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.899, Loss: 0.161 Epoch 40 Batch 506/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.205 Epoch 40 Batch 507/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.900, Loss: 0.198 Epoch 40 Batch 508/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.190 Epoch 40 Batch 509/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.229 Epoch 40 Batch 510/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.199 Epoch 40 Batch 511/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.201 Epoch 40 Batch 512/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.909, Loss: 0.188 Epoch 40 Batch 513/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.215 Epoch 40 Batch 514/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.907, Loss: 0.199 Epoch 40 Batch 515/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.203 Epoch 40 Batch 516/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.185 Epoch 40 Batch 517/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.180 Epoch 40 Batch 518/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.199 Epoch 40 Batch 519/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.210 Epoch 40 Batch 520/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.187 Epoch 40 Batch 521/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.212 Epoch 40 Batch 522/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.902, Loss: 0.240 Epoch 40 Batch 523/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.193 Epoch 40 Batch 524/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.225 Epoch 40 Batch 525/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.217 Epoch 40 Batch 526/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.183 Epoch 40 Batch 527/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.210 Epoch 40 Batch 528/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.185 Epoch 40 Batch 529/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.186 Epoch 40 Batch 530/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.216 Epoch 40 Batch 531/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.190 Epoch 40 Batch 532/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.903, Loss: 0.220 Epoch 40 Batch 533/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.222 Epoch 40 Batch 534/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.188 Epoch 40 Batch 535/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.903, Loss: 0.188 Epoch 40 Batch 536/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.191 Epoch 40 Batch 537/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.203 Epoch 40 Batch 538/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.176 Epoch 40 Batch 539/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.229 Epoch 40 Batch 540/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.902, Loss: 0.198 Epoch 40 Batch 541/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.208 Epoch 40 Batch 542/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.203 Epoch 40 Batch 543/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.204 Epoch 40 Batch 544/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.188 Epoch 40 Batch 545/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.209 Epoch 40 Batch 546/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.206 Epoch 40 Batch 547/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.193 Epoch 40 Batch 548/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.225 Epoch 40 Batch 549/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.907, Loss: 0.229 Epoch 40 Batch 550/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.908, Loss: 0.199 Epoch 40 Batch 551/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.225 Epoch 40 Batch 552/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.211 Epoch 40 Batch 553/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.219 Epoch 40 Batch 554/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.210 Epoch 40 Batch 555/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.204 Epoch 40 Batch 556/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.198 Epoch 40 Batch 557/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.192 Epoch 40 Batch 558/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.188 Epoch 40 Batch 559/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.201 Epoch 40 Batch 560/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.196 Epoch 40 Batch 561/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.192 Epoch 40 Batch 562/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.198 Epoch 40 Batch 563/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.914, Loss: 0.232 Epoch 40 Batch 564/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.229 Epoch 40 Batch 565/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.914, Loss: 0.247 Epoch 40 Batch 566/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.913, Loss: 0.229 Epoch 40 Batch 567/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.221 Epoch 40 Batch 568/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.206 Epoch 40 Batch 569/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.229 Epoch 40 Batch 570/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.243 Epoch 40 Batch 571/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.185 Epoch 40 Batch 572/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.193 Epoch 40 Batch 573/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.215 Epoch 40 Batch 574/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.204 Epoch 40 Batch 575/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.204 Epoch 40 Batch 576/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.199 Epoch 40 Batch 577/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.200 Epoch 40 Batch 578/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.910, Loss: 0.218 Epoch 40 Batch 579/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.200 Epoch 40 Batch 580/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.175 Epoch 40 Batch 581/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.187 Epoch 40 Batch 582/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.901, Loss: 0.208 Epoch 40 Batch 583/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.903, Loss: 0.229 Epoch 40 Batch 584/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.209 Epoch 40 Batch 585/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.178 Epoch 40 Batch 586/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.200 Epoch 40 Batch 587/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.213 Epoch 40 Batch 588/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.192 Epoch 40 Batch 589/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.907, Loss: 0.197 Epoch 40 Batch 590/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.903, Loss: 0.214 Epoch 40 Batch 591/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.192 Epoch 40 Batch 592/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.209 Epoch 40 Batch 593/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.206 Epoch 40 Batch 594/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.216 Epoch 40 Batch 595/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.228 Epoch 40 Batch 596/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.903, Loss: 0.226 Epoch 40 Batch 597/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.904, Loss: 0.203 Epoch 40 Batch 598/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.217 Epoch 40 Batch 599/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.241 Epoch 40 Batch 600/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.214 Epoch 40 Batch 601/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.202 Epoch 40 Batch 602/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.902, Loss: 0.215 Epoch 40 Batch 603/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.196 Epoch 40 Batch 604/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.224 Epoch 40 Batch 605/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.903, Loss: 0.220 Epoch 40 Batch 606/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.189 Epoch 40 Batch 607/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.903, Loss: 0.188 Epoch 40 Batch 608/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.221 Epoch 40 Batch 609/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.902, Loss: 0.209 Epoch 40 Batch 610/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.213 Epoch 40 Batch 611/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.213 Epoch 40 Batch 612/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.903, Loss: 0.182 Epoch 40 Batch 613/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.225 Epoch 40 Batch 614/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.197 Epoch 40 Batch 615/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.202 Epoch 40 Batch 616/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.242 Epoch 40 Batch 617/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.196 Epoch 40 Batch 618/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.203 Epoch 40 Batch 619/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.195 Epoch 40 Batch 620/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.191 Epoch 40 Batch 621/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.904, Loss: 0.222 Epoch 40 Batch 622/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.214 Epoch 40 Batch 623/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.900, Loss: 0.223 Epoch 40 Batch 624/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.200 Epoch 40 Batch 625/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.214 Epoch 40 Batch 626/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.908, Loss: 0.185 Epoch 40 Batch 627/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.204 Epoch 40 Batch 628/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.208 Epoch 40 Batch 629/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.212 Epoch 40 Batch 630/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.206 Epoch 40 Batch 631/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.218 Epoch 40 Batch 632/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.183 Epoch 40 Batch 633/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.196 Epoch 40 Batch 634/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.194 Epoch 40 Batch 635/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.900, Loss: 0.236 Epoch 40 Batch 636/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.895, Loss: 0.192 Epoch 40 Batch 637/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.894, Loss: 0.218 Epoch 40 Batch 638/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.894, Loss: 0.210 Epoch 40 Batch 639/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.218 Epoch 40 Batch 640/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.186 Epoch 40 Batch 641/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.193 Epoch 40 Batch 642/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.896, Loss: 0.213 Epoch 40 Batch 643/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.188 Epoch 40 Batch 644/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.199 Epoch 40 Batch 645/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.898, Loss: 0.200 Epoch 40 Batch 646/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.197 Epoch 40 Batch 647/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.206 Epoch 40 Batch 648/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.198 Epoch 40 Batch 649/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.232 Epoch 40 Batch 650/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.199 Epoch 40 Batch 651/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.206 Epoch 40 Batch 652/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.219 Epoch 40 Batch 653/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.220 Epoch 40 Batch 654/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.202 Epoch 40 Batch 655/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.914, Loss: 0.192 Epoch 40 Batch 656/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.195 Epoch 40 Batch 657/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.215 Epoch 40 Batch 658/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.912, Loss: 0.186 Epoch 40 Batch 659/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.210 Epoch 40 Batch 660/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.202 Epoch 40 Batch 661/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.910, Loss: 0.175 Epoch 40 Batch 662/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.200 Epoch 40 Batch 663/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.175 Epoch 40 Batch 664/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.200 Epoch 40 Batch 665/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.191 Epoch 40 Batch 666/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.225 Epoch 40 Batch 667/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.209 Epoch 40 Batch 668/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.193 Epoch 40 Batch 669/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.192 Epoch 40 Batch 670/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.197 Epoch 40 Batch 671/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.205 Epoch 40 Batch 672/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.220 Epoch 40 Batch 673/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.187 Epoch 40 Batch 674/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.902, Loss: 0.200 Epoch 40 Batch 675/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.216 Epoch 40 Batch 676/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.900, Loss: 0.205 Epoch 40 Batch 677/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.226 Epoch 40 Batch 678/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.192 Epoch 40 Batch 679/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.223 Epoch 40 Batch 680/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.181 Epoch 40 Batch 681/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.207 Epoch 40 Batch 682/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.198 Epoch 40 Batch 683/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.186 Epoch 40 Batch 684/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.899, Loss: 0.200 Epoch 40 Batch 685/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.207 Epoch 40 Batch 686/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.191 Epoch 40 Batch 687/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.221 Epoch 40 Batch 688/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.900, Loss: 0.203 Epoch 40 Batch 689/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.905, Loss: 0.181 Epoch 40 Batch 690/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.220 Epoch 40 Batch 691/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.223 Epoch 40 Batch 692/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.200 Epoch 40 Batch 693/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.904, Loss: 0.237 Epoch 40 Batch 694/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.206 Epoch 40 Batch 695/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.193 Epoch 40 Batch 696/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.903, Loss: 0.230 Epoch 40 Batch 697/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.200 Epoch 40 Batch 698/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.204 Epoch 40 Batch 699/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.194 Epoch 40 Batch 700/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.901, Loss: 0.203 Epoch 40 Batch 701/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.204 Epoch 40 Batch 702/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.222 Epoch 40 Batch 703/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.198 Epoch 40 Batch 704/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.219 Epoch 40 Batch 705/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.208 Epoch 40 Batch 706/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.905, Loss: 0.214 Epoch 40 Batch 707/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.196 Epoch 40 Batch 708/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.202 Epoch 40 Batch 709/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.896, Loss: 0.228 Epoch 40 Batch 710/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.199 Epoch 40 Batch 711/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.245 Epoch 40 Batch 712/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.896, Loss: 0.211 Epoch 40 Batch 713/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.173 Epoch 40 Batch 714/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.193 Epoch 40 Batch 715/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.897, Loss: 0.242 Epoch 40 Batch 716/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.895, Loss: 0.175 Epoch 40 Batch 717/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.900, Loss: 0.191 Epoch 40 Batch 718/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.899, Loss: 0.200 Epoch 40 Batch 719/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.199 Epoch 40 Batch 720/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.903, Loss: 0.216 Epoch 40 Batch 721/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.200 Epoch 40 Batch 722/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.908, Loss: 0.202 Epoch 40 Batch 723/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.214 Epoch 40 Batch 724/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.233 Epoch 40 Batch 725/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.177 Epoch 40 Batch 726/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.191 Epoch 40 Batch 727/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.192 Epoch 40 Batch 728/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.907, Loss: 0.199 Epoch 40 Batch 729/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.907, Loss: 0.222 Epoch 40 Batch 730/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.213 Epoch 40 Batch 731/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.900, Loss: 0.225 Epoch 40 Batch 732/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.904, Loss: 0.205 Epoch 40 Batch 733/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.200 Epoch 40 Batch 734/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.900, Loss: 0.211 Epoch 40 Batch 735/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.195 Epoch 40 Batch 736/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.183 Epoch 40 Batch 737/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.206 Epoch 40 Batch 738/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.174 Epoch 40 Batch 739/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.897, Loss: 0.200 Epoch 40 Batch 740/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.183 Epoch 40 Batch 741/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.890, Loss: 0.218 Epoch 40 Batch 742/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.885, Loss: 0.189 Epoch 40 Batch 743/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.887, Loss: 0.199 Epoch 40 Batch 744/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.887, Loss: 0.196 Epoch 40 Batch 745/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.221 Epoch 40 Batch 746/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.888, Loss: 0.200 Epoch 40 Batch 747/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.888, Loss: 0.175 Epoch 40 Batch 748/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.894, Loss: 0.194 Epoch 40 Batch 749/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.898, Loss: 0.216 Epoch 40 Batch 750/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.205 Epoch 40 Batch 751/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.211 Epoch 40 Batch 752/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.193 Epoch 40 Batch 753/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.205 Epoch 40 Batch 754/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.208 Epoch 40 Batch 755/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.903, Loss: 0.218 Epoch 40 Batch 756/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.201 Epoch 40 Batch 757/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.218 Epoch 40 Batch 758/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.186 Epoch 40 Batch 759/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.178 Epoch 40 Batch 760/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.217 Epoch 40 Batch 761/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.903, Loss: 0.206 Epoch 40 Batch 762/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.902, Loss: 0.185 Epoch 40 Batch 763/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.178 Epoch 40 Batch 764/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.200 Epoch 40 Batch 765/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.903, Loss: 0.204 Epoch 40 Batch 766/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.220 Epoch 40 Batch 767/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.189 Epoch 40 Batch 768/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.192 Epoch 40 Batch 769/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.213 Epoch 40 Batch 770/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.903, Loss: 0.183 Epoch 40 Batch 771/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.204 Epoch 40 Batch 772/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.902, Loss: 0.214 Epoch 40 Batch 773/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.183 Epoch 40 Batch 774/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.907, Loss: 0.225 Epoch 40 Batch 775/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.191 Epoch 40 Batch 776/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.173 Epoch 40 Batch 777/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.183 Epoch 40 Batch 778/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.188 Epoch 40 Batch 779/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.192 Epoch 40 Batch 780/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.908, Loss: 0.225 Epoch 40 Batch 781/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.908, Loss: 0.161 Epoch 40 Batch 782/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.185 Epoch 40 Batch 783/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.204 Epoch 40 Batch 784/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.179 Epoch 40 Batch 785/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.903, Loss: 0.188 Epoch 40 Batch 786/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.199 Epoch 40 Batch 787/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.184 Epoch 40 Batch 788/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.189 Epoch 40 Batch 789/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.212 Epoch 40 Batch 790/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.907, Loss: 0.218 Epoch 40 Batch 791/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.204 Epoch 40 Batch 792/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.206 Epoch 40 Batch 793/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.192 Epoch 40 Batch 794/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.189 Epoch 40 Batch 795/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.226 Epoch 40 Batch 796/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.202 Epoch 40 Batch 797/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.912, Loss: 0.195 Epoch 40 Batch 798/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.208 Epoch 40 Batch 799/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.913, Loss: 0.223 Epoch 40 Batch 800/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.913, Loss: 0.185 Epoch 40 Batch 801/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.213 Epoch 40 Batch 802/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.214 Epoch 40 Batch 803/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.209 Epoch 40 Batch 804/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.217 Epoch 40 Batch 805/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.911, Loss: 0.220 Epoch 40 Batch 806/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.198 Epoch 40 Batch 807/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.192 Epoch 40 Batch 808/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.222 Epoch 40 Batch 809/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.235 Epoch 40 Batch 810/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.193 Epoch 40 Batch 811/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.197 Epoch 40 Batch 812/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.898, Loss: 0.240 Epoch 40 Batch 813/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.204 Epoch 40 Batch 814/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.230 Epoch 40 Batch 815/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.209 Epoch 40 Batch 816/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.899, Loss: 0.219 Epoch 40 Batch 817/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.228 Epoch 40 Batch 818/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.215 Epoch 40 Batch 819/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.189 Epoch 40 Batch 820/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.904, Loss: 0.198 Epoch 40 Batch 821/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.201 Epoch 40 Batch 822/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.897, Loss: 0.209 Epoch 40 Batch 823/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.898, Loss: 0.198 Epoch 40 Batch 824/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.897, Loss: 0.208 Epoch 40 Batch 825/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.897, Loss: 0.185 Epoch 40 Batch 826/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.189 Epoch 40 Batch 827/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.199 Epoch 40 Batch 828/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.194 Epoch 40 Batch 829/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.900, Loss: 0.237 Epoch 40 Batch 830/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.206 Epoch 40 Batch 831/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.900, Loss: 0.226 Epoch 40 Batch 832/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.204 Epoch 40 Batch 833/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.213 Epoch 40 Batch 834/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.208 Epoch 40 Batch 835/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.209 Epoch 40 Batch 836/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.185 Epoch 40 Batch 837/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.241 Epoch 40 Batch 838/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.203 Epoch 40 Batch 839/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.184 Epoch 40 Batch 840/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.184 Epoch 40 Batch 841/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.900, Loss: 0.224 Epoch 40 Batch 842/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.181 Epoch 40 Batch 843/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.190 Epoch 40 Batch 844/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.183 Epoch 40 Batch 845/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.201 Epoch 40 Batch 846/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.905, Loss: 0.214 Epoch 40 Batch 847/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.203 Epoch 40 Batch 848/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.902, Loss: 0.190 Epoch 40 Batch 849/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.183 Epoch 40 Batch 850/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.222 Epoch 40 Batch 851/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.219 Epoch 40 Batch 852/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.216 Epoch 40 Batch 853/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.906, Loss: 0.188 Epoch 40 Batch 854/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.210 Epoch 40 Batch 855/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.210 Epoch 40 Batch 856/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.236 Epoch 40 Batch 857/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.203 Epoch 40 Batch 858/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.197 Epoch 40 Batch 859/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.214 Epoch 40 Batch 860/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.210 Epoch 40 Batch 861/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.902, Loss: 0.211 Epoch 40 Batch 862/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.906, Loss: 0.201 Epoch 40 Batch 863/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.191 Epoch 40 Batch 864/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.908, Loss: 0.195 Epoch 40 Batch 865/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.209 Epoch 40 Batch 866/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.227 Epoch 40 Batch 867/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.906, Loss: 0.254 Epoch 40 Batch 868/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.217 Epoch 40 Batch 869/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.202 Epoch 40 Batch 870/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.900, Loss: 0.206 Epoch 40 Batch 871/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.893, Loss: 0.215 Epoch 40 Batch 872/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.894, Loss: 0.204 Epoch 40 Batch 873/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.216 Epoch 40 Batch 874/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.899, Loss: 0.219 Epoch 40 Batch 875/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.208 Epoch 40 Batch 876/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.898, Loss: 0.206 Epoch 40 Batch 877/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.190 Epoch 40 Batch 878/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.201 Epoch 40 Batch 879/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.176 Epoch 40 Batch 880/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.211 Epoch 40 Batch 881/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.211 Epoch 40 Batch 882/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.199 Epoch 40 Batch 883/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.901, Loss: 0.256 Epoch 40 Batch 884/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.901, Loss: 0.182 Epoch 40 Batch 885/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.164 Epoch 40 Batch 886/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.897, Loss: 0.224 Epoch 40 Batch 887/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.897, Loss: 0.228 Epoch 40 Batch 888/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.205 Epoch 40 Batch 889/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.185 Epoch 40 Batch 890/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.897, Loss: 0.190 Epoch 40 Batch 891/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.897, Loss: 0.195 Epoch 40 Batch 892/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.897, Loss: 0.174 Epoch 40 Batch 893/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.207 Epoch 40 Batch 894/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.902, Loss: 0.189 Epoch 40 Batch 895/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.204 Epoch 40 Batch 896/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.220 Epoch 40 Batch 897/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.174 Epoch 40 Batch 898/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.899, Loss: 0.192 Epoch 40 Batch 899/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.206 Epoch 40 Batch 900/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.215 Epoch 40 Batch 901/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.231 Epoch 40 Batch 902/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.241 Epoch 40 Batch 903/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.195 Epoch 40 Batch 904/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.206 Epoch 40 Batch 905/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.178 Epoch 40 Batch 906/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.195 Epoch 40 Batch 907/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.195 Epoch 40 Batch 908/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.217 Epoch 40 Batch 909/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.208 Epoch 40 Batch 910/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.187 Epoch 40 Batch 911/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.184 Epoch 40 Batch 912/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.202 Epoch 40 Batch 913/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.229 Epoch 40 Batch 914/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.246 Epoch 40 Batch 915/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.908, Loss: 0.195 Epoch 40 Batch 916/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.211 Epoch 40 Batch 917/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.194 Epoch 40 Batch 918/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.189 Epoch 40 Batch 919/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.202 Epoch 40 Batch 920/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.200 Epoch 40 Batch 921/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.187 Epoch 40 Batch 922/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.203 Epoch 40 Batch 923/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.206 Epoch 40 Batch 924/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.227 Epoch 40 Batch 925/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.184 Epoch 40 Batch 926/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.909, Loss: 0.216 Epoch 40 Batch 927/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.909, Loss: 0.222 Epoch 40 Batch 928/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.200 Epoch 40 Batch 929/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.188 Epoch 40 Batch 930/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.183 Epoch 40 Batch 931/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.218 Epoch 40 Batch 932/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.910, Loss: 0.182 Epoch 40 Batch 933/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.211 Epoch 40 Batch 934/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.909, Loss: 0.200 Epoch 40 Batch 935/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.198 Epoch 40 Batch 936/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.219 Epoch 40 Batch 937/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.224 Epoch 40 Batch 938/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.229 Epoch 40 Batch 939/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.237 Epoch 40 Batch 940/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.189 Epoch 40 Batch 941/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.910, Loss: 0.186 Epoch 40 Batch 942/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.209 Epoch 40 Batch 943/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.205 Epoch 40 Batch 944/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.910, Loss: 0.191 Epoch 40 Batch 945/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.190 Epoch 40 Batch 946/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.910, Loss: 0.201 Epoch 40 Batch 947/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.910, Loss: 0.209 Epoch 40 Batch 948/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.189 Epoch 40 Batch 949/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.912, Loss: 0.174 Epoch 40 Batch 950/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.179 Epoch 40 Batch 951/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.913, Loss: 0.202 Epoch 40 Batch 952/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.188 Epoch 40 Batch 953/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.921, Loss: 0.191 Epoch 40 Batch 954/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.205 Epoch 40 Batch 955/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.917, Loss: 0.222 Epoch 40 Batch 956/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.212 Epoch 40 Batch 957/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.215 Epoch 40 Batch 958/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.215 Epoch 40 Batch 959/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.179 Epoch 40 Batch 960/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.185 Epoch 40 Batch 961/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.895, Loss: 0.224 Epoch 40 Batch 962/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.197 Epoch 40 Batch 963/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.894, Loss: 0.224 Epoch 40 Batch 964/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.894, Loss: 0.186 Epoch 40 Batch 965/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.219 Epoch 40 Batch 966/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.182 Epoch 40 Batch 967/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.183 Epoch 40 Batch 968/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.905, Loss: 0.241 Epoch 40 Batch 969/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.237 Epoch 40 Batch 970/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.207 Epoch 40 Batch 971/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.900, Loss: 0.213 Epoch 40 Batch 972/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.186 Epoch 40 Batch 973/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.898, Loss: 0.194 Epoch 40 Batch 974/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.189 Epoch 40 Batch 975/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.203 Epoch 40 Batch 976/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.897, Loss: 0.185 Epoch 40 Batch 977/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.182 Epoch 40 Batch 978/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.219 Epoch 40 Batch 979/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.214 Epoch 40 Batch 980/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.906, Loss: 0.201 Epoch 40 Batch 981/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.219 Epoch 40 Batch 982/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.209 Epoch 40 Batch 983/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.209 Epoch 40 Batch 984/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.899, Loss: 0.220 Epoch 40 Batch 985/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.898, Loss: 0.198 Epoch 40 Batch 986/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.215 Epoch 40 Batch 987/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.898, Loss: 0.199 Epoch 40 Batch 988/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.225 Epoch 40 Batch 989/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.218 Epoch 40 Batch 990/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.220 Epoch 40 Batch 991/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.208 Epoch 40 Batch 992/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.905, Loss: 0.203 Epoch 40 Batch 993/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.174 Epoch 40 Batch 994/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.915, Loss: 0.216 Epoch 40 Batch 995/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.197 Epoch 40 Batch 996/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.916, Loss: 0.190 Epoch 40 Batch 997/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.194 Epoch 40 Batch 998/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.910, Loss: 0.191 Epoch 40 Batch 999/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.205 Epoch 40 Batch 1000/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.187 Epoch 40 Batch 1001/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.908, Loss: 0.166 Epoch 40 Batch 1002/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.173 Epoch 40 Batch 1003/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.207 Epoch 40 Batch 1004/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.207 Epoch 40 Batch 1005/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.192 Epoch 40 Batch 1006/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.905, Loss: 0.168 Epoch 40 Batch 1007/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.903, Loss: 0.190 Epoch 40 Batch 1008/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.232 Epoch 40 Batch 1009/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.183 Epoch 40 Batch 1010/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.904, Loss: 0.191 Epoch 40 Batch 1011/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.209 Epoch 40 Batch 1012/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.191 Epoch 40 Batch 1013/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.185 Epoch 40 Batch 1014/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.196 Epoch 40 Batch 1015/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.215 Epoch 40 Batch 1016/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.198 Epoch 40 Batch 1017/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.209 Epoch 40 Batch 1018/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.905, Loss: 0.205 Epoch 40 Batch 1019/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.906, Loss: 0.216 Epoch 40 Batch 1020/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.910, Loss: 0.189 Epoch 40 Batch 1021/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.199 Epoch 40 Batch 1022/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.185 Epoch 40 Batch 1023/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.899, Loss: 0.178 Epoch 40 Batch 1024/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.900, Loss: 0.214 Epoch 40 Batch 1025/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.901, Loss: 0.216 Epoch 40 Batch 1026/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.896, Loss: 0.212 Epoch 40 Batch 1027/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.901, Loss: 0.223 Epoch 40 Batch 1028/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.907, Loss: 0.204 Epoch 40 Batch 1029/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.199 Epoch 40 Batch 1030/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.901, Loss: 0.206 Epoch 40 Batch 1031/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.216 Epoch 40 Batch 1032/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.217 Epoch 40 Batch 1033/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.908, Loss: 0.194 Epoch 40 Batch 1034/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.201 Epoch 40 Batch 1035/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.898, Loss: 0.181 Epoch 40 Batch 1036/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.239 Epoch 40 Batch 1037/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.200 Epoch 40 Batch 1038/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.203 Epoch 40 Batch 1039/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.188 Epoch 40 Batch 1040/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.889, Loss: 0.222 Epoch 40 Batch 1041/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.207 Epoch 40 Batch 1042/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.893, Loss: 0.209 Epoch 40 Batch 1043/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.893, Loss: 0.237 Epoch 40 Batch 1044/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.893, Loss: 0.215 Epoch 40 Batch 1045/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.893, Loss: 0.217 Epoch 40 Batch 1046/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.894, Loss: 0.171 Epoch 40 Batch 1047/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.893, Loss: 0.198 Epoch 40 Batch 1048/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.191 Epoch 40 Batch 1049/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.227 Epoch 40 Batch 1050/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.203 Epoch 40 Batch 1051/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.224 Epoch 40 Batch 1052/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.188 Epoch 40 Batch 1053/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.209 Epoch 40 Batch 1054/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.185 Epoch 40 Batch 1055/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.904, Loss: 0.205 Epoch 40 Batch 1056/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.200 Epoch 40 Batch 1057/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.222 Epoch 40 Batch 1058/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.211 Epoch 40 Batch 1059/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.907, Loss: 0.226 Epoch 40 Batch 1060/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.179 Epoch 40 Batch 1061/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.909, Loss: 0.227 Epoch 40 Batch 1062/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.195 Epoch 40 Batch 1063/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.197 Epoch 40 Batch 1064/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.209 Epoch 40 Batch 1065/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.225 Epoch 40 Batch 1066/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.200 Epoch 40 Batch 1067/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.222 Epoch 40 Batch 1068/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.191 Epoch 40 Batch 1069/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.177 Epoch 40 Batch 1070/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.910, Loss: 0.198 Epoch 40 Batch 1071/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.192 Epoch 40 Batch 1072/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.217 Epoch 40 Batch 1073/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.201 Epoch 40 Batch 1074/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.214 Epoch 40 Batch 1075/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.233 Epoch 41 Batch 0/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.187 Epoch 41 Batch 1/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.200 Epoch 41 Batch 2/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.915, Loss: 0.196 Epoch 41 Batch 3/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.188 Epoch 41 Batch 4/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.201 Epoch 41 Batch 5/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.244 Epoch 41 Batch 6/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.201 Epoch 41 Batch 7/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.184 Epoch 41 Batch 8/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.191 Epoch 41 Batch 9/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.197 Epoch 41 Batch 10/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.202 Epoch 41 Batch 11/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.900, Loss: 0.238 Epoch 41 Batch 12/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.223 Epoch 41 Batch 13/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.900, Loss: 0.209 Epoch 41 Batch 14/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.899, Loss: 0.175 Epoch 41 Batch 15/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.900, Loss: 0.201 Epoch 41 Batch 16/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.202 Epoch 41 Batch 17/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.190 Epoch 41 Batch 18/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.217 Epoch 41 Batch 19/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.888, Loss: 0.197 Epoch 41 Batch 20/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.889, Loss: 0.172 Epoch 41 Batch 21/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.888, Loss: 0.224 Epoch 41 Batch 22/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.884, Loss: 0.210 Epoch 41 Batch 23/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.885, Loss: 0.202 Epoch 41 Batch 24/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.885, Loss: 0.199 Epoch 41 Batch 25/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.885, Loss: 0.191 Epoch 41 Batch 26/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.884, Loss: 0.218 Epoch 41 Batch 27/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.884, Loss: 0.183 Epoch 41 Batch 28/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.882, Loss: 0.197 Epoch 41 Batch 29/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.886, Loss: 0.202 Epoch 41 Batch 30/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.203 Epoch 41 Batch 31/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.200 Epoch 41 Batch 32/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.186 Epoch 41 Batch 33/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.903, Loss: 0.177 Epoch 41 Batch 34/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.192 Epoch 41 Batch 35/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.198 Epoch 41 Batch 36/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.198 Epoch 41 Batch 37/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.217 Epoch 41 Batch 38/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.226 Epoch 41 Batch 39/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.253 Epoch 41 Batch 40/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.192 Epoch 41 Batch 41/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.181 Epoch 41 Batch 42/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.231 Epoch 41 Batch 43/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.914, Loss: 0.200 Epoch 41 Batch 44/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.195 Epoch 41 Batch 45/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.912, Loss: 0.211 Epoch 41 Batch 46/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.226 Epoch 41 Batch 47/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.913, Loss: 0.208 Epoch 41 Batch 48/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.235 Epoch 41 Batch 49/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.229 Epoch 41 Batch 50/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.202 Epoch 41 Batch 51/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.198 Epoch 41 Batch 52/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.196 Epoch 41 Batch 53/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.194 Epoch 41 Batch 54/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.245 Epoch 41 Batch 55/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.191 Epoch 41 Batch 56/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.178 Epoch 41 Batch 57/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.185 Epoch 41 Batch 58/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.189 Epoch 41 Batch 59/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.910, Loss: 0.191 Epoch 41 Batch 60/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.186 Epoch 41 Batch 61/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.202 Epoch 41 Batch 62/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.216 Epoch 41 Batch 63/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.181 Epoch 41 Batch 64/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.191 Epoch 41 Batch 65/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.198 Epoch 41 Batch 66/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.905, Loss: 0.178 Epoch 41 Batch 67/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.201 Epoch 41 Batch 68/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.222 Epoch 41 Batch 69/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.909, Loss: 0.226 Epoch 41 Batch 70/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.202 Epoch 41 Batch 71/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.189 Epoch 41 Batch 72/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.200 Epoch 41 Batch 73/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.201 Epoch 41 Batch 74/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.186 Epoch 41 Batch 75/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.905, Loss: 0.237 Epoch 41 Batch 76/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.907, Loss: 0.179 Epoch 41 Batch 77/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.907, Loss: 0.220 Epoch 41 Batch 78/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.906, Loss: 0.209 Epoch 41 Batch 79/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.216 Epoch 41 Batch 80/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.198 Epoch 41 Batch 81/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.905, Loss: 0.200 Epoch 41 Batch 82/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.171 Epoch 41 Batch 83/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.202 Epoch 41 Batch 84/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.216 Epoch 41 Batch 85/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.193 Epoch 41 Batch 86/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.195 Epoch 41 Batch 87/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.226 Epoch 41 Batch 88/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.905, Loss: 0.217 Epoch 41 Batch 89/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.205 Epoch 41 Batch 90/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.213 Epoch 41 Batch 91/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.905, Loss: 0.166 Epoch 41 Batch 92/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.211 Epoch 41 Batch 93/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.212 Epoch 41 Batch 94/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.165 Epoch 41 Batch 95/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.229 Epoch 41 Batch 96/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.911, Loss: 0.207 Epoch 41 Batch 97/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.191 Epoch 41 Batch 98/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.202 Epoch 41 Batch 99/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.208 Epoch 41 Batch 100/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.212 Epoch 41 Batch 101/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.904, Loss: 0.226 Epoch 41 Batch 102/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.195 Epoch 41 Batch 103/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.241 Epoch 41 Batch 104/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.197 Epoch 41 Batch 105/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.214 Epoch 41 Batch 106/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.222 Epoch 41 Batch 107/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.227 Epoch 41 Batch 108/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.906, Loss: 0.177 Epoch 41 Batch 109/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.183 Epoch 41 Batch 110/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.165 Epoch 41 Batch 111/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.193 Epoch 41 Batch 112/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.182 Epoch 41 Batch 113/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.222 Epoch 41 Batch 114/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.195 Epoch 41 Batch 115/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.901, Loss: 0.212 Epoch 41 Batch 116/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.900, Loss: 0.214 Epoch 41 Batch 117/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.216 Epoch 41 Batch 118/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.900, Loss: 0.223 Epoch 41 Batch 119/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.200 Epoch 41 Batch 120/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.227 Epoch 41 Batch 121/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.201 Epoch 41 Batch 122/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.901, Loss: 0.200 Epoch 41 Batch 123/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.901, Loss: 0.181 Epoch 41 Batch 124/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.228 Epoch 41 Batch 125/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.199 Epoch 41 Batch 126/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.176 Epoch 41 Batch 127/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.206 Epoch 41 Batch 128/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.907, Loss: 0.194 Epoch 41 Batch 129/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.212 Epoch 41 Batch 130/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.178 Epoch 41 Batch 131/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.200 Epoch 41 Batch 132/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.208 Epoch 41 Batch 133/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.181 Epoch 41 Batch 134/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.913, Loss: 0.192 Epoch 41 Batch 135/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.916, Loss: 0.200 Epoch 41 Batch 136/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.199 Epoch 41 Batch 137/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.164 Epoch 41 Batch 138/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.190 Epoch 41 Batch 139/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.208 Epoch 41 Batch 140/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.910, Loss: 0.199 Epoch 41 Batch 141/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.185 Epoch 41 Batch 142/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.183 Epoch 41 Batch 143/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.916, Loss: 0.211 Epoch 41 Batch 144/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.231 Epoch 41 Batch 145/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.215 Epoch 41 Batch 146/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.916, Loss: 0.229 Epoch 41 Batch 147/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.916, Loss: 0.238 Epoch 41 Batch 148/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.916, Loss: 0.204 Epoch 41 Batch 149/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.212 Epoch 41 Batch 150/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.199 Epoch 41 Batch 151/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.194 Epoch 41 Batch 152/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.224 Epoch 41 Batch 153/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.224 Epoch 41 Batch 154/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.215 Epoch 41 Batch 155/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.915, Loss: 0.207 Epoch 41 Batch 156/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.187 Epoch 41 Batch 157/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.202 Epoch 41 Batch 158/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.201 Epoch 41 Batch 159/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.178 Epoch 41 Batch 160/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.187 Epoch 41 Batch 161/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.195 Epoch 41 Batch 162/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.236 Epoch 41 Batch 163/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.245 Epoch 41 Batch 164/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.218 Epoch 41 Batch 165/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.179 Epoch 41 Batch 166/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.221 Epoch 41 Batch 167/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.202 Epoch 41 Batch 168/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.902, Loss: 0.234 Epoch 41 Batch 169/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.211 Epoch 41 Batch 170/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.907, Loss: 0.218 Epoch 41 Batch 171/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.177 Epoch 41 Batch 172/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.190 Epoch 41 Batch 173/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.210 Epoch 41 Batch 174/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.206 Epoch 41 Batch 175/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.197 Epoch 41 Batch 176/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.200 Epoch 41 Batch 177/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.906, Loss: 0.218 Epoch 41 Batch 178/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.907, Loss: 0.201 Epoch 41 Batch 179/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.205 Epoch 41 Batch 180/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.180 Epoch 41 Batch 181/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.230 Epoch 41 Batch 182/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.208 Epoch 41 Batch 183/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.904, Loss: 0.224 Epoch 41 Batch 184/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.904, Loss: 0.183 Epoch 41 Batch 185/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.219 Epoch 41 Batch 186/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.191 Epoch 41 Batch 187/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.908, Loss: 0.196 Epoch 41 Batch 188/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.908, Loss: 0.185 Epoch 41 Batch 189/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.195 Epoch 41 Batch 190/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.903, Loss: 0.190 Epoch 41 Batch 191/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.903, Loss: 0.185 Epoch 41 Batch 192/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.216 Epoch 41 Batch 193/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.188 Epoch 41 Batch 194/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.175 Epoch 41 Batch 195/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.187 Epoch 41 Batch 196/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.197 Epoch 41 Batch 197/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.903, Loss: 0.201 Epoch 41 Batch 198/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.210 Epoch 41 Batch 199/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.166 Epoch 41 Batch 200/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.206 Epoch 41 Batch 201/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.165 Epoch 41 Batch 202/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.207 Epoch 41 Batch 203/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.207 Epoch 41 Batch 204/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.907, Loss: 0.228 Epoch 41 Batch 205/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.190 Epoch 41 Batch 206/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.188 Epoch 41 Batch 207/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.202 Epoch 41 Batch 208/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.231 Epoch 41 Batch 209/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.914, Loss: 0.169 Epoch 41 Batch 210/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.209 Epoch 41 Batch 211/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.212 Epoch 41 Batch 212/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.174 Epoch 41 Batch 213/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.187 Epoch 41 Batch 214/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.905, Loss: 0.178 Epoch 41 Batch 215/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.898, Loss: 0.216 Epoch 41 Batch 216/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.894, Loss: 0.216 Epoch 41 Batch 217/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.183 Epoch 41 Batch 218/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.233 Epoch 41 Batch 219/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.893, Loss: 0.185 Epoch 41 Batch 220/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.226 Epoch 41 Batch 221/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.216 Epoch 41 Batch 222/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.208 Epoch 41 Batch 223/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.909, Loss: 0.170 Epoch 41 Batch 224/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.199 Epoch 41 Batch 225/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.219 Epoch 41 Batch 226/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.908, Loss: 0.183 Epoch 41 Batch 227/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.908, Loss: 0.243 Epoch 41 Batch 228/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.182 Epoch 41 Batch 229/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.226 Epoch 41 Batch 230/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.181 Epoch 41 Batch 231/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.232 Epoch 41 Batch 232/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.908, Loss: 0.207 Epoch 41 Batch 233/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.247 Epoch 41 Batch 234/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.908, Loss: 0.226 Epoch 41 Batch 235/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.908, Loss: 0.194 Epoch 41 Batch 236/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.199 Epoch 41 Batch 237/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.185 Epoch 41 Batch 238/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.203 Epoch 41 Batch 239/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.173 Epoch 41 Batch 240/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.905, Loss: 0.191 Epoch 41 Batch 241/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.906, Loss: 0.174 Epoch 41 Batch 242/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.185 Epoch 41 Batch 243/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.233 Epoch 41 Batch 244/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.212 Epoch 41 Batch 245/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.194 Epoch 41 Batch 246/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.191 Epoch 41 Batch 247/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.193 Epoch 41 Batch 248/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.205 Epoch 41 Batch 249/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.224 Epoch 41 Batch 250/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.191 Epoch 41 Batch 251/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.212 Epoch 41 Batch 252/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.203 Epoch 41 Batch 253/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.909, Loss: 0.218 Epoch 41 Batch 254/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.211 Epoch 41 Batch 255/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.216 Epoch 41 Batch 256/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.242 Epoch 41 Batch 257/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.206 Epoch 41 Batch 258/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.188 Epoch 41 Batch 259/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.198 Epoch 41 Batch 260/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.182 Epoch 41 Batch 261/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.192 Epoch 41 Batch 262/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.188 Epoch 41 Batch 263/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.180 Epoch 41 Batch 264/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.203 Epoch 41 Batch 265/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.907, Loss: 0.192 Epoch 41 Batch 266/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.906, Loss: 0.204 Epoch 41 Batch 267/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.183 Epoch 41 Batch 268/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.199 Epoch 41 Batch 269/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.907, Loss: 0.236 Epoch 41 Batch 270/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.217 Epoch 41 Batch 271/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.195 Epoch 41 Batch 272/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.908, Loss: 0.254 Epoch 41 Batch 273/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.185 Epoch 41 Batch 274/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.204 Epoch 41 Batch 275/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.199 Epoch 41 Batch 276/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.908, Loss: 0.223 Epoch 41 Batch 277/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.908, Loss: 0.159 Epoch 41 Batch 278/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.908, Loss: 0.242 Epoch 41 Batch 279/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.908, Loss: 0.233 Epoch 41 Batch 280/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.906, Loss: 0.207 Epoch 41 Batch 281/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.906, Loss: 0.210 Epoch 41 Batch 282/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.907, Loss: 0.254 Epoch 41 Batch 283/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.212 Epoch 41 Batch 284/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.214 Epoch 41 Batch 285/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.204 Epoch 41 Batch 286/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.181 Epoch 41 Batch 287/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.210 Epoch 41 Batch 288/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.911, Loss: 0.216 Epoch 41 Batch 289/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.202 Epoch 41 Batch 290/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.912, Loss: 0.244 Epoch 41 Batch 291/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.229 Epoch 41 Batch 292/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.187 Epoch 41 Batch 293/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.211 Epoch 41 Batch 294/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.204 Epoch 41 Batch 295/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.910, Loss: 0.217 Epoch 41 Batch 296/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.200 Epoch 41 Batch 297/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.915, Loss: 0.224 Epoch 41 Batch 298/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.916, Loss: 0.223 Epoch 41 Batch 299/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.917, Loss: 0.182 Epoch 41 Batch 300/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.917, Loss: 0.197 Epoch 41 Batch 301/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.184 Epoch 41 Batch 302/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.907, Loss: 0.197 Epoch 41 Batch 303/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.213 Epoch 41 Batch 304/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.195 Epoch 41 Batch 305/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.210 Epoch 41 Batch 306/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.206 Epoch 41 Batch 307/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.199 Epoch 41 Batch 308/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.217 Epoch 41 Batch 309/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.189 Epoch 41 Batch 310/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.916, Loss: 0.191 Epoch 41 Batch 311/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.186 Epoch 41 Batch 312/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.915, Loss: 0.232 Epoch 41 Batch 313/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.201 Epoch 41 Batch 314/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.192 Epoch 41 Batch 315/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.914, Loss: 0.184 Epoch 41 Batch 316/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.187 Epoch 41 Batch 317/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.904, Loss: 0.218 Epoch 41 Batch 318/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.205 Epoch 41 Batch 319/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.903, Loss: 0.206 Epoch 41 Batch 320/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.213 Epoch 41 Batch 321/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.903, Loss: 0.209 Epoch 41 Batch 322/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.189 Epoch 41 Batch 323/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.223 Epoch 41 Batch 324/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.202 Epoch 41 Batch 325/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.195 Epoch 41 Batch 326/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.901, Loss: 0.193 Epoch 41 Batch 327/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.222 Epoch 41 Batch 328/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.235 Epoch 41 Batch 329/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.900, Loss: 0.202 Epoch 41 Batch 330/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.185 Epoch 41 Batch 331/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.224 Epoch 41 Batch 332/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.901, Loss: 0.167 Epoch 41 Batch 333/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.900, Loss: 0.201 Epoch 41 Batch 334/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.900, Loss: 0.194 Epoch 41 Batch 335/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.198 Epoch 41 Batch 336/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.234 Epoch 41 Batch 337/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.904, Loss: 0.231 Epoch 41 Batch 338/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.903, Loss: 0.248 Epoch 41 Batch 339/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.178 Epoch 41 Batch 340/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.903, Loss: 0.196 Epoch 41 Batch 341/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.898, Loss: 0.253 Epoch 41 Batch 342/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.202 Epoch 41 Batch 343/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.893, Loss: 0.198 Epoch 41 Batch 344/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.900, Loss: 0.210 Epoch 41 Batch 345/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.213 Epoch 41 Batch 346/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.213 Epoch 41 Batch 347/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.904, Loss: 0.163 Epoch 41 Batch 348/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.188 Epoch 41 Batch 349/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.903, Loss: 0.204 Epoch 41 Batch 350/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.208 Epoch 41 Batch 351/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.905, Loss: 0.212 Epoch 41 Batch 352/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.195 Epoch 41 Batch 353/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.238 Epoch 41 Batch 354/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.221 Epoch 41 Batch 355/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.206 Epoch 41 Batch 356/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.208 Epoch 41 Batch 357/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.907, Loss: 0.185 Epoch 41 Batch 358/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.912, Loss: 0.215 Epoch 41 Batch 359/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.211 Epoch 41 Batch 360/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.196 Epoch 41 Batch 361/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.230 Epoch 41 Batch 362/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.227 Epoch 41 Batch 363/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.221 Epoch 41 Batch 364/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.905, Loss: 0.227 Epoch 41 Batch 365/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.174 Epoch 41 Batch 366/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.182 Epoch 41 Batch 367/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.904, Loss: 0.175 Epoch 41 Batch 368/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.195 Epoch 41 Batch 369/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.192 Epoch 41 Batch 370/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.903, Loss: 0.205 Epoch 41 Batch 371/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.206 Epoch 41 Batch 372/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.905, Loss: 0.180 Epoch 41 Batch 373/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.905, Loss: 0.177 Epoch 41 Batch 374/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.910, Loss: 0.213 Epoch 41 Batch 375/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.212 Epoch 41 Batch 376/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.195 Epoch 41 Batch 377/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.211 Epoch 41 Batch 378/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.176 Epoch 41 Batch 379/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.909, Loss: 0.217 Epoch 41 Batch 380/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.905, Loss: 0.195 Epoch 41 Batch 381/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.217 Epoch 41 Batch 382/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.218 Epoch 41 Batch 383/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.895, Loss: 0.204 Epoch 41 Batch 384/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.200 Epoch 41 Batch 385/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.208 Epoch 41 Batch 386/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.900, Loss: 0.204 Epoch 41 Batch 387/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.196 Epoch 41 Batch 388/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.904, Loss: 0.207 Epoch 41 Batch 389/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.191 Epoch 41 Batch 390/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.910, Loss: 0.215 Epoch 41 Batch 391/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.206 Epoch 41 Batch 392/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.913, Loss: 0.201 Epoch 41 Batch 393/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.188 Epoch 41 Batch 394/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.206 Epoch 41 Batch 395/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.908, Loss: 0.192 Epoch 41 Batch 396/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.214 Epoch 41 Batch 397/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.207 Epoch 41 Batch 398/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.215 Epoch 41 Batch 399/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.912, Loss: 0.217 Epoch 41 Batch 400/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.230 Epoch 41 Batch 401/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.190 Epoch 41 Batch 402/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.187 Epoch 41 Batch 403/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.242 Epoch 41 Batch 404/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.185 Epoch 41 Batch 405/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.907, Loss: 0.215 Epoch 41 Batch 406/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.908, Loss: 0.192 Epoch 41 Batch 407/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.225 Epoch 41 Batch 408/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.211 Epoch 41 Batch 409/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.228 Epoch 41 Batch 410/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.230 Epoch 41 Batch 411/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.212 Epoch 41 Batch 412/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.909, Loss: 0.177 Epoch 41 Batch 413/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.188 Epoch 41 Batch 414/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.909, Loss: 0.216 Epoch 41 Batch 415/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.201 Epoch 41 Batch 416/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.207 Epoch 41 Batch 417/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.244 Epoch 41 Batch 418/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.200 Epoch 41 Batch 419/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.209 Epoch 41 Batch 420/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.196 Epoch 41 Batch 421/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.240 Epoch 41 Batch 422/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.177 Epoch 41 Batch 423/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.231 Epoch 41 Batch 424/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.906, Loss: 0.198 Epoch 41 Batch 425/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.198 Epoch 41 Batch 426/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.216 Epoch 41 Batch 427/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.194 Epoch 41 Batch 428/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.906, Loss: 0.199 Epoch 41 Batch 429/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.191 Epoch 41 Batch 430/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.186 Epoch 41 Batch 431/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.190 Epoch 41 Batch 432/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.185 Epoch 41 Batch 433/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.211 Epoch 41 Batch 434/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.211 Epoch 41 Batch 435/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.215 Epoch 41 Batch 436/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.184 Epoch 41 Batch 437/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.203 Epoch 41 Batch 438/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.207 Epoch 41 Batch 439/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.211 Epoch 41 Batch 440/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.908, Loss: 0.212 Epoch 41 Batch 441/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.908, Loss: 0.197 Epoch 41 Batch 442/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.198 Epoch 41 Batch 443/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.187 Epoch 41 Batch 444/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.187 Epoch 41 Batch 445/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.206 Epoch 41 Batch 446/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.901, Loss: 0.164 Epoch 41 Batch 447/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.204 Epoch 41 Batch 448/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.903, Loss: 0.219 Epoch 41 Batch 449/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.228 Epoch 41 Batch 450/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.903, Loss: 0.213 Epoch 41 Batch 451/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.198 Epoch 41 Batch 452/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.223 Epoch 41 Batch 453/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.894, Loss: 0.192 Epoch 41 Batch 454/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.206 Epoch 41 Batch 455/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.206 Epoch 41 Batch 456/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.206 Epoch 41 Batch 457/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.176 Epoch 41 Batch 458/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.218 Epoch 41 Batch 459/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.190 Epoch 41 Batch 460/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.213 Epoch 41 Batch 461/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.912, Loss: 0.199 Epoch 41 Batch 462/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.197 Epoch 41 Batch 463/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.209 Epoch 41 Batch 464/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.214 Epoch 41 Batch 465/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.908, Loss: 0.219 Epoch 41 Batch 466/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.192 Epoch 41 Batch 467/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.208 Epoch 41 Batch 468/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.216 Epoch 41 Batch 469/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.193 Epoch 41 Batch 470/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.201 Epoch 41 Batch 471/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.908, Loss: 0.185 Epoch 41 Batch 472/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.182 Epoch 41 Batch 473/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.222 Epoch 41 Batch 474/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.215 Epoch 41 Batch 475/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.199 Epoch 41 Batch 476/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.189 Epoch 41 Batch 477/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.193 Epoch 41 Batch 478/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.214 Epoch 41 Batch 479/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.914, Loss: 0.210 Epoch 41 Batch 480/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.195 Epoch 41 Batch 481/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.915, Loss: 0.223 Epoch 41 Batch 482/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.915, Loss: 0.212 Epoch 41 Batch 483/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.914, Loss: 0.206 Epoch 41 Batch 484/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.914, Loss: 0.210 Epoch 41 Batch 485/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.197 Epoch 41 Batch 486/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.914, Loss: 0.196 Epoch 41 Batch 487/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.914, Loss: 0.192 Epoch 41 Batch 488/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.191 Epoch 41 Batch 489/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.197 Epoch 41 Batch 490/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.204 Epoch 41 Batch 491/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.215 Epoch 41 Batch 492/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.914, Loss: 0.209 Epoch 41 Batch 493/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.175 Epoch 41 Batch 494/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.914, Loss: 0.207 Epoch 41 Batch 495/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.914, Loss: 0.201 Epoch 41 Batch 496/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.206 Epoch 41 Batch 497/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.236 Epoch 41 Batch 498/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.207 Epoch 41 Batch 499/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.914, Loss: 0.186 Epoch 41 Batch 500/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.202 Epoch 41 Batch 501/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.195 Epoch 41 Batch 502/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.910, Loss: 0.184 Epoch 41 Batch 503/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.216 Epoch 41 Batch 504/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.195 Epoch 41 Batch 505/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.172 Epoch 41 Batch 506/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.184 Epoch 41 Batch 507/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.909, Loss: 0.197 Epoch 41 Batch 508/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.196 Epoch 41 Batch 509/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.911, Loss: 0.210 Epoch 41 Batch 510/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.194 Epoch 41 Batch 511/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.199 Epoch 41 Batch 512/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.906, Loss: 0.190 Epoch 41 Batch 513/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.206 Epoch 41 Batch 514/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.904, Loss: 0.199 Epoch 41 Batch 515/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.193 Epoch 41 Batch 516/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.183 Epoch 41 Batch 517/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.906, Loss: 0.207 Epoch 41 Batch 518/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.186 Epoch 41 Batch 519/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.197 Epoch 41 Batch 520/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.906, Loss: 0.192 Epoch 41 Batch 521/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.906, Loss: 0.193 Epoch 41 Batch 522/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.901, Loss: 0.217 Epoch 41 Batch 523/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.901, Loss: 0.197 Epoch 41 Batch 524/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.214 Epoch 41 Batch 525/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.206 Epoch 41 Batch 526/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.184 Epoch 41 Batch 527/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.198 Epoch 41 Batch 528/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.196 Epoch 41 Batch 529/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.194 Epoch 41 Batch 530/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.910, Loss: 0.203 Epoch 41 Batch 531/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.909, Loss: 0.197 Epoch 41 Batch 532/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.909, Loss: 0.226 Epoch 41 Batch 533/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.913, Loss: 0.247 Epoch 41 Batch 534/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.209 Epoch 41 Batch 535/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.185 Epoch 41 Batch 536/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.180 Epoch 41 Batch 537/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.917, Loss: 0.186 Epoch 41 Batch 538/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.183 Epoch 41 Batch 539/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.918, Loss: 0.236 Epoch 41 Batch 540/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.186 Epoch 41 Batch 541/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.197 Epoch 41 Batch 542/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.197 Epoch 41 Batch 543/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.919, Loss: 0.196 Epoch 41 Batch 544/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.188 Epoch 41 Batch 545/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.198 Epoch 41 Batch 546/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.228 Epoch 41 Batch 547/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.209 Epoch 41 Batch 548/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.221 Epoch 41 Batch 549/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.913, Loss: 0.219 Epoch 41 Batch 550/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.913, Loss: 0.205 Epoch 41 Batch 551/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.912, Loss: 0.199 Epoch 41 Batch 552/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.212 Epoch 41 Batch 553/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.214 Epoch 41 Batch 554/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.201 Epoch 41 Batch 555/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.198 Epoch 41 Batch 556/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.174 Epoch 41 Batch 557/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.191 Epoch 41 Batch 558/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.182 Epoch 41 Batch 559/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.187 Epoch 41 Batch 560/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.185 Epoch 41 Batch 561/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.188 Epoch 41 Batch 562/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.184 Epoch 41 Batch 563/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.912, Loss: 0.224 Epoch 41 Batch 564/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.234 Epoch 41 Batch 565/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.239 Epoch 41 Batch 566/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.918, Loss: 0.259 Epoch 41 Batch 567/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.214 Epoch 41 Batch 568/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.214 Epoch 41 Batch 569/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.232 Epoch 41 Batch 570/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.232 Epoch 41 Batch 571/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.187 Epoch 41 Batch 572/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.195 Epoch 41 Batch 573/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.228 Epoch 41 Batch 574/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.911, Loss: 0.229 Epoch 41 Batch 575/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.215 Epoch 41 Batch 576/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.900, Loss: 0.192 Epoch 41 Batch 577/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.229 Epoch 41 Batch 578/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.903, Loss: 0.229 Epoch 41 Batch 579/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.180 Epoch 41 Batch 580/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.172 Epoch 41 Batch 581/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.901, Loss: 0.185 Epoch 41 Batch 582/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.902, Loss: 0.202 Epoch 41 Batch 583/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.208 Epoch 41 Batch 584/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.215 Epoch 41 Batch 585/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.192 Epoch 41 Batch 586/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.202 Epoch 41 Batch 587/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.203 Epoch 41 Batch 588/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.192 Epoch 41 Batch 589/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.905, Loss: 0.206 Epoch 41 Batch 590/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.225 Epoch 41 Batch 591/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.209 Epoch 41 Batch 592/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.214 Epoch 41 Batch 593/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.212 Epoch 41 Batch 594/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.210 Epoch 41 Batch 595/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.218 Epoch 41 Batch 596/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.211 Epoch 41 Batch 597/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.188 Epoch 41 Batch 598/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.202 Epoch 41 Batch 599/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.244 Epoch 41 Batch 600/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.200 Epoch 41 Batch 601/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.200 Epoch 41 Batch 602/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.900, Loss: 0.199 Epoch 41 Batch 603/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.910, Loss: 0.184 Epoch 41 Batch 604/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.210 Epoch 41 Batch 605/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.246 Epoch 41 Batch 606/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.172 Epoch 41 Batch 607/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.910, Loss: 0.187 Epoch 41 Batch 608/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.202 Epoch 41 Batch 609/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.914, Loss: 0.217 Epoch 41 Batch 610/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.214 Epoch 41 Batch 611/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.216 Epoch 41 Batch 612/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.917, Loss: 0.186 Epoch 41 Batch 613/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.218 Epoch 41 Batch 614/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.194 Epoch 41 Batch 615/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.189 Epoch 41 Batch 616/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.205 Epoch 41 Batch 617/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.205 Epoch 41 Batch 618/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.191 Epoch 41 Batch 619/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.188 Epoch 41 Batch 620/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.207 Epoch 41 Batch 621/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.914, Loss: 0.212 Epoch 41 Batch 622/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.224 Epoch 41 Batch 623/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.914, Loss: 0.213 Epoch 41 Batch 624/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.194 Epoch 41 Batch 625/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.222 Epoch 41 Batch 626/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.182 Epoch 41 Batch 627/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.215 Epoch 41 Batch 628/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.923, Loss: 0.203 Epoch 41 Batch 629/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.923, Loss: 0.229 Epoch 41 Batch 630/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.178 Epoch 41 Batch 631/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.194 Epoch 41 Batch 632/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.912, Loss: 0.190 Epoch 41 Batch 633/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.202 Epoch 41 Batch 634/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.176 Epoch 41 Batch 635/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.243 Epoch 41 Batch 636/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.186 Epoch 41 Batch 637/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.216 Epoch 41 Batch 638/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.901, Loss: 0.207 Epoch 41 Batch 639/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.217 Epoch 41 Batch 640/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.187 Epoch 41 Batch 641/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.214 Epoch 41 Batch 642/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.204 Epoch 41 Batch 643/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.896, Loss: 0.175 Epoch 41 Batch 644/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.201 Epoch 41 Batch 645/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.204 Epoch 41 Batch 646/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.199 Epoch 41 Batch 647/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.195 Epoch 41 Batch 648/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.188 Epoch 41 Batch 649/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.197 Epoch 41 Batch 650/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.210 Epoch 41 Batch 651/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.182 Epoch 41 Batch 652/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.218 Epoch 41 Batch 653/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.232 Epoch 41 Batch 654/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.203 Epoch 41 Batch 655/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.218 Epoch 41 Batch 656/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.189 Epoch 41 Batch 657/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.218 Epoch 41 Batch 658/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.191 Epoch 41 Batch 659/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.200 Epoch 41 Batch 660/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.211 Epoch 41 Batch 661/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.174 Epoch 41 Batch 662/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.917, Loss: 0.181 Epoch 41 Batch 663/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.181 Epoch 41 Batch 664/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.198 Epoch 41 Batch 665/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.187 Epoch 41 Batch 666/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.230 Epoch 41 Batch 667/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.198 Epoch 41 Batch 668/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.901, Loss: 0.194 Epoch 41 Batch 669/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.905, Loss: 0.196 Epoch 41 Batch 670/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.200 Epoch 41 Batch 671/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.229 Epoch 41 Batch 672/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.185 Epoch 41 Batch 673/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.194 Epoch 41 Batch 674/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.912, Loss: 0.207 Epoch 41 Batch 675/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.217 Epoch 41 Batch 676/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.196 Epoch 41 Batch 677/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.224 Epoch 41 Batch 678/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.187 Epoch 41 Batch 679/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.210 Epoch 41 Batch 680/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.192 Epoch 41 Batch 681/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.225 Epoch 41 Batch 682/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.205 Epoch 41 Batch 683/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.194 Epoch 41 Batch 684/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.187 Epoch 41 Batch 685/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.217 Epoch 41 Batch 686/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.197 Epoch 41 Batch 687/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.215 Epoch 41 Batch 688/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.185 Epoch 41 Batch 689/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.907, Loss: 0.179 Epoch 41 Batch 690/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.907, Loss: 0.204 Epoch 41 Batch 691/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.906, Loss: 0.213 Epoch 41 Batch 692/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.203 Epoch 41 Batch 693/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.905, Loss: 0.238 Epoch 41 Batch 694/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.195 Epoch 41 Batch 695/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.191 Epoch 41 Batch 696/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.208 Epoch 41 Batch 697/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.196 Epoch 41 Batch 698/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.199 Epoch 41 Batch 699/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.192 Epoch 41 Batch 700/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.905, Loss: 0.183 Epoch 41 Batch 701/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.200 Epoch 41 Batch 702/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.906, Loss: 0.225 Epoch 41 Batch 703/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.200 Epoch 41 Batch 704/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.243 Epoch 41 Batch 705/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.217 Epoch 41 Batch 706/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.907, Loss: 0.246 Epoch 41 Batch 707/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.186 Epoch 41 Batch 708/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.907, Loss: 0.208 Epoch 41 Batch 709/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.908, Loss: 0.225 Epoch 41 Batch 710/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.182 Epoch 41 Batch 711/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.244 Epoch 41 Batch 712/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.212 Epoch 41 Batch 713/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.908, Loss: 0.174 Epoch 41 Batch 714/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.204 Epoch 41 Batch 715/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.907, Loss: 0.251 Epoch 41 Batch 716/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.192 Epoch 41 Batch 717/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.183 Epoch 41 Batch 718/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.222 Epoch 41 Batch 719/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.913, Loss: 0.196 Epoch 41 Batch 720/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.913, Loss: 0.216 Epoch 41 Batch 721/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.215 Epoch 41 Batch 722/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.913, Loss: 0.196 Epoch 41 Batch 723/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.203 Epoch 41 Batch 724/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.218 Epoch 41 Batch 725/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.173 Epoch 41 Batch 726/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.186 Epoch 41 Batch 727/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.178 Epoch 41 Batch 728/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.906, Loss: 0.226 Epoch 41 Batch 729/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.905, Loss: 0.226 Epoch 41 Batch 730/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.209 Epoch 41 Batch 731/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.222 Epoch 41 Batch 732/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.233 Epoch 41 Batch 733/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.212 Epoch 41 Batch 734/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.901, Loss: 0.223 Epoch 41 Batch 735/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.191 Epoch 41 Batch 736/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.181 Epoch 41 Batch 737/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.904, Loss: 0.202 Epoch 41 Batch 738/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.175 Epoch 41 Batch 739/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.905, Loss: 0.188 Epoch 41 Batch 740/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.905, Loss: 0.192 Epoch 41 Batch 741/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.905, Loss: 0.213 Epoch 41 Batch 742/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.193 Epoch 41 Batch 743/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.201 Epoch 41 Batch 744/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.169 Epoch 41 Batch 745/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.219 Epoch 41 Batch 746/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.204 Epoch 41 Batch 747/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.165 Epoch 41 Batch 748/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.196 Epoch 41 Batch 749/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.200 Epoch 41 Batch 750/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.914, Loss: 0.210 Epoch 41 Batch 751/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.205 Epoch 41 Batch 752/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.909, Loss: 0.193 Epoch 41 Batch 753/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.187 Epoch 41 Batch 754/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.912, Loss: 0.227 Epoch 41 Batch 755/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.913, Loss: 0.211 Epoch 41 Batch 756/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.186 Epoch 41 Batch 757/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.219 Epoch 41 Batch 758/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.189 Epoch 41 Batch 759/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.165 Epoch 41 Batch 760/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.913, Loss: 0.215 Epoch 41 Batch 761/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.218 Epoch 41 Batch 762/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.176 Epoch 41 Batch 763/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.179 Epoch 41 Batch 764/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.192 Epoch 41 Batch 765/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.206 Epoch 41 Batch 766/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.238 Epoch 41 Batch 767/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.184 Epoch 41 Batch 768/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.196 Epoch 41 Batch 769/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.212 Epoch 41 Batch 770/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.915, Loss: 0.185 Epoch 41 Batch 771/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.210 Epoch 41 Batch 772/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.910, Loss: 0.184 Epoch 41 Batch 773/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.200 Epoch 41 Batch 774/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.202 Epoch 41 Batch 775/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.198 Epoch 41 Batch 776/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.906, Loss: 0.193 Epoch 41 Batch 777/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.906, Loss: 0.223 Epoch 41 Batch 778/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.184 Epoch 41 Batch 779/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.209 Epoch 41 Batch 780/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.908, Loss: 0.224 Epoch 41 Batch 781/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.908, Loss: 0.186 Epoch 41 Batch 782/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.183 Epoch 41 Batch 783/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.229 Epoch 41 Batch 784/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.165 Epoch 41 Batch 785/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.906, Loss: 0.191 Epoch 41 Batch 786/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.202 Epoch 41 Batch 787/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.199 Epoch 41 Batch 788/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.186 Epoch 41 Batch 789/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.218 Epoch 41 Batch 790/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.907, Loss: 0.231 Epoch 41 Batch 791/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.196 Epoch 41 Batch 792/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.206 Epoch 41 Batch 793/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.205 Epoch 41 Batch 794/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.196 Epoch 41 Batch 795/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.912, Loss: 0.232 Epoch 41 Batch 796/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.193 Epoch 41 Batch 797/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.190 Epoch 41 Batch 798/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.199 Epoch 41 Batch 799/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.910, Loss: 0.233 Epoch 41 Batch 800/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.194 Epoch 41 Batch 801/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.200 Epoch 41 Batch 802/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.215 Epoch 41 Batch 803/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.914, Loss: 0.205 Epoch 41 Batch 804/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.211 Epoch 41 Batch 805/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.917, Loss: 0.205 Epoch 41 Batch 806/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.196 Epoch 41 Batch 807/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.911, Loss: 0.177 Epoch 41 Batch 808/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.910, Loss: 0.225 Epoch 41 Batch 809/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.203 Epoch 41 Batch 810/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.905, Loss: 0.191 Epoch 41 Batch 811/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.195 Epoch 41 Batch 812/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.245 Epoch 41 Batch 813/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.209 Epoch 41 Batch 814/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.202 Epoch 41 Batch 815/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.201 Epoch 41 Batch 816/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.221 Epoch 41 Batch 817/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.245 Epoch 41 Batch 818/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.218 Epoch 41 Batch 819/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.194 Epoch 41 Batch 820/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.912, Loss: 0.220 Epoch 41 Batch 821/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.199 Epoch 41 Batch 822/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.189 Epoch 41 Batch 823/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.202 Epoch 41 Batch 824/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.181 Epoch 41 Batch 825/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.907, Loss: 0.192 Epoch 41 Batch 826/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.907, Loss: 0.173 Epoch 41 Batch 827/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.190 Epoch 41 Batch 828/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.187 Epoch 41 Batch 829/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.912, Loss: 0.226 Epoch 41 Batch 830/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.907, Loss: 0.206 Epoch 41 Batch 831/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.908, Loss: 0.197 Epoch 41 Batch 832/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.216 Epoch 41 Batch 833/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.212 Epoch 41 Batch 834/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.216 Epoch 41 Batch 835/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.214 Epoch 41 Batch 836/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.206 Epoch 41 Batch 837/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.226 Epoch 41 Batch 838/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.190 Epoch 41 Batch 839/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.205 Epoch 41 Batch 840/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.185 Epoch 41 Batch 841/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.905, Loss: 0.200 Epoch 41 Batch 842/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.204 Epoch 41 Batch 843/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.187 Epoch 41 Batch 844/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.185 Epoch 41 Batch 845/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.209 Epoch 41 Batch 846/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.920, Loss: 0.209 Epoch 41 Batch 847/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.221 Epoch 41 Batch 848/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.191 Epoch 41 Batch 849/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.192 Epoch 41 Batch 850/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.908, Loss: 0.227 Epoch 41 Batch 851/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.223 Epoch 41 Batch 852/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.907, Loss: 0.215 Epoch 41 Batch 853/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.179 Epoch 41 Batch 854/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.221 Epoch 41 Batch 855/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.191 Epoch 41 Batch 856/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.904, Loss: 0.218 Epoch 41 Batch 857/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.183 Epoch 41 Batch 858/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.183 Epoch 41 Batch 859/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.224 Epoch 41 Batch 860/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.191 Epoch 41 Batch 861/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.905, Loss: 0.202 Epoch 41 Batch 862/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.905, Loss: 0.210 Epoch 41 Batch 863/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.184 Epoch 41 Batch 864/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.916, Loss: 0.182 Epoch 41 Batch 865/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.202 Epoch 41 Batch 866/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.200 Epoch 41 Batch 867/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.911, Loss: 0.246 Epoch 41 Batch 868/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.196 Epoch 41 Batch 869/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.206 Epoch 41 Batch 870/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.905, Loss: 0.216 Epoch 41 Batch 871/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.197 Epoch 41 Batch 872/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.191 Epoch 41 Batch 873/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.206 Epoch 41 Batch 874/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.900, Loss: 0.225 Epoch 41 Batch 875/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.191 Epoch 41 Batch 876/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.904, Loss: 0.200 Epoch 41 Batch 877/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.181 Epoch 41 Batch 878/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.195 Epoch 41 Batch 879/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.184 Epoch 41 Batch 880/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.189 Epoch 41 Batch 881/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.211 Epoch 41 Batch 882/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.218 Epoch 41 Batch 883/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.258 Epoch 41 Batch 884/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.917, Loss: 0.199 Epoch 41 Batch 885/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.170 Epoch 41 Batch 886/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.915, Loss: 0.219 Epoch 41 Batch 887/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.914, Loss: 0.220 Epoch 41 Batch 888/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.198 Epoch 41 Batch 889/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.219 Epoch 41 Batch 890/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.173 Epoch 41 Batch 891/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.192 Epoch 41 Batch 892/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.172 Epoch 41 Batch 893/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.216 Epoch 41 Batch 894/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.909, Loss: 0.185 Epoch 41 Batch 895/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.189 Epoch 41 Batch 896/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.910, Loss: 0.204 Epoch 41 Batch 897/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.910, Loss: 0.176 Epoch 41 Batch 898/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.910, Loss: 0.171 Epoch 41 Batch 899/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.212 Epoch 41 Batch 900/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.910, Loss: 0.208 Epoch 41 Batch 901/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.214 Epoch 41 Batch 902/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.911, Loss: 0.226 Epoch 41 Batch 903/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.191 Epoch 41 Batch 904/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.185 Epoch 41 Batch 905/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.185 Epoch 41 Batch 906/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.187 Epoch 41 Batch 907/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.188 Epoch 41 Batch 908/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.216 Epoch 41 Batch 909/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.191 Epoch 41 Batch 910/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.200 Epoch 41 Batch 911/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.162 Epoch 41 Batch 912/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.210 Epoch 41 Batch 913/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.240 Epoch 41 Batch 914/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.227 Epoch 41 Batch 915/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.906, Loss: 0.212 Epoch 41 Batch 916/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.211 Epoch 41 Batch 917/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.182 Epoch 41 Batch 918/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.180 Epoch 41 Batch 919/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.180 Epoch 41 Batch 920/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.228 Epoch 41 Batch 921/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.219 Epoch 41 Batch 922/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.201 Epoch 41 Batch 923/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.210 Epoch 41 Batch 924/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.248 Epoch 41 Batch 925/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.188 Epoch 41 Batch 926/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.912, Loss: 0.211 Epoch 41 Batch 927/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.912, Loss: 0.231 Epoch 41 Batch 928/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.208 Epoch 41 Batch 929/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.205 Epoch 41 Batch 930/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.194 Epoch 41 Batch 931/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.190 Epoch 41 Batch 932/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.192 Epoch 41 Batch 933/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.220 Epoch 41 Batch 934/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.904, Loss: 0.195 Epoch 41 Batch 935/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.205 Epoch 41 Batch 936/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.199 Epoch 41 Batch 937/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.200 Epoch 41 Batch 938/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.210 Epoch 41 Batch 939/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.232 Epoch 41 Batch 940/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.180 Epoch 41 Batch 941/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.904, Loss: 0.198 Epoch 41 Batch 942/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.218 Epoch 41 Batch 943/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.196 Epoch 41 Batch 944/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.913, Loss: 0.182 Epoch 41 Batch 945/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.177 Epoch 41 Batch 946/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.913, Loss: 0.184 Epoch 41 Batch 947/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.913, Loss: 0.241 Epoch 41 Batch 948/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.188 Epoch 41 Batch 949/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.181 Epoch 41 Batch 950/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.177 Epoch 41 Batch 951/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.192 Epoch 41 Batch 952/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.901, Loss: 0.171 Epoch 41 Batch 953/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.908, Loss: 0.185 Epoch 41 Batch 954/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.215 Epoch 41 Batch 955/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.910, Loss: 0.211 Epoch 41 Batch 956/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.205 Epoch 41 Batch 957/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.207 Epoch 41 Batch 958/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.211 Epoch 41 Batch 959/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.910, Loss: 0.177 Epoch 41 Batch 960/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.190 Epoch 41 Batch 961/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.233 Epoch 41 Batch 962/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.185 Epoch 41 Batch 963/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.222 Epoch 41 Batch 964/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.192 Epoch 41 Batch 965/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.218 Epoch 41 Batch 966/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.176 Epoch 41 Batch 967/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.204 Epoch 41 Batch 968/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.228 Epoch 41 Batch 969/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.227 Epoch 41 Batch 970/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.890, Loss: 0.205 Epoch 41 Batch 971/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.890, Loss: 0.192 Epoch 41 Batch 972/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.186 Epoch 41 Batch 973/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.888, Loss: 0.178 Epoch 41 Batch 974/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.888, Loss: 0.177 Epoch 41 Batch 975/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.888, Loss: 0.211 Epoch 41 Batch 976/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.894, Loss: 0.171 Epoch 41 Batch 977/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.184 Epoch 41 Batch 978/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.198 Epoch 41 Batch 979/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.207 Epoch 41 Batch 980/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.207 Epoch 41 Batch 981/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.901, Loss: 0.209 Epoch 41 Batch 982/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.204 Epoch 41 Batch 983/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.220 Epoch 41 Batch 984/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.910, Loss: 0.228 Epoch 41 Batch 985/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.910, Loss: 0.184 Epoch 41 Batch 986/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.194 Epoch 41 Batch 987/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.905, Loss: 0.205 Epoch 41 Batch 988/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.222 Epoch 41 Batch 989/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.202 Epoch 41 Batch 990/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.212 Epoch 41 Batch 991/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.191 Epoch 41 Batch 992/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.907, Loss: 0.188 Epoch 41 Batch 993/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.170 Epoch 41 Batch 994/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.902, Loss: 0.200 Epoch 41 Batch 995/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.907, Loss: 0.193 Epoch 41 Batch 996/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.187 Epoch 41 Batch 997/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.221 Epoch 41 Batch 998/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.902, Loss: 0.184 Epoch 41 Batch 999/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.195 Epoch 41 Batch 1000/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.199 Epoch 41 Batch 1001/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.908, Loss: 0.191 Epoch 41 Batch 1002/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.176 Epoch 41 Batch 1003/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.202 Epoch 41 Batch 1004/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.225 Epoch 41 Batch 1005/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.909, Loss: 0.189 Epoch 41 Batch 1006/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.173 Epoch 41 Batch 1007/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.199 Epoch 41 Batch 1008/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.917, Loss: 0.231 Epoch 41 Batch 1009/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.170 Epoch 41 Batch 1010/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.920, Loss: 0.199 Epoch 41 Batch 1011/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.193 Epoch 41 Batch 1012/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.179 Epoch 41 Batch 1013/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.190 Epoch 41 Batch 1014/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.920, Loss: 0.200 Epoch 41 Batch 1015/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.915, Loss: 0.218 Epoch 41 Batch 1016/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.207 Epoch 41 Batch 1017/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.203 Epoch 41 Batch 1018/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.916, Loss: 0.185 Epoch 41 Batch 1019/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.917, Loss: 0.234 Epoch 41 Batch 1020/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.911, Loss: 0.204 Epoch 41 Batch 1021/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.189 Epoch 41 Batch 1022/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.184 Epoch 41 Batch 1023/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.185 Epoch 41 Batch 1024/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.910, Loss: 0.227 Epoch 41 Batch 1025/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.910, Loss: 0.215 Epoch 41 Batch 1026/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.910, Loss: 0.203 Epoch 41 Batch 1027/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.210 Epoch 41 Batch 1028/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.910, Loss: 0.191 Epoch 41 Batch 1029/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.186 Epoch 41 Batch 1030/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.186 Epoch 41 Batch 1031/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.234 Epoch 41 Batch 1032/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.216 Epoch 41 Batch 1033/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.916, Loss: 0.196 Epoch 41 Batch 1034/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.199 Epoch 41 Batch 1035/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.182 Epoch 41 Batch 1036/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.225 Epoch 41 Batch 1037/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.913, Loss: 0.223 Epoch 41 Batch 1038/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.204 Epoch 41 Batch 1039/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.197 Epoch 41 Batch 1040/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.914, Loss: 0.221 Epoch 41 Batch 1041/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.193 Epoch 41 Batch 1042/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.195 Epoch 41 Batch 1043/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.209 Epoch 41 Batch 1044/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.211 Epoch 41 Batch 1045/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.194 Epoch 41 Batch 1046/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.164 Epoch 41 Batch 1047/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.906, Loss: 0.186 Epoch 41 Batch 1048/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.199 Epoch 41 Batch 1049/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.910, Loss: 0.215 Epoch 41 Batch 1050/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.202 Epoch 41 Batch 1051/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.910, Loss: 0.210 Epoch 41 Batch 1052/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.192 Epoch 41 Batch 1053/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.190 Epoch 41 Batch 1054/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.199 Epoch 41 Batch 1055/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.910, Loss: 0.187 Epoch 41 Batch 1056/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.195 Epoch 41 Batch 1057/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.219 Epoch 41 Batch 1058/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.915, Loss: 0.209 Epoch 41 Batch 1059/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.915, Loss: 0.221 Epoch 41 Batch 1060/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.190 Epoch 41 Batch 1061/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.219 Epoch 41 Batch 1062/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.201 Epoch 41 Batch 1063/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.217 Epoch 41 Batch 1064/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.193 Epoch 41 Batch 1065/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.192 Epoch 41 Batch 1066/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.181 Epoch 41 Batch 1067/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.218 Epoch 41 Batch 1068/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.194 Epoch 41 Batch 1069/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.161 Epoch 41 Batch 1070/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.911, Loss: 0.195 Epoch 41 Batch 1071/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.194 Epoch 41 Batch 1072/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.226 Epoch 41 Batch 1073/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.210 Epoch 41 Batch 1074/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.220 Epoch 41 Batch 1075/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.912, Loss: 0.230 Epoch 42 Batch 0/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.187 Epoch 42 Batch 1/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.205 Epoch 42 Batch 2/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.917, Loss: 0.200 Epoch 42 Batch 3/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.197 Epoch 42 Batch 4/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.213 Epoch 42 Batch 5/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.232 Epoch 42 Batch 6/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.198 Epoch 42 Batch 7/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.161 Epoch 42 Batch 8/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.188 Epoch 42 Batch 9/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.212 Epoch 42 Batch 10/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.191 Epoch 42 Batch 11/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.919, Loss: 0.216 Epoch 42 Batch 12/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.205 Epoch 42 Batch 13/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.920, Loss: 0.194 Epoch 42 Batch 14/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.920, Loss: 0.179 Epoch 42 Batch 15/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.190 Epoch 42 Batch 16/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.205 Epoch 42 Batch 17/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.194 Epoch 42 Batch 18/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.221 Epoch 42 Batch 19/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.213 Epoch 42 Batch 20/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.189 Epoch 42 Batch 21/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.911, Loss: 0.220 Epoch 42 Batch 22/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.198 Epoch 42 Batch 23/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.197 Epoch 42 Batch 24/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.202 Epoch 42 Batch 25/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.190 Epoch 42 Batch 26/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.221 Epoch 42 Batch 27/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.193 Epoch 42 Batch 28/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.196 Epoch 42 Batch 29/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.201 Epoch 42 Batch 30/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.194 Epoch 42 Batch 31/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.204 Epoch 42 Batch 32/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.193 Epoch 42 Batch 33/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.170 Epoch 42 Batch 34/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.193 Epoch 42 Batch 35/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.191 Epoch 42 Batch 36/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.197 Epoch 42 Batch 37/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.200 Epoch 42 Batch 38/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.219 Epoch 42 Batch 39/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.918, Loss: 0.226 Epoch 42 Batch 40/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.193 Epoch 42 Batch 41/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.183 Epoch 42 Batch 42/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.918, Loss: 0.215 Epoch 42 Batch 43/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.180 Epoch 42 Batch 44/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.180 Epoch 42 Batch 45/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.914, Loss: 0.225 Epoch 42 Batch 46/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.215 Epoch 42 Batch 47/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.910, Loss: 0.208 Epoch 42 Batch 48/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.909, Loss: 0.226 Epoch 42 Batch 49/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.209 Epoch 42 Batch 50/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.910, Loss: 0.189 Epoch 42 Batch 51/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.910, Loss: 0.181 Epoch 42 Batch 52/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.220 Epoch 42 Batch 53/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.190 Epoch 42 Batch 54/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.911, Loss: 0.253 Epoch 42 Batch 55/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.910, Loss: 0.189 Epoch 42 Batch 56/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.163 Epoch 42 Batch 57/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.181 Epoch 42 Batch 58/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.189 Epoch 42 Batch 59/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.910, Loss: 0.186 Epoch 42 Batch 60/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.179 Epoch 42 Batch 61/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.226 Epoch 42 Batch 62/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.214 Epoch 42 Batch 63/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.180 Epoch 42 Batch 64/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.173 Epoch 42 Batch 65/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.186 Epoch 42 Batch 66/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.178 Epoch 42 Batch 67/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.197 Epoch 42 Batch 68/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.227 Epoch 42 Batch 69/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.909, Loss: 0.234 Epoch 42 Batch 70/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.909, Loss: 0.222 Epoch 42 Batch 71/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.182 Epoch 42 Batch 72/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.203 Epoch 42 Batch 73/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.914, Loss: 0.200 Epoch 42 Batch 74/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.172 Epoch 42 Batch 75/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.226 Epoch 42 Batch 76/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.912, Loss: 0.180 Epoch 42 Batch 77/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.916, Loss: 0.191 Epoch 42 Batch 78/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.916, Loss: 0.217 Epoch 42 Batch 79/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.903, Loss: 0.186 Epoch 42 Batch 80/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.194 Epoch 42 Batch 81/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.177 Epoch 42 Batch 82/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.184 Epoch 42 Batch 83/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.196 Epoch 42 Batch 84/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.214 Epoch 42 Batch 85/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.184 Epoch 42 Batch 86/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.909, Loss: 0.210 Epoch 42 Batch 87/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.909, Loss: 0.243 Epoch 42 Batch 88/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.909, Loss: 0.241 Epoch 42 Batch 89/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.203 Epoch 42 Batch 90/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.215 Epoch 42 Batch 91/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.171 Epoch 42 Batch 92/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.198 Epoch 42 Batch 93/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.199 Epoch 42 Batch 94/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.186 Epoch 42 Batch 95/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.229 Epoch 42 Batch 96/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.910, Loss: 0.211 Epoch 42 Batch 97/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.208 Epoch 42 Batch 98/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.191 Epoch 42 Batch 99/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.220 Epoch 42 Batch 100/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.905, Loss: 0.208 Epoch 42 Batch 101/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.911, Loss: 0.216 Epoch 42 Batch 102/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.193 Epoch 42 Batch 103/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.911, Loss: 0.242 Epoch 42 Batch 104/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.906, Loss: 0.200 Epoch 42 Batch 105/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.215 Epoch 42 Batch 106/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.237 Epoch 42 Batch 107/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.210 Epoch 42 Batch 108/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.191 Epoch 42 Batch 109/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.198 Epoch 42 Batch 110/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.187 Epoch 42 Batch 111/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.194 Epoch 42 Batch 112/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.191 Epoch 42 Batch 113/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.908, Loss: 0.225 Epoch 42 Batch 114/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.192 Epoch 42 Batch 115/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.904, Loss: 0.211 Epoch 42 Batch 116/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.904, Loss: 0.216 Epoch 42 Batch 117/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.905, Loss: 0.209 Epoch 42 Batch 118/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.905, Loss: 0.202 Epoch 42 Batch 119/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.201 Epoch 42 Batch 120/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.235 Epoch 42 Batch 121/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.197 Epoch 42 Batch 122/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.175 Epoch 42 Batch 123/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.913, Loss: 0.174 Epoch 42 Batch 124/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.909, Loss: 0.215 Epoch 42 Batch 125/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.183 Epoch 42 Batch 126/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.904, Loss: 0.173 Epoch 42 Batch 127/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.189 Epoch 42 Batch 128/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.910, Loss: 0.192 Epoch 42 Batch 129/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.193 Epoch 42 Batch 130/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.192 Epoch 42 Batch 131/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.905, Loss: 0.217 Epoch 42 Batch 132/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.905, Loss: 0.216 Epoch 42 Batch 133/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.191 Epoch 42 Batch 134/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.905, Loss: 0.179 Epoch 42 Batch 135/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.905, Loss: 0.207 Epoch 42 Batch 136/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.188 Epoch 42 Batch 137/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.189 Epoch 42 Batch 138/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.221 Epoch 42 Batch 139/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.205 Epoch 42 Batch 140/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.911, Loss: 0.202 Epoch 42 Batch 141/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.184 Epoch 42 Batch 142/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.197 Epoch 42 Batch 143/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.205 Epoch 42 Batch 144/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.231 Epoch 42 Batch 145/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.223 Epoch 42 Batch 146/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.228 Epoch 42 Batch 147/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.208 Epoch 42 Batch 148/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.204 Epoch 42 Batch 149/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.205 Epoch 42 Batch 150/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.182 Epoch 42 Batch 151/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.179 Epoch 42 Batch 152/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.210 Epoch 42 Batch 153/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.195 Epoch 42 Batch 154/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.196 Epoch 42 Batch 155/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.209 Epoch 42 Batch 156/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.190 Epoch 42 Batch 157/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.213 Epoch 42 Batch 158/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.203 Epoch 42 Batch 159/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.172 Epoch 42 Batch 160/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.185 Epoch 42 Batch 161/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.207 Epoch 42 Batch 162/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.910, Loss: 0.223 Epoch 42 Batch 163/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.908, Loss: 0.235 Epoch 42 Batch 164/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.212 Epoch 42 Batch 165/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.181 Epoch 42 Batch 166/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.234 Epoch 42 Batch 167/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.189 Epoch 42 Batch 168/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.218 Epoch 42 Batch 169/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.195 Epoch 42 Batch 170/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.909, Loss: 0.221 Epoch 42 Batch 171/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.908, Loss: 0.175 Epoch 42 Batch 172/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.179 Epoch 42 Batch 173/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.215 Epoch 42 Batch 174/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.202 Epoch 42 Batch 175/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.187 Epoch 42 Batch 176/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.202 Epoch 42 Batch 177/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.197 Epoch 42 Batch 178/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.912, Loss: 0.198 Epoch 42 Batch 179/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.221 Epoch 42 Batch 180/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.903, Loss: 0.184 Epoch 42 Batch 181/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.238 Epoch 42 Batch 182/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.202 Epoch 42 Batch 183/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.908, Loss: 0.213 Epoch 42 Batch 184/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.917, Loss: 0.204 Epoch 42 Batch 185/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.223 Epoch 42 Batch 186/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.208 Epoch 42 Batch 187/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.182 Epoch 42 Batch 188/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.914, Loss: 0.198 Epoch 42 Batch 189/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.186 Epoch 42 Batch 190/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.175 Epoch 42 Batch 191/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.189 Epoch 42 Batch 192/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.195 Epoch 42 Batch 193/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.195 Epoch 42 Batch 194/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.192 Epoch 42 Batch 195/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.184 Epoch 42 Batch 196/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.199 Epoch 42 Batch 197/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.190 Epoch 42 Batch 198/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.204 Epoch 42 Batch 199/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.185 Epoch 42 Batch 200/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.201 Epoch 42 Batch 201/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.172 Epoch 42 Batch 202/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.212 Epoch 42 Batch 203/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.912, Loss: 0.193 Epoch 42 Batch 204/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.914, Loss: 0.244 Epoch 42 Batch 205/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.218 Epoch 42 Batch 206/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.205 Epoch 42 Batch 207/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.207 Epoch 42 Batch 208/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.213 Epoch 42 Batch 209/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.911, Loss: 0.169 Epoch 42 Batch 210/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.209 Epoch 42 Batch 211/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.912, Loss: 0.179 Epoch 42 Batch 212/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.169 Epoch 42 Batch 213/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.180 Epoch 42 Batch 214/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.183 Epoch 42 Batch 215/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.902, Loss: 0.209 Epoch 42 Batch 216/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.195 Epoch 42 Batch 217/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.178 Epoch 42 Batch 218/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.218 Epoch 42 Batch 219/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.897, Loss: 0.183 Epoch 42 Batch 220/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.196 Epoch 42 Batch 221/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.897, Loss: 0.194 Epoch 42 Batch 222/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.200 Epoch 42 Batch 223/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.898, Loss: 0.179 Epoch 42 Batch 224/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.197 Epoch 42 Batch 225/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.209 Epoch 42 Batch 226/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.897, Loss: 0.188 Epoch 42 Batch 227/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.904, Loss: 0.232 Epoch 42 Batch 228/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.170 Epoch 42 Batch 229/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.220 Epoch 42 Batch 230/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.190 Epoch 42 Batch 231/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.909, Loss: 0.209 Epoch 42 Batch 232/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.910, Loss: 0.194 Epoch 42 Batch 233/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.241 Epoch 42 Batch 234/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.915, Loss: 0.213 Epoch 42 Batch 235/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.916, Loss: 0.192 Epoch 42 Batch 236/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.192 Epoch 42 Batch 237/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.177 Epoch 42 Batch 238/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.203 Epoch 42 Batch 239/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.915, Loss: 0.163 Epoch 42 Batch 240/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.915, Loss: 0.190 Epoch 42 Batch 241/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.915, Loss: 0.158 Epoch 42 Batch 242/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.197 Epoch 42 Batch 243/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.226 Epoch 42 Batch 244/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.918, Loss: 0.209 Epoch 42 Batch 245/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.174 Epoch 42 Batch 246/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.917, Loss: 0.202 Epoch 42 Batch 247/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.916, Loss: 0.185 Epoch 42 Batch 248/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.910, Loss: 0.190 Epoch 42 Batch 249/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.196 Epoch 42 Batch 250/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.192 Epoch 42 Batch 251/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.184 Epoch 42 Batch 252/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.209 Epoch 42 Batch 253/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.187 Epoch 42 Batch 254/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.211 Epoch 42 Batch 255/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.902, Loss: 0.195 Epoch 42 Batch 256/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.225 Epoch 42 Batch 257/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.902, Loss: 0.201 Epoch 42 Batch 258/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.196 Epoch 42 Batch 259/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.194 Epoch 42 Batch 260/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.177 Epoch 42 Batch 261/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.197 Epoch 42 Batch 262/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.164 Epoch 42 Batch 263/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.902, Loss: 0.186 Epoch 42 Batch 264/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.206 Epoch 42 Batch 265/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.903, Loss: 0.191 Epoch 42 Batch 266/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.203 Epoch 42 Batch 267/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.181 Epoch 42 Batch 268/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.205 Epoch 42 Batch 269/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.236 Epoch 42 Batch 270/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.906, Loss: 0.215 Epoch 42 Batch 271/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.173 Epoch 42 Batch 272/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.906, Loss: 0.287 Epoch 42 Batch 273/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.177 Epoch 42 Batch 274/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.214 Epoch 42 Batch 275/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.206 Epoch 42 Batch 276/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.248 Epoch 42 Batch 277/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.902, Loss: 0.172 Epoch 42 Batch 278/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.902, Loss: 0.207 Epoch 42 Batch 279/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.222 Epoch 42 Batch 280/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.907, Loss: 0.205 Epoch 42 Batch 281/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.205 Epoch 42 Batch 282/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.259 Epoch 42 Batch 283/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.908, Loss: 0.236 Epoch 42 Batch 284/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.227 Epoch 42 Batch 285/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.204 Epoch 42 Batch 286/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.182 Epoch 42 Batch 287/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.190 Epoch 42 Batch 288/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.908, Loss: 0.218 Epoch 42 Batch 289/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.194 Epoch 42 Batch 290/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.219 Epoch 42 Batch 291/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.205 Epoch 42 Batch 292/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.193 Epoch 42 Batch 293/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.906, Loss: 0.211 Epoch 42 Batch 294/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.187 Epoch 42 Batch 295/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.909, Loss: 0.220 Epoch 42 Batch 296/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.190 Epoch 42 Batch 297/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.911, Loss: 0.219 Epoch 42 Batch 298/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.910, Loss: 0.232 Epoch 42 Batch 299/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.180 Epoch 42 Batch 300/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.909, Loss: 0.188 Epoch 42 Batch 301/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.910, Loss: 0.177 Epoch 42 Batch 302/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.190 Epoch 42 Batch 303/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.214 Epoch 42 Batch 304/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.182 Epoch 42 Batch 305/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.203 Epoch 42 Batch 306/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.906, Loss: 0.199 Epoch 42 Batch 307/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.184 Epoch 42 Batch 308/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.205 Epoch 42 Batch 309/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.193 Epoch 42 Batch 310/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.897, Loss: 0.214 Epoch 42 Batch 311/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.897, Loss: 0.203 Epoch 42 Batch 312/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.898, Loss: 0.214 Epoch 42 Batch 313/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.898, Loss: 0.181 Epoch 42 Batch 314/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.201 Epoch 42 Batch 315/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.895, Loss: 0.187 Epoch 42 Batch 316/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.182 Epoch 42 Batch 317/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.900, Loss: 0.217 Epoch 42 Batch 318/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.208 Epoch 42 Batch 319/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.207 Epoch 42 Batch 320/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.207 Epoch 42 Batch 321/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.905, Loss: 0.197 Epoch 42 Batch 322/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.184 Epoch 42 Batch 323/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.206 Epoch 42 Batch 324/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.194 Epoch 42 Batch 325/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.202 Epoch 42 Batch 326/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.198 Epoch 42 Batch 327/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.224 Epoch 42 Batch 328/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.236 Epoch 42 Batch 329/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.907, Loss: 0.209 Epoch 42 Batch 330/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.186 Epoch 42 Batch 331/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.193 Epoch 42 Batch 332/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.164 Epoch 42 Batch 333/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.905, Loss: 0.182 Epoch 42 Batch 334/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.910, Loss: 0.176 Epoch 42 Batch 335/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.197 Epoch 42 Batch 336/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.232 Epoch 42 Batch 337/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.912, Loss: 0.200 Epoch 42 Batch 338/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.913, Loss: 0.222 Epoch 42 Batch 339/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.178 Epoch 42 Batch 340/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.197 Epoch 42 Batch 341/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.912, Loss: 0.252 Epoch 42 Batch 342/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.179 Epoch 42 Batch 343/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.206 Epoch 42 Batch 344/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.907, Loss: 0.192 Epoch 42 Batch 345/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.202 Epoch 42 Batch 346/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.191 Epoch 42 Batch 347/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.185 Epoch 42 Batch 348/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.902, Loss: 0.186 Epoch 42 Batch 349/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.895, Loss: 0.197 Epoch 42 Batch 350/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.895, Loss: 0.204 Epoch 42 Batch 351/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.895, Loss: 0.197 Epoch 42 Batch 352/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.191 Epoch 42 Batch 353/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.897, Loss: 0.233 Epoch 42 Batch 354/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.214 Epoch 42 Batch 355/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.905, Loss: 0.209 Epoch 42 Batch 356/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.193 Epoch 42 Batch 357/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.906, Loss: 0.202 Epoch 42 Batch 358/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.907, Loss: 0.226 Epoch 42 Batch 359/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.908, Loss: 0.209 Epoch 42 Batch 360/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.218 Epoch 42 Batch 361/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.211 Epoch 42 Batch 362/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.191 Epoch 42 Batch 363/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.233 Epoch 42 Batch 364/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.214 Epoch 42 Batch 365/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.187 Epoch 42 Batch 366/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.178 Epoch 42 Batch 367/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.161 Epoch 42 Batch 368/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.203 Epoch 42 Batch 369/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.195 Epoch 42 Batch 370/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.188 Epoch 42 Batch 371/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.912, Loss: 0.210 Epoch 42 Batch 372/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.912, Loss: 0.172 Epoch 42 Batch 373/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.165 Epoch 42 Batch 374/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.912, Loss: 0.219 Epoch 42 Batch 375/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.913, Loss: 0.186 Epoch 42 Batch 376/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.201 Epoch 42 Batch 377/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.202 Epoch 42 Batch 378/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.186 Epoch 42 Batch 379/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.909, Loss: 0.208 Epoch 42 Batch 380/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.183 Epoch 42 Batch 381/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.904, Loss: 0.212 Epoch 42 Batch 382/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.246 Epoch 42 Batch 383/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.195 Epoch 42 Batch 384/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.192 Epoch 42 Batch 385/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.204 Epoch 42 Batch 386/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.908, Loss: 0.198 Epoch 42 Batch 387/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.908, Loss: 0.200 Epoch 42 Batch 388/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.182 Epoch 42 Batch 389/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.194 Epoch 42 Batch 390/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.919, Loss: 0.223 Epoch 42 Batch 391/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.204 Epoch 42 Batch 392/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.920, Loss: 0.198 Epoch 42 Batch 393/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.178 Epoch 42 Batch 394/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.918, Loss: 0.190 Epoch 42 Batch 395/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.916, Loss: 0.174 Epoch 42 Batch 396/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.225 Epoch 42 Batch 397/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.910, Loss: 0.210 Epoch 42 Batch 398/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.207 Epoch 42 Batch 399/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.914, Loss: 0.214 Epoch 42 Batch 400/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.228 Epoch 42 Batch 401/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.185 Epoch 42 Batch 402/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.186 Epoch 42 Batch 403/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.224 Epoch 42 Batch 404/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.185 Epoch 42 Batch 405/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.205 Epoch 42 Batch 406/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.896, Loss: 0.179 Epoch 42 Batch 407/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.232 Epoch 42 Batch 408/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.224 Epoch 42 Batch 409/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.226 Epoch 42 Batch 410/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.217 Epoch 42 Batch 411/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.901, Loss: 0.192 Epoch 42 Batch 412/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.901, Loss: 0.186 Epoch 42 Batch 413/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.204 Epoch 42 Batch 414/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.213 Epoch 42 Batch 415/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.893, Loss: 0.204 Epoch 42 Batch 416/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.893, Loss: 0.188 Epoch 42 Batch 417/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.259 Epoch 42 Batch 418/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.896, Loss: 0.177 Epoch 42 Batch 419/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.896, Loss: 0.196 Epoch 42 Batch 420/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.898, Loss: 0.196 Epoch 42 Batch 421/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.232 Epoch 42 Batch 422/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.199 Epoch 42 Batch 423/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.218 Epoch 42 Batch 424/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.903, Loss: 0.214 Epoch 42 Batch 425/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.188 Epoch 42 Batch 426/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.222 Epoch 42 Batch 427/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.192 Epoch 42 Batch 428/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.913, Loss: 0.191 Epoch 42 Batch 429/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.166 Epoch 42 Batch 430/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.175 Epoch 42 Batch 431/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.193 Epoch 42 Batch 432/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.198 Epoch 42 Batch 433/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.907, Loss: 0.201 Epoch 42 Batch 434/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.203 Epoch 42 Batch 435/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.913, Loss: 0.215 Epoch 42 Batch 436/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.175 Epoch 42 Batch 437/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.186 Epoch 42 Batch 438/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.201 Epoch 42 Batch 439/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.910, Loss: 0.236 Epoch 42 Batch 440/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.910, Loss: 0.223 Epoch 42 Batch 441/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.911, Loss: 0.216 Epoch 42 Batch 442/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.193 Epoch 42 Batch 443/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.896, Loss: 0.191 Epoch 42 Batch 444/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.198 Epoch 42 Batch 445/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.196 Epoch 42 Batch 446/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.903, Loss: 0.158 Epoch 42 Batch 447/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.204 Epoch 42 Batch 448/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.900, Loss: 0.210 Epoch 42 Batch 449/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.214 Epoch 42 Batch 450/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.894, Loss: 0.198 Epoch 42 Batch 451/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.189 Epoch 42 Batch 452/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.208 Epoch 42 Batch 453/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.185 Epoch 42 Batch 454/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.210 Epoch 42 Batch 455/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.199 Epoch 42 Batch 456/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.199 Epoch 42 Batch 457/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.185 Epoch 42 Batch 458/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.195 Epoch 42 Batch 459/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.196 Epoch 42 Batch 460/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.188 Epoch 42 Batch 461/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.189 Epoch 42 Batch 462/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.191 Epoch 42 Batch 463/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.203 Epoch 42 Batch 464/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.196 Epoch 42 Batch 465/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.220 Epoch 42 Batch 466/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.181 Epoch 42 Batch 467/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.205 Epoch 42 Batch 468/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.204 Epoch 42 Batch 469/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.184 Epoch 42 Batch 470/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.198 Epoch 42 Batch 471/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.904, Loss: 0.195 Epoch 42 Batch 472/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.205 Epoch 42 Batch 473/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.211 Epoch 42 Batch 474/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.222 Epoch 42 Batch 475/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.196 Epoch 42 Batch 476/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.189 Epoch 42 Batch 477/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.183 Epoch 42 Batch 478/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.208 Epoch 42 Batch 479/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.208 Epoch 42 Batch 480/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.908, Loss: 0.213 Epoch 42 Batch 481/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.208 Epoch 42 Batch 482/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.220 Epoch 42 Batch 483/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.206 Epoch 42 Batch 484/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.197 Epoch 42 Batch 485/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.198 Epoch 42 Batch 486/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.911, Loss: 0.191 Epoch 42 Batch 487/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.189 Epoch 42 Batch 488/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.917, Loss: 0.209 Epoch 42 Batch 489/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.194 Epoch 42 Batch 490/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.215 Epoch 42 Batch 491/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.215 Epoch 42 Batch 492/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.229 Epoch 42 Batch 493/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.178 Epoch 42 Batch 494/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.186 Epoch 42 Batch 495/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.915, Loss: 0.200 Epoch 42 Batch 496/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.215 Epoch 42 Batch 497/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.220 Epoch 42 Batch 498/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.189 Epoch 42 Batch 499/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.173 Epoch 42 Batch 500/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.206 Epoch 42 Batch 501/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.191 Epoch 42 Batch 502/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.187 Epoch 42 Batch 503/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.208 Epoch 42 Batch 504/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.186 Epoch 42 Batch 505/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.158 Epoch 42 Batch 506/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.204 Epoch 42 Batch 507/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.909, Loss: 0.198 Epoch 42 Batch 508/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.181 Epoch 42 Batch 509/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.908, Loss: 0.222 Epoch 42 Batch 510/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.190 Epoch 42 Batch 511/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.185 Epoch 42 Batch 512/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.907, Loss: 0.192 Epoch 42 Batch 513/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.215 Epoch 42 Batch 514/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.904, Loss: 0.204 Epoch 42 Batch 515/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.909, Loss: 0.193 Epoch 42 Batch 516/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.193 Epoch 42 Batch 517/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.213 Epoch 42 Batch 518/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.196 Epoch 42 Batch 519/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.188 Epoch 42 Batch 520/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.908, Loss: 0.178 Epoch 42 Batch 521/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.903, Loss: 0.205 Epoch 42 Batch 522/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.907, Loss: 0.217 Epoch 42 Batch 523/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.205 Epoch 42 Batch 524/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.213 Epoch 42 Batch 525/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.214 Epoch 42 Batch 526/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.912, Loss: 0.177 Epoch 42 Batch 527/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.910, Loss: 0.207 Epoch 42 Batch 528/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.200 Epoch 42 Batch 529/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.187 Epoch 42 Batch 530/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.214 Epoch 42 Batch 531/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.898, Loss: 0.196 Epoch 42 Batch 532/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.909, Loss: 0.231 Epoch 42 Batch 533/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.234 Epoch 42 Batch 534/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.239 Epoch 42 Batch 535/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.188 Epoch 42 Batch 536/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.184 Epoch 42 Batch 537/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.205 Epoch 42 Batch 538/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.168 Epoch 42 Batch 539/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.229 Epoch 42 Batch 540/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.179 Epoch 42 Batch 541/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.194 Epoch 42 Batch 542/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.185 Epoch 42 Batch 543/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.204 Epoch 42 Batch 544/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.183 Epoch 42 Batch 545/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.217 Epoch 42 Batch 546/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.917, Loss: 0.223 Epoch 42 Batch 547/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.200 Epoch 42 Batch 548/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.235 Epoch 42 Batch 549/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.910, Loss: 0.213 Epoch 42 Batch 550/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.911, Loss: 0.206 Epoch 42 Batch 551/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.212 Epoch 42 Batch 552/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.911, Loss: 0.227 Epoch 42 Batch 553/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.210 Epoch 42 Batch 554/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.909, Loss: 0.197 Epoch 42 Batch 555/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.197 Epoch 42 Batch 556/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.913, Loss: 0.185 Epoch 42 Batch 557/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.198 Epoch 42 Batch 558/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.223 Epoch 42 Batch 559/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.190 Epoch 42 Batch 560/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.189 Epoch 42 Batch 561/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.174 Epoch 42 Batch 562/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.204 Epoch 42 Batch 563/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.914, Loss: 0.219 Epoch 42 Batch 564/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.914, Loss: 0.239 Epoch 42 Batch 565/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.916, Loss: 0.222 Epoch 42 Batch 566/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.916, Loss: 0.241 Epoch 42 Batch 567/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.212 Epoch 42 Batch 568/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.205 Epoch 42 Batch 569/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.906, Loss: 0.205 Epoch 42 Batch 570/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.227 Epoch 42 Batch 571/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.177 Epoch 42 Batch 572/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.175 Epoch 42 Batch 573/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.224 Epoch 42 Batch 574/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.916, Loss: 0.217 Epoch 42 Batch 575/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.217 Epoch 42 Batch 576/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.187 Epoch 42 Batch 577/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.213 Epoch 42 Batch 578/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.913, Loss: 0.243 Epoch 42 Batch 579/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.184 Epoch 42 Batch 580/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.171 Epoch 42 Batch 581/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.180 Epoch 42 Batch 582/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.907, Loss: 0.196 Epoch 42 Batch 583/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.911, Loss: 0.208 Epoch 42 Batch 584/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.204 Epoch 42 Batch 585/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.177 Epoch 42 Batch 586/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.908, Loss: 0.192 Epoch 42 Batch 587/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.184 Epoch 42 Batch 588/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.908, Loss: 0.197 Epoch 42 Batch 589/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.908, Loss: 0.196 Epoch 42 Batch 590/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.201 Epoch 42 Batch 591/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.198 Epoch 42 Batch 592/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.905, Loss: 0.210 Epoch 42 Batch 593/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.213 Epoch 42 Batch 594/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.192 Epoch 42 Batch 595/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.221 Epoch 42 Batch 596/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.905, Loss: 0.226 Epoch 42 Batch 597/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.191 Epoch 42 Batch 598/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.195 Epoch 42 Batch 599/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.242 Epoch 42 Batch 600/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.891, Loss: 0.211 Epoch 42 Batch 601/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.892, Loss: 0.212 Epoch 42 Batch 602/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.892, Loss: 0.205 Epoch 42 Batch 603/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.204 Epoch 42 Batch 604/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.892, Loss: 0.228 Epoch 42 Batch 605/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.225 Epoch 42 Batch 606/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.892, Loss: 0.164 Epoch 42 Batch 607/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.183 Epoch 42 Batch 608/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.218 Epoch 42 Batch 609/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.914, Loss: 0.219 Epoch 42 Batch 610/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.914, Loss: 0.247 Epoch 42 Batch 611/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.204 Epoch 42 Batch 612/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.182 Epoch 42 Batch 613/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.220 Epoch 42 Batch 614/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.184 Epoch 42 Batch 615/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.202 Epoch 42 Batch 616/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.235 Epoch 42 Batch 617/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.173 Epoch 42 Batch 618/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.909, Loss: 0.186 Epoch 42 Batch 619/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.914, Loss: 0.183 Epoch 42 Batch 620/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.198 Epoch 42 Batch 621/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.912, Loss: 0.203 Epoch 42 Batch 622/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.190 Epoch 42 Batch 623/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.909, Loss: 0.209 Epoch 42 Batch 624/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.910, Loss: 0.199 Epoch 42 Batch 625/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.910, Loss: 0.199 Epoch 42 Batch 626/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.186 Epoch 42 Batch 627/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.201 Epoch 42 Batch 628/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.216 Epoch 42 Batch 629/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.201 Epoch 42 Batch 630/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.202 Epoch 42 Batch 631/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.212 Epoch 42 Batch 632/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.911, Loss: 0.191 Epoch 42 Batch 633/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.198 Epoch 42 Batch 634/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.174 Epoch 42 Batch 635/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.906, Loss: 0.241 Epoch 42 Batch 636/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.193 Epoch 42 Batch 637/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.213 Epoch 42 Batch 638/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.207 Epoch 42 Batch 639/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.203 Epoch 42 Batch 640/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.178 Epoch 42 Batch 641/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.185 Epoch 42 Batch 642/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.201 Epoch 42 Batch 643/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.183 Epoch 42 Batch 644/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.192 Epoch 42 Batch 645/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.208 Epoch 42 Batch 646/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.195 Epoch 42 Batch 647/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.213 Epoch 42 Batch 648/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.184 Epoch 42 Batch 649/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.218 Epoch 42 Batch 650/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.199 Epoch 42 Batch 651/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.208 Epoch 42 Batch 652/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.204 Epoch 42 Batch 653/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.211 Epoch 42 Batch 654/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.184 Epoch 42 Batch 655/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.908, Loss: 0.198 Epoch 42 Batch 656/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.908, Loss: 0.196 Epoch 42 Batch 657/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.194 Epoch 42 Batch 658/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.186 Epoch 42 Batch 659/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.205 Epoch 42 Batch 660/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.218 Epoch 42 Batch 661/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.901, Loss: 0.190 Epoch 42 Batch 662/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.900, Loss: 0.183 Epoch 42 Batch 663/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.185 Epoch 42 Batch 664/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.183 Epoch 42 Batch 665/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.195 Epoch 42 Batch 666/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.193 Epoch 42 Batch 667/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.228 Epoch 42 Batch 668/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.183 Epoch 42 Batch 669/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.189 Epoch 42 Batch 670/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.192 Epoch 42 Batch 671/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.212 Epoch 42 Batch 672/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.190 Epoch 42 Batch 673/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.911, Loss: 0.185 Epoch 42 Batch 674/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.911, Loss: 0.184 Epoch 42 Batch 675/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.209 Epoch 42 Batch 676/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.198 Epoch 42 Batch 677/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.208 Epoch 42 Batch 678/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.915, Loss: 0.170 Epoch 42 Batch 679/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.234 Epoch 42 Batch 680/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.191 Epoch 42 Batch 681/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.209 Epoch 42 Batch 682/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.913, Loss: 0.196 Epoch 42 Batch 683/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.188 Epoch 42 Batch 684/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.211 Epoch 42 Batch 685/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.209 Epoch 42 Batch 686/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.201 Epoch 42 Batch 687/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.210 Epoch 42 Batch 688/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.902, Loss: 0.192 Epoch 42 Batch 689/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.897, Loss: 0.167 Epoch 42 Batch 690/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.894, Loss: 0.209 Epoch 42 Batch 691/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.893, Loss: 0.228 Epoch 42 Batch 692/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.186 Epoch 42 Batch 693/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.899, Loss: 0.248 Epoch 42 Batch 694/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.186 Epoch 42 Batch 695/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.199 Epoch 42 Batch 696/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.908, Loss: 0.205 Epoch 42 Batch 697/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.198 Epoch 42 Batch 698/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.188 Epoch 42 Batch 699/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.199 Epoch 42 Batch 700/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.898, Loss: 0.183 Epoch 42 Batch 701/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.209 Epoch 42 Batch 702/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.901, Loss: 0.229 Epoch 42 Batch 703/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.206 Epoch 42 Batch 704/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.901, Loss: 0.235 Epoch 42 Batch 705/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.206 Epoch 42 Batch 706/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.900, Loss: 0.235 Epoch 42 Batch 707/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.198 Epoch 42 Batch 708/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.195 Epoch 42 Batch 709/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.901, Loss: 0.218 Epoch 42 Batch 710/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.203 Epoch 42 Batch 711/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.211 Epoch 42 Batch 712/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.900, Loss: 0.198 Epoch 42 Batch 713/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.182 Epoch 42 Batch 714/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.200 Epoch 42 Batch 715/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.902, Loss: 0.216 Epoch 42 Batch 716/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.902, Loss: 0.163 Epoch 42 Batch 717/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.906, Loss: 0.197 Epoch 42 Batch 718/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.199 Epoch 42 Batch 719/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.195 Epoch 42 Batch 720/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.902, Loss: 0.227 Epoch 42 Batch 721/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.195 Epoch 42 Batch 722/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.184 Epoch 42 Batch 723/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.199 Epoch 42 Batch 724/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.203 Epoch 42 Batch 725/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.901, Loss: 0.163 Epoch 42 Batch 726/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.182 Epoch 42 Batch 727/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.902, Loss: 0.180 Epoch 42 Batch 728/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.209 Epoch 42 Batch 729/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.221 Epoch 42 Batch 730/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.209 Epoch 42 Batch 731/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.908, Loss: 0.199 Epoch 42 Batch 732/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.199 Epoch 42 Batch 733/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.233 Epoch 42 Batch 734/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.910, Loss: 0.213 Epoch 42 Batch 735/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.190 Epoch 42 Batch 736/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.190 Epoch 42 Batch 737/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.919, Loss: 0.223 Epoch 42 Batch 738/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.177 Epoch 42 Batch 739/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.196 Epoch 42 Batch 740/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.197 Epoch 42 Batch 741/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.918, Loss: 0.223 Epoch 42 Batch 742/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.202 Epoch 42 Batch 743/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.904, Loss: 0.200 Epoch 42 Batch 744/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.183 Epoch 42 Batch 745/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.203 Epoch 42 Batch 746/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.216 Epoch 42 Batch 747/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.167 Epoch 42 Batch 748/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.182 Epoch 42 Batch 749/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.194 Epoch 42 Batch 750/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.919, Loss: 0.204 Epoch 42 Batch 751/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.199 Epoch 42 Batch 752/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.178 Epoch 42 Batch 753/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.203 Epoch 42 Batch 754/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.920, Loss: 0.207 Epoch 42 Batch 755/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.201 Epoch 42 Batch 756/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.199 Epoch 42 Batch 757/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.231 Epoch 42 Batch 758/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.176 Epoch 42 Batch 759/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.175 Epoch 42 Batch 760/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.915, Loss: 0.215 Epoch 42 Batch 761/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.195 Epoch 42 Batch 762/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.180 Epoch 42 Batch 763/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.186 Epoch 42 Batch 764/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.919, Loss: 0.195 Epoch 42 Batch 765/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.198 Epoch 42 Batch 766/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.914, Loss: 0.215 Epoch 42 Batch 767/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.193 Epoch 42 Batch 768/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.197 Epoch 42 Batch 769/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.190 Epoch 42 Batch 770/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.915, Loss: 0.189 Epoch 42 Batch 771/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.207 Epoch 42 Batch 772/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.913, Loss: 0.192 Epoch 42 Batch 773/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.172 Epoch 42 Batch 774/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.199 Epoch 42 Batch 775/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.905, Loss: 0.207 Epoch 42 Batch 776/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.183 Epoch 42 Batch 777/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.204 Epoch 42 Batch 778/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.180 Epoch 42 Batch 779/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.199 Epoch 42 Batch 780/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.911, Loss: 0.214 Epoch 42 Batch 781/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.914, Loss: 0.172 Epoch 42 Batch 782/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.207 Epoch 42 Batch 783/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.209 Epoch 42 Batch 784/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.904, Loss: 0.188 Epoch 42 Batch 785/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.905, Loss: 0.183 Epoch 42 Batch 786/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.905, Loss: 0.191 Epoch 42 Batch 787/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.198 Epoch 42 Batch 788/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.906, Loss: 0.178 Epoch 42 Batch 789/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.206 Epoch 42 Batch 790/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.906, Loss: 0.209 Epoch 42 Batch 791/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.219 Epoch 42 Batch 792/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.190 Epoch 42 Batch 793/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.192 Epoch 42 Batch 794/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.905, Loss: 0.191 Epoch 42 Batch 795/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.241 Epoch 42 Batch 796/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.194 Epoch 42 Batch 797/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.908, Loss: 0.199 Epoch 42 Batch 798/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.200 Epoch 42 Batch 799/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.206 Epoch 42 Batch 800/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.906, Loss: 0.182 Epoch 42 Batch 801/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.203 Epoch 42 Batch 802/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.226 Epoch 42 Batch 803/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.205 Epoch 42 Batch 804/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.206 Epoch 42 Batch 805/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.909, Loss: 0.219 Epoch 42 Batch 806/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.177 Epoch 42 Batch 807/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.177 Epoch 42 Batch 808/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.220 Epoch 42 Batch 809/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.230 Epoch 42 Batch 810/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.183 Epoch 42 Batch 811/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.180 Epoch 42 Batch 812/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.907, Loss: 0.215 Epoch 42 Batch 813/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.911, Loss: 0.188 Epoch 42 Batch 814/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.228 Epoch 42 Batch 815/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.177 Epoch 42 Batch 816/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.204 Epoch 42 Batch 817/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.212 Epoch 42 Batch 818/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.206 Epoch 42 Batch 819/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.197 Epoch 42 Batch 820/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.913, Loss: 0.209 Epoch 42 Batch 821/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.181 Epoch 42 Batch 822/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.196 Epoch 42 Batch 823/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.186 Epoch 42 Batch 824/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.207 Epoch 42 Batch 825/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.182 Epoch 42 Batch 826/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.915, Loss: 0.205 Epoch 42 Batch 827/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.190 Epoch 42 Batch 828/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.187 Epoch 42 Batch 829/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.907, Loss: 0.218 Epoch 42 Batch 830/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.907, Loss: 0.199 Epoch 42 Batch 831/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.908, Loss: 0.194 Epoch 42 Batch 832/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.214 Epoch 42 Batch 833/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.908, Loss: 0.199 Epoch 42 Batch 834/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.202 Epoch 42 Batch 835/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.239 Epoch 42 Batch 836/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.189 Epoch 42 Batch 837/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.236 Epoch 42 Batch 838/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.184 Epoch 42 Batch 839/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.177 Epoch 42 Batch 840/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.182 Epoch 42 Batch 841/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.194 Epoch 42 Batch 842/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.179 Epoch 42 Batch 843/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.186 Epoch 42 Batch 844/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.185 Epoch 42 Batch 845/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.184 Epoch 42 Batch 846/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.904, Loss: 0.228 Epoch 42 Batch 847/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.218 Epoch 42 Batch 848/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.179 Epoch 42 Batch 849/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.191 Epoch 42 Batch 850/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.218 Epoch 42 Batch 851/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.188 Epoch 42 Batch 852/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.910, Loss: 0.220 Epoch 42 Batch 853/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.909, Loss: 0.178 Epoch 42 Batch 854/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.915, Loss: 0.215 Epoch 42 Batch 855/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.192 Epoch 42 Batch 856/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.917, Loss: 0.212 Epoch 42 Batch 857/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.182 Epoch 42 Batch 858/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.192 Epoch 42 Batch 859/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.220 Epoch 42 Batch 860/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.204 Epoch 42 Batch 861/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.201 Epoch 42 Batch 862/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.212 Epoch 42 Batch 863/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.198 Epoch 42 Batch 864/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.189 Epoch 42 Batch 865/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.172 Epoch 42 Batch 866/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.204 Epoch 42 Batch 867/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.918, Loss: 0.263 Epoch 42 Batch 868/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.910, Loss: 0.210 Epoch 42 Batch 869/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.219 Epoch 42 Batch 870/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.905, Loss: 0.220 Epoch 42 Batch 871/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.185 Epoch 42 Batch 872/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.186 Epoch 42 Batch 873/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.189 Epoch 42 Batch 874/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.896, Loss: 0.209 Epoch 42 Batch 875/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.204 Epoch 42 Batch 876/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.196 Epoch 42 Batch 877/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.177 Epoch 42 Batch 878/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.899, Loss: 0.184 Epoch 42 Batch 879/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.899, Loss: 0.176 Epoch 42 Batch 880/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.211 Epoch 42 Batch 881/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.216 Epoch 42 Batch 882/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.194 Epoch 42 Batch 883/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.903, Loss: 0.263 Epoch 42 Batch 884/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.904, Loss: 0.190 Epoch 42 Batch 885/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.159 Epoch 42 Batch 886/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.208 Epoch 42 Batch 887/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.240 Epoch 42 Batch 888/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.177 Epoch 42 Batch 889/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.189 Epoch 42 Batch 890/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.908, Loss: 0.181 Epoch 42 Batch 891/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.210 Epoch 42 Batch 892/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.171 Epoch 42 Batch 893/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.905, Loss: 0.214 Epoch 42 Batch 894/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.905, Loss: 0.182 Epoch 42 Batch 895/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.196 Epoch 42 Batch 896/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.218 Epoch 42 Batch 897/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.179 Epoch 42 Batch 898/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.163 Epoch 42 Batch 899/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.210 Epoch 42 Batch 900/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.219 Epoch 42 Batch 901/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.213 Epoch 42 Batch 902/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.915, Loss: 0.213 Epoch 42 Batch 903/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.180 Epoch 42 Batch 904/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.196 Epoch 42 Batch 905/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.181 Epoch 42 Batch 906/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.177 Epoch 42 Batch 907/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.908, Loss: 0.192 Epoch 42 Batch 908/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.208 Epoch 42 Batch 909/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.196 Epoch 42 Batch 910/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.182 Epoch 42 Batch 911/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.178 Epoch 42 Batch 912/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.204 Epoch 42 Batch 913/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.214 Epoch 42 Batch 914/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.223 Epoch 42 Batch 915/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.908, Loss: 0.194 Epoch 42 Batch 916/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.213 Epoch 42 Batch 917/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.195 Epoch 42 Batch 918/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.171 Epoch 42 Batch 919/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.187 Epoch 42 Batch 920/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.216 Epoch 42 Batch 921/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.188 Epoch 42 Batch 922/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.193 Epoch 42 Batch 923/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.205 Epoch 42 Batch 924/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.204 Epoch 42 Batch 925/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.190 Epoch 42 Batch 926/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.910, Loss: 0.219 Epoch 42 Batch 927/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.910, Loss: 0.227 Epoch 42 Batch 928/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.189 Epoch 42 Batch 929/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.197 Epoch 42 Batch 930/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.194 Epoch 42 Batch 931/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.200 Epoch 42 Batch 932/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.922, Loss: 0.186 Epoch 42 Batch 933/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.201 Epoch 42 Batch 934/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.916, Loss: 0.194 Epoch 42 Batch 935/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.211 Epoch 42 Batch 936/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.188 Epoch 42 Batch 937/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.199 Epoch 42 Batch 938/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.200 Epoch 42 Batch 939/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.233 Epoch 42 Batch 940/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.196 Epoch 42 Batch 941/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.177 Epoch 42 Batch 942/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.202 Epoch 42 Batch 943/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.200 Epoch 42 Batch 944/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.179 Epoch 42 Batch 945/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.902, Loss: 0.181 Epoch 42 Batch 946/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.902, Loss: 0.186 Epoch 42 Batch 947/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.897, Loss: 0.222 Epoch 42 Batch 948/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.192 Epoch 42 Batch 949/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.902, Loss: 0.163 Epoch 42 Batch 950/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.180 Epoch 42 Batch 951/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.183 Epoch 42 Batch 952/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.192 Epoch 42 Batch 953/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.902, Loss: 0.188 Epoch 42 Batch 954/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.217 Epoch 42 Batch 955/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.205 Epoch 42 Batch 956/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.902, Loss: 0.217 Epoch 42 Batch 957/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.902, Loss: 0.182 Epoch 42 Batch 958/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.210 Epoch 42 Batch 959/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.898, Loss: 0.189 Epoch 42 Batch 960/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.192 Epoch 42 Batch 961/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.905, Loss: 0.210 Epoch 42 Batch 962/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.195 Epoch 42 Batch 963/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.223 Epoch 42 Batch 964/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.906, Loss: 0.176 Epoch 42 Batch 965/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.906, Loss: 0.220 Epoch 42 Batch 966/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.168 Epoch 42 Batch 967/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.191 Epoch 42 Batch 968/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.896, Loss: 0.233 Epoch 42 Batch 969/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.896, Loss: 0.238 Epoch 42 Batch 970/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.212 Epoch 42 Batch 971/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.896, Loss: 0.203 Epoch 42 Batch 972/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.194 Epoch 42 Batch 973/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.892, Loss: 0.177 Epoch 42 Batch 974/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.892, Loss: 0.171 Epoch 42 Batch 975/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.897, Loss: 0.209 Epoch 42 Batch 976/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.163 Epoch 42 Batch 977/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.181 Epoch 42 Batch 978/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.207 Epoch 42 Batch 979/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.198 Epoch 42 Batch 980/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.911, Loss: 0.194 Epoch 42 Batch 981/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.907, Loss: 0.195 Epoch 42 Batch 982/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.190 Epoch 42 Batch 983/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.906, Loss: 0.208 Epoch 42 Batch 984/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.910, Loss: 0.216 Epoch 42 Batch 985/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.910, Loss: 0.177 Epoch 42 Batch 986/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.910, Loss: 0.212 Epoch 42 Batch 987/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.911, Loss: 0.191 Epoch 42 Batch 988/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.202 Epoch 42 Batch 989/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.210 Epoch 42 Batch 990/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.905, Loss: 0.214 Epoch 42 Batch 991/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.200 Epoch 42 Batch 992/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.905, Loss: 0.218 Epoch 42 Batch 993/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.171 Epoch 42 Batch 994/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.899, Loss: 0.195 Epoch 42 Batch 995/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.189 Epoch 42 Batch 996/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.184 Epoch 42 Batch 997/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.208 Epoch 42 Batch 998/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.170 Epoch 42 Batch 999/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.202 Epoch 42 Batch 1000/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.905, Loss: 0.173 Epoch 42 Batch 1001/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.176 Epoch 42 Batch 1002/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.900, Loss: 0.172 Epoch 42 Batch 1003/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.900, Loss: 0.212 Epoch 42 Batch 1004/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.202 Epoch 42 Batch 1005/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.198 Epoch 42 Batch 1006/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.189 Epoch 42 Batch 1007/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.897, Loss: 0.164 Epoch 42 Batch 1008/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.217 Epoch 42 Batch 1009/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.897, Loss: 0.180 Epoch 42 Batch 1010/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.902, Loss: 0.178 Epoch 42 Batch 1011/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.902, Loss: 0.192 Epoch 42 Batch 1012/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.897, Loss: 0.166 Epoch 42 Batch 1013/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.170 Epoch 42 Batch 1014/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.189 Epoch 42 Batch 1015/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.229 Epoch 42 Batch 1016/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.911, Loss: 0.212 Epoch 42 Batch 1017/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.200 Epoch 42 Batch 1018/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.913, Loss: 0.192 Epoch 42 Batch 1019/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.913, Loss: 0.232 Epoch 42 Batch 1020/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.192 Epoch 42 Batch 1021/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.182 Epoch 42 Batch 1022/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.178 Epoch 42 Batch 1023/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.181 Epoch 42 Batch 1024/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.907, Loss: 0.221 Epoch 42 Batch 1025/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.912, Loss: 0.210 Epoch 42 Batch 1026/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.908, Loss: 0.196 Epoch 42 Batch 1027/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.903, Loss: 0.199 Epoch 42 Batch 1028/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.191 Epoch 42 Batch 1029/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.180 Epoch 42 Batch 1030/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.197 Epoch 42 Batch 1031/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.225 Epoch 42 Batch 1032/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.891, Loss: 0.216 Epoch 42 Batch 1033/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.200 Epoch 42 Batch 1034/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.886, Loss: 0.195 Epoch 42 Batch 1035/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.882, Loss: 0.170 Epoch 42 Batch 1036/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.882, Loss: 0.217 Epoch 42 Batch 1037/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.883, Loss: 0.192 Epoch 42 Batch 1038/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.887, Loss: 0.193 Epoch 42 Batch 1039/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.887, Loss: 0.209 Epoch 42 Batch 1040/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.195 Epoch 42 Batch 1041/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.207 Epoch 42 Batch 1042/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.900, Loss: 0.188 Epoch 42 Batch 1043/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.206 Epoch 42 Batch 1044/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.905, Loss: 0.198 Epoch 42 Batch 1045/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.200 Epoch 42 Batch 1046/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.911, Loss: 0.173 Epoch 42 Batch 1047/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.911, Loss: 0.193 Epoch 42 Batch 1048/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.188 Epoch 42 Batch 1049/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.223 Epoch 42 Batch 1050/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.188 Epoch 42 Batch 1051/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.200 Epoch 42 Batch 1052/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.190 Epoch 42 Batch 1053/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.921, Loss: 0.202 Epoch 42 Batch 1054/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.212 Epoch 42 Batch 1055/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.922, Loss: 0.189 Epoch 42 Batch 1056/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.176 Epoch 42 Batch 1057/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.922, Loss: 0.223 Epoch 42 Batch 1058/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.920, Loss: 0.219 Epoch 42 Batch 1059/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.920, Loss: 0.210 Epoch 42 Batch 1060/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.177 Epoch 42 Batch 1061/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.920, Loss: 0.251 Epoch 42 Batch 1062/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.922, Loss: 0.198 Epoch 42 Batch 1063/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.922, Loss: 0.201 Epoch 42 Batch 1064/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.206 Epoch 42 Batch 1065/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.209 Epoch 42 Batch 1066/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.165 Epoch 42 Batch 1067/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.197 Epoch 42 Batch 1068/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.190 Epoch 42 Batch 1069/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.185 Epoch 42 Batch 1070/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.209 Epoch 42 Batch 1071/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.188 Epoch 42 Batch 1072/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.188 Epoch 42 Batch 1073/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.207 Epoch 42 Batch 1074/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.208 Epoch 42 Batch 1075/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.917, Loss: 0.220 Epoch 43 Batch 0/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.174 Epoch 43 Batch 1/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.189 Epoch 43 Batch 2/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.911, Loss: 0.188 Epoch 43 Batch 3/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.916, Loss: 0.196 Epoch 43 Batch 4/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.193 Epoch 43 Batch 5/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.230 Epoch 43 Batch 6/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.196 Epoch 43 Batch 7/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.173 Epoch 43 Batch 8/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.180 Epoch 43 Batch 9/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.197 Epoch 43 Batch 10/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.911, Loss: 0.208 Epoch 43 Batch 11/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.911, Loss: 0.230 Epoch 43 Batch 12/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.225 Epoch 43 Batch 13/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.910, Loss: 0.215 Epoch 43 Batch 14/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.172 Epoch 43 Batch 15/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.906, Loss: 0.206 Epoch 43 Batch 16/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.908, Loss: 0.210 Epoch 43 Batch 17/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.199 Epoch 43 Batch 18/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.233 Epoch 43 Batch 19/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.916, Loss: 0.199 Epoch 43 Batch 20/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.189 Epoch 43 Batch 21/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.199 Epoch 43 Batch 22/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.204 Epoch 43 Batch 23/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.220 Epoch 43 Batch 24/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.193 Epoch 43 Batch 25/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.909, Loss: 0.184 Epoch 43 Batch 26/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.217 Epoch 43 Batch 27/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.181 Epoch 43 Batch 28/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.908, Loss: 0.211 Epoch 43 Batch 29/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.192 Epoch 43 Batch 30/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.169 Epoch 43 Batch 31/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.198 Epoch 43 Batch 32/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.189 Epoch 43 Batch 33/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.160 Epoch 43 Batch 34/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.198 Epoch 43 Batch 35/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.188 Epoch 43 Batch 36/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.203 Epoch 43 Batch 37/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.897, Loss: 0.192 Epoch 43 Batch 38/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.899, Loss: 0.220 Epoch 43 Batch 39/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.898, Loss: 0.230 Epoch 43 Batch 40/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.207 Epoch 43 Batch 41/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.195 Epoch 43 Batch 42/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.904, Loss: 0.208 Epoch 43 Batch 43/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.918, Loss: 0.191 Epoch 43 Batch 44/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.195 Epoch 43 Batch 45/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.918, Loss: 0.208 Epoch 43 Batch 46/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.918, Loss: 0.204 Epoch 43 Batch 47/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.909, Loss: 0.193 Epoch 43 Batch 48/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.910, Loss: 0.208 Epoch 43 Batch 49/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.205 Epoch 43 Batch 50/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.911, Loss: 0.178 Epoch 43 Batch 51/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.212 Epoch 43 Batch 52/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.210 Epoch 43 Batch 53/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.211 Epoch 43 Batch 54/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.910, Loss: 0.236 Epoch 43 Batch 55/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.183 Epoch 43 Batch 56/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.167 Epoch 43 Batch 57/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.184 Epoch 43 Batch 58/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.180 Epoch 43 Batch 59/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.904, Loss: 0.195 Epoch 43 Batch 60/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.173 Epoch 43 Batch 61/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.227 Epoch 43 Batch 62/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.905, Loss: 0.227 Epoch 43 Batch 63/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.898, Loss: 0.186 Epoch 43 Batch 64/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.182 Epoch 43 Batch 65/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.185 Epoch 43 Batch 66/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.163 Epoch 43 Batch 67/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.196 Epoch 43 Batch 68/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.213 Epoch 43 Batch 69/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.908, Loss: 0.207 Epoch 43 Batch 70/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.908, Loss: 0.211 Epoch 43 Batch 71/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.172 Epoch 43 Batch 72/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.199 Epoch 43 Batch 73/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.910, Loss: 0.208 Epoch 43 Batch 74/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.164 Epoch 43 Batch 75/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.921, Loss: 0.219 Epoch 43 Batch 76/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.912, Loss: 0.173 Epoch 43 Batch 77/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.917, Loss: 0.219 Epoch 43 Batch 78/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.917, Loss: 0.204 Epoch 43 Batch 79/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.202 Epoch 43 Batch 80/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.196 Epoch 43 Batch 81/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.911, Loss: 0.195 Epoch 43 Batch 82/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.169 Epoch 43 Batch 83/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.218 Epoch 43 Batch 84/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.226 Epoch 43 Batch 85/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.190 Epoch 43 Batch 86/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.189 Epoch 43 Batch 87/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.901, Loss: 0.238 Epoch 43 Batch 88/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.901, Loss: 0.233 Epoch 43 Batch 89/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.901, Loss: 0.196 Epoch 43 Batch 90/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.212 Epoch 43 Batch 91/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.171 Epoch 43 Batch 92/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.199 Epoch 43 Batch 93/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.194 Epoch 43 Batch 94/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.181 Epoch 43 Batch 95/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.223 Epoch 43 Batch 96/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.221 Epoch 43 Batch 97/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.903, Loss: 0.188 Epoch 43 Batch 98/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.192 Epoch 43 Batch 99/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.224 Epoch 43 Batch 100/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.190 Epoch 43 Batch 101/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.904, Loss: 0.202 Epoch 43 Batch 102/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.192 Epoch 43 Batch 103/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.244 Epoch 43 Batch 104/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.187 Epoch 43 Batch 105/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.194 Epoch 43 Batch 106/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.899, Loss: 0.247 Epoch 43 Batch 107/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.895, Loss: 0.209 Epoch 43 Batch 108/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.177 Epoch 43 Batch 109/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.905, Loss: 0.188 Epoch 43 Batch 110/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.163 Epoch 43 Batch 111/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.198 Epoch 43 Batch 112/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.175 Epoch 43 Batch 113/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.210 Epoch 43 Batch 114/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.195 Epoch 43 Batch 115/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.909, Loss: 0.208 Epoch 43 Batch 116/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.908, Loss: 0.195 Epoch 43 Batch 117/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.206 Epoch 43 Batch 118/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.910, Loss: 0.215 Epoch 43 Batch 119/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.192 Epoch 43 Batch 120/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.237 Epoch 43 Batch 121/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.193 Epoch 43 Batch 122/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.911, Loss: 0.202 Epoch 43 Batch 123/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.189 Epoch 43 Batch 124/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.210 Epoch 43 Batch 125/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.204 Epoch 43 Batch 126/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.897, Loss: 0.176 Epoch 43 Batch 127/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.191 Epoch 43 Batch 128/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.896, Loss: 0.197 Epoch 43 Batch 129/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.193 Epoch 43 Batch 130/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.896, Loss: 0.169 Epoch 43 Batch 131/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.195 Epoch 43 Batch 132/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.899, Loss: 0.201 Epoch 43 Batch 133/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.190 Epoch 43 Batch 134/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.898, Loss: 0.195 Epoch 43 Batch 135/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.212 Epoch 43 Batch 136/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.899, Loss: 0.181 Epoch 43 Batch 137/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.157 Epoch 43 Batch 138/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.193 Epoch 43 Batch 139/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.197 Epoch 43 Batch 140/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.900, Loss: 0.212 Epoch 43 Batch 141/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.197 Epoch 43 Batch 142/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.177 Epoch 43 Batch 143/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.197 Epoch 43 Batch 144/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.223 Epoch 43 Batch 145/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.221 Epoch 43 Batch 146/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.240 Epoch 43 Batch 147/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.210 Epoch 43 Batch 148/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.188 Epoch 43 Batch 149/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.206 Epoch 43 Batch 150/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.189 Epoch 43 Batch 151/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.177 Epoch 43 Batch 152/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.213 Epoch 43 Batch 153/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.217 Epoch 43 Batch 154/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.181 Epoch 43 Batch 155/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.208 Epoch 43 Batch 156/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.196 Epoch 43 Batch 157/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.198 Epoch 43 Batch 158/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.205 Epoch 43 Batch 159/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.175 Epoch 43 Batch 160/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.187 Epoch 43 Batch 161/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.907, Loss: 0.204 Epoch 43 Batch 162/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.226 Epoch 43 Batch 163/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.222 Epoch 43 Batch 164/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.212 Epoch 43 Batch 165/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.187 Epoch 43 Batch 166/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.209 Epoch 43 Batch 167/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.907, Loss: 0.208 Epoch 43 Batch 168/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.234 Epoch 43 Batch 169/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.209 Epoch 43 Batch 170/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.907, Loss: 0.220 Epoch 43 Batch 171/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.906, Loss: 0.192 Epoch 43 Batch 172/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.190 Epoch 43 Batch 173/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.207 Epoch 43 Batch 174/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.181 Epoch 43 Batch 175/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.199 Epoch 43 Batch 176/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.184 Epoch 43 Batch 177/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.913, Loss: 0.196 Epoch 43 Batch 178/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.915, Loss: 0.183 Epoch 43 Batch 179/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.197 Epoch 43 Batch 180/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.198 Epoch 43 Batch 181/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.217 Epoch 43 Batch 182/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.204 Epoch 43 Batch 183/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.914, Loss: 0.224 Epoch 43 Batch 184/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.912, Loss: 0.180 Epoch 43 Batch 185/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.197 Epoch 43 Batch 186/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.228 Epoch 43 Batch 187/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.169 Epoch 43 Batch 188/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.193 Epoch 43 Batch 189/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.193 Epoch 43 Batch 190/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.170 Epoch 43 Batch 191/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.166 Epoch 43 Batch 192/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.220 Epoch 43 Batch 193/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.192 Epoch 43 Batch 194/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.185 Epoch 43 Batch 195/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.190 Epoch 43 Batch 196/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.203 Epoch 43 Batch 197/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.188 Epoch 43 Batch 198/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.191 Epoch 43 Batch 199/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.907, Loss: 0.180 Epoch 43 Batch 200/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.195 Epoch 43 Batch 201/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.171 Epoch 43 Batch 202/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.206 Epoch 43 Batch 203/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.197 Epoch 43 Batch 204/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.909, Loss: 0.255 Epoch 43 Batch 205/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.184 Epoch 43 Batch 206/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.196 Epoch 43 Batch 207/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.195 Epoch 43 Batch 208/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.908, Loss: 0.209 Epoch 43 Batch 209/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.907, Loss: 0.163 Epoch 43 Batch 210/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.204 Epoch 43 Batch 211/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.912, Loss: 0.187 Epoch 43 Batch 212/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.166 Epoch 43 Batch 213/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.170 Epoch 43 Batch 214/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.171 Epoch 43 Batch 215/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.913, Loss: 0.225 Epoch 43 Batch 216/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.912, Loss: 0.196 Epoch 43 Batch 217/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.182 Epoch 43 Batch 218/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.221 Epoch 43 Batch 219/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.176 Epoch 43 Batch 220/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.190 Epoch 43 Batch 221/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.192 Epoch 43 Batch 222/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.204 Epoch 43 Batch 223/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.911, Loss: 0.160 Epoch 43 Batch 224/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.189 Epoch 43 Batch 225/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.214 Epoch 43 Batch 226/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.179 Epoch 43 Batch 227/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.913, Loss: 0.215 Epoch 43 Batch 228/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.187 Epoch 43 Batch 229/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.196 Epoch 43 Batch 230/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.922, Loss: 0.180 Epoch 43 Batch 231/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.202 Epoch 43 Batch 232/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.191 Epoch 43 Batch 233/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.237 Epoch 43 Batch 234/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.922, Loss: 0.216 Epoch 43 Batch 235/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.922, Loss: 0.183 Epoch 43 Batch 236/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.213 Epoch 43 Batch 237/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.171 Epoch 43 Batch 238/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.200 Epoch 43 Batch 239/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.160 Epoch 43 Batch 240/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.918, Loss: 0.183 Epoch 43 Batch 241/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.178 Epoch 43 Batch 242/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.188 Epoch 43 Batch 243/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.202 Epoch 43 Batch 244/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.200 Epoch 43 Batch 245/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.180 Epoch 43 Batch 246/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.200 Epoch 43 Batch 247/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.910, Loss: 0.183 Epoch 43 Batch 248/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.187 Epoch 43 Batch 249/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.208 Epoch 43 Batch 250/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.919, Loss: 0.203 Epoch 43 Batch 251/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.197 Epoch 43 Batch 252/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.184 Epoch 43 Batch 253/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.920, Loss: 0.182 Epoch 43 Batch 254/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.208 Epoch 43 Batch 255/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.916, Loss: 0.198 Epoch 43 Batch 256/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.916, Loss: 0.236 Epoch 43 Batch 257/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.202 Epoch 43 Batch 258/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.187 Epoch 43 Batch 259/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.175 Epoch 43 Batch 260/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.180 Epoch 43 Batch 261/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.190 Epoch 43 Batch 262/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.166 Epoch 43 Batch 263/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.911, Loss: 0.189 Epoch 43 Batch 264/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.216 Epoch 43 Batch 265/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.911, Loss: 0.181 Epoch 43 Batch 266/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.910, Loss: 0.193 Epoch 43 Batch 267/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.177 Epoch 43 Batch 268/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.906, Loss: 0.203 Epoch 43 Batch 269/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.209 Epoch 43 Batch 270/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.226 Epoch 43 Batch 271/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.176 Epoch 43 Batch 272/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.905, Loss: 0.272 Epoch 43 Batch 273/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.186 Epoch 43 Batch 274/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.906, Loss: 0.190 Epoch 43 Batch 275/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.205 Epoch 43 Batch 276/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.215 Epoch 43 Batch 277/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.189 Epoch 43 Batch 278/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.906, Loss: 0.216 Epoch 43 Batch 279/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.907, Loss: 0.234 Epoch 43 Batch 280/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.200 Epoch 43 Batch 281/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.213 Epoch 43 Batch 282/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.912, Loss: 0.243 Epoch 43 Batch 283/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.210 Epoch 43 Batch 284/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.917, Loss: 0.194 Epoch 43 Batch 285/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.189 Epoch 43 Batch 286/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.171 Epoch 43 Batch 287/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.209 Epoch 43 Batch 288/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.917, Loss: 0.214 Epoch 43 Batch 289/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.194 Epoch 43 Batch 290/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.227 Epoch 43 Batch 291/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.216 Epoch 43 Batch 292/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.201 Epoch 43 Batch 293/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.915, Loss: 0.214 Epoch 43 Batch 294/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.190 Epoch 43 Batch 295/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.917, Loss: 0.237 Epoch 43 Batch 296/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.182 Epoch 43 Batch 297/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.918, Loss: 0.247 Epoch 43 Batch 298/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.913, Loss: 0.219 Epoch 43 Batch 299/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.187 Epoch 43 Batch 300/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.912, Loss: 0.188 Epoch 43 Batch 301/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.170 Epoch 43 Batch 302/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.907, Loss: 0.191 Epoch 43 Batch 303/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.221 Epoch 43 Batch 304/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.180 Epoch 43 Batch 305/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.195 Epoch 43 Batch 306/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.194 Epoch 43 Batch 307/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.911, Loss: 0.182 Epoch 43 Batch 308/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.208 Epoch 43 Batch 309/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.176 Epoch 43 Batch 310/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.911, Loss: 0.210 Epoch 43 Batch 311/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.189 Epoch 43 Batch 312/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.902, Loss: 0.212 Epoch 43 Batch 313/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.192 Epoch 43 Batch 314/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.201 Epoch 43 Batch 315/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.899, Loss: 0.177 Epoch 43 Batch 316/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.177 Epoch 43 Batch 317/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.215 Epoch 43 Batch 318/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.911, Loss: 0.200 Epoch 43 Batch 319/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.917, Loss: 0.211 Epoch 43 Batch 320/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.197 Epoch 43 Batch 321/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.915, Loss: 0.199 Epoch 43 Batch 322/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.914, Loss: 0.175 Epoch 43 Batch 323/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.194 Epoch 43 Batch 324/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.207 Epoch 43 Batch 325/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.186 Epoch 43 Batch 326/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.200 Epoch 43 Batch 327/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.215 Epoch 43 Batch 328/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.215 Epoch 43 Batch 329/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.216 Epoch 43 Batch 330/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.184 Epoch 43 Batch 331/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.195 Epoch 43 Batch 332/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.178 Epoch 43 Batch 333/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.193 Epoch 43 Batch 334/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.179 Epoch 43 Batch 335/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.919, Loss: 0.190 Epoch 43 Batch 336/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.206 Epoch 43 Batch 337/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.918, Loss: 0.205 Epoch 43 Batch 338/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.918, Loss: 0.217 Epoch 43 Batch 339/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.195 Epoch 43 Batch 340/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.206 Epoch 43 Batch 341/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.246 Epoch 43 Batch 342/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.178 Epoch 43 Batch 343/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.181 Epoch 43 Batch 344/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.914, Loss: 0.203 Epoch 43 Batch 345/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.179 Epoch 43 Batch 346/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.185 Epoch 43 Batch 347/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.912, Loss: 0.170 Epoch 43 Batch 348/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.190 Epoch 43 Batch 349/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.913, Loss: 0.185 Epoch 43 Batch 350/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.199 Epoch 43 Batch 351/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.207 Epoch 43 Batch 352/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.196 Epoch 43 Batch 353/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.220 Epoch 43 Batch 354/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.241 Epoch 43 Batch 355/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.220 Epoch 43 Batch 356/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.207 Epoch 43 Batch 357/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.905, Loss: 0.199 Epoch 43 Batch 358/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.905, Loss: 0.216 Epoch 43 Batch 359/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.189 Epoch 43 Batch 360/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.191 Epoch 43 Batch 361/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.203 Epoch 43 Batch 362/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.209 Epoch 43 Batch 363/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.910, Loss: 0.211 Epoch 43 Batch 364/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.210 Epoch 43 Batch 365/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.184 Epoch 43 Batch 366/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.201 Epoch 43 Batch 367/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.158 Epoch 43 Batch 368/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.184 Epoch 43 Batch 369/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.182 Epoch 43 Batch 370/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.910, Loss: 0.200 Epoch 43 Batch 371/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.175 Epoch 43 Batch 372/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.187 Epoch 43 Batch 373/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.173 Epoch 43 Batch 374/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.194 Epoch 43 Batch 375/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.204 Epoch 43 Batch 376/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.202 Epoch 43 Batch 377/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.197 Epoch 43 Batch 378/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.181 Epoch 43 Batch 379/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.918, Loss: 0.191 Epoch 43 Batch 380/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.190 Epoch 43 Batch 381/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.917, Loss: 0.211 Epoch 43 Batch 382/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.917, Loss: 0.223 Epoch 43 Batch 383/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.190 Epoch 43 Batch 384/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.178 Epoch 43 Batch 385/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.192 Epoch 43 Batch 386/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.914, Loss: 0.190 Epoch 43 Batch 387/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.182 Epoch 43 Batch 388/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.911, Loss: 0.188 Epoch 43 Batch 389/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.205 Epoch 43 Batch 390/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.914, Loss: 0.211 Epoch 43 Batch 391/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.196 Epoch 43 Batch 392/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.194 Epoch 43 Batch 393/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.166 Epoch 43 Batch 394/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.221 Epoch 43 Batch 395/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.173 Epoch 43 Batch 396/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.214 Epoch 43 Batch 397/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.205 Epoch 43 Batch 398/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.218 Epoch 43 Batch 399/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.915, Loss: 0.203 Epoch 43 Batch 400/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.212 Epoch 43 Batch 401/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.206 Epoch 43 Batch 402/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.186 Epoch 43 Batch 403/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.222 Epoch 43 Batch 404/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.177 Epoch 43 Batch 405/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.212 Epoch 43 Batch 406/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.913, Loss: 0.172 Epoch 43 Batch 407/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.205 Epoch 43 Batch 408/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.215 Epoch 43 Batch 409/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.219 Epoch 43 Batch 410/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.229 Epoch 43 Batch 411/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.206 Epoch 43 Batch 412/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.909, Loss: 0.183 Epoch 43 Batch 413/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.203 Epoch 43 Batch 414/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.207 Epoch 43 Batch 415/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.180 Epoch 43 Batch 416/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.204 Epoch 43 Batch 417/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.215 Epoch 43 Batch 418/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.177 Epoch 43 Batch 419/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.181 Epoch 43 Batch 420/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.184 Epoch 43 Batch 421/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.232 Epoch 43 Batch 422/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.182 Epoch 43 Batch 423/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.204 Epoch 43 Batch 424/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.191 Epoch 43 Batch 425/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.195 Epoch 43 Batch 426/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.907, Loss: 0.211 Epoch 43 Batch 427/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.189 Epoch 43 Batch 428/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.905, Loss: 0.192 Epoch 43 Batch 429/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.184 Epoch 43 Batch 430/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.176 Epoch 43 Batch 431/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.197 Epoch 43 Batch 432/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.206 Epoch 43 Batch 433/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.908, Loss: 0.186 Epoch 43 Batch 434/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.189 Epoch 43 Batch 435/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.910, Loss: 0.210 Epoch 43 Batch 436/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.190 Epoch 43 Batch 437/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.192 Epoch 43 Batch 438/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.215 Epoch 43 Batch 439/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.217 Epoch 43 Batch 440/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.909, Loss: 0.211 Epoch 43 Batch 441/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.909, Loss: 0.185 Epoch 43 Batch 442/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.191 Epoch 43 Batch 443/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.891, Loss: 0.196 Epoch 43 Batch 444/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.180 Epoch 43 Batch 445/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.900, Loss: 0.191 Epoch 43 Batch 446/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.900, Loss: 0.158 Epoch 43 Batch 447/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.189 Epoch 43 Batch 448/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.900, Loss: 0.223 Epoch 43 Batch 449/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.197 Epoch 43 Batch 450/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.194 Epoch 43 Batch 451/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.187 Epoch 43 Batch 452/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.893, Loss: 0.214 Epoch 43 Batch 453/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.209 Epoch 43 Batch 454/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.218 Epoch 43 Batch 455/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.180 Epoch 43 Batch 456/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.191 Epoch 43 Batch 457/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.167 Epoch 43 Batch 458/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.197 Epoch 43 Batch 459/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.908, Loss: 0.187 Epoch 43 Batch 460/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.179 Epoch 43 Batch 461/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.194 Epoch 43 Batch 462/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.904, Loss: 0.194 Epoch 43 Batch 463/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.210 Epoch 43 Batch 464/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.207 Epoch 43 Batch 465/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.226 Epoch 43 Batch 466/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.180 Epoch 43 Batch 467/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.204 Epoch 43 Batch 468/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.197 Epoch 43 Batch 469/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.203 Epoch 43 Batch 470/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.201 Epoch 43 Batch 471/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.911, Loss: 0.185 Epoch 43 Batch 472/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.181 Epoch 43 Batch 473/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.208 Epoch 43 Batch 474/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.206 Epoch 43 Batch 475/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.176 Epoch 43 Batch 476/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.193 Epoch 43 Batch 477/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.192 Epoch 43 Batch 478/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.208 Epoch 43 Batch 479/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.212 Epoch 43 Batch 480/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.197 Epoch 43 Batch 481/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.214 Epoch 43 Batch 482/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.911, Loss: 0.223 Epoch 43 Batch 483/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.917, Loss: 0.211 Epoch 43 Batch 484/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.916, Loss: 0.214 Epoch 43 Batch 485/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.197 Epoch 43 Batch 486/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.177 Epoch 43 Batch 487/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.921, Loss: 0.203 Epoch 43 Batch 488/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.184 Epoch 43 Batch 489/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.916, Loss: 0.200 Epoch 43 Batch 490/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.206 Epoch 43 Batch 491/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.206 Epoch 43 Batch 492/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.215 Epoch 43 Batch 493/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.173 Epoch 43 Batch 494/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.912, Loss: 0.173 Epoch 43 Batch 495/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.197 Epoch 43 Batch 496/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.204 Epoch 43 Batch 497/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.209 Epoch 43 Batch 498/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.196 Epoch 43 Batch 499/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.911, Loss: 0.178 Epoch 43 Batch 500/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.193 Epoch 43 Batch 501/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.188 Epoch 43 Batch 502/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.917, Loss: 0.173 Epoch 43 Batch 503/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.190 Epoch 43 Batch 504/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.922, Loss: 0.199 Epoch 43 Batch 505/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.158 Epoch 43 Batch 506/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.194 Epoch 43 Batch 507/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.923, Loss: 0.179 Epoch 43 Batch 508/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.176 Epoch 43 Batch 509/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.915, Loss: 0.225 Epoch 43 Batch 510/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.179 Epoch 43 Batch 511/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.196 Epoch 43 Batch 512/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.914, Loss: 0.194 Epoch 43 Batch 513/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.205 Epoch 43 Batch 514/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.914, Loss: 0.198 Epoch 43 Batch 515/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.183 Epoch 43 Batch 516/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.180 Epoch 43 Batch 517/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.189 Epoch 43 Batch 518/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.178 Epoch 43 Batch 519/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.206 Epoch 43 Batch 520/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.169 Epoch 43 Batch 521/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.185 Epoch 43 Batch 522/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.911, Loss: 0.211 Epoch 43 Batch 523/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.202 Epoch 43 Batch 524/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.192 Epoch 43 Batch 525/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.911, Loss: 0.203 Epoch 43 Batch 526/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.906, Loss: 0.188 Epoch 43 Batch 527/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.185 Epoch 43 Batch 528/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.906, Loss: 0.182 Epoch 43 Batch 529/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.192 Epoch 43 Batch 530/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.912, Loss: 0.215 Epoch 43 Batch 531/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.183 Epoch 43 Batch 532/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.912, Loss: 0.205 Epoch 43 Batch 533/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.917, Loss: 0.231 Epoch 43 Batch 534/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.203 Epoch 43 Batch 535/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.183 Epoch 43 Batch 536/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.179 Epoch 43 Batch 537/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.202 Epoch 43 Batch 538/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.175 Epoch 43 Batch 539/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.911, Loss: 0.223 Epoch 43 Batch 540/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.176 Epoch 43 Batch 541/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.200 Epoch 43 Batch 542/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.918, Loss: 0.208 Epoch 43 Batch 543/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.916, Loss: 0.200 Epoch 43 Batch 544/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.175 Epoch 43 Batch 545/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.213 Epoch 43 Batch 546/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.915, Loss: 0.210 Epoch 43 Batch 547/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.908, Loss: 0.186 Epoch 43 Batch 548/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.220 Epoch 43 Batch 549/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.913, Loss: 0.220 Epoch 43 Batch 550/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.910, Loss: 0.204 Epoch 43 Batch 551/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.215 Epoch 43 Batch 552/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.910, Loss: 0.207 Epoch 43 Batch 553/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.910, Loss: 0.205 Epoch 43 Batch 554/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.910, Loss: 0.210 Epoch 43 Batch 555/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.910, Loss: 0.176 Epoch 43 Batch 556/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.182 Epoch 43 Batch 557/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.186 Epoch 43 Batch 558/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.200 Epoch 43 Batch 559/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.190 Epoch 43 Batch 560/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.189 Epoch 43 Batch 561/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.185 Epoch 43 Batch 562/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.188 Epoch 43 Batch 563/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.907, Loss: 0.241 Epoch 43 Batch 564/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.211 Epoch 43 Batch 565/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.208 Epoch 43 Batch 566/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.246 Epoch 43 Batch 567/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.229 Epoch 43 Batch 568/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.201 Epoch 43 Batch 569/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.206 Epoch 43 Batch 570/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.234 Epoch 43 Batch 571/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.178 Epoch 43 Batch 572/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.896, Loss: 0.155 Epoch 43 Batch 573/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.899, Loss: 0.209 Epoch 43 Batch 574/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.197 Epoch 43 Batch 575/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.204 Epoch 43 Batch 576/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.189 Epoch 43 Batch 577/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.208 Epoch 43 Batch 578/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.908, Loss: 0.205 Epoch 43 Batch 579/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.180 Epoch 43 Batch 580/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.904, Loss: 0.168 Epoch 43 Batch 581/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.168 Epoch 43 Batch 582/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.193 Epoch 43 Batch 583/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.906, Loss: 0.216 Epoch 43 Batch 584/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.191 Epoch 43 Batch 585/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.188 Epoch 43 Batch 586/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.204 Epoch 43 Batch 587/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.198 Epoch 43 Batch 588/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.178 Epoch 43 Batch 589/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.912, Loss: 0.193 Epoch 43 Batch 590/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.912, Loss: 0.194 Epoch 43 Batch 591/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.191 Epoch 43 Batch 592/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.207 Epoch 43 Batch 593/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.217 Epoch 43 Batch 594/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.201 Epoch 43 Batch 595/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.192 Epoch 43 Batch 596/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.216 Epoch 43 Batch 597/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.190 Epoch 43 Batch 598/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.196 Epoch 43 Batch 599/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.909, Loss: 0.253 Epoch 43 Batch 600/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.187 Epoch 43 Batch 601/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.909, Loss: 0.207 Epoch 43 Batch 602/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.909, Loss: 0.219 Epoch 43 Batch 603/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.202 Epoch 43 Batch 604/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.204 Epoch 43 Batch 605/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.218 Epoch 43 Batch 606/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.183 Epoch 43 Batch 607/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.908, Loss: 0.183 Epoch 43 Batch 608/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.208 Epoch 43 Batch 609/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.916, Loss: 0.202 Epoch 43 Batch 610/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.211 Epoch 43 Batch 611/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.189 Epoch 43 Batch 612/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.177 Epoch 43 Batch 613/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.224 Epoch 43 Batch 614/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.192 Epoch 43 Batch 615/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.187 Epoch 43 Batch 616/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.222 Epoch 43 Batch 617/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.175 Epoch 43 Batch 618/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.193 Epoch 43 Batch 619/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.919, Loss: 0.185 Epoch 43 Batch 620/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.193 Epoch 43 Batch 621/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.213 Epoch 43 Batch 622/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.212 Epoch 43 Batch 623/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.916, Loss: 0.216 Epoch 43 Batch 624/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.918, Loss: 0.181 Epoch 43 Batch 625/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.201 Epoch 43 Batch 626/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.172 Epoch 43 Batch 627/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.187 Epoch 43 Batch 628/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.915, Loss: 0.201 Epoch 43 Batch 629/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.915, Loss: 0.214 Epoch 43 Batch 630/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.202 Epoch 43 Batch 631/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.199 Epoch 43 Batch 632/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.188 Epoch 43 Batch 633/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.209 Epoch 43 Batch 634/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.181 Epoch 43 Batch 635/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.913, Loss: 0.239 Epoch 43 Batch 636/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.198 Epoch 43 Batch 637/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.203 Epoch 43 Batch 638/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.204 Epoch 43 Batch 639/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.207 Epoch 43 Batch 640/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.180 Epoch 43 Batch 641/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.189 Epoch 43 Batch 642/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.920, Loss: 0.186 Epoch 43 Batch 643/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.915, Loss: 0.181 Epoch 43 Batch 644/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.185 Epoch 43 Batch 645/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.194 Epoch 43 Batch 646/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.199 Epoch 43 Batch 647/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.204 Epoch 43 Batch 648/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.188 Epoch 43 Batch 649/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.199 Epoch 43 Batch 650/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.205 Epoch 43 Batch 651/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.193 Epoch 43 Batch 652/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.207 Epoch 43 Batch 653/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.208 Epoch 43 Batch 654/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.192 Epoch 43 Batch 655/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.195 Epoch 43 Batch 656/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.188 Epoch 43 Batch 657/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.199 Epoch 43 Batch 658/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.177 Epoch 43 Batch 659/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.218 Epoch 43 Batch 660/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.193 Epoch 43 Batch 661/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.906, Loss: 0.182 Epoch 43 Batch 662/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.179 Epoch 43 Batch 663/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.175 Epoch 43 Batch 664/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.193 Epoch 43 Batch 665/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.193 Epoch 43 Batch 666/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.213 Epoch 43 Batch 667/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.198 Epoch 43 Batch 668/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.194 Epoch 43 Batch 669/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.174 Epoch 43 Batch 670/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.191 Epoch 43 Batch 671/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.220 Epoch 43 Batch 672/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.207 Epoch 43 Batch 673/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.206 Epoch 43 Batch 674/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.188 Epoch 43 Batch 675/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.214 Epoch 43 Batch 676/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.185 Epoch 43 Batch 677/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.910, Loss: 0.210 Epoch 43 Batch 678/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.179 Epoch 43 Batch 679/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.199 Epoch 43 Batch 680/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.177 Epoch 43 Batch 681/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.193 Epoch 43 Batch 682/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.185 Epoch 43 Batch 683/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.207 Epoch 43 Batch 684/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.184 Epoch 43 Batch 685/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.219 Epoch 43 Batch 686/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.181 Epoch 43 Batch 687/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.215 Epoch 43 Batch 688/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.192 Epoch 43 Batch 689/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.908, Loss: 0.181 Epoch 43 Batch 690/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.187 Epoch 43 Batch 691/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.224 Epoch 43 Batch 692/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.172 Epoch 43 Batch 693/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.907, Loss: 0.241 Epoch 43 Batch 694/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.191 Epoch 43 Batch 695/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.907, Loss: 0.182 Epoch 43 Batch 696/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.907, Loss: 0.205 Epoch 43 Batch 697/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.189 Epoch 43 Batch 698/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.177 Epoch 43 Batch 699/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.904, Loss: 0.176 Epoch 43 Batch 700/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.904, Loss: 0.170 Epoch 43 Batch 701/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.906, Loss: 0.204 Epoch 43 Batch 702/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.233 Epoch 43 Batch 703/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.200 Epoch 43 Batch 704/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.905, Loss: 0.232 Epoch 43 Batch 705/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.905, Loss: 0.212 Epoch 43 Batch 706/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.219 Epoch 43 Batch 707/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.192 Epoch 43 Batch 708/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.195 Epoch 43 Batch 709/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.917, Loss: 0.204 Epoch 43 Batch 710/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.169 Epoch 43 Batch 711/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.247 Epoch 43 Batch 712/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.191 Epoch 43 Batch 713/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.162 Epoch 43 Batch 714/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.186 Epoch 43 Batch 715/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.227 Epoch 43 Batch 716/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.169 Epoch 43 Batch 717/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.912, Loss: 0.189 Epoch 43 Batch 718/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.181 Epoch 43 Batch 719/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.919, Loss: 0.184 Epoch 43 Batch 720/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.918, Loss: 0.227 Epoch 43 Batch 721/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.191 Epoch 43 Batch 722/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.917, Loss: 0.177 Epoch 43 Batch 723/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.194 Epoch 43 Batch 724/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.213 Epoch 43 Batch 725/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.172 Epoch 43 Batch 726/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.182 Epoch 43 Batch 727/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.196 Epoch 43 Batch 728/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.918, Loss: 0.203 Epoch 43 Batch 729/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.913, Loss: 0.209 Epoch 43 Batch 730/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.213 Epoch 43 Batch 731/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.200 Epoch 43 Batch 732/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.912, Loss: 0.207 Epoch 43 Batch 733/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.210 Epoch 43 Batch 734/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.906, Loss: 0.196 Epoch 43 Batch 735/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.187 Epoch 43 Batch 736/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.186 Epoch 43 Batch 737/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.901, Loss: 0.224 Epoch 43 Batch 738/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.167 Epoch 43 Batch 739/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.900, Loss: 0.191 Epoch 43 Batch 740/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.900, Loss: 0.193 Epoch 43 Batch 741/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.202 Epoch 43 Batch 742/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.187 Epoch 43 Batch 743/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.905, Loss: 0.219 Epoch 43 Batch 744/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.910, Loss: 0.178 Epoch 43 Batch 745/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.202 Epoch 43 Batch 746/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.911, Loss: 0.190 Epoch 43 Batch 747/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.179 Epoch 43 Batch 748/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.182 Epoch 43 Batch 749/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.196 Epoch 43 Batch 750/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.211 Epoch 43 Batch 751/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.205 Epoch 43 Batch 752/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.184 Epoch 43 Batch 753/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.902, Loss: 0.210 Epoch 43 Batch 754/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.902, Loss: 0.224 Epoch 43 Batch 755/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.205 Epoch 43 Batch 756/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.201 Epoch 43 Batch 757/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.231 Epoch 43 Batch 758/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.175 Epoch 43 Batch 759/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.178 Epoch 43 Batch 760/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.199 Epoch 43 Batch 761/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.218 Epoch 43 Batch 762/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.181 Epoch 43 Batch 763/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.181 Epoch 43 Batch 764/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.197 Epoch 43 Batch 765/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.217 Epoch 43 Batch 766/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.211 Epoch 43 Batch 767/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.191 Epoch 43 Batch 768/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.185 Epoch 43 Batch 769/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.198 Epoch 43 Batch 770/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.910, Loss: 0.173 Epoch 43 Batch 771/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.212 Epoch 43 Batch 772/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.910, Loss: 0.194 Epoch 43 Batch 773/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.908, Loss: 0.187 Epoch 43 Batch 774/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.203 Epoch 43 Batch 775/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.198 Epoch 43 Batch 776/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.906, Loss: 0.169 Epoch 43 Batch 777/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.906, Loss: 0.187 Epoch 43 Batch 778/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.181 Epoch 43 Batch 779/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.210 Epoch 43 Batch 780/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.915, Loss: 0.226 Epoch 43 Batch 781/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.185 Epoch 43 Batch 782/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.196 Epoch 43 Batch 783/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.914, Loss: 0.203 Epoch 43 Batch 784/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.187 Epoch 43 Batch 785/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.912, Loss: 0.191 Epoch 43 Batch 786/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.186 Epoch 43 Batch 787/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.169 Epoch 43 Batch 788/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.191 Epoch 43 Batch 789/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.207 Epoch 43 Batch 790/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.909, Loss: 0.240 Epoch 43 Batch 791/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.201 Epoch 43 Batch 792/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.212 Epoch 43 Batch 793/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.195 Epoch 43 Batch 794/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.914, Loss: 0.186 Epoch 43 Batch 795/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.224 Epoch 43 Batch 796/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.190 Epoch 43 Batch 797/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.201 Epoch 43 Batch 798/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.190 Epoch 43 Batch 799/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.913, Loss: 0.224 Epoch 43 Batch 800/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.184 Epoch 43 Batch 801/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.201 Epoch 43 Batch 802/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.206 Epoch 43 Batch 803/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.214 Epoch 43 Batch 804/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.913, Loss: 0.181 Epoch 43 Batch 805/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.917, Loss: 0.193 Epoch 43 Batch 806/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.188 Epoch 43 Batch 807/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.185 Epoch 43 Batch 808/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.924, Loss: 0.208 Epoch 43 Batch 809/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.929, Loss: 0.221 Epoch 43 Batch 810/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.929, Loss: 0.192 Epoch 43 Batch 811/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.928, Loss: 0.200 Epoch 43 Batch 812/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.928, Loss: 0.216 Epoch 43 Batch 813/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.200 Epoch 43 Batch 814/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.195 Epoch 43 Batch 815/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.184 Epoch 43 Batch 816/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.218 Epoch 43 Batch 817/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.213 Epoch 43 Batch 818/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.209 Epoch 43 Batch 819/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.169 Epoch 43 Batch 820/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.906, Loss: 0.206 Epoch 43 Batch 821/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.902, Loss: 0.182 Epoch 43 Batch 822/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.195 Epoch 43 Batch 823/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.903, Loss: 0.173 Epoch 43 Batch 824/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.182 Epoch 43 Batch 825/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.903, Loss: 0.187 Epoch 43 Batch 826/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.178 Epoch 43 Batch 827/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.177 Epoch 43 Batch 828/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.181 Epoch 43 Batch 829/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.903, Loss: 0.217 Epoch 43 Batch 830/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.910, Loss: 0.199 Epoch 43 Batch 831/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.910, Loss: 0.189 Epoch 43 Batch 832/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.190 Epoch 43 Batch 833/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.912, Loss: 0.198 Epoch 43 Batch 834/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.201 Epoch 43 Batch 835/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.907, Loss: 0.210 Epoch 43 Batch 836/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.178 Epoch 43 Batch 837/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.247 Epoch 43 Batch 838/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.208 Epoch 43 Batch 839/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.187 Epoch 43 Batch 840/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.187 Epoch 43 Batch 841/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.220 Epoch 43 Batch 842/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.180 Epoch 43 Batch 843/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.194 Epoch 43 Batch 844/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.196 Epoch 43 Batch 845/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.205 Epoch 43 Batch 846/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.914, Loss: 0.210 Epoch 43 Batch 847/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.202 Epoch 43 Batch 848/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.910, Loss: 0.181 Epoch 43 Batch 849/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.189 Epoch 43 Batch 850/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.222 Epoch 43 Batch 851/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.215 Epoch 43 Batch 852/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.909, Loss: 0.225 Epoch 43 Batch 853/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.910, Loss: 0.172 Epoch 43 Batch 854/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.223 Epoch 43 Batch 855/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.173 Epoch 43 Batch 856/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.914, Loss: 0.203 Epoch 43 Batch 857/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.909, Loss: 0.181 Epoch 43 Batch 858/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.191 Epoch 43 Batch 859/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.228 Epoch 43 Batch 860/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.205 Epoch 43 Batch 861/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.911, Loss: 0.199 Epoch 43 Batch 862/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.910, Loss: 0.189 Epoch 43 Batch 863/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.182 Epoch 43 Batch 864/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.194 Epoch 43 Batch 865/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.190 Epoch 43 Batch 866/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.197 Epoch 43 Batch 867/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.912, Loss: 0.237 Epoch 43 Batch 868/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.200 Epoch 43 Batch 869/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.207 Epoch 43 Batch 870/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.913, Loss: 0.195 Epoch 43 Batch 871/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.194 Epoch 43 Batch 872/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.183 Epoch 43 Batch 873/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.193 Epoch 43 Batch 874/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.914, Loss: 0.219 Epoch 43 Batch 875/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.182 Epoch 43 Batch 876/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.203 Epoch 43 Batch 877/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.170 Epoch 43 Batch 878/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.173 Epoch 43 Batch 879/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.896, Loss: 0.175 Epoch 43 Batch 880/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.891, Loss: 0.199 Epoch 43 Batch 881/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.187 Epoch 43 Batch 882/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.893, Loss: 0.203 Epoch 43 Batch 883/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.894, Loss: 0.224 Epoch 43 Batch 884/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.899, Loss: 0.185 Epoch 43 Batch 885/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.898, Loss: 0.158 Epoch 43 Batch 886/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.205 Epoch 43 Batch 887/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.897, Loss: 0.207 Epoch 43 Batch 888/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.191 Epoch 43 Batch 889/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.894, Loss: 0.208 Epoch 43 Batch 890/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.894, Loss: 0.187 Epoch 43 Batch 891/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.197 Epoch 43 Batch 892/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.179 Epoch 43 Batch 893/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.220 Epoch 43 Batch 894/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.906, Loss: 0.182 Epoch 43 Batch 895/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.191 Epoch 43 Batch 896/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.231 Epoch 43 Batch 897/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.181 Epoch 43 Batch 898/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.157 Epoch 43 Batch 899/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.196 Epoch 43 Batch 900/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.210 Epoch 43 Batch 901/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.218 Epoch 43 Batch 902/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.213 Epoch 43 Batch 903/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.184 Epoch 43 Batch 904/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.905, Loss: 0.174 Epoch 43 Batch 905/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.185 Epoch 43 Batch 906/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.171 Epoch 43 Batch 907/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.903, Loss: 0.186 Epoch 43 Batch 908/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.905, Loss: 0.203 Epoch 43 Batch 909/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.182 Epoch 43 Batch 910/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.187 Epoch 43 Batch 911/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.904, Loss: 0.187 Epoch 43 Batch 912/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.197 Epoch 43 Batch 913/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.245 Epoch 43 Batch 914/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.901, Loss: 0.229 Epoch 43 Batch 915/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.905, Loss: 0.190 Epoch 43 Batch 916/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.193 Epoch 43 Batch 917/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.189 Epoch 43 Batch 918/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.171 Epoch 43 Batch 919/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.178 Epoch 43 Batch 920/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.229 Epoch 43 Batch 921/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.223 Epoch 43 Batch 922/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.206 Epoch 43 Batch 923/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.190 Epoch 43 Batch 924/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.223 Epoch 43 Batch 925/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.188 Epoch 43 Batch 926/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.909, Loss: 0.189 Epoch 43 Batch 927/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.212 Epoch 43 Batch 928/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.213 Epoch 43 Batch 929/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.215 Epoch 43 Batch 930/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.196 Epoch 43 Batch 931/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.187 Epoch 43 Batch 932/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.187 Epoch 43 Batch 933/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.200 Epoch 43 Batch 934/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.904, Loss: 0.207 Epoch 43 Batch 935/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.195 Epoch 43 Batch 936/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.186 Epoch 43 Batch 937/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.211 Epoch 43 Batch 938/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.223 Epoch 43 Batch 939/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.213 Epoch 43 Batch 940/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.171 Epoch 43 Batch 941/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.171 Epoch 43 Batch 942/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.201 Epoch 43 Batch 943/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.903, Loss: 0.177 Epoch 43 Batch 944/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.903, Loss: 0.183 Epoch 43 Batch 945/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.904, Loss: 0.192 Epoch 43 Batch 946/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.901, Loss: 0.172 Epoch 43 Batch 947/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.901, Loss: 0.209 Epoch 43 Batch 948/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.199 Epoch 43 Batch 949/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.902, Loss: 0.169 Epoch 43 Batch 950/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.189 Epoch 43 Batch 951/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.906, Loss: 0.194 Epoch 43 Batch 952/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.904, Loss: 0.176 Epoch 43 Batch 953/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.904, Loss: 0.174 Epoch 43 Batch 954/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.206 Epoch 43 Batch 955/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.188 Epoch 43 Batch 956/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.898, Loss: 0.203 Epoch 43 Batch 957/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.898, Loss: 0.217 Epoch 43 Batch 958/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.205 Epoch 43 Batch 959/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.185 Epoch 43 Batch 960/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.189 Epoch 43 Batch 961/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.904, Loss: 0.211 Epoch 43 Batch 962/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.200 Epoch 43 Batch 963/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.248 Epoch 43 Batch 964/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.170 Epoch 43 Batch 965/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.227 Epoch 43 Batch 966/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.172 Epoch 43 Batch 967/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.185 Epoch 43 Batch 968/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.904, Loss: 0.230 Epoch 43 Batch 969/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.242 Epoch 43 Batch 970/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.191 Epoch 43 Batch 971/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.192 Epoch 43 Batch 972/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.203 Epoch 43 Batch 973/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.898, Loss: 0.172 Epoch 43 Batch 974/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.197 Epoch 43 Batch 975/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.203 Epoch 43 Batch 976/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.898, Loss: 0.183 Epoch 43 Batch 977/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.156 Epoch 43 Batch 978/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.897, Loss: 0.196 Epoch 43 Batch 979/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.897, Loss: 0.209 Epoch 43 Batch 980/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.201 Epoch 43 Batch 981/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.205 Epoch 43 Batch 982/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.903, Loss: 0.193 Epoch 43 Batch 983/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.200 Epoch 43 Batch 984/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.902, Loss: 0.199 Epoch 43 Batch 985/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.903, Loss: 0.189 Epoch 43 Batch 986/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.898, Loss: 0.205 Epoch 43 Batch 987/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.184 Epoch 43 Batch 988/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.894, Loss: 0.202 Epoch 43 Batch 989/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.188 Epoch 43 Batch 990/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.197 Epoch 43 Batch 991/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.206 Epoch 43 Batch 992/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.901, Loss: 0.210 Epoch 43 Batch 993/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.176 Epoch 43 Batch 994/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.914, Loss: 0.182 Epoch 43 Batch 995/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.200 Epoch 43 Batch 996/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.188 Epoch 43 Batch 997/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.914, Loss: 0.204 Epoch 43 Batch 998/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.202 Epoch 43 Batch 999/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.206 Epoch 43 Batch 1000/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.178 Epoch 43 Batch 1001/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.169 Epoch 43 Batch 1002/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.178 Epoch 43 Batch 1003/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.210 Epoch 43 Batch 1004/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.217 Epoch 43 Batch 1005/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.203 Epoch 43 Batch 1006/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.165 Epoch 43 Batch 1007/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.902, Loss: 0.180 Epoch 43 Batch 1008/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.234 Epoch 43 Batch 1009/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.184 Epoch 43 Batch 1010/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.906, Loss: 0.205 Epoch 43 Batch 1011/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.901, Loss: 0.194 Epoch 43 Batch 1012/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.177 Epoch 43 Batch 1013/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.175 Epoch 43 Batch 1014/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.205 Epoch 43 Batch 1015/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.219 Epoch 43 Batch 1016/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.213 Epoch 43 Batch 1017/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.216 Epoch 43 Batch 1018/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.195 Epoch 43 Batch 1019/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.906, Loss: 0.230 Epoch 43 Batch 1020/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.902, Loss: 0.174 Epoch 43 Batch 1021/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.180 Epoch 43 Batch 1022/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.188 Epoch 43 Batch 1023/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.901, Loss: 0.190 Epoch 43 Batch 1024/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.906, Loss: 0.233 Epoch 43 Batch 1025/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.906, Loss: 0.196 Epoch 43 Batch 1026/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.190 Epoch 43 Batch 1027/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.195 Epoch 43 Batch 1028/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.912, Loss: 0.199 Epoch 43 Batch 1029/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.194 Epoch 43 Batch 1030/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.202 Epoch 43 Batch 1031/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.904, Loss: 0.216 Epoch 43 Batch 1032/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.231 Epoch 43 Batch 1033/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.190 Epoch 43 Batch 1034/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.214 Epoch 43 Batch 1035/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.901, Loss: 0.175 Epoch 43 Batch 1036/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.221 Epoch 43 Batch 1037/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.895, Loss: 0.206 Epoch 43 Batch 1038/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.218 Epoch 43 Batch 1039/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.896, Loss: 0.199 Epoch 43 Batch 1040/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.212 Epoch 43 Batch 1041/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.897, Loss: 0.204 Epoch 43 Batch 1042/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.897, Loss: 0.183 Epoch 43 Batch 1043/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.205 Epoch 43 Batch 1044/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.199 Epoch 43 Batch 1045/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.896, Loss: 0.204 Epoch 43 Batch 1046/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.901, Loss: 0.152 Epoch 43 Batch 1047/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.901, Loss: 0.175 Epoch 43 Batch 1048/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.194 Epoch 43 Batch 1049/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.219 Epoch 43 Batch 1050/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.182 Epoch 43 Batch 1051/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.199 Epoch 43 Batch 1052/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.890, Loss: 0.182 Epoch 43 Batch 1053/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.207 Epoch 43 Batch 1054/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.891, Loss: 0.182 Epoch 43 Batch 1055/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.891, Loss: 0.188 Epoch 43 Batch 1056/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.891, Loss: 0.197 Epoch 43 Batch 1057/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.218 Epoch 43 Batch 1058/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.905, Loss: 0.216 Epoch 43 Batch 1059/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.906, Loss: 0.215 Epoch 43 Batch 1060/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.171 Epoch 43 Batch 1061/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.906, Loss: 0.209 Epoch 43 Batch 1062/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.907, Loss: 0.192 Epoch 43 Batch 1063/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.185 Epoch 43 Batch 1064/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.194 Epoch 43 Batch 1065/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.179 Epoch 43 Batch 1066/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.185 Epoch 43 Batch 1067/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.218 Epoch 43 Batch 1068/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.192 Epoch 43 Batch 1069/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.171 Epoch 43 Batch 1070/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.179 Epoch 43 Batch 1071/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.179 Epoch 43 Batch 1072/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.204 Epoch 43 Batch 1073/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.217 Epoch 43 Batch 1074/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.210 Epoch 43 Batch 1075/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.220 Epoch 44 Batch 0/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.184 Epoch 44 Batch 1/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.908, Loss: 0.176 Epoch 44 Batch 2/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.912, Loss: 0.196 Epoch 44 Batch 3/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.913, Loss: 0.181 Epoch 44 Batch 4/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.221 Epoch 44 Batch 5/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.216 Epoch 44 Batch 6/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.196 Epoch 44 Batch 7/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.175 Epoch 44 Batch 8/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.186 Epoch 44 Batch 9/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.207 Epoch 44 Batch 10/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.194 Epoch 44 Batch 11/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.208 Epoch 44 Batch 12/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.207 Epoch 44 Batch 13/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.218 Epoch 44 Batch 14/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.906, Loss: 0.165 Epoch 44 Batch 15/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.905, Loss: 0.185 Epoch 44 Batch 16/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.211 Epoch 44 Batch 17/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.179 Epoch 44 Batch 18/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.220 Epoch 44 Batch 19/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.204 Epoch 44 Batch 20/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.188 Epoch 44 Batch 21/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.213 Epoch 44 Batch 22/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.206 Epoch 44 Batch 23/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.179 Epoch 44 Batch 24/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.893, Loss: 0.199 Epoch 44 Batch 25/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.891, Loss: 0.173 Epoch 44 Batch 26/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.211 Epoch 44 Batch 27/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.182 Epoch 44 Batch 28/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.890, Loss: 0.213 Epoch 44 Batch 29/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.893, Loss: 0.176 Epoch 44 Batch 30/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.893, Loss: 0.191 Epoch 44 Batch 31/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.189 Epoch 44 Batch 32/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.182 Epoch 44 Batch 33/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.900, Loss: 0.159 Epoch 44 Batch 34/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.193 Epoch 44 Batch 35/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.187 Epoch 44 Batch 36/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.182 Epoch 44 Batch 37/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.205 Epoch 44 Batch 38/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.210 Epoch 44 Batch 39/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.909, Loss: 0.223 Epoch 44 Batch 40/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.196 Epoch 44 Batch 41/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.186 Epoch 44 Batch 42/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.218 Epoch 44 Batch 43/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.178 Epoch 44 Batch 44/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.906, Loss: 0.166 Epoch 44 Batch 45/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.906, Loss: 0.207 Epoch 44 Batch 46/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.204 Epoch 44 Batch 47/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.213 Epoch 44 Batch 48/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.910, Loss: 0.238 Epoch 44 Batch 49/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.219 Epoch 44 Batch 50/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.914, Loss: 0.184 Epoch 44 Batch 51/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.911, Loss: 0.179 Epoch 44 Batch 52/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.201 Epoch 44 Batch 53/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.905, Loss: 0.201 Epoch 44 Batch 54/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.236 Epoch 44 Batch 55/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.181 Epoch 44 Batch 56/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.164 Epoch 44 Batch 57/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.157 Epoch 44 Batch 58/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.172 Epoch 44 Batch 59/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.906, Loss: 0.197 Epoch 44 Batch 60/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.177 Epoch 44 Batch 61/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.216 Epoch 44 Batch 62/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.208 Epoch 44 Batch 63/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.171 Epoch 44 Batch 64/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.167 Epoch 44 Batch 65/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.910, Loss: 0.184 Epoch 44 Batch 66/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.173 Epoch 44 Batch 67/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.910, Loss: 0.208 Epoch 44 Batch 68/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.224 Epoch 44 Batch 69/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.912, Loss: 0.222 Epoch 44 Batch 70/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.197 Epoch 44 Batch 71/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.169 Epoch 44 Batch 72/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.188 Epoch 44 Batch 73/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.195 Epoch 44 Batch 74/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.174 Epoch 44 Batch 75/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.244 Epoch 44 Batch 76/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.912, Loss: 0.174 Epoch 44 Batch 77/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.912, Loss: 0.175 Epoch 44 Batch 78/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.917, Loss: 0.194 Epoch 44 Batch 79/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.199 Epoch 44 Batch 80/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.196 Epoch 44 Batch 81/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.916, Loss: 0.185 Epoch 44 Batch 82/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.187 Epoch 44 Batch 83/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.203 Epoch 44 Batch 84/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.191 Epoch 44 Batch 85/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.184 Epoch 44 Batch 86/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.189 Epoch 44 Batch 87/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.911, Loss: 0.252 Epoch 44 Batch 88/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.906, Loss: 0.226 Epoch 44 Batch 89/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.196 Epoch 44 Batch 90/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.210 Epoch 44 Batch 91/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.177 Epoch 44 Batch 92/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.203 Epoch 44 Batch 93/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.192 Epoch 44 Batch 94/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.896, Loss: 0.184 Epoch 44 Batch 95/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.225 Epoch 44 Batch 96/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.201 Epoch 44 Batch 97/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.195 Epoch 44 Batch 98/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.190 Epoch 44 Batch 99/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.210 Epoch 44 Batch 100/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.185 Epoch 44 Batch 101/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.193 Epoch 44 Batch 102/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.908, Loss: 0.179 Epoch 44 Batch 103/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.228 Epoch 44 Batch 104/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.206 Epoch 44 Batch 105/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.208 Epoch 44 Batch 106/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.216 Epoch 44 Batch 107/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.903, Loss: 0.210 Epoch 44 Batch 108/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.186 Epoch 44 Batch 109/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.193 Epoch 44 Batch 110/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.176 Epoch 44 Batch 111/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.191 Epoch 44 Batch 112/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.178 Epoch 44 Batch 113/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.217 Epoch 44 Batch 114/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.179 Epoch 44 Batch 115/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.212 Epoch 44 Batch 116/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.903, Loss: 0.225 Epoch 44 Batch 117/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.193 Epoch 44 Batch 118/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.208 Epoch 44 Batch 119/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.200 Epoch 44 Batch 120/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.221 Epoch 44 Batch 121/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.197 Epoch 44 Batch 122/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.905, Loss: 0.179 Epoch 44 Batch 123/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.160 Epoch 44 Batch 124/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.910, Loss: 0.217 Epoch 44 Batch 125/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.202 Epoch 44 Batch 126/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.165 Epoch 44 Batch 127/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.194 Epoch 44 Batch 128/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.170 Epoch 44 Batch 129/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.195 Epoch 44 Batch 130/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.178 Epoch 44 Batch 131/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.192 Epoch 44 Batch 132/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.204 Epoch 44 Batch 133/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.177 Epoch 44 Batch 134/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.190 Epoch 44 Batch 135/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.912, Loss: 0.201 Epoch 44 Batch 136/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.183 Epoch 44 Batch 137/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.172 Epoch 44 Batch 138/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.190 Epoch 44 Batch 139/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.204 Epoch 44 Batch 140/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.189 Epoch 44 Batch 141/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.200 Epoch 44 Batch 142/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.165 Epoch 44 Batch 143/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.195 Epoch 44 Batch 144/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.915, Loss: 0.222 Epoch 44 Batch 145/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.212 Epoch 44 Batch 146/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.226 Epoch 44 Batch 147/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.207 Epoch 44 Batch 148/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.189 Epoch 44 Batch 149/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.198 Epoch 44 Batch 150/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.186 Epoch 44 Batch 151/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.162 Epoch 44 Batch 152/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.224 Epoch 44 Batch 153/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.206 Epoch 44 Batch 154/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.197 Epoch 44 Batch 155/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.200 Epoch 44 Batch 156/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.185 Epoch 44 Batch 157/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.194 Epoch 44 Batch 158/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.209 Epoch 44 Batch 159/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.165 Epoch 44 Batch 160/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.174 Epoch 44 Batch 161/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.194 Epoch 44 Batch 162/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.221 Epoch 44 Batch 163/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.216 Epoch 44 Batch 164/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.226 Epoch 44 Batch 165/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.179 Epoch 44 Batch 166/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.222 Epoch 44 Batch 167/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.912, Loss: 0.183 Epoch 44 Batch 168/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.908, Loss: 0.223 Epoch 44 Batch 169/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.908, Loss: 0.221 Epoch 44 Batch 170/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.908, Loss: 0.197 Epoch 44 Batch 171/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.178 Epoch 44 Batch 172/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.179 Epoch 44 Batch 173/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.201 Epoch 44 Batch 174/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.912, Loss: 0.174 Epoch 44 Batch 175/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.196 Epoch 44 Batch 176/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.200 Epoch 44 Batch 177/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.907, Loss: 0.207 Epoch 44 Batch 178/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.906, Loss: 0.189 Epoch 44 Batch 179/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.190 Epoch 44 Batch 180/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.175 Epoch 44 Batch 181/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.208 Epoch 44 Batch 182/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.201 Epoch 44 Batch 183/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.204 Epoch 44 Batch 184/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.912, Loss: 0.172 Epoch 44 Batch 185/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.204 Epoch 44 Batch 186/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.187 Epoch 44 Batch 187/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.188 Epoch 44 Batch 188/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.179 Epoch 44 Batch 189/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.186 Epoch 44 Batch 190/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.916, Loss: 0.161 Epoch 44 Batch 191/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.172 Epoch 44 Batch 192/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.205 Epoch 44 Batch 193/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.182 Epoch 44 Batch 194/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.167 Epoch 44 Batch 195/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.919, Loss: 0.177 Epoch 44 Batch 196/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.187 Epoch 44 Batch 197/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.193 Epoch 44 Batch 198/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.194 Epoch 44 Batch 199/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.184 Epoch 44 Batch 200/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.924, Loss: 0.205 Epoch 44 Batch 201/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.174 Epoch 44 Batch 202/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.215 Epoch 44 Batch 203/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.922, Loss: 0.196 Epoch 44 Batch 204/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.918, Loss: 0.234 Epoch 44 Batch 205/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.202 Epoch 44 Batch 206/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.183 Epoch 44 Batch 207/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.192 Epoch 44 Batch 208/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.202 Epoch 44 Batch 209/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.915, Loss: 0.161 Epoch 44 Batch 210/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.182 Epoch 44 Batch 211/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.178 Epoch 44 Batch 212/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.174 Epoch 44 Batch 213/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.910, Loss: 0.181 Epoch 44 Batch 214/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.181 Epoch 44 Batch 215/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.909, Loss: 0.205 Epoch 44 Batch 216/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.206 Epoch 44 Batch 217/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.173 Epoch 44 Batch 218/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.213 Epoch 44 Batch 219/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.179 Epoch 44 Batch 220/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.185 Epoch 44 Batch 221/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.193 Epoch 44 Batch 222/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.225 Epoch 44 Batch 223/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.912, Loss: 0.166 Epoch 44 Batch 224/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.193 Epoch 44 Batch 225/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.205 Epoch 44 Batch 226/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.910, Loss: 0.187 Epoch 44 Batch 227/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.910, Loss: 0.213 Epoch 44 Batch 228/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.160 Epoch 44 Batch 229/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.195 Epoch 44 Batch 230/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.177 Epoch 44 Batch 231/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.212 Epoch 44 Batch 232/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.188 Epoch 44 Batch 233/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.228 Epoch 44 Batch 234/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.917, Loss: 0.222 Epoch 44 Batch 235/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.917, Loss: 0.194 Epoch 44 Batch 236/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.211 Epoch 44 Batch 237/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.161 Epoch 44 Batch 238/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.191 Epoch 44 Batch 239/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.923, Loss: 0.149 Epoch 44 Batch 240/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.919, Loss: 0.176 Epoch 44 Batch 241/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.919, Loss: 0.154 Epoch 44 Batch 242/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.182 Epoch 44 Batch 243/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.207 Epoch 44 Batch 244/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.921, Loss: 0.207 Epoch 44 Batch 245/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.921, Loss: 0.177 Epoch 44 Batch 246/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.195 Epoch 44 Batch 247/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.917, Loss: 0.173 Epoch 44 Batch 248/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.192 Epoch 44 Batch 249/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.204 Epoch 44 Batch 250/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.181 Epoch 44 Batch 251/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.177 Epoch 44 Batch 252/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.195 Epoch 44 Batch 253/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.911, Loss: 0.188 Epoch 44 Batch 254/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.184 Epoch 44 Batch 255/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.189 Epoch 44 Batch 256/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.913, Loss: 0.226 Epoch 44 Batch 257/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.192 Epoch 44 Batch 258/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.196 Epoch 44 Batch 259/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.203 Epoch 44 Batch 260/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.176 Epoch 44 Batch 261/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.914, Loss: 0.182 Epoch 44 Batch 262/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.171 Epoch 44 Batch 263/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.913, Loss: 0.173 Epoch 44 Batch 264/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.210 Epoch 44 Batch 265/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.912, Loss: 0.202 Epoch 44 Batch 266/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.196 Epoch 44 Batch 267/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.179 Epoch 44 Batch 268/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.908, Loss: 0.208 Epoch 44 Batch 269/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.203 Epoch 44 Batch 270/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.212 Epoch 44 Batch 271/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.194 Epoch 44 Batch 272/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.914, Loss: 0.252 Epoch 44 Batch 273/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.180 Epoch 44 Batch 274/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.192 Epoch 44 Batch 275/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.209 Epoch 44 Batch 276/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.239 Epoch 44 Batch 277/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.906, Loss: 0.152 Epoch 44 Batch 278/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.906, Loss: 0.202 Epoch 44 Batch 279/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.223 Epoch 44 Batch 280/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.906, Loss: 0.202 Epoch 44 Batch 281/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.218 Epoch 44 Batch 282/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.909, Loss: 0.248 Epoch 44 Batch 283/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.908, Loss: 0.203 Epoch 44 Batch 284/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.202 Epoch 44 Batch 285/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.201 Epoch 44 Batch 286/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.192 Epoch 44 Batch 287/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.193 Epoch 44 Batch 288/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.910, Loss: 0.205 Epoch 44 Batch 289/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.203 Epoch 44 Batch 290/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.919, Loss: 0.221 Epoch 44 Batch 291/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.226 Epoch 44 Batch 292/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.179 Epoch 44 Batch 293/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.913, Loss: 0.232 Epoch 44 Batch 294/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.910, Loss: 0.186 Epoch 44 Batch 295/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.224 Epoch 44 Batch 296/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.195 Epoch 44 Batch 297/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.914, Loss: 0.230 Epoch 44 Batch 298/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.205 Epoch 44 Batch 299/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.177 Epoch 44 Batch 300/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.906, Loss: 0.188 Epoch 44 Batch 301/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.179 Epoch 44 Batch 302/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.907, Loss: 0.192 Epoch 44 Batch 303/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.210 Epoch 44 Batch 304/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.175 Epoch 44 Batch 305/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.204 Epoch 44 Batch 306/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.213 Epoch 44 Batch 307/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.181 Epoch 44 Batch 308/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.211 Epoch 44 Batch 309/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.179 Epoch 44 Batch 310/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.895, Loss: 0.213 Epoch 44 Batch 311/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.895, Loss: 0.165 Epoch 44 Batch 312/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.233 Epoch 44 Batch 313/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.169 Epoch 44 Batch 314/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.198 Epoch 44 Batch 315/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.913, Loss: 0.170 Epoch 44 Batch 316/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.182 Epoch 44 Batch 317/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.915, Loss: 0.208 Epoch 44 Batch 318/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.184 Epoch 44 Batch 319/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.917, Loss: 0.219 Epoch 44 Batch 320/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.916, Loss: 0.192 Epoch 44 Batch 321/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.914, Loss: 0.198 Epoch 44 Batch 322/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.913, Loss: 0.168 Epoch 44 Batch 323/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.217 Epoch 44 Batch 324/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.200 Epoch 44 Batch 325/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.185 Epoch 44 Batch 326/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.185 Epoch 44 Batch 327/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.234 Epoch 44 Batch 328/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.220 Epoch 44 Batch 329/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.203 Epoch 44 Batch 330/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.184 Epoch 44 Batch 331/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.200 Epoch 44 Batch 332/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.182 Epoch 44 Batch 333/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.183 Epoch 44 Batch 334/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.910, Loss: 0.180 Epoch 44 Batch 335/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.189 Epoch 44 Batch 336/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.234 Epoch 44 Batch 337/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.911, Loss: 0.218 Epoch 44 Batch 338/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.911, Loss: 0.228 Epoch 44 Batch 339/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.182 Epoch 44 Batch 340/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.187 Epoch 44 Batch 341/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.253 Epoch 44 Batch 342/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.179 Epoch 44 Batch 343/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.215 Epoch 44 Batch 344/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.908, Loss: 0.191 Epoch 44 Batch 345/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.195 Epoch 44 Batch 346/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.194 Epoch 44 Batch 347/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.898, Loss: 0.168 Epoch 44 Batch 348/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.898, Loss: 0.174 Epoch 44 Batch 349/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.903, Loss: 0.199 Epoch 44 Batch 350/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.186 Epoch 44 Batch 351/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.211 Epoch 44 Batch 352/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.202 Epoch 44 Batch 353/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.228 Epoch 44 Batch 354/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.214 Epoch 44 Batch 355/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.908, Loss: 0.212 Epoch 44 Batch 356/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.196 Epoch 44 Batch 357/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.174 Epoch 44 Batch 358/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.905, Loss: 0.228 Epoch 44 Batch 359/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.210 Epoch 44 Batch 360/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.902, Loss: 0.193 Epoch 44 Batch 361/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.207 Epoch 44 Batch 362/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.210 Epoch 44 Batch 363/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.902, Loss: 0.224 Epoch 44 Batch 364/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.216 Epoch 44 Batch 365/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.897, Loss: 0.175 Epoch 44 Batch 366/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.177 Epoch 44 Batch 367/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.183 Epoch 44 Batch 368/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.194 Epoch 44 Batch 369/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.199 Epoch 44 Batch 370/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.909, Loss: 0.202 Epoch 44 Batch 371/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.182 Epoch 44 Batch 372/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.906, Loss: 0.164 Epoch 44 Batch 373/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.907, Loss: 0.165 Epoch 44 Batch 374/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.911, Loss: 0.216 Epoch 44 Batch 375/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.910, Loss: 0.175 Epoch 44 Batch 376/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.190 Epoch 44 Batch 377/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.187 Epoch 44 Batch 378/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.158 Epoch 44 Batch 379/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.225 Epoch 44 Batch 380/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.194 Epoch 44 Batch 381/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.206 Epoch 44 Batch 382/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.240 Epoch 44 Batch 383/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.183 Epoch 44 Batch 384/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.189 Epoch 44 Batch 385/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.195 Epoch 44 Batch 386/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.916, Loss: 0.196 Epoch 44 Batch 387/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.178 Epoch 44 Batch 388/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.197 Epoch 44 Batch 389/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.189 Epoch 44 Batch 390/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.916, Loss: 0.217 Epoch 44 Batch 391/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.199 Epoch 44 Batch 392/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.199 Epoch 44 Batch 393/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.177 Epoch 44 Batch 394/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.181 Epoch 44 Batch 395/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.918, Loss: 0.160 Epoch 44 Batch 396/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.206 Epoch 44 Batch 397/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.204 Epoch 44 Batch 398/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.917, Loss: 0.203 Epoch 44 Batch 399/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.916, Loss: 0.210 Epoch 44 Batch 400/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.207 Epoch 44 Batch 401/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.189 Epoch 44 Batch 402/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.171 Epoch 44 Batch 403/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.917, Loss: 0.220 Epoch 44 Batch 404/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.176 Epoch 44 Batch 405/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.200 Epoch 44 Batch 406/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.917, Loss: 0.165 Epoch 44 Batch 407/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.217 Epoch 44 Batch 408/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.201 Epoch 44 Batch 409/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.209 Epoch 44 Batch 410/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.214 Epoch 44 Batch 411/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.188 Epoch 44 Batch 412/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.184 Epoch 44 Batch 413/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.178 Epoch 44 Batch 414/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.912, Loss: 0.205 Epoch 44 Batch 415/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.194 Epoch 44 Batch 416/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.910, Loss: 0.190 Epoch 44 Batch 417/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.910, Loss: 0.230 Epoch 44 Batch 418/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.910, Loss: 0.179 Epoch 44 Batch 419/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.195 Epoch 44 Batch 420/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.191 Epoch 44 Batch 421/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.233 Epoch 44 Batch 422/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.185 Epoch 44 Batch 423/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.209 Epoch 44 Batch 424/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.911, Loss: 0.206 Epoch 44 Batch 425/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.175 Epoch 44 Batch 426/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.213 Epoch 44 Batch 427/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.192 Epoch 44 Batch 428/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.911, Loss: 0.181 Epoch 44 Batch 429/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.179 Epoch 44 Batch 430/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.176 Epoch 44 Batch 431/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.182 Epoch 44 Batch 432/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.201 Epoch 44 Batch 433/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.193 Epoch 44 Batch 434/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.189 Epoch 44 Batch 435/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.199 Epoch 44 Batch 436/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.196 Epoch 44 Batch 437/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.175 Epoch 44 Batch 438/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.197 Epoch 44 Batch 439/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.917, Loss: 0.200 Epoch 44 Batch 440/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.918, Loss: 0.213 Epoch 44 Batch 441/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.913, Loss: 0.197 Epoch 44 Batch 442/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.190 Epoch 44 Batch 443/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.911, Loss: 0.182 Epoch 44 Batch 444/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.178 Epoch 44 Batch 445/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.187 Epoch 44 Batch 446/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.912, Loss: 0.174 Epoch 44 Batch 447/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.204 Epoch 44 Batch 448/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.909, Loss: 0.223 Epoch 44 Batch 449/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.200 Epoch 44 Batch 450/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.199 Epoch 44 Batch 451/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.183 Epoch 44 Batch 452/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.206 Epoch 44 Batch 453/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.182 Epoch 44 Batch 454/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.192 Epoch 44 Batch 455/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.909, Loss: 0.186 Epoch 44 Batch 456/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.184 Epoch 44 Batch 457/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.187 Epoch 44 Batch 458/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.187 Epoch 44 Batch 459/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.182 Epoch 44 Batch 460/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.203 Epoch 44 Batch 461/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.199 Epoch 44 Batch 462/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.908, Loss: 0.209 Epoch 44 Batch 463/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.210 Epoch 44 Batch 464/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.185 Epoch 44 Batch 465/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.912, Loss: 0.202 Epoch 44 Batch 466/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.174 Epoch 44 Batch 467/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.196 Epoch 44 Batch 468/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.205 Epoch 44 Batch 469/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.187 Epoch 44 Batch 470/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.198 Epoch 44 Batch 471/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.908, Loss: 0.170 Epoch 44 Batch 472/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.169 Epoch 44 Batch 473/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.209 Epoch 44 Batch 474/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.197 Epoch 44 Batch 475/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.200 Epoch 44 Batch 476/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.183 Epoch 44 Batch 477/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.202 Epoch 44 Batch 478/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.198 Epoch 44 Batch 479/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.219 Epoch 44 Batch 480/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.205 Epoch 44 Batch 481/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.205 Epoch 44 Batch 482/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.235 Epoch 44 Batch 483/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.215 Epoch 44 Batch 484/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.916, Loss: 0.205 Epoch 44 Batch 485/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.181 Epoch 44 Batch 486/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.181 Epoch 44 Batch 487/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.197 Epoch 44 Batch 488/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.187 Epoch 44 Batch 489/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.194 Epoch 44 Batch 490/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.199 Epoch 44 Batch 491/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.210 Epoch 44 Batch 492/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.218 Epoch 44 Batch 493/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.168 Epoch 44 Batch 494/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.916, Loss: 0.169 Epoch 44 Batch 495/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.915, Loss: 0.193 Epoch 44 Batch 496/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.188 Epoch 44 Batch 497/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.920, Loss: 0.198 Epoch 44 Batch 498/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.212 Epoch 44 Batch 499/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.911, Loss: 0.179 Epoch 44 Batch 500/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.179 Epoch 44 Batch 501/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.164 Epoch 44 Batch 502/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.907, Loss: 0.178 Epoch 44 Batch 503/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.179 Epoch 44 Batch 504/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.907, Loss: 0.204 Epoch 44 Batch 505/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.156 Epoch 44 Batch 506/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.191 Epoch 44 Batch 507/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.907, Loss: 0.183 Epoch 44 Batch 508/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.169 Epoch 44 Batch 509/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.914, Loss: 0.229 Epoch 44 Batch 510/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.197 Epoch 44 Batch 511/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.186 Epoch 44 Batch 512/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.915, Loss: 0.179 Epoch 44 Batch 513/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.190 Epoch 44 Batch 514/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.910, Loss: 0.183 Epoch 44 Batch 515/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.178 Epoch 44 Batch 516/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.178 Epoch 44 Batch 517/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.179 Epoch 44 Batch 518/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.190 Epoch 44 Batch 519/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.911, Loss: 0.175 Epoch 44 Batch 520/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.911, Loss: 0.161 Epoch 44 Batch 521/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.910, Loss: 0.193 Epoch 44 Batch 522/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.909, Loss: 0.233 Epoch 44 Batch 523/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.910, Loss: 0.195 Epoch 44 Batch 524/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.221 Epoch 44 Batch 525/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.183 Epoch 44 Batch 526/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.194 Epoch 44 Batch 527/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.195 Epoch 44 Batch 528/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.174 Epoch 44 Batch 529/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.186 Epoch 44 Batch 530/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.910, Loss: 0.207 Epoch 44 Batch 531/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.909, Loss: 0.191 Epoch 44 Batch 532/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.909, Loss: 0.201 Epoch 44 Batch 533/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.234 Epoch 44 Batch 534/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.211 Epoch 44 Batch 535/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.899, Loss: 0.184 Epoch 44 Batch 536/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.898, Loss: 0.184 Epoch 44 Batch 537/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.188 Epoch 44 Batch 538/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.899, Loss: 0.165 Epoch 44 Batch 539/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.205 Epoch 44 Batch 540/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.903, Loss: 0.174 Epoch 44 Batch 541/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.183 Epoch 44 Batch 542/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.904, Loss: 0.225 Epoch 44 Batch 543/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.193 Epoch 44 Batch 544/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.900, Loss: 0.177 Epoch 44 Batch 545/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.207 Epoch 44 Batch 546/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.216 Epoch 44 Batch 547/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.191 Epoch 44 Batch 548/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.907, Loss: 0.218 Epoch 44 Batch 549/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.216 Epoch 44 Batch 550/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.913, Loss: 0.193 Epoch 44 Batch 551/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.206 Epoch 44 Batch 552/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.211 Epoch 44 Batch 553/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.239 Epoch 44 Batch 554/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.198 Epoch 44 Batch 555/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.197 Epoch 44 Batch 556/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.177 Epoch 44 Batch 557/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.200 Epoch 44 Batch 558/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.170 Epoch 44 Batch 559/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.185 Epoch 44 Batch 560/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.185 Epoch 44 Batch 561/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.177 Epoch 44 Batch 562/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.192 Epoch 44 Batch 563/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.216 Epoch 44 Batch 564/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.204 Epoch 44 Batch 565/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.213 Epoch 44 Batch 566/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.918, Loss: 0.224 Epoch 44 Batch 567/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.184 Epoch 44 Batch 568/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.189 Epoch 44 Batch 569/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.211 Epoch 44 Batch 570/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.221 Epoch 44 Batch 571/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.166 Epoch 44 Batch 572/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.179 Epoch 44 Batch 573/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.222 Epoch 44 Batch 574/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.194 Epoch 44 Batch 575/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.197 Epoch 44 Batch 576/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.189 Epoch 44 Batch 577/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.200 Epoch 44 Batch 578/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.227 Epoch 44 Batch 579/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.174 Epoch 44 Batch 580/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.914, Loss: 0.172 Epoch 44 Batch 581/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.172 Epoch 44 Batch 582/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.179 Epoch 44 Batch 583/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.910, Loss: 0.210 Epoch 44 Batch 584/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.192 Epoch 44 Batch 585/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.170 Epoch 44 Batch 586/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.204 Epoch 44 Batch 587/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.215 Epoch 44 Batch 588/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.179 Epoch 44 Batch 589/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.908, Loss: 0.197 Epoch 44 Batch 590/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.197 Epoch 44 Batch 591/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.182 Epoch 44 Batch 592/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.208 Epoch 44 Batch 593/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.223 Epoch 44 Batch 594/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.202 Epoch 44 Batch 595/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.198 Epoch 44 Batch 596/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.917, Loss: 0.193 Epoch 44 Batch 597/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.191 Epoch 44 Batch 598/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.193 Epoch 44 Batch 599/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.233 Epoch 44 Batch 600/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.206 Epoch 44 Batch 601/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.911, Loss: 0.207 Epoch 44 Batch 602/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.223 Epoch 44 Batch 603/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.198 Epoch 44 Batch 604/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.195 Epoch 44 Batch 605/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.238 Epoch 44 Batch 606/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.166 Epoch 44 Batch 607/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.201 Epoch 44 Batch 608/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.207 Epoch 44 Batch 609/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.911, Loss: 0.195 Epoch 44 Batch 610/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.911, Loss: 0.213 Epoch 44 Batch 611/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.187 Epoch 44 Batch 612/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.191 Epoch 44 Batch 613/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.199 Epoch 44 Batch 614/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.197 Epoch 44 Batch 615/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.197 Epoch 44 Batch 616/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.210 Epoch 44 Batch 617/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.195 Epoch 44 Batch 618/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.905, Loss: 0.184 Epoch 44 Batch 619/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.905, Loss: 0.172 Epoch 44 Batch 620/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.186 Epoch 44 Batch 621/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.913, Loss: 0.181 Epoch 44 Batch 622/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.201 Epoch 44 Batch 623/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.914, Loss: 0.217 Epoch 44 Batch 624/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.206 Epoch 44 Batch 625/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.190 Epoch 44 Batch 626/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.183 Epoch 44 Batch 627/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.193 Epoch 44 Batch 628/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.209 Epoch 44 Batch 629/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.894, Loss: 0.227 Epoch 44 Batch 630/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.898, Loss: 0.210 Epoch 44 Batch 631/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.192 Epoch 44 Batch 632/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.899, Loss: 0.164 Epoch 44 Batch 633/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.899, Loss: 0.196 Epoch 44 Batch 634/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.172 Epoch 44 Batch 635/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.237 Epoch 44 Batch 636/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.191 Epoch 44 Batch 637/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.904, Loss: 0.194 Epoch 44 Batch 638/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.195 Epoch 44 Batch 639/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.188 Epoch 44 Batch 640/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.163 Epoch 44 Batch 641/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.191 Epoch 44 Batch 642/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.906, Loss: 0.183 Epoch 44 Batch 643/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.168 Epoch 44 Batch 644/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.187 Epoch 44 Batch 645/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.190 Epoch 44 Batch 646/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.189 Epoch 44 Batch 647/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.193 Epoch 44 Batch 648/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.171 Epoch 44 Batch 649/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.183 Epoch 44 Batch 650/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.209 Epoch 44 Batch 651/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.195 Epoch 44 Batch 652/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.202 Epoch 44 Batch 653/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.222 Epoch 44 Batch 654/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.192 Epoch 44 Batch 655/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.200 Epoch 44 Batch 656/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.193 Epoch 44 Batch 657/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.195 Epoch 44 Batch 658/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.171 Epoch 44 Batch 659/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.197 Epoch 44 Batch 660/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.199 Epoch 44 Batch 661/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.919, Loss: 0.175 Epoch 44 Batch 662/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.920, Loss: 0.186 Epoch 44 Batch 663/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.164 Epoch 44 Batch 664/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.195 Epoch 44 Batch 665/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.179 Epoch 44 Batch 666/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.198 Epoch 44 Batch 667/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.196 Epoch 44 Batch 668/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.172 Epoch 44 Batch 669/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.192 Epoch 44 Batch 670/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.193 Epoch 44 Batch 671/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.231 Epoch 44 Batch 672/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.184 Epoch 44 Batch 673/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.175 Epoch 44 Batch 674/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.904, Loss: 0.190 Epoch 44 Batch 675/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.216 Epoch 44 Batch 676/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.900, Loss: 0.186 Epoch 44 Batch 677/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.901, Loss: 0.205 Epoch 44 Batch 678/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.172 Epoch 44 Batch 679/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.197 Epoch 44 Batch 680/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.193 Epoch 44 Batch 681/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.210 Epoch 44 Batch 682/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.207 Epoch 44 Batch 683/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.195 Epoch 44 Batch 684/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.184 Epoch 44 Batch 685/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.198 Epoch 44 Batch 686/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.201 Epoch 44 Batch 687/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.901, Loss: 0.214 Epoch 44 Batch 688/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.186 Epoch 44 Batch 689/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.902, Loss: 0.176 Epoch 44 Batch 690/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.194 Epoch 44 Batch 691/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.905, Loss: 0.204 Epoch 44 Batch 692/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.183 Epoch 44 Batch 693/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.229 Epoch 44 Batch 694/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.195 Epoch 44 Batch 695/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.168 Epoch 44 Batch 696/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.909, Loss: 0.206 Epoch 44 Batch 697/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.183 Epoch 44 Batch 698/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.175 Epoch 44 Batch 699/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.182 Epoch 44 Batch 700/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.180 Epoch 44 Batch 701/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.210 Epoch 44 Batch 702/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.228 Epoch 44 Batch 703/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.204 Epoch 44 Batch 704/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.205 Epoch 44 Batch 705/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.199 Epoch 44 Batch 706/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.215 Epoch 44 Batch 707/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.175 Epoch 44 Batch 708/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.916, Loss: 0.189 Epoch 44 Batch 709/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.914, Loss: 0.224 Epoch 44 Batch 710/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.190 Epoch 44 Batch 711/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.909, Loss: 0.230 Epoch 44 Batch 712/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.908, Loss: 0.185 Epoch 44 Batch 713/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.173 Epoch 44 Batch 714/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.201 Epoch 44 Batch 715/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.907, Loss: 0.223 Epoch 44 Batch 716/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.907, Loss: 0.175 Epoch 44 Batch 717/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.907, Loss: 0.185 Epoch 44 Batch 718/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.193 Epoch 44 Batch 719/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.904, Loss: 0.186 Epoch 44 Batch 720/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.909, Loss: 0.203 Epoch 44 Batch 721/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.201 Epoch 44 Batch 722/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.908, Loss: 0.184 Epoch 44 Batch 723/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.192 Epoch 44 Batch 724/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.219 Epoch 44 Batch 725/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.173 Epoch 44 Batch 726/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.190 Epoch 44 Batch 727/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.186 Epoch 44 Batch 728/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.911, Loss: 0.197 Epoch 44 Batch 729/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.216 Epoch 44 Batch 730/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.202 Epoch 44 Batch 731/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.911, Loss: 0.193 Epoch 44 Batch 732/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.218 Epoch 44 Batch 733/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.204 Epoch 44 Batch 734/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.904, Loss: 0.212 Epoch 44 Batch 735/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.903, Loss: 0.182 Epoch 44 Batch 736/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.207 Epoch 44 Batch 737/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.217 Epoch 44 Batch 738/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.173 Epoch 44 Batch 739/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.912, Loss: 0.192 Epoch 44 Batch 740/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.192 Epoch 44 Batch 741/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.207 Epoch 44 Batch 742/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.186 Epoch 44 Batch 743/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.908, Loss: 0.214 Epoch 44 Batch 744/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.907, Loss: 0.199 Epoch 44 Batch 745/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.205 Epoch 44 Batch 746/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.905, Loss: 0.190 Epoch 44 Batch 747/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.178 Epoch 44 Batch 748/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.187 Epoch 44 Batch 749/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.184 Epoch 44 Batch 750/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.204 Epoch 44 Batch 751/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.907, Loss: 0.181 Epoch 44 Batch 752/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.167 Epoch 44 Batch 753/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.907, Loss: 0.193 Epoch 44 Batch 754/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.907, Loss: 0.222 Epoch 44 Batch 755/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.196 Epoch 44 Batch 756/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.181 Epoch 44 Batch 757/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.204 Epoch 44 Batch 758/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.170 Epoch 44 Batch 759/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.906, Loss: 0.179 Epoch 44 Batch 760/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.194 Epoch 44 Batch 761/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.197 Epoch 44 Batch 762/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.907, Loss: 0.171 Epoch 44 Batch 763/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.188 Epoch 44 Batch 764/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.204 Epoch 44 Batch 765/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.907, Loss: 0.177 Epoch 44 Batch 766/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.226 Epoch 44 Batch 767/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.197 Epoch 44 Batch 768/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.203 Epoch 44 Batch 769/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.187 Epoch 44 Batch 770/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.913, Loss: 0.183 Epoch 44 Batch 771/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.223 Epoch 44 Batch 772/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.188 Epoch 44 Batch 773/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.192 Epoch 44 Batch 774/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.206 Epoch 44 Batch 775/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.913, Loss: 0.180 Epoch 44 Batch 776/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.159 Epoch 44 Batch 777/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.910, Loss: 0.186 Epoch 44 Batch 778/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.172 Epoch 44 Batch 779/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.204 Epoch 44 Batch 780/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.907, Loss: 0.241 Epoch 44 Batch 781/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.907, Loss: 0.184 Epoch 44 Batch 782/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.187 Epoch 44 Batch 783/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.204 Epoch 44 Batch 784/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.903, Loss: 0.176 Epoch 44 Batch 785/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.903, Loss: 0.177 Epoch 44 Batch 786/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.190 Epoch 44 Batch 787/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.179 Epoch 44 Batch 788/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.178 Epoch 44 Batch 789/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.191 Epoch 44 Batch 790/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.913, Loss: 0.230 Epoch 44 Batch 791/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.204 Epoch 44 Batch 792/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.201 Epoch 44 Batch 793/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.184 Epoch 44 Batch 794/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.914, Loss: 0.191 Epoch 44 Batch 795/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.194 Epoch 44 Batch 796/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.184 Epoch 44 Batch 797/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.909, Loss: 0.183 Epoch 44 Batch 798/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.188 Epoch 44 Batch 799/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.218 Epoch 44 Batch 800/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.190 Epoch 44 Batch 801/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.202 Epoch 44 Batch 802/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.200 Epoch 44 Batch 803/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.207 Epoch 44 Batch 804/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.172 Epoch 44 Batch 805/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.201 Epoch 44 Batch 806/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.905, Loss: 0.173 Epoch 44 Batch 807/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.904, Loss: 0.174 Epoch 44 Batch 808/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.899, Loss: 0.217 Epoch 44 Batch 809/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.233 Epoch 44 Batch 810/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.197 Epoch 44 Batch 811/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.187 Epoch 44 Batch 812/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.201 Epoch 44 Batch 813/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.901, Loss: 0.182 Epoch 44 Batch 814/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.901, Loss: 0.200 Epoch 44 Batch 815/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.195 Epoch 44 Batch 816/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.901, Loss: 0.191 Epoch 44 Batch 817/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.225 Epoch 44 Batch 818/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.196 Epoch 44 Batch 819/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.193 Epoch 44 Batch 820/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.900, Loss: 0.195 Epoch 44 Batch 821/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.900, Loss: 0.180 Epoch 44 Batch 822/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.900, Loss: 0.198 Epoch 44 Batch 823/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.900, Loss: 0.192 Epoch 44 Batch 824/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.900, Loss: 0.172 Epoch 44 Batch 825/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.900, Loss: 0.177 Epoch 44 Batch 826/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.898, Loss: 0.178 Epoch 44 Batch 827/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.191 Epoch 44 Batch 828/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.176 Epoch 44 Batch 829/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.902, Loss: 0.211 Epoch 44 Batch 830/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.192 Epoch 44 Batch 831/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.897, Loss: 0.209 Epoch 44 Batch 832/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.212 Epoch 44 Batch 833/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.198 Epoch 44 Batch 834/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.195 Epoch 44 Batch 835/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.211 Epoch 44 Batch 836/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.182 Epoch 44 Batch 837/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.234 Epoch 44 Batch 838/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.896, Loss: 0.196 Epoch 44 Batch 839/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.173 Epoch 44 Batch 840/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.172 Epoch 44 Batch 841/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.895, Loss: 0.181 Epoch 44 Batch 842/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.173 Epoch 44 Batch 843/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.900, Loss: 0.182 Epoch 44 Batch 844/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.178 Epoch 44 Batch 845/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.191 Epoch 44 Batch 846/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.902, Loss: 0.207 Epoch 44 Batch 847/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.225 Epoch 44 Batch 848/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.910, Loss: 0.167 Epoch 44 Batch 849/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.174 Epoch 44 Batch 850/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.240 Epoch 44 Batch 851/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.209 Epoch 44 Batch 852/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.910, Loss: 0.209 Epoch 44 Batch 853/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.176 Epoch 44 Batch 854/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.210 Epoch 44 Batch 855/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.204 Epoch 44 Batch 856/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.193 Epoch 44 Batch 857/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.183 Epoch 44 Batch 858/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.225 Epoch 44 Batch 859/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.202 Epoch 44 Batch 860/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.213 Epoch 44 Batch 861/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.910, Loss: 0.203 Epoch 44 Batch 862/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.901, Loss: 0.195 Epoch 44 Batch 863/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.163 Epoch 44 Batch 864/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.180 Epoch 44 Batch 865/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.899, Loss: 0.195 Epoch 44 Batch 866/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.208 Epoch 44 Batch 867/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.898, Loss: 0.233 Epoch 44 Batch 868/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.899, Loss: 0.192 Epoch 44 Batch 869/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.898, Loss: 0.196 Epoch 44 Batch 870/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.219 Epoch 44 Batch 871/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.181 Epoch 44 Batch 872/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.902, Loss: 0.196 Epoch 44 Batch 873/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.199 Epoch 44 Batch 874/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.897, Loss: 0.204 Epoch 44 Batch 875/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.890, Loss: 0.197 Epoch 44 Batch 876/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.890, Loss: 0.190 Epoch 44 Batch 877/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.889, Loss: 0.176 Epoch 44 Batch 878/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.889, Loss: 0.184 Epoch 44 Batch 879/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.894, Loss: 0.171 Epoch 44 Batch 880/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.184 Epoch 44 Batch 881/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.221 Epoch 44 Batch 882/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.896, Loss: 0.217 Epoch 44 Batch 883/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.246 Epoch 44 Batch 884/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.896, Loss: 0.184 Epoch 44 Batch 885/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.900, Loss: 0.170 Epoch 44 Batch 886/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.204 Epoch 44 Batch 887/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.902, Loss: 0.216 Epoch 44 Batch 888/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.176 Epoch 44 Batch 889/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.195 Epoch 44 Batch 890/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.898, Loss: 0.179 Epoch 44 Batch 891/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.898, Loss: 0.194 Epoch 44 Batch 892/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.161 Epoch 44 Batch 893/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.183 Epoch 44 Batch 894/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.183 Epoch 44 Batch 895/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.190 Epoch 44 Batch 896/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.216 Epoch 44 Batch 897/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.171 Epoch 44 Batch 898/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.188 Epoch 44 Batch 899/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.191 Epoch 44 Batch 900/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.907, Loss: 0.207 Epoch 44 Batch 901/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.909, Loss: 0.214 Epoch 44 Batch 902/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.909, Loss: 0.207 Epoch 44 Batch 903/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.176 Epoch 44 Batch 904/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.906, Loss: 0.169 Epoch 44 Batch 905/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.177 Epoch 44 Batch 906/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.904, Loss: 0.176 Epoch 44 Batch 907/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.903, Loss: 0.182 Epoch 44 Batch 908/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.905, Loss: 0.214 Epoch 44 Batch 909/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.201 Epoch 44 Batch 910/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.182 Epoch 44 Batch 911/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.196 Epoch 44 Batch 912/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.201 Epoch 44 Batch 913/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.247 Epoch 44 Batch 914/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.204 Epoch 44 Batch 915/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.914, Loss: 0.197 Epoch 44 Batch 916/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.208 Epoch 44 Batch 917/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.198 Epoch 44 Batch 918/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.910, Loss: 0.183 Epoch 44 Batch 919/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.172 Epoch 44 Batch 920/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.211 Epoch 44 Batch 921/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.206 Epoch 44 Batch 922/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.188 Epoch 44 Batch 923/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.906, Loss: 0.194 Epoch 44 Batch 924/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.210 Epoch 44 Batch 925/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.185 Epoch 44 Batch 926/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.196 Epoch 44 Batch 927/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.206 Epoch 44 Batch 928/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.196 Epoch 44 Batch 929/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.213 Epoch 44 Batch 930/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.185 Epoch 44 Batch 931/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.208 Epoch 44 Batch 932/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.199 Epoch 44 Batch 933/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.211 Epoch 44 Batch 934/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.908, Loss: 0.204 Epoch 44 Batch 935/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.204 Epoch 44 Batch 936/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.208 Epoch 44 Batch 937/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.207 Epoch 44 Batch 938/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.209 Epoch 44 Batch 939/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.214 Epoch 44 Batch 940/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.907, Loss: 0.180 Epoch 44 Batch 941/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.897, Loss: 0.157 Epoch 44 Batch 942/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.199 Epoch 44 Batch 943/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.902, Loss: 0.179 Epoch 44 Batch 944/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.901, Loss: 0.185 Epoch 44 Batch 945/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.900, Loss: 0.169 Epoch 44 Batch 946/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.901, Loss: 0.187 Epoch 44 Batch 947/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.901, Loss: 0.214 Epoch 44 Batch 948/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.206 Epoch 44 Batch 949/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.901, Loss: 0.160 Epoch 44 Batch 950/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.192 Epoch 44 Batch 951/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.906, Loss: 0.203 Epoch 44 Batch 952/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.192 Epoch 44 Batch 953/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.903, Loss: 0.184 Epoch 44 Batch 954/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.207 Epoch 44 Batch 955/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.197 Epoch 44 Batch 956/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.906, Loss: 0.200 Epoch 44 Batch 957/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.194 Epoch 44 Batch 958/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.905, Loss: 0.200 Epoch 44 Batch 959/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.173 Epoch 44 Batch 960/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.180 Epoch 44 Batch 961/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.910, Loss: 0.206 Epoch 44 Batch 962/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.197 Epoch 44 Batch 963/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.211 Epoch 44 Batch 964/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.910, Loss: 0.164 Epoch 44 Batch 965/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.910, Loss: 0.211 Epoch 44 Batch 966/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.164 Epoch 44 Batch 967/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.192 Epoch 44 Batch 968/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.909, Loss: 0.224 Epoch 44 Batch 969/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.232 Epoch 44 Batch 970/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.905, Loss: 0.205 Epoch 44 Batch 971/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.203 Epoch 44 Batch 972/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.187 Epoch 44 Batch 973/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.906, Loss: 0.170 Epoch 44 Batch 974/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.199 Epoch 44 Batch 975/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.191 Epoch 44 Batch 976/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.901, Loss: 0.172 Epoch 44 Batch 977/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.160 Epoch 44 Batch 978/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.902, Loss: 0.201 Epoch 44 Batch 979/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.212 Epoch 44 Batch 980/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.201 Epoch 44 Batch 981/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.204 Epoch 44 Batch 982/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.903, Loss: 0.181 Epoch 44 Batch 983/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.898, Loss: 0.205 Epoch 44 Batch 984/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.898, Loss: 0.221 Epoch 44 Batch 985/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.898, Loss: 0.175 Epoch 44 Batch 986/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.201 Epoch 44 Batch 987/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.193 Epoch 44 Batch 988/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.208 Epoch 44 Batch 989/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.191 Epoch 44 Batch 990/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.898, Loss: 0.212 Epoch 44 Batch 991/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.201 Epoch 44 Batch 992/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.902, Loss: 0.169 Epoch 44 Batch 993/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.159 Epoch 44 Batch 994/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.196 Epoch 44 Batch 995/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.185 Epoch 44 Batch 996/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.901, Loss: 0.179 Epoch 44 Batch 997/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.198 Epoch 44 Batch 998/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.901, Loss: 0.192 Epoch 44 Batch 999/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.182 Epoch 44 Batch 1000/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.158 Epoch 44 Batch 1001/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.902, Loss: 0.161 Epoch 44 Batch 1002/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.170 Epoch 44 Batch 1003/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.902, Loss: 0.199 Epoch 44 Batch 1004/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.213 Epoch 44 Batch 1005/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.189 Epoch 44 Batch 1006/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.170 Epoch 44 Batch 1007/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.901, Loss: 0.173 Epoch 44 Batch 1008/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.238 Epoch 44 Batch 1009/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.903, Loss: 0.160 Epoch 44 Batch 1010/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.899, Loss: 0.180 Epoch 44 Batch 1011/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.899, Loss: 0.199 Epoch 44 Batch 1012/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.900, Loss: 0.183 Epoch 44 Batch 1013/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.169 Epoch 44 Batch 1014/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.180 Epoch 44 Batch 1015/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.214 Epoch 44 Batch 1016/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.199 Epoch 44 Batch 1017/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.180 Epoch 44 Batch 1018/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.184 Epoch 44 Batch 1019/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.225 Epoch 44 Batch 1020/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.902, Loss: 0.198 Epoch 44 Batch 1021/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.179 Epoch 44 Batch 1022/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.171 Epoch 44 Batch 1023/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.902, Loss: 0.174 Epoch 44 Batch 1024/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.902, Loss: 0.222 Epoch 44 Batch 1025/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.903, Loss: 0.183 Epoch 44 Batch 1026/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.898, Loss: 0.189 Epoch 44 Batch 1027/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.903, Loss: 0.216 Epoch 44 Batch 1028/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.185 Epoch 44 Batch 1029/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.185 Epoch 44 Batch 1030/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.904, Loss: 0.185 Epoch 44 Batch 1031/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.203 Epoch 44 Batch 1032/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.208 Epoch 44 Batch 1033/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.176 Epoch 44 Batch 1034/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.906, Loss: 0.191 Epoch 44 Batch 1035/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.902, Loss: 0.154 Epoch 44 Batch 1036/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.211 Epoch 44 Batch 1037/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.184 Epoch 44 Batch 1038/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.903, Loss: 0.179 Epoch 44 Batch 1039/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.192 Epoch 44 Batch 1040/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.217 Epoch 44 Batch 1041/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.200 Epoch 44 Batch 1042/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.905, Loss: 0.178 Epoch 44 Batch 1043/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.219 Epoch 44 Batch 1044/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.181 Epoch 44 Batch 1045/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.190 Epoch 44 Batch 1046/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.165 Epoch 44 Batch 1047/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.183 Epoch 44 Batch 1048/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.182 Epoch 44 Batch 1049/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.196 Epoch 44 Batch 1050/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.196 Epoch 44 Batch 1051/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.913, Loss: 0.197 Epoch 44 Batch 1052/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.193 Epoch 44 Batch 1053/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.192 Epoch 44 Batch 1054/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.185 Epoch 44 Batch 1055/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.168 Epoch 44 Batch 1056/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.179 Epoch 44 Batch 1057/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.223 Epoch 44 Batch 1058/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.214 Epoch 44 Batch 1059/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.910, Loss: 0.225 Epoch 44 Batch 1060/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.169 Epoch 44 Batch 1061/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.910, Loss: 0.218 Epoch 44 Batch 1062/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.193 Epoch 44 Batch 1063/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.909, Loss: 0.199 Epoch 44 Batch 1064/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.186 Epoch 44 Batch 1065/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.196 Epoch 44 Batch 1066/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.188 Epoch 44 Batch 1067/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.196 Epoch 44 Batch 1068/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.904, Loss: 0.182 Epoch 44 Batch 1069/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.158 Epoch 44 Batch 1070/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.197 Epoch 44 Batch 1071/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.904, Loss: 0.169 Epoch 44 Batch 1072/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.195 Epoch 44 Batch 1073/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.209 Epoch 44 Batch 1074/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.223 Epoch 44 Batch 1075/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.205 Epoch 45 Batch 0/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.165 Epoch 45 Batch 1/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.907, Loss: 0.177 Epoch 45 Batch 2/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.904, Loss: 0.189 Epoch 45 Batch 3/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.904, Loss: 0.183 Epoch 45 Batch 4/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.192 Epoch 45 Batch 5/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.231 Epoch 45 Batch 6/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.188 Epoch 45 Batch 7/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.905, Loss: 0.167 Epoch 45 Batch 8/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.905, Loss: 0.185 Epoch 45 Batch 9/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.190 Epoch 45 Batch 10/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.914, Loss: 0.195 Epoch 45 Batch 11/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.914, Loss: 0.214 Epoch 45 Batch 12/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.208 Epoch 45 Batch 13/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.915, Loss: 0.209 Epoch 45 Batch 14/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.910, Loss: 0.148 Epoch 45 Batch 15/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.910, Loss: 0.186 Epoch 45 Batch 16/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.906, Loss: 0.202 Epoch 45 Batch 17/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.184 Epoch 45 Batch 18/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.905, Loss: 0.200 Epoch 45 Batch 19/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.200 Epoch 45 Batch 20/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.179 Epoch 45 Batch 21/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.197 Epoch 45 Batch 22/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.188 Epoch 45 Batch 23/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.186 Epoch 45 Batch 24/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.203 Epoch 45 Batch 25/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.912, Loss: 0.172 Epoch 45 Batch 26/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.197 Epoch 45 Batch 27/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.171 Epoch 45 Batch 28/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.906, Loss: 0.192 Epoch 45 Batch 29/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.182 Epoch 45 Batch 30/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.174 Epoch 45 Batch 31/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.902, Loss: 0.186 Epoch 45 Batch 32/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.183 Epoch 45 Batch 33/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.157 Epoch 45 Batch 34/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.192 Epoch 45 Batch 35/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.176 Epoch 45 Batch 36/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.181 Epoch 45 Batch 37/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.186 Epoch 45 Batch 38/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.196 Epoch 45 Batch 39/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.215 Epoch 45 Batch 40/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.181 Epoch 45 Batch 41/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.184 Epoch 45 Batch 42/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.213 Epoch 45 Batch 43/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.171 Epoch 45 Batch 44/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.182 Epoch 45 Batch 45/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.904, Loss: 0.195 Epoch 45 Batch 46/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.901, Loss: 0.208 Epoch 45 Batch 47/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.191 Epoch 45 Batch 48/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.905, Loss: 0.212 Epoch 45 Batch 49/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.206 Epoch 45 Batch 50/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.906, Loss: 0.178 Epoch 45 Batch 51/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.173 Epoch 45 Batch 52/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.196 Epoch 45 Batch 53/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.194 Epoch 45 Batch 54/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.237 Epoch 45 Batch 55/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.185 Epoch 45 Batch 56/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.161 Epoch 45 Batch 57/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.169 Epoch 45 Batch 58/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.179 Epoch 45 Batch 59/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.901, Loss: 0.181 Epoch 45 Batch 60/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.901, Loss: 0.165 Epoch 45 Batch 61/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.209 Epoch 45 Batch 62/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.207 Epoch 45 Batch 63/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.902, Loss: 0.171 Epoch 45 Batch 64/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.902, Loss: 0.185 Epoch 45 Batch 65/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.194 Epoch 45 Batch 66/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.160 Epoch 45 Batch 67/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.178 Epoch 45 Batch 68/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.203 Epoch 45 Batch 69/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.213 Epoch 45 Batch 70/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.907, Loss: 0.204 Epoch 45 Batch 71/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.182 Epoch 45 Batch 72/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.185 Epoch 45 Batch 73/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.903, Loss: 0.196 Epoch 45 Batch 74/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.164 Epoch 45 Batch 75/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.217 Epoch 45 Batch 76/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.168 Epoch 45 Batch 77/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.907, Loss: 0.187 Epoch 45 Batch 78/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.907, Loss: 0.195 Epoch 45 Batch 79/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.189 Epoch 45 Batch 80/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.186 Epoch 45 Batch 81/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.903, Loss: 0.176 Epoch 45 Batch 82/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.175 Epoch 45 Batch 83/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.199 Epoch 45 Batch 84/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.897, Loss: 0.195 Epoch 45 Batch 85/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.185 Epoch 45 Batch 86/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.902, Loss: 0.195 Epoch 45 Batch 87/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.225 Epoch 45 Batch 88/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.904, Loss: 0.215 Epoch 45 Batch 89/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.201 Epoch 45 Batch 90/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.191 Epoch 45 Batch 91/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.901, Loss: 0.176 Epoch 45 Batch 92/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.206 Epoch 45 Batch 93/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.197 Epoch 45 Batch 94/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.172 Epoch 45 Batch 95/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.206 Epoch 45 Batch 96/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.198 Epoch 45 Batch 97/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.194 Epoch 45 Batch 98/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.190 Epoch 45 Batch 99/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.198 Epoch 45 Batch 100/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.199 Epoch 45 Batch 101/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.900, Loss: 0.186 Epoch 45 Batch 102/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.166 Epoch 45 Batch 103/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.220 Epoch 45 Batch 104/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.899, Loss: 0.191 Epoch 45 Batch 105/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.180 Epoch 45 Batch 106/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.240 Epoch 45 Batch 107/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.906, Loss: 0.205 Epoch 45 Batch 108/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.170 Epoch 45 Batch 109/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.905, Loss: 0.196 Epoch 45 Batch 110/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.175 Epoch 45 Batch 111/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.192 Epoch 45 Batch 112/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.182 Epoch 45 Batch 113/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.187 Epoch 45 Batch 114/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.179 Epoch 45 Batch 115/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.909, Loss: 0.210 Epoch 45 Batch 116/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.191 Epoch 45 Batch 117/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.206 Epoch 45 Batch 118/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.908, Loss: 0.197 Epoch 45 Batch 119/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.187 Epoch 45 Batch 120/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.203 Epoch 45 Batch 121/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.908, Loss: 0.185 Epoch 45 Batch 122/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.904, Loss: 0.204 Epoch 45 Batch 123/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.904, Loss: 0.163 Epoch 45 Batch 124/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.905, Loss: 0.215 Epoch 45 Batch 125/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.904, Loss: 0.201 Epoch 45 Batch 126/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.158 Epoch 45 Batch 127/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.180 Epoch 45 Batch 128/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.900, Loss: 0.182 Epoch 45 Batch 129/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.194 Epoch 45 Batch 130/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.902, Loss: 0.172 Epoch 45 Batch 131/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.188 Epoch 45 Batch 132/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.200 Epoch 45 Batch 133/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.893, Loss: 0.177 Epoch 45 Batch 134/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.898, Loss: 0.183 Epoch 45 Batch 135/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.187 Epoch 45 Batch 136/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.193 Epoch 45 Batch 137/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.151 Epoch 45 Batch 138/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.902, Loss: 0.178 Epoch 45 Batch 139/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.200 Epoch 45 Batch 140/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.193 Epoch 45 Batch 141/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.172 Epoch 45 Batch 142/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.179 Epoch 45 Batch 143/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.181 Epoch 45 Batch 144/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.220 Epoch 45 Batch 145/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.208 Epoch 45 Batch 146/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.242 Epoch 45 Batch 147/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.204 Epoch 45 Batch 148/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.201 Epoch 45 Batch 149/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.184 Epoch 45 Batch 150/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.904, Loss: 0.177 Epoch 45 Batch 151/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.178 Epoch 45 Batch 152/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.223 Epoch 45 Batch 153/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.218 Epoch 45 Batch 154/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.203 Epoch 45 Batch 155/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.204 Epoch 45 Batch 156/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.177 Epoch 45 Batch 157/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.912, Loss: 0.189 Epoch 45 Batch 158/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.208 Epoch 45 Batch 159/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.910, Loss: 0.171 Epoch 45 Batch 160/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.181 Epoch 45 Batch 161/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.192 Epoch 45 Batch 162/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.208 Epoch 45 Batch 163/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.223 Epoch 45 Batch 164/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.214 Epoch 45 Batch 165/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.183 Epoch 45 Batch 166/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.209 Epoch 45 Batch 167/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.917, Loss: 0.196 Epoch 45 Batch 168/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.917, Loss: 0.228 Epoch 45 Batch 169/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.210 Epoch 45 Batch 170/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.910, Loss: 0.223 Epoch 45 Batch 171/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.909, Loss: 0.168 Epoch 45 Batch 172/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.175 Epoch 45 Batch 173/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.216 Epoch 45 Batch 174/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.914, Loss: 0.183 Epoch 45 Batch 175/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.194 Epoch 45 Batch 176/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.179 Epoch 45 Batch 177/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.913, Loss: 0.215 Epoch 45 Batch 178/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.195 Epoch 45 Batch 179/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.195 Epoch 45 Batch 180/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.192 Epoch 45 Batch 181/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.225 Epoch 45 Batch 182/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.194 Epoch 45 Batch 183/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.902, Loss: 0.200 Epoch 45 Batch 184/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.901, Loss: 0.186 Epoch 45 Batch 185/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.213 Epoch 45 Batch 186/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.196 Epoch 45 Batch 187/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.906, Loss: 0.176 Epoch 45 Batch 188/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.906, Loss: 0.201 Epoch 45 Batch 189/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.192 Epoch 45 Batch 190/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.906, Loss: 0.174 Epoch 45 Batch 191/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.166 Epoch 45 Batch 192/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.177 Epoch 45 Batch 193/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.196 Epoch 45 Batch 194/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.155 Epoch 45 Batch 195/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.909, Loss: 0.172 Epoch 45 Batch 196/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.192 Epoch 45 Batch 197/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.898, Loss: 0.181 Epoch 45 Batch 198/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.898, Loss: 0.167 Epoch 45 Batch 199/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.899, Loss: 0.178 Epoch 45 Batch 200/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.899, Loss: 0.195 Epoch 45 Batch 201/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.193 Epoch 45 Batch 202/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.899, Loss: 0.208 Epoch 45 Batch 203/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.904, Loss: 0.193 Epoch 45 Batch 204/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.900, Loss: 0.228 Epoch 45 Batch 205/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.206 Epoch 45 Batch 206/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.895, Loss: 0.181 Epoch 45 Batch 207/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.895, Loss: 0.202 Epoch 45 Batch 208/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.894, Loss: 0.227 Epoch 45 Batch 209/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.900, Loss: 0.220 Epoch 45 Batch 210/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.198 Epoch 45 Batch 211/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.900, Loss: 0.182 Epoch 45 Batch 212/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.178 Epoch 45 Batch 213/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.900, Loss: 0.168 Epoch 45 Batch 214/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.179 Epoch 45 Batch 215/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.904, Loss: 0.210 Epoch 45 Batch 216/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.207 Epoch 45 Batch 217/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.169 Epoch 45 Batch 218/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.222 Epoch 45 Batch 219/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.898, Loss: 0.173 Epoch 45 Batch 220/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.898, Loss: 0.194 Epoch 45 Batch 221/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.897, Loss: 0.184 Epoch 45 Batch 222/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.190 Epoch 45 Batch 223/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.897, Loss: 0.154 Epoch 45 Batch 224/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.193 Epoch 45 Batch 225/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.192 Epoch 45 Batch 226/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.898, Loss: 0.187 Epoch 45 Batch 227/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.898, Loss: 0.212 Epoch 45 Batch 228/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.898, Loss: 0.176 Epoch 45 Batch 229/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.204 Epoch 45 Batch 230/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.901, Loss: 0.174 Epoch 45 Batch 231/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.210 Epoch 45 Batch 232/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.899, Loss: 0.188 Epoch 45 Batch 233/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.900, Loss: 0.233 Epoch 45 Batch 234/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.900, Loss: 0.227 Epoch 45 Batch 235/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.176 Epoch 45 Batch 236/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.900, Loss: 0.201 Epoch 45 Batch 237/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.162 Epoch 45 Batch 238/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.182 Epoch 45 Batch 239/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.900, Loss: 0.155 Epoch 45 Batch 240/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.901, Loss: 0.187 Epoch 45 Batch 241/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.899, Loss: 0.156 Epoch 45 Batch 242/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.171 Epoch 45 Batch 243/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.900, Loss: 0.206 Epoch 45 Batch 244/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.197 Epoch 45 Batch 245/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.905, Loss: 0.187 Epoch 45 Batch 246/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.184 Epoch 45 Batch 247/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.195 Epoch 45 Batch 248/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.187 Epoch 45 Batch 249/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.200 Epoch 45 Batch 250/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.908, Loss: 0.185 Epoch 45 Batch 251/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.189 Epoch 45 Batch 252/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.184 Epoch 45 Batch 253/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.908, Loss: 0.190 Epoch 45 Batch 254/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.202 Epoch 45 Batch 255/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.191 Epoch 45 Batch 256/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.222 Epoch 45 Batch 257/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.913, Loss: 0.201 Epoch 45 Batch 258/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.191 Epoch 45 Batch 259/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.191 Epoch 45 Batch 260/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.174 Epoch 45 Batch 261/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.913, Loss: 0.193 Epoch 45 Batch 262/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.167 Epoch 45 Batch 263/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.912, Loss: 0.186 Epoch 45 Batch 264/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.205 Epoch 45 Batch 265/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.189 Epoch 45 Batch 266/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.910, Loss: 0.212 Epoch 45 Batch 267/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.183 Epoch 45 Batch 268/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.208 Epoch 45 Batch 269/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.905, Loss: 0.224 Epoch 45 Batch 270/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.905, Loss: 0.194 Epoch 45 Batch 271/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.203 Epoch 45 Batch 272/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.905, Loss: 0.263 Epoch 45 Batch 273/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.906, Loss: 0.181 Epoch 45 Batch 274/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.200 Epoch 45 Batch 275/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.204 Epoch 45 Batch 276/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.231 Epoch 45 Batch 277/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.895, Loss: 0.167 Epoch 45 Batch 278/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.226 Epoch 45 Batch 279/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.895, Loss: 0.228 Epoch 45 Batch 280/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.194 Epoch 45 Batch 281/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.895, Loss: 0.230 Epoch 45 Batch 282/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.895, Loss: 0.237 Epoch 45 Batch 283/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.893, Loss: 0.223 Epoch 45 Batch 284/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.898, Loss: 0.211 Epoch 45 Batch 285/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.201 Epoch 45 Batch 286/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.177 Epoch 45 Batch 287/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.202 Epoch 45 Batch 288/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.206 Epoch 45 Batch 289/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.202 Epoch 45 Batch 290/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.219 Epoch 45 Batch 291/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.211 Epoch 45 Batch 292/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.174 Epoch 45 Batch 293/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.908, Loss: 0.200 Epoch 45 Batch 294/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.180 Epoch 45 Batch 295/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.217 Epoch 45 Batch 296/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.182 Epoch 45 Batch 297/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.905, Loss: 0.221 Epoch 45 Batch 298/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.229 Epoch 45 Batch 299/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.181 Epoch 45 Batch 300/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.903, Loss: 0.188 Epoch 45 Batch 301/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.176 Epoch 45 Batch 302/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.905, Loss: 0.176 Epoch 45 Batch 303/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.208 Epoch 45 Batch 304/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.899, Loss: 0.181 Epoch 45 Batch 305/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.899, Loss: 0.196 Epoch 45 Batch 306/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.899, Loss: 0.188 Epoch 45 Batch 307/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.898, Loss: 0.192 Epoch 45 Batch 308/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.215 Epoch 45 Batch 309/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.183 Epoch 45 Batch 310/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.215 Epoch 45 Batch 311/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.891, Loss: 0.212 Epoch 45 Batch 312/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.892, Loss: 0.209 Epoch 45 Batch 313/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.892, Loss: 0.162 Epoch 45 Batch 314/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.893, Loss: 0.192 Epoch 45 Batch 315/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.895, Loss: 0.185 Epoch 45 Batch 316/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.899, Loss: 0.185 Epoch 45 Batch 317/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.898, Loss: 0.204 Epoch 45 Batch 318/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.897, Loss: 0.183 Epoch 45 Batch 319/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.899, Loss: 0.219 Epoch 45 Batch 320/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.190 Epoch 45 Batch 321/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.901, Loss: 0.184 Epoch 45 Batch 322/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.165 Epoch 45 Batch 323/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.220 Epoch 45 Batch 324/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.897, Loss: 0.200 Epoch 45 Batch 325/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.194 Epoch 45 Batch 326/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.892, Loss: 0.175 Epoch 45 Batch 327/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.889, Loss: 0.201 Epoch 45 Batch 328/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.207 Epoch 45 Batch 329/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.890, Loss: 0.209 Epoch 45 Batch 330/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.895, Loss: 0.192 Epoch 45 Batch 331/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.897, Loss: 0.207 Epoch 45 Batch 332/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.892, Loss: 0.156 Epoch 45 Batch 333/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.890, Loss: 0.172 Epoch 45 Batch 334/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.891, Loss: 0.174 Epoch 45 Batch 335/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.184 Epoch 45 Batch 336/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.886, Loss: 0.210 Epoch 45 Batch 337/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.217 Epoch 45 Batch 338/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.893, Loss: 0.219 Epoch 45 Batch 339/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.893, Loss: 0.173 Epoch 45 Batch 340/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.893, Loss: 0.185 Epoch 45 Batch 341/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.242 Epoch 45 Batch 342/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.893, Loss: 0.171 Epoch 45 Batch 343/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.902, Loss: 0.189 Epoch 45 Batch 344/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.190 Epoch 45 Batch 345/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.199 Epoch 45 Batch 346/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.189 Epoch 45 Batch 347/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.906, Loss: 0.181 Epoch 45 Batch 348/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.906, Loss: 0.174 Epoch 45 Batch 349/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.904, Loss: 0.188 Epoch 45 Batch 350/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.191 Epoch 45 Batch 351/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.183 Epoch 45 Batch 352/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.203 Epoch 45 Batch 353/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.901, Loss: 0.211 Epoch 45 Batch 354/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.222 Epoch 45 Batch 355/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.208 Epoch 45 Batch 356/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.195 Epoch 45 Batch 357/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.198 Epoch 45 Batch 358/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.898, Loss: 0.206 Epoch 45 Batch 359/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.187 Epoch 45 Batch 360/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.898, Loss: 0.201 Epoch 45 Batch 361/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.191 Epoch 45 Batch 362/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.216 Epoch 45 Batch 363/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.904, Loss: 0.232 Epoch 45 Batch 364/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.216 Epoch 45 Batch 365/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.181 Epoch 45 Batch 366/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.899, Loss: 0.185 Epoch 45 Batch 367/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.176 Epoch 45 Batch 368/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.209 Epoch 45 Batch 369/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.175 Epoch 45 Batch 370/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.908, Loss: 0.203 Epoch 45 Batch 371/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.180 Epoch 45 Batch 372/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.903, Loss: 0.179 Epoch 45 Batch 373/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.174 Epoch 45 Batch 374/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.194 Epoch 45 Batch 375/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.187 Epoch 45 Batch 376/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.207 Epoch 45 Batch 377/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.194 Epoch 45 Batch 378/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.169 Epoch 45 Batch 379/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.908, Loss: 0.214 Epoch 45 Batch 380/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.175 Epoch 45 Batch 381/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.211 Epoch 45 Batch 382/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.913, Loss: 0.242 Epoch 45 Batch 383/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.181 Epoch 45 Batch 384/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.189 Epoch 45 Batch 385/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.190 Epoch 45 Batch 386/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.197 Epoch 45 Batch 387/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.184 Epoch 45 Batch 388/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.188 Epoch 45 Batch 389/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.186 Epoch 45 Batch 390/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.910, Loss: 0.208 Epoch 45 Batch 391/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.195 Epoch 45 Batch 392/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.911, Loss: 0.210 Epoch 45 Batch 393/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.190 Epoch 45 Batch 394/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.212 Epoch 45 Batch 395/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.180 Epoch 45 Batch 396/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.200 Epoch 45 Batch 397/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.207 Epoch 45 Batch 398/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.211 Epoch 45 Batch 399/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.914, Loss: 0.204 Epoch 45 Batch 400/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.919, Loss: 0.217 Epoch 45 Batch 401/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.175 Epoch 45 Batch 402/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.182 Epoch 45 Batch 403/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.218 Epoch 45 Batch 404/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.179 Epoch 45 Batch 405/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.919, Loss: 0.218 Epoch 45 Batch 406/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.915, Loss: 0.168 Epoch 45 Batch 407/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.219 Epoch 45 Batch 408/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.189 Epoch 45 Batch 409/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.224 Epoch 45 Batch 410/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.218 Epoch 45 Batch 411/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.191 Epoch 45 Batch 412/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.909, Loss: 0.189 Epoch 45 Batch 413/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.200 Epoch 45 Batch 414/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.193 Epoch 45 Batch 415/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.180 Epoch 45 Batch 416/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.201 Epoch 45 Batch 417/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.227 Epoch 45 Batch 418/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.175 Epoch 45 Batch 419/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.199 Epoch 45 Batch 420/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.177 Epoch 45 Batch 421/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.218 Epoch 45 Batch 422/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.171 Epoch 45 Batch 423/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.200 Epoch 45 Batch 424/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.186 Epoch 45 Batch 425/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.173 Epoch 45 Batch 426/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.910, Loss: 0.217 Epoch 45 Batch 427/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.177 Epoch 45 Batch 428/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.911, Loss: 0.175 Epoch 45 Batch 429/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.185 Epoch 45 Batch 430/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.186 Epoch 45 Batch 431/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.171 Epoch 45 Batch 432/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.202 Epoch 45 Batch 433/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.916, Loss: 0.177 Epoch 45 Batch 434/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.188 Epoch 45 Batch 435/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.912, Loss: 0.198 Epoch 45 Batch 436/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.192 Epoch 45 Batch 437/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.192 Epoch 45 Batch 438/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.193 Epoch 45 Batch 439/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.213 Epoch 45 Batch 440/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.213 Epoch 45 Batch 441/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.910, Loss: 0.175 Epoch 45 Batch 442/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.909, Loss: 0.204 Epoch 45 Batch 443/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.211 Epoch 45 Batch 444/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.173 Epoch 45 Batch 445/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.911, Loss: 0.203 Epoch 45 Batch 446/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.911, Loss: 0.166 Epoch 45 Batch 447/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.181 Epoch 45 Batch 448/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.902, Loss: 0.212 Epoch 45 Batch 449/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.902, Loss: 0.215 Epoch 45 Batch 450/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.903, Loss: 0.196 Epoch 45 Batch 451/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.178 Epoch 45 Batch 452/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.902, Loss: 0.208 Epoch 45 Batch 453/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.901, Loss: 0.184 Epoch 45 Batch 454/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.194 Epoch 45 Batch 455/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.190 Epoch 45 Batch 456/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.189 Epoch 45 Batch 457/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.192 Epoch 45 Batch 458/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.208 Epoch 45 Batch 459/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.904, Loss: 0.182 Epoch 45 Batch 460/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.184 Epoch 45 Batch 461/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.910, Loss: 0.183 Epoch 45 Batch 462/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.202 Epoch 45 Batch 463/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.191 Epoch 45 Batch 464/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.913, Loss: 0.176 Epoch 45 Batch 465/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.215 Epoch 45 Batch 466/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.915, Loss: 0.198 Epoch 45 Batch 467/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.910, Loss: 0.178 Epoch 45 Batch 468/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.206 Epoch 45 Batch 469/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.179 Epoch 45 Batch 470/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.910, Loss: 0.201 Epoch 45 Batch 471/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.910, Loss: 0.177 Epoch 45 Batch 472/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.178 Epoch 45 Batch 473/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.214 Epoch 45 Batch 474/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.193 Epoch 45 Batch 475/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.162 Epoch 45 Batch 476/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.183 Epoch 45 Batch 477/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.186 Epoch 45 Batch 478/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.910, Loss: 0.197 Epoch 45 Batch 479/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.206 Epoch 45 Batch 480/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.184 Epoch 45 Batch 481/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.211 Epoch 45 Batch 482/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.190 Epoch 45 Batch 483/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.214 Epoch 45 Batch 484/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.922, Loss: 0.202 Epoch 45 Batch 485/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.208 Epoch 45 Batch 486/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.183 Epoch 45 Batch 487/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.923, Loss: 0.185 Epoch 45 Batch 488/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.176 Epoch 45 Batch 489/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.185 Epoch 45 Batch 490/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.184 Epoch 45 Batch 491/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.197 Epoch 45 Batch 492/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.194 Epoch 45 Batch 493/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.188 Epoch 45 Batch 494/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.190 Epoch 45 Batch 495/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.197 Epoch 45 Batch 496/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.244 Epoch 45 Batch 497/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.212 Epoch 45 Batch 498/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.202 Epoch 45 Batch 499/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.186 Epoch 45 Batch 500/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.241 Epoch 45 Batch 501/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.893, Loss: 0.209 Epoch 45 Batch 502/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.893, Loss: 0.201 Epoch 45 Batch 503/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.893, Loss: 0.200 Epoch 45 Batch 504/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.215 Epoch 45 Batch 505/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.893, Loss: 0.154 Epoch 45 Batch 506/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.182 Epoch 45 Batch 507/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.177 Epoch 45 Batch 508/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.899, Loss: 0.171 Epoch 45 Batch 509/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.246 Epoch 45 Batch 510/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.188 Epoch 45 Batch 511/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.193 Epoch 45 Batch 512/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.906, Loss: 0.180 Epoch 45 Batch 513/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.224 Epoch 45 Batch 514/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.906, Loss: 0.210 Epoch 45 Batch 515/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.200 Epoch 45 Batch 516/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.179 Epoch 45 Batch 517/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.191 Epoch 45 Batch 518/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.177 Epoch 45 Batch 519/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.897, Loss: 0.226 Epoch 45 Batch 520/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.897, Loss: 0.168 Epoch 45 Batch 521/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.212 Epoch 45 Batch 522/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.901, Loss: 0.219 Epoch 45 Batch 523/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.197 Epoch 45 Batch 524/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.188 Epoch 45 Batch 525/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.200 Epoch 45 Batch 526/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.900, Loss: 0.202 Epoch 45 Batch 527/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.201 Epoch 45 Batch 528/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.181 Epoch 45 Batch 529/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.172 Epoch 45 Batch 530/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.203 Epoch 45 Batch 531/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.195 Epoch 45 Batch 532/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.901, Loss: 0.222 Epoch 45 Batch 533/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.902, Loss: 0.256 Epoch 45 Batch 534/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.191 Epoch 45 Batch 535/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.902, Loss: 0.179 Epoch 45 Batch 536/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.181 Epoch 45 Batch 537/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.188 Epoch 45 Batch 538/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.902, Loss: 0.154 Epoch 45 Batch 539/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.901, Loss: 0.199 Epoch 45 Batch 540/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.901, Loss: 0.163 Epoch 45 Batch 541/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.182 Epoch 45 Batch 542/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.174 Epoch 45 Batch 543/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.204 Epoch 45 Batch 544/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.900, Loss: 0.169 Epoch 45 Batch 545/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.901, Loss: 0.196 Epoch 45 Batch 546/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.206 Epoch 45 Batch 547/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.896, Loss: 0.184 Epoch 45 Batch 548/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.217 Epoch 45 Batch 549/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.897, Loss: 0.207 Epoch 45 Batch 550/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.897, Loss: 0.198 Epoch 45 Batch 551/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.200 Epoch 45 Batch 552/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.204 Epoch 45 Batch 553/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.897, Loss: 0.198 Epoch 45 Batch 554/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.179 Epoch 45 Batch 555/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.898, Loss: 0.202 Epoch 45 Batch 556/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.177 Epoch 45 Batch 557/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.205 Epoch 45 Batch 558/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.897, Loss: 0.202 Epoch 45 Batch 559/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.195 Epoch 45 Batch 560/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.897, Loss: 0.165 Epoch 45 Batch 561/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.190 Epoch 45 Batch 562/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.178 Epoch 45 Batch 563/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.903, Loss: 0.219 Epoch 45 Batch 564/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.903, Loss: 0.202 Epoch 45 Batch 565/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.212 Epoch 45 Batch 566/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.226 Epoch 45 Batch 567/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.898, Loss: 0.211 Epoch 45 Batch 568/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.898, Loss: 0.197 Epoch 45 Batch 569/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.205 Epoch 45 Batch 570/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.898, Loss: 0.222 Epoch 45 Batch 571/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.895, Loss: 0.172 Epoch 45 Batch 572/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.895, Loss: 0.174 Epoch 45 Batch 573/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.214 Epoch 45 Batch 574/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.199 Epoch 45 Batch 575/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.896, Loss: 0.199 Epoch 45 Batch 576/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.904, Loss: 0.178 Epoch 45 Batch 577/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.211 Epoch 45 Batch 578/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.903, Loss: 0.223 Epoch 45 Batch 579/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.173 Epoch 45 Batch 580/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.164 Epoch 45 Batch 581/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.903, Loss: 0.163 Epoch 45 Batch 582/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.906, Loss: 0.184 Epoch 45 Batch 583/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.211 Epoch 45 Batch 584/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.914, Loss: 0.195 Epoch 45 Batch 585/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.155 Epoch 45 Batch 586/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.198 Epoch 45 Batch 587/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.191 Epoch 45 Batch 588/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.175 Epoch 45 Batch 589/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.909, Loss: 0.198 Epoch 45 Batch 590/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.205 Epoch 45 Batch 591/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.190 Epoch 45 Batch 592/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.216 Epoch 45 Batch 593/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.197 Epoch 45 Batch 594/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.196 Epoch 45 Batch 595/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.207 Epoch 45 Batch 596/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.905, Loss: 0.208 Epoch 45 Batch 597/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.201 Epoch 45 Batch 598/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.198 Epoch 45 Batch 599/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.242 Epoch 45 Batch 600/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.184 Epoch 45 Batch 601/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.906, Loss: 0.209 Epoch 45 Batch 602/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.896, Loss: 0.193 Epoch 45 Batch 603/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.896, Loss: 0.182 Epoch 45 Batch 604/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.210 Epoch 45 Batch 605/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.896, Loss: 0.222 Epoch 45 Batch 606/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.896, Loss: 0.182 Epoch 45 Batch 607/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.897, Loss: 0.193 Epoch 45 Batch 608/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.205 Epoch 45 Batch 609/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.907, Loss: 0.194 Epoch 45 Batch 610/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.907, Loss: 0.207 Epoch 45 Batch 611/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.190 Epoch 45 Batch 612/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.907, Loss: 0.166 Epoch 45 Batch 613/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.209 Epoch 45 Batch 614/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.187 Epoch 45 Batch 615/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.177 Epoch 45 Batch 616/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.223 Epoch 45 Batch 617/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.198 Epoch 45 Batch 618/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.204 Epoch 45 Batch 619/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.180 Epoch 45 Batch 620/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.185 Epoch 45 Batch 621/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.193 Epoch 45 Batch 622/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.908, Loss: 0.209 Epoch 45 Batch 623/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.908, Loss: 0.212 Epoch 45 Batch 624/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.189 Epoch 45 Batch 625/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.178 Epoch 45 Batch 626/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.178 Epoch 45 Batch 627/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.200 Epoch 45 Batch 628/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.225 Epoch 45 Batch 629/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.910, Loss: 0.215 Epoch 45 Batch 630/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.209 Epoch 45 Batch 631/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.183 Epoch 45 Batch 632/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.904, Loss: 0.169 Epoch 45 Batch 633/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.194 Epoch 45 Batch 634/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.177 Epoch 45 Batch 635/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.914, Loss: 0.238 Epoch 45 Batch 636/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.202 Epoch 45 Batch 637/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.189 Epoch 45 Batch 638/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.190 Epoch 45 Batch 639/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.210 Epoch 45 Batch 640/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.164 Epoch 45 Batch 641/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.910, Loss: 0.198 Epoch 45 Batch 642/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.186 Epoch 45 Batch 643/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.187 Epoch 45 Batch 644/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.197 Epoch 45 Batch 645/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.186 Epoch 45 Batch 646/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.187 Epoch 45 Batch 647/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.193 Epoch 45 Batch 648/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.183 Epoch 45 Batch 649/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.211 Epoch 45 Batch 650/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.184 Epoch 45 Batch 651/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.185 Epoch 45 Batch 652/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.196 Epoch 45 Batch 653/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.208 Epoch 45 Batch 654/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.179 Epoch 45 Batch 655/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.910, Loss: 0.188 Epoch 45 Batch 656/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.910, Loss: 0.191 Epoch 45 Batch 657/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.188 Epoch 45 Batch 658/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.910, Loss: 0.161 Epoch 45 Batch 659/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.206 Epoch 45 Batch 660/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.195 Epoch 45 Batch 661/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.911, Loss: 0.171 Epoch 45 Batch 662/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.175 Epoch 45 Batch 663/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.174 Epoch 45 Batch 664/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.175 Epoch 45 Batch 665/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.182 Epoch 45 Batch 666/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.199 Epoch 45 Batch 667/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.207 Epoch 45 Batch 668/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.193 Epoch 45 Batch 669/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.902, Loss: 0.178 Epoch 45 Batch 670/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.197 Epoch 45 Batch 671/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.898, Loss: 0.213 Epoch 45 Batch 672/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.897, Loss: 0.191 Epoch 45 Batch 673/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.897, Loss: 0.178 Epoch 45 Batch 674/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.897, Loss: 0.197 Epoch 45 Batch 675/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.212 Epoch 45 Batch 676/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.897, Loss: 0.198 Epoch 45 Batch 677/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.902, Loss: 0.218 Epoch 45 Batch 678/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.173 Epoch 45 Batch 679/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.215 Epoch 45 Batch 680/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.181 Epoch 45 Batch 681/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.191 Epoch 45 Batch 682/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.184 Epoch 45 Batch 683/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.189 Epoch 45 Batch 684/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.184 Epoch 45 Batch 685/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.199 Epoch 45 Batch 686/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.186 Epoch 45 Batch 687/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.214 Epoch 45 Batch 688/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.185 Epoch 45 Batch 689/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.900, Loss: 0.172 Epoch 45 Batch 690/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.188 Epoch 45 Batch 691/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.910, Loss: 0.233 Epoch 45 Batch 692/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.194 Epoch 45 Batch 693/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.905, Loss: 0.222 Epoch 45 Batch 694/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.196 Epoch 45 Batch 695/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.901, Loss: 0.187 Epoch 45 Batch 696/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.905, Loss: 0.205 Epoch 45 Batch 697/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.177 Epoch 45 Batch 698/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.171 Epoch 45 Batch 699/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.170 Epoch 45 Batch 700/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.911, Loss: 0.165 Epoch 45 Batch 701/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.222 Epoch 45 Batch 702/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.221 Epoch 45 Batch 703/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.191 Epoch 45 Batch 704/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.914, Loss: 0.220 Epoch 45 Batch 705/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.190 Epoch 45 Batch 706/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.911, Loss: 0.219 Epoch 45 Batch 707/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.191 Epoch 45 Batch 708/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.912, Loss: 0.208 Epoch 45 Batch 709/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.218 Epoch 45 Batch 710/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.177 Epoch 45 Batch 711/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.245 Epoch 45 Batch 712/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.911, Loss: 0.170 Epoch 45 Batch 713/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.175 Epoch 45 Batch 714/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.196 Epoch 45 Batch 715/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.911, Loss: 0.214 Epoch 45 Batch 716/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.911, Loss: 0.153 Epoch 45 Batch 717/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.911, Loss: 0.165 Epoch 45 Batch 718/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.183 Epoch 45 Batch 719/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.184 Epoch 45 Batch 720/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.911, Loss: 0.195 Epoch 45 Batch 721/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.200 Epoch 45 Batch 722/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.913, Loss: 0.182 Epoch 45 Batch 723/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.195 Epoch 45 Batch 724/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.214 Epoch 45 Batch 725/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.908, Loss: 0.167 Epoch 45 Batch 726/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.196 Epoch 45 Batch 727/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.168 Epoch 45 Batch 728/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.908, Loss: 0.201 Epoch 45 Batch 729/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.205 Epoch 45 Batch 730/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.192 Epoch 45 Batch 731/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.210 Epoch 45 Batch 732/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.191 Epoch 45 Batch 733/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.197 Epoch 45 Batch 734/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.205 Epoch 45 Batch 735/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.182 Epoch 45 Batch 736/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.181 Epoch 45 Batch 737/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.913, Loss: 0.221 Epoch 45 Batch 738/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.179 Epoch 45 Batch 739/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.913, Loss: 0.194 Epoch 45 Batch 740/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.180 Epoch 45 Batch 741/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.200 Epoch 45 Batch 742/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.175 Epoch 45 Batch 743/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.202 Epoch 45 Batch 744/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.175 Epoch 45 Batch 745/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.190 Epoch 45 Batch 746/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.917, Loss: 0.199 Epoch 45 Batch 747/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.173 Epoch 45 Batch 748/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.913, Loss: 0.191 Epoch 45 Batch 749/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.202 Epoch 45 Batch 750/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.191 Epoch 45 Batch 751/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.203 Epoch 45 Batch 752/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.172 Epoch 45 Batch 753/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.907, Loss: 0.194 Epoch 45 Batch 754/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.904, Loss: 0.193 Epoch 45 Batch 755/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.206 Epoch 45 Batch 756/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.172 Epoch 45 Batch 757/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.215 Epoch 45 Batch 758/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.184 Epoch 45 Batch 759/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.164 Epoch 45 Batch 760/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.187 Epoch 45 Batch 761/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.204 Epoch 45 Batch 762/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.908, Loss: 0.182 Epoch 45 Batch 763/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.183 Epoch 45 Batch 764/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.916, Loss: 0.177 Epoch 45 Batch 765/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.194 Epoch 45 Batch 766/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.920, Loss: 0.202 Epoch 45 Batch 767/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.170 Epoch 45 Batch 768/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.175 Epoch 45 Batch 769/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.916, Loss: 0.206 Epoch 45 Batch 770/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.917, Loss: 0.193 Epoch 45 Batch 771/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.208 Epoch 45 Batch 772/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.911, Loss: 0.176 Epoch 45 Batch 773/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.911, Loss: 0.174 Epoch 45 Batch 774/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.193 Epoch 45 Batch 775/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.180 Epoch 45 Batch 776/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.914, Loss: 0.189 Epoch 45 Batch 777/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.914, Loss: 0.192 Epoch 45 Batch 778/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.174 Epoch 45 Batch 779/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.191 Epoch 45 Batch 780/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.914, Loss: 0.213 Epoch 45 Batch 781/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.909, Loss: 0.157 Epoch 45 Batch 782/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.193 Epoch 45 Batch 783/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.194 Epoch 45 Batch 784/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.906, Loss: 0.175 Epoch 45 Batch 785/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.908, Loss: 0.191 Epoch 45 Batch 786/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.177 Epoch 45 Batch 787/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.172 Epoch 45 Batch 788/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.175 Epoch 45 Batch 789/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.200 Epoch 45 Batch 790/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.915, Loss: 0.224 Epoch 45 Batch 791/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.200 Epoch 45 Batch 792/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.196 Epoch 45 Batch 793/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.193 Epoch 45 Batch 794/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.916, Loss: 0.178 Epoch 45 Batch 795/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.204 Epoch 45 Batch 796/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.180 Epoch 45 Batch 797/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.166 Epoch 45 Batch 798/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.191 Epoch 45 Batch 799/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.917, Loss: 0.219 Epoch 45 Batch 800/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.176 Epoch 45 Batch 801/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.207 Epoch 45 Batch 802/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.203 Epoch 45 Batch 803/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.188 Epoch 45 Batch 804/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.178 Epoch 45 Batch 805/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.913, Loss: 0.202 Epoch 45 Batch 806/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.171 Epoch 45 Batch 807/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.911, Loss: 0.163 Epoch 45 Batch 808/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.235 Epoch 45 Batch 809/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.233 Epoch 45 Batch 810/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.905, Loss: 0.188 Epoch 45 Batch 811/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.167 Epoch 45 Batch 812/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.216 Epoch 45 Batch 813/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.907, Loss: 0.195 Epoch 45 Batch 814/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.199 Epoch 45 Batch 815/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.173 Epoch 45 Batch 816/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.188 Epoch 45 Batch 817/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.224 Epoch 45 Batch 818/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.910, Loss: 0.201 Epoch 45 Batch 819/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.185 Epoch 45 Batch 820/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.910, Loss: 0.197 Epoch 45 Batch 821/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.910, Loss: 0.190 Epoch 45 Batch 822/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.204 Epoch 45 Batch 823/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.196 Epoch 45 Batch 824/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.909, Loss: 0.187 Epoch 45 Batch 825/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.910, Loss: 0.177 Epoch 45 Batch 826/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.910, Loss: 0.176 Epoch 45 Batch 827/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.187 Epoch 45 Batch 828/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.182 Epoch 45 Batch 829/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.905, Loss: 0.226 Epoch 45 Batch 830/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.192 Epoch 45 Batch 831/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.905, Loss: 0.207 Epoch 45 Batch 832/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.193 Epoch 45 Batch 833/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.905, Loss: 0.196 Epoch 45 Batch 834/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.216 Epoch 45 Batch 835/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.178 Epoch 45 Batch 836/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.184 Epoch 45 Batch 837/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.905, Loss: 0.230 Epoch 45 Batch 838/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.905, Loss: 0.190 Epoch 45 Batch 839/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.176 Epoch 45 Batch 840/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.167 Epoch 45 Batch 841/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.199 Epoch 45 Batch 842/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.183 Epoch 45 Batch 843/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.182 Epoch 45 Batch 844/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.175 Epoch 45 Batch 845/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.178 Epoch 45 Batch 846/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.914, Loss: 0.198 Epoch 45 Batch 847/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.215 Epoch 45 Batch 848/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.187 Epoch 45 Batch 849/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.177 Epoch 45 Batch 850/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.217 Epoch 45 Batch 851/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.206 Epoch 45 Batch 852/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.910, Loss: 0.210 Epoch 45 Batch 853/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.910, Loss: 0.172 Epoch 45 Batch 854/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.227 Epoch 45 Batch 855/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.197 Epoch 45 Batch 856/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.205 Epoch 45 Batch 857/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.203 Epoch 45 Batch 858/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.174 Epoch 45 Batch 859/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.213 Epoch 45 Batch 860/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.195 Epoch 45 Batch 861/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.909, Loss: 0.180 Epoch 45 Batch 862/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.914, Loss: 0.187 Epoch 45 Batch 863/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.179 Epoch 45 Batch 864/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.190 Epoch 45 Batch 865/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.187 Epoch 45 Batch 866/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.220 Epoch 45 Batch 867/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.910, Loss: 0.250 Epoch 45 Batch 868/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.196 Epoch 45 Batch 869/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.190 Epoch 45 Batch 870/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.914, Loss: 0.192 Epoch 45 Batch 871/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.914, Loss: 0.193 Epoch 45 Batch 872/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.176 Epoch 45 Batch 873/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.181 Epoch 45 Batch 874/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.914, Loss: 0.220 Epoch 45 Batch 875/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.917, Loss: 0.192 Epoch 45 Batch 876/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.182 Epoch 45 Batch 877/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.170 Epoch 45 Batch 878/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.916, Loss: 0.178 Epoch 45 Batch 879/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.170 Epoch 45 Batch 880/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.199 Epoch 45 Batch 881/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.188 Epoch 45 Batch 882/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.198 Epoch 45 Batch 883/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.237 Epoch 45 Batch 884/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.912, Loss: 0.186 Epoch 45 Batch 885/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.910, Loss: 0.161 Epoch 45 Batch 886/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.201 Epoch 45 Batch 887/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.215 Epoch 45 Batch 888/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.179 Epoch 45 Batch 889/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.191 Epoch 45 Batch 890/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.169 Epoch 45 Batch 891/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.191 Epoch 45 Batch 892/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.166 Epoch 45 Batch 893/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.185 Epoch 45 Batch 894/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.184 Epoch 45 Batch 895/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.189 Epoch 45 Batch 896/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.206 Epoch 45 Batch 897/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.184 Epoch 45 Batch 898/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.165 Epoch 45 Batch 899/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.191 Epoch 45 Batch 900/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.202 Epoch 45 Batch 901/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.208 Epoch 45 Batch 902/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.904, Loss: 0.218 Epoch 45 Batch 903/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.189 Epoch 45 Batch 904/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.187 Epoch 45 Batch 905/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.190 Epoch 45 Batch 906/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.189 Epoch 45 Batch 907/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.908, Loss: 0.181 Epoch 45 Batch 908/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.201 Epoch 45 Batch 909/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.184 Epoch 45 Batch 910/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.178 Epoch 45 Batch 911/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.182 Epoch 45 Batch 912/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.192 Epoch 45 Batch 913/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.237 Epoch 45 Batch 914/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.233 Epoch 45 Batch 915/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.916, Loss: 0.192 Epoch 45 Batch 916/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.206 Epoch 45 Batch 917/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.190 Epoch 45 Batch 918/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.188 Epoch 45 Batch 919/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.180 Epoch 45 Batch 920/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.215 Epoch 45 Batch 921/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.207 Epoch 45 Batch 922/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.192 Epoch 45 Batch 923/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.909, Loss: 0.177 Epoch 45 Batch 924/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.225 Epoch 45 Batch 925/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.181 Epoch 45 Batch 926/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.913, Loss: 0.206 Epoch 45 Batch 927/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.202 Epoch 45 Batch 928/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.194 Epoch 45 Batch 929/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.211 Epoch 45 Batch 930/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.190 Epoch 45 Batch 931/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.177 Epoch 45 Batch 932/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.190 Epoch 45 Batch 933/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.214 Epoch 45 Batch 934/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.190 Epoch 45 Batch 935/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.201 Epoch 45 Batch 936/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.195 Epoch 45 Batch 937/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.201 Epoch 45 Batch 938/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.221 Epoch 45 Batch 939/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.223 Epoch 45 Batch 940/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.158 Epoch 45 Batch 941/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.168 Epoch 45 Batch 942/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.180 Epoch 45 Batch 943/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.191 Epoch 45 Batch 944/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.194 Epoch 45 Batch 945/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.913, Loss: 0.172 Epoch 45 Batch 946/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.914, Loss: 0.185 Epoch 45 Batch 947/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.914, Loss: 0.206 Epoch 45 Batch 948/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.176 Epoch 45 Batch 949/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.909, Loss: 0.153 Epoch 45 Batch 950/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.189 Epoch 45 Batch 951/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.905, Loss: 0.194 Epoch 45 Batch 952/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.910, Loss: 0.176 Epoch 45 Batch 953/1077 - Train Accuracy: 0.964, Validation Accuracy: 0.912, Loss: 0.173 Epoch 45 Batch 954/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.210 Epoch 45 Batch 955/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.192 Epoch 45 Batch 956/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.193 Epoch 45 Batch 957/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.182 Epoch 45 Batch 958/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.192 Epoch 45 Batch 959/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.185 Epoch 45 Batch 960/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.196 Epoch 45 Batch 961/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.910, Loss: 0.189 Epoch 45 Batch 962/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.192 Epoch 45 Batch 963/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.205 Epoch 45 Batch 964/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.175 Epoch 45 Batch 965/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.902, Loss: 0.210 Epoch 45 Batch 966/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.151 Epoch 45 Batch 967/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.189 Epoch 45 Batch 968/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.903, Loss: 0.204 Epoch 45 Batch 969/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.236 Epoch 45 Batch 970/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.210 Epoch 45 Batch 971/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.202 Epoch 45 Batch 972/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.191 Epoch 45 Batch 973/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.902, Loss: 0.153 Epoch 45 Batch 974/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.175 Epoch 45 Batch 975/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.903, Loss: 0.181 Epoch 45 Batch 976/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.177 Epoch 45 Batch 977/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.178 Epoch 45 Batch 978/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.203 Epoch 45 Batch 979/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.184 Epoch 45 Batch 980/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.220 Epoch 45 Batch 981/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.203 Epoch 45 Batch 982/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.908, Loss: 0.186 Epoch 45 Batch 983/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.193 Epoch 45 Batch 984/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.907, Loss: 0.202 Epoch 45 Batch 985/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.907, Loss: 0.174 Epoch 45 Batch 986/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.199 Epoch 45 Batch 987/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.909, Loss: 0.190 Epoch 45 Batch 988/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.199 Epoch 45 Batch 989/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.910, Loss: 0.194 Epoch 45 Batch 990/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.209 Epoch 45 Batch 991/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.203 Epoch 45 Batch 992/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.914, Loss: 0.201 Epoch 45 Batch 993/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.167 Epoch 45 Batch 994/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.175 Epoch 45 Batch 995/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.180 Epoch 45 Batch 996/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.176 Epoch 45 Batch 997/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.200 Epoch 45 Batch 998/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.173 Epoch 45 Batch 999/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.199 Epoch 45 Batch 1000/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.184 Epoch 45 Batch 1001/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.164 Epoch 45 Batch 1002/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.912, Loss: 0.170 Epoch 45 Batch 1003/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.187 Epoch 45 Batch 1004/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.204 Epoch 45 Batch 1005/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.913, Loss: 0.188 Epoch 45 Batch 1006/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.171 Epoch 45 Batch 1007/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.913, Loss: 0.181 Epoch 45 Batch 1008/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.219 Epoch 45 Batch 1009/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.912, Loss: 0.174 Epoch 45 Batch 1010/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.917, Loss: 0.172 Epoch 45 Batch 1011/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.192 Epoch 45 Batch 1012/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.172 Epoch 45 Batch 1013/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.173 Epoch 45 Batch 1014/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.917, Loss: 0.177 Epoch 45 Batch 1015/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.918, Loss: 0.227 Epoch 45 Batch 1016/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.917, Loss: 0.198 Epoch 45 Batch 1017/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.195 Epoch 45 Batch 1018/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.191 Epoch 45 Batch 1019/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.216 Epoch 45 Batch 1020/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.915, Loss: 0.180 Epoch 45 Batch 1021/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.908, Loss: 0.185 Epoch 45 Batch 1022/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.908, Loss: 0.179 Epoch 45 Batch 1023/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.903, Loss: 0.153 Epoch 45 Batch 1024/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.218 Epoch 45 Batch 1025/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.909, Loss: 0.200 Epoch 45 Batch 1026/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.196 Epoch 45 Batch 1027/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.192 Epoch 45 Batch 1028/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.910, Loss: 0.200 Epoch 45 Batch 1029/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.910, Loss: 0.193 Epoch 45 Batch 1030/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.186 Epoch 45 Batch 1031/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.229 Epoch 45 Batch 1032/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.220 Epoch 45 Batch 1033/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.216 Epoch 45 Batch 1034/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.917, Loss: 0.194 Epoch 45 Batch 1035/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.165 Epoch 45 Batch 1036/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.201 Epoch 45 Batch 1037/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.916, Loss: 0.202 Epoch 45 Batch 1038/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.194 Epoch 45 Batch 1039/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.193 Epoch 45 Batch 1040/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.188 Epoch 45 Batch 1041/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.211 Epoch 45 Batch 1042/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.912, Loss: 0.203 Epoch 45 Batch 1043/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.215 Epoch 45 Batch 1044/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.201 Epoch 45 Batch 1045/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.206 Epoch 45 Batch 1046/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.912, Loss: 0.174 Epoch 45 Batch 1047/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.912, Loss: 0.174 Epoch 45 Batch 1048/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.182 Epoch 45 Batch 1049/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.917, Loss: 0.218 Epoch 45 Batch 1050/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.184 Epoch 45 Batch 1051/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.215 Epoch 45 Batch 1052/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.177 Epoch 45 Batch 1053/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.915, Loss: 0.195 Epoch 45 Batch 1054/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.186 Epoch 45 Batch 1055/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.914, Loss: 0.181 Epoch 45 Batch 1056/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.173 Epoch 45 Batch 1057/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.202 Epoch 45 Batch 1058/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.197 Epoch 45 Batch 1059/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.915, Loss: 0.201 Epoch 45 Batch 1060/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.150 Epoch 45 Batch 1061/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.915, Loss: 0.199 Epoch 45 Batch 1062/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.174 Epoch 45 Batch 1063/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.916, Loss: 0.172 Epoch 45 Batch 1064/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.178 Epoch 45 Batch 1065/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.183 Epoch 45 Batch 1066/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.160 Epoch 45 Batch 1067/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.206 Epoch 45 Batch 1068/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.174 Epoch 45 Batch 1069/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.156 Epoch 45 Batch 1070/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.191 Epoch 45 Batch 1071/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.190 Epoch 45 Batch 1072/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.198 Epoch 45 Batch 1073/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.199 Epoch 45 Batch 1074/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.231 Epoch 45 Batch 1075/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.210 Epoch 46 Batch 0/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.169 Epoch 46 Batch 1/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.906, Loss: 0.176 Epoch 46 Batch 2/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.911, Loss: 0.209 Epoch 46 Batch 3/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.193 Epoch 46 Batch 4/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.181 Epoch 46 Batch 5/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.204 Epoch 46 Batch 6/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.194 Epoch 46 Batch 7/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.168 Epoch 46 Batch 8/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.185 Epoch 46 Batch 9/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.183 Epoch 46 Batch 10/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.901, Loss: 0.196 Epoch 46 Batch 11/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.197 Epoch 46 Batch 12/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.208 Epoch 46 Batch 13/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.198 Epoch 46 Batch 14/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.901, Loss: 0.165 Epoch 46 Batch 15/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.901, Loss: 0.185 Epoch 46 Batch 16/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.197 Epoch 46 Batch 17/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.199 Epoch 46 Batch 18/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.217 Epoch 46 Batch 19/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.903, Loss: 0.207 Epoch 46 Batch 20/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.177 Epoch 46 Batch 21/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.202 Epoch 46 Batch 22/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.188 Epoch 46 Batch 23/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.179 Epoch 46 Batch 24/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.904, Loss: 0.185 Epoch 46 Batch 25/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.903, Loss: 0.181 Epoch 46 Batch 26/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.903, Loss: 0.209 Epoch 46 Batch 27/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.170 Epoch 46 Batch 28/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.907, Loss: 0.178 Epoch 46 Batch 29/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.903, Loss: 0.179 Epoch 46 Batch 30/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.180 Epoch 46 Batch 31/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.908, Loss: 0.201 Epoch 46 Batch 32/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.174 Epoch 46 Batch 33/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.908, Loss: 0.157 Epoch 46 Batch 34/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.194 Epoch 46 Batch 35/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.903, Loss: 0.173 Epoch 46 Batch 36/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.180 Epoch 46 Batch 37/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.903, Loss: 0.178 Epoch 46 Batch 38/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.207 Epoch 46 Batch 39/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.223 Epoch 46 Batch 40/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.177 Epoch 46 Batch 41/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.175 Epoch 46 Batch 42/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.913, Loss: 0.208 Epoch 46 Batch 43/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.192 Epoch 46 Batch 44/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.899, Loss: 0.194 Epoch 46 Batch 45/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.899, Loss: 0.187 Epoch 46 Batch 46/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.900, Loss: 0.209 Epoch 46 Batch 47/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.200 Epoch 46 Batch 48/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.900, Loss: 0.219 Epoch 46 Batch 49/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.216 Epoch 46 Batch 50/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.908, Loss: 0.174 Epoch 46 Batch 51/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.193 Epoch 46 Batch 52/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.190 Epoch 46 Batch 53/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.203 Epoch 46 Batch 54/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.212 Epoch 46 Batch 55/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.181 Epoch 46 Batch 56/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.166 Epoch 46 Batch 57/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.910, Loss: 0.167 Epoch 46 Batch 58/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.909, Loss: 0.159 Epoch 46 Batch 59/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.190 Epoch 46 Batch 60/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.174 Epoch 46 Batch 61/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.209 Epoch 46 Batch 62/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.908, Loss: 0.190 Epoch 46 Batch 63/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.908, Loss: 0.175 Epoch 46 Batch 64/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.168 Epoch 46 Batch 65/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.187 Epoch 46 Batch 66/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.158 Epoch 46 Batch 67/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.174 Epoch 46 Batch 68/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.191 Epoch 46 Batch 69/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.916, Loss: 0.210 Epoch 46 Batch 70/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.920, Loss: 0.212 Epoch 46 Batch 71/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.171 Epoch 46 Batch 72/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.173 Epoch 46 Batch 73/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.921, Loss: 0.203 Epoch 46 Batch 74/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.921, Loss: 0.167 Epoch 46 Batch 75/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.218 Epoch 46 Batch 76/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.183 Epoch 46 Batch 77/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.919, Loss: 0.206 Epoch 46 Batch 78/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.915, Loss: 0.173 Epoch 46 Batch 79/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.197 Epoch 46 Batch 80/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.174 Epoch 46 Batch 81/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.914, Loss: 0.179 Epoch 46 Batch 82/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.157 Epoch 46 Batch 83/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.193 Epoch 46 Batch 84/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.186 Epoch 46 Batch 85/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.172 Epoch 46 Batch 86/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.179 Epoch 46 Batch 87/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.230 Epoch 46 Batch 88/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.913, Loss: 0.207 Epoch 46 Batch 89/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.186 Epoch 46 Batch 90/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.181 Epoch 46 Batch 91/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.176 Epoch 46 Batch 92/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.179 Epoch 46 Batch 93/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.178 Epoch 46 Batch 94/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.166 Epoch 46 Batch 95/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.200 Epoch 46 Batch 96/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.172 Epoch 46 Batch 97/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.189 Epoch 46 Batch 98/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.185 Epoch 46 Batch 99/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.191 Epoch 46 Batch 100/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.171 Epoch 46 Batch 101/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.195 Epoch 46 Batch 102/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.180 Epoch 46 Batch 103/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.234 Epoch 46 Batch 104/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.185 Epoch 46 Batch 105/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.185 Epoch 46 Batch 106/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.903, Loss: 0.228 Epoch 46 Batch 107/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.194 Epoch 46 Batch 108/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.176 Epoch 46 Batch 109/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.176 Epoch 46 Batch 110/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.898, Loss: 0.154 Epoch 46 Batch 111/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.898, Loss: 0.187 Epoch 46 Batch 112/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.186 Epoch 46 Batch 113/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.204 Epoch 46 Batch 114/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.897, Loss: 0.179 Epoch 46 Batch 115/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.186 Epoch 46 Batch 116/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.907, Loss: 0.209 Epoch 46 Batch 117/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.211 Epoch 46 Batch 118/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.908, Loss: 0.181 Epoch 46 Batch 119/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.193 Epoch 46 Batch 120/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.215 Epoch 46 Batch 121/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.194 Epoch 46 Batch 122/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.192 Epoch 46 Batch 123/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.169 Epoch 46 Batch 124/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.916, Loss: 0.199 Epoch 46 Batch 125/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.192 Epoch 46 Batch 126/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.163 Epoch 46 Batch 127/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.180 Epoch 46 Batch 128/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.170 Epoch 46 Batch 129/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.184 Epoch 46 Batch 130/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.170 Epoch 46 Batch 131/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.174 Epoch 46 Batch 132/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.191 Epoch 46 Batch 133/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.160 Epoch 46 Batch 134/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.912, Loss: 0.183 Epoch 46 Batch 135/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.195 Epoch 46 Batch 136/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.170 Epoch 46 Batch 137/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.167 Epoch 46 Batch 138/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.176 Epoch 46 Batch 139/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.188 Epoch 46 Batch 140/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.180 Epoch 46 Batch 141/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.174 Epoch 46 Batch 142/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.181 Epoch 46 Batch 143/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.203 Epoch 46 Batch 144/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.218 Epoch 46 Batch 145/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.212 Epoch 46 Batch 146/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.203 Epoch 46 Batch 147/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.916, Loss: 0.177 Epoch 46 Batch 148/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.185 Epoch 46 Batch 149/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.192 Epoch 46 Batch 150/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.198 Epoch 46 Batch 151/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.153 Epoch 46 Batch 152/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.211 Epoch 46 Batch 153/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.196 Epoch 46 Batch 154/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.915, Loss: 0.199 Epoch 46 Batch 155/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.185 Epoch 46 Batch 156/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.185 Epoch 46 Batch 157/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.204 Epoch 46 Batch 158/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.190 Epoch 46 Batch 159/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.910, Loss: 0.172 Epoch 46 Batch 160/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.910, Loss: 0.172 Epoch 46 Batch 161/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.192 Epoch 46 Batch 162/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.208 Epoch 46 Batch 163/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.202 Epoch 46 Batch 164/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.202 Epoch 46 Batch 165/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.176 Epoch 46 Batch 166/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.206 Epoch 46 Batch 167/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.910, Loss: 0.205 Epoch 46 Batch 168/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.207 Epoch 46 Batch 169/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.197 Epoch 46 Batch 170/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.909, Loss: 0.209 Epoch 46 Batch 171/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.904, Loss: 0.181 Epoch 46 Batch 172/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.904, Loss: 0.180 Epoch 46 Batch 173/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.195 Epoch 46 Batch 174/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.187 Epoch 46 Batch 175/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.210 Epoch 46 Batch 176/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.178 Epoch 46 Batch 177/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.904, Loss: 0.193 Epoch 46 Batch 178/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.905, Loss: 0.190 Epoch 46 Batch 179/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.191 Epoch 46 Batch 180/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.178 Epoch 46 Batch 181/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.206 Epoch 46 Batch 182/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.204 Epoch 46 Batch 183/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.201 Epoch 46 Batch 184/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.898, Loss: 0.178 Epoch 46 Batch 185/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.898, Loss: 0.196 Epoch 46 Batch 186/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.902, Loss: 0.210 Epoch 46 Batch 187/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.902, Loss: 0.180 Epoch 46 Batch 188/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.905, Loss: 0.199 Epoch 46 Batch 189/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.188 Epoch 46 Batch 190/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.903, Loss: 0.164 Epoch 46 Batch 191/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.168 Epoch 46 Batch 192/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.194 Epoch 46 Batch 193/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.186 Epoch 46 Batch 194/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.162 Epoch 46 Batch 195/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.184 Epoch 46 Batch 196/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.178 Epoch 46 Batch 197/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.913, Loss: 0.185 Epoch 46 Batch 198/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.185 Epoch 46 Batch 199/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.170 Epoch 46 Batch 200/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.184 Epoch 46 Batch 201/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.167 Epoch 46 Batch 202/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.196 Epoch 46 Batch 203/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.195 Epoch 46 Batch 204/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.229 Epoch 46 Batch 205/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.194 Epoch 46 Batch 206/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.901, Loss: 0.181 Epoch 46 Batch 207/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.902, Loss: 0.198 Epoch 46 Batch 208/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.221 Epoch 46 Batch 209/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.903, Loss: 0.146 Epoch 46 Batch 210/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.197 Epoch 46 Batch 211/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.900, Loss: 0.169 Epoch 46 Batch 212/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.162 Epoch 46 Batch 213/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.904, Loss: 0.164 Epoch 46 Batch 214/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.179 Epoch 46 Batch 215/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.904, Loss: 0.202 Epoch 46 Batch 216/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.192 Epoch 46 Batch 217/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.175 Epoch 46 Batch 218/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.207 Epoch 46 Batch 219/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.912, Loss: 0.170 Epoch 46 Batch 220/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.173 Epoch 46 Batch 221/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.911, Loss: 0.183 Epoch 46 Batch 222/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.909, Loss: 0.206 Epoch 46 Batch 223/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.915, Loss: 0.155 Epoch 46 Batch 224/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.202 Epoch 46 Batch 225/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.211 Epoch 46 Batch 226/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.178 Epoch 46 Batch 227/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.911, Loss: 0.215 Epoch 46 Batch 228/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.192 Epoch 46 Batch 229/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.202 Epoch 46 Batch 230/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.173 Epoch 46 Batch 231/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.201 Epoch 46 Batch 232/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.205 Epoch 46 Batch 233/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.211 Epoch 46 Batch 234/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.914, Loss: 0.215 Epoch 46 Batch 235/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.909, Loss: 0.189 Epoch 46 Batch 236/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.184 Epoch 46 Batch 237/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.174 Epoch 46 Batch 238/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.198 Epoch 46 Batch 239/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.910, Loss: 0.162 Epoch 46 Batch 240/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.910, Loss: 0.174 Epoch 46 Batch 241/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.156 Epoch 46 Batch 242/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.905, Loss: 0.179 Epoch 46 Batch 243/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.902, Loss: 0.204 Epoch 46 Batch 244/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.907, Loss: 0.183 Epoch 46 Batch 245/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.163 Epoch 46 Batch 246/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.189 Epoch 46 Batch 247/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.904, Loss: 0.174 Epoch 46 Batch 248/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.184 Epoch 46 Batch 249/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.167 Epoch 46 Batch 250/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.194 Epoch 46 Batch 251/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.909, Loss: 0.175 Epoch 46 Batch 252/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.190 Epoch 46 Batch 253/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.178 Epoch 46 Batch 254/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.196 Epoch 46 Batch 255/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.195 Epoch 46 Batch 256/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.914, Loss: 0.235 Epoch 46 Batch 257/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.914, Loss: 0.179 Epoch 46 Batch 258/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.181 Epoch 46 Batch 259/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.178 Epoch 46 Batch 260/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.168 Epoch 46 Batch 261/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.186 Epoch 46 Batch 262/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.164 Epoch 46 Batch 263/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.921, Loss: 0.167 Epoch 46 Batch 264/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.206 Epoch 46 Batch 265/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.177 Epoch 46 Batch 266/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.921, Loss: 0.198 Epoch 46 Batch 267/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.166 Epoch 46 Batch 268/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.921, Loss: 0.205 Epoch 46 Batch 269/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.227 Epoch 46 Batch 270/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.919, Loss: 0.198 Epoch 46 Batch 271/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.199 Epoch 46 Batch 272/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.921, Loss: 0.252 Epoch 46 Batch 273/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.170 Epoch 46 Batch 274/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.189 Epoch 46 Batch 275/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.187 Epoch 46 Batch 276/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.905, Loss: 0.223 Epoch 46 Batch 277/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.907, Loss: 0.173 Epoch 46 Batch 278/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.217 Epoch 46 Batch 279/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.906, Loss: 0.209 Epoch 46 Batch 280/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.186 Epoch 46 Batch 281/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.211 Epoch 46 Batch 282/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.909, Loss: 0.251 Epoch 46 Batch 283/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.906, Loss: 0.203 Epoch 46 Batch 284/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.221 Epoch 46 Batch 285/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.197 Epoch 46 Batch 286/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.173 Epoch 46 Batch 287/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.191 Epoch 46 Batch 288/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.195 Epoch 46 Batch 289/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.213 Epoch 46 Batch 290/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.913, Loss: 0.208 Epoch 46 Batch 291/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.220 Epoch 46 Batch 292/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.181 Epoch 46 Batch 293/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.915, Loss: 0.194 Epoch 46 Batch 294/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.168 Epoch 46 Batch 295/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.213 Epoch 46 Batch 296/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.185 Epoch 46 Batch 297/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.908, Loss: 0.232 Epoch 46 Batch 298/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.209 Epoch 46 Batch 299/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.172 Epoch 46 Batch 300/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.895, Loss: 0.171 Epoch 46 Batch 301/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.171 Epoch 46 Batch 302/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.901, Loss: 0.191 Epoch 46 Batch 303/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.210 Epoch 46 Batch 304/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.893, Loss: 0.183 Epoch 46 Batch 305/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.895, Loss: 0.186 Epoch 46 Batch 306/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.900, Loss: 0.199 Epoch 46 Batch 307/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.176 Epoch 46 Batch 308/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.218 Epoch 46 Batch 309/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.168 Epoch 46 Batch 310/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.196 Epoch 46 Batch 311/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.175 Epoch 46 Batch 312/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.914, Loss: 0.226 Epoch 46 Batch 313/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.178 Epoch 46 Batch 314/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.910, Loss: 0.199 Epoch 46 Batch 315/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.908, Loss: 0.168 Epoch 46 Batch 316/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.163 Epoch 46 Batch 317/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.907, Loss: 0.210 Epoch 46 Batch 318/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.908, Loss: 0.199 Epoch 46 Batch 319/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.906, Loss: 0.187 Epoch 46 Batch 320/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.199 Epoch 46 Batch 321/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.901, Loss: 0.179 Epoch 46 Batch 322/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.181 Epoch 46 Batch 323/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.194 Epoch 46 Batch 324/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.206 Epoch 46 Batch 325/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.180 Epoch 46 Batch 326/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.895, Loss: 0.161 Epoch 46 Batch 327/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.232 Epoch 46 Batch 328/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.207 Epoch 46 Batch 329/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.197 Epoch 46 Batch 330/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.205 Epoch 46 Batch 331/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.207 Epoch 46 Batch 332/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.906, Loss: 0.164 Epoch 46 Batch 333/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.178 Epoch 46 Batch 334/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.906, Loss: 0.184 Epoch 46 Batch 335/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.179 Epoch 46 Batch 336/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.211 Epoch 46 Batch 337/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.903, Loss: 0.210 Epoch 46 Batch 338/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.906, Loss: 0.222 Epoch 46 Batch 339/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.172 Epoch 46 Batch 340/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.190 Epoch 46 Batch 341/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.243 Epoch 46 Batch 342/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.185 Epoch 46 Batch 343/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.190 Epoch 46 Batch 344/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.186 Epoch 46 Batch 345/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.192 Epoch 46 Batch 346/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.189 Epoch 46 Batch 347/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.163 Epoch 46 Batch 348/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.181 Epoch 46 Batch 349/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.901, Loss: 0.179 Epoch 46 Batch 350/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.192 Epoch 46 Batch 351/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.193 Epoch 46 Batch 352/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.896, Loss: 0.192 Epoch 46 Batch 353/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.219 Epoch 46 Batch 354/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.903, Loss: 0.215 Epoch 46 Batch 355/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.205 Epoch 46 Batch 356/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.202 Epoch 46 Batch 357/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.176 Epoch 46 Batch 358/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.911, Loss: 0.212 Epoch 46 Batch 359/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.190 Epoch 46 Batch 360/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.175 Epoch 46 Batch 361/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.192 Epoch 46 Batch 362/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.202 Epoch 46 Batch 363/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.218 Epoch 46 Batch 364/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.210 Epoch 46 Batch 365/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.155 Epoch 46 Batch 366/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.179 Epoch 46 Batch 367/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.175 Epoch 46 Batch 368/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.913, Loss: 0.200 Epoch 46 Batch 369/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.176 Epoch 46 Batch 370/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.913, Loss: 0.182 Epoch 46 Batch 371/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.173 Epoch 46 Batch 372/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.191 Epoch 46 Batch 373/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.912, Loss: 0.159 Epoch 46 Batch 374/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.197 Epoch 46 Batch 375/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.179 Epoch 46 Batch 376/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.183 Epoch 46 Batch 377/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.193 Epoch 46 Batch 378/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.175 Epoch 46 Batch 379/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.912, Loss: 0.215 Epoch 46 Batch 380/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.178 Epoch 46 Batch 381/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.210 Epoch 46 Batch 382/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.228 Epoch 46 Batch 383/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.923, Loss: 0.173 Epoch 46 Batch 384/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.177 Epoch 46 Batch 385/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.195 Epoch 46 Batch 386/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.924, Loss: 0.182 Epoch 46 Batch 387/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.181 Epoch 46 Batch 388/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.919, Loss: 0.180 Epoch 46 Batch 389/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.188 Epoch 46 Batch 390/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.217 Epoch 46 Batch 391/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.196 Epoch 46 Batch 392/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.194 Epoch 46 Batch 393/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.164 Epoch 46 Batch 394/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.206 Epoch 46 Batch 395/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.911, Loss: 0.159 Epoch 46 Batch 396/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.208 Epoch 46 Batch 397/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.211 Epoch 46 Batch 398/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.189 Epoch 46 Batch 399/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.914, Loss: 0.217 Epoch 46 Batch 400/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.209 Epoch 46 Batch 401/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.184 Epoch 46 Batch 402/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.182 Epoch 46 Batch 403/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.913, Loss: 0.216 Epoch 46 Batch 404/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.176 Epoch 46 Batch 405/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.214 Epoch 46 Batch 406/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.914, Loss: 0.175 Epoch 46 Batch 407/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.209 Epoch 46 Batch 408/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.196 Epoch 46 Batch 409/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.241 Epoch 46 Batch 410/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.915, Loss: 0.201 Epoch 46 Batch 411/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.175 Epoch 46 Batch 412/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.919, Loss: 0.177 Epoch 46 Batch 413/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.919, Loss: 0.184 Epoch 46 Batch 414/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.918, Loss: 0.202 Epoch 46 Batch 415/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.188 Epoch 46 Batch 416/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.189 Epoch 46 Batch 417/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.237 Epoch 46 Batch 418/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.910, Loss: 0.169 Epoch 46 Batch 419/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.915, Loss: 0.208 Epoch 46 Batch 420/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.187 Epoch 46 Batch 421/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.222 Epoch 46 Batch 422/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.168 Epoch 46 Batch 423/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.206 Epoch 46 Batch 424/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.912, Loss: 0.193 Epoch 46 Batch 425/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.171 Epoch 46 Batch 426/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.220 Epoch 46 Batch 427/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.176 Epoch 46 Batch 428/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.913, Loss: 0.181 Epoch 46 Batch 429/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.911, Loss: 0.178 Epoch 46 Batch 430/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.182 Epoch 46 Batch 431/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.182 Epoch 46 Batch 432/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.203 Epoch 46 Batch 433/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.913, Loss: 0.184 Epoch 46 Batch 434/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.200 Epoch 46 Batch 435/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.912, Loss: 0.208 Epoch 46 Batch 436/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.164 Epoch 46 Batch 437/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.177 Epoch 46 Batch 438/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.188 Epoch 46 Batch 439/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.919, Loss: 0.205 Epoch 46 Batch 440/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.919, Loss: 0.201 Epoch 46 Batch 441/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.922, Loss: 0.200 Epoch 46 Batch 442/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.922, Loss: 0.222 Epoch 46 Batch 443/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.194 Epoch 46 Batch 444/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.165 Epoch 46 Batch 445/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.186 Epoch 46 Batch 446/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.173 Epoch 46 Batch 447/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.192 Epoch 46 Batch 448/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.915, Loss: 0.227 Epoch 46 Batch 449/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.201 Epoch 46 Batch 450/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.191 Epoch 46 Batch 451/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.178 Epoch 46 Batch 452/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.199 Epoch 46 Batch 453/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.893, Loss: 0.175 Epoch 46 Batch 454/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.221 Epoch 46 Batch 455/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.200 Epoch 46 Batch 456/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.206 Epoch 46 Batch 457/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.168 Epoch 46 Batch 458/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.198 Epoch 46 Batch 459/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.177 Epoch 46 Batch 460/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.190 Epoch 46 Batch 461/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.184 Epoch 46 Batch 462/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.908, Loss: 0.181 Epoch 46 Batch 463/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.187 Epoch 46 Batch 464/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.908, Loss: 0.193 Epoch 46 Batch 465/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.223 Epoch 46 Batch 466/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.192 Epoch 46 Batch 467/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.908, Loss: 0.183 Epoch 46 Batch 468/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.176 Epoch 46 Batch 469/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.169 Epoch 46 Batch 470/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.189 Epoch 46 Batch 471/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.909, Loss: 0.181 Epoch 46 Batch 472/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.908, Loss: 0.170 Epoch 46 Batch 473/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.213 Epoch 46 Batch 474/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.188 Epoch 46 Batch 475/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.182 Epoch 46 Batch 476/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.197 Epoch 46 Batch 477/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.182 Epoch 46 Batch 478/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.184 Epoch 46 Batch 479/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.911, Loss: 0.210 Epoch 46 Batch 480/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.205 Epoch 46 Batch 481/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.910, Loss: 0.188 Epoch 46 Batch 482/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.197 Epoch 46 Batch 483/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.206 Epoch 46 Batch 484/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.919, Loss: 0.172 Epoch 46 Batch 485/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.201 Epoch 46 Batch 486/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.181 Epoch 46 Batch 487/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.915, Loss: 0.173 Epoch 46 Batch 488/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.192 Epoch 46 Batch 489/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.186 Epoch 46 Batch 490/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.198 Epoch 46 Batch 491/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.200 Epoch 46 Batch 492/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.230 Epoch 46 Batch 493/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.173 Epoch 46 Batch 494/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.160 Epoch 46 Batch 495/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.912, Loss: 0.187 Epoch 46 Batch 496/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.179 Epoch 46 Batch 497/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.195 Epoch 46 Batch 498/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.198 Epoch 46 Batch 499/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.168 Epoch 46 Batch 500/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.167 Epoch 46 Batch 501/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.177 Epoch 46 Batch 502/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.910, Loss: 0.193 Epoch 46 Batch 503/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.171 Epoch 46 Batch 504/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.199 Epoch 46 Batch 505/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.903, Loss: 0.151 Epoch 46 Batch 506/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.195 Epoch 46 Batch 507/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.903, Loss: 0.189 Epoch 46 Batch 508/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.181 Epoch 46 Batch 509/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.904, Loss: 0.200 Epoch 46 Batch 510/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.178 Epoch 46 Batch 511/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.184 Epoch 46 Batch 512/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.907, Loss: 0.182 Epoch 46 Batch 513/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.202 Epoch 46 Batch 514/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.910, Loss: 0.183 Epoch 46 Batch 515/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.195 Epoch 46 Batch 516/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.172 Epoch 46 Batch 517/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.190 Epoch 46 Batch 518/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.181 Epoch 46 Batch 519/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.183 Epoch 46 Batch 520/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.165 Epoch 46 Batch 521/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.919, Loss: 0.209 Epoch 46 Batch 522/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.916, Loss: 0.209 Epoch 46 Batch 523/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.184 Epoch 46 Batch 524/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.204 Epoch 46 Batch 525/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.924, Loss: 0.200 Epoch 46 Batch 526/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.924, Loss: 0.178 Epoch 46 Batch 527/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.196 Epoch 46 Batch 528/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.174 Epoch 46 Batch 529/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.195 Epoch 46 Batch 530/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.931, Loss: 0.192 Epoch 46 Batch 531/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.927, Loss: 0.184 Epoch 46 Batch 532/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.927, Loss: 0.227 Epoch 46 Batch 533/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.258 Epoch 46 Batch 534/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.196 Epoch 46 Batch 535/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.182 Epoch 46 Batch 536/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.166 Epoch 46 Batch 537/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.189 Epoch 46 Batch 538/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.160 Epoch 46 Batch 539/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.909, Loss: 0.215 Epoch 46 Batch 540/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.909, Loss: 0.174 Epoch 46 Batch 541/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.169 Epoch 46 Batch 542/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.181 Epoch 46 Batch 543/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.192 Epoch 46 Batch 544/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.176 Epoch 46 Batch 545/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.202 Epoch 46 Batch 546/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.210 Epoch 46 Batch 547/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.191 Epoch 46 Batch 548/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.219 Epoch 46 Batch 549/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.206 Epoch 46 Batch 550/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.205 Epoch 46 Batch 551/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.200 Epoch 46 Batch 552/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.193 Epoch 46 Batch 553/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.213 Epoch 46 Batch 554/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.184 Epoch 46 Batch 555/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.182 Epoch 46 Batch 556/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.184 Epoch 46 Batch 557/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.181 Epoch 46 Batch 558/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.188 Epoch 46 Batch 559/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.166 Epoch 46 Batch 560/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.170 Epoch 46 Batch 561/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.182 Epoch 46 Batch 562/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.169 Epoch 46 Batch 563/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.913, Loss: 0.226 Epoch 46 Batch 564/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.210 Epoch 46 Batch 565/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.185 Epoch 46 Batch 566/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.249 Epoch 46 Batch 567/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.175 Epoch 46 Batch 568/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.184 Epoch 46 Batch 569/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.214 Epoch 46 Batch 570/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.198 Epoch 46 Batch 571/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.164 Epoch 46 Batch 572/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.912, Loss: 0.170 Epoch 46 Batch 573/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.200 Epoch 46 Batch 574/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.198 Epoch 46 Batch 575/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.909, Loss: 0.201 Epoch 46 Batch 576/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.910, Loss: 0.177 Epoch 46 Batch 577/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.211 Epoch 46 Batch 578/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.217 Epoch 46 Batch 579/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.179 Epoch 46 Batch 580/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.160 Epoch 46 Batch 581/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.902, Loss: 0.168 Epoch 46 Batch 582/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.903, Loss: 0.191 Epoch 46 Batch 583/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.210 Epoch 46 Batch 584/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.184 Epoch 46 Batch 585/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.901, Loss: 0.161 Epoch 46 Batch 586/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.192 Epoch 46 Batch 587/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.190 Epoch 46 Batch 588/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.177 Epoch 46 Batch 589/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.902, Loss: 0.173 Epoch 46 Batch 590/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.902, Loss: 0.188 Epoch 46 Batch 591/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.184 Epoch 46 Batch 592/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.905, Loss: 0.202 Epoch 46 Batch 593/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.200 Epoch 46 Batch 594/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.195 Epoch 46 Batch 595/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.199 Epoch 46 Batch 596/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.910, Loss: 0.194 Epoch 46 Batch 597/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.195 Epoch 46 Batch 598/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.186 Epoch 46 Batch 599/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.910, Loss: 0.243 Epoch 46 Batch 600/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.186 Epoch 46 Batch 601/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.911, Loss: 0.193 Epoch 46 Batch 602/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.911, Loss: 0.207 Epoch 46 Batch 603/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.187 Epoch 46 Batch 604/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.202 Epoch 46 Batch 605/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.230 Epoch 46 Batch 606/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.171 Epoch 46 Batch 607/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.181 Epoch 46 Batch 608/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.196 Epoch 46 Batch 609/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.906, Loss: 0.200 Epoch 46 Batch 610/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.905, Loss: 0.195 Epoch 46 Batch 611/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.184 Epoch 46 Batch 612/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.905, Loss: 0.176 Epoch 46 Batch 613/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.204 Epoch 46 Batch 614/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.171 Epoch 46 Batch 615/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.176 Epoch 46 Batch 616/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.192 Epoch 46 Batch 617/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.199 Epoch 46 Batch 618/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.904, Loss: 0.192 Epoch 46 Batch 619/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.904, Loss: 0.184 Epoch 46 Batch 620/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.176 Epoch 46 Batch 621/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.197 Epoch 46 Batch 622/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.185 Epoch 46 Batch 623/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.912, Loss: 0.217 Epoch 46 Batch 624/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.187 Epoch 46 Batch 625/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.187 Epoch 46 Batch 626/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.190 Epoch 46 Batch 627/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.197 Epoch 46 Batch 628/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.202 Epoch 46 Batch 629/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.201 Epoch 46 Batch 630/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.193 Epoch 46 Batch 631/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.194 Epoch 46 Batch 632/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.177 Epoch 46 Batch 633/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.192 Epoch 46 Batch 634/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.153 Epoch 46 Batch 635/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.214 Epoch 46 Batch 636/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.180 Epoch 46 Batch 637/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.200 Epoch 46 Batch 638/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.906, Loss: 0.186 Epoch 46 Batch 639/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.208 Epoch 46 Batch 640/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.908, Loss: 0.170 Epoch 46 Batch 641/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.198 Epoch 46 Batch 642/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.912, Loss: 0.197 Epoch 46 Batch 643/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.179 Epoch 46 Batch 644/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.184 Epoch 46 Batch 645/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.188 Epoch 46 Batch 646/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.178 Epoch 46 Batch 647/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.198 Epoch 46 Batch 648/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.178 Epoch 46 Batch 649/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.180 Epoch 46 Batch 650/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.177 Epoch 46 Batch 651/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.198 Epoch 46 Batch 652/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.201 Epoch 46 Batch 653/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.218 Epoch 46 Batch 654/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.176 Epoch 46 Batch 655/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.197 Epoch 46 Batch 656/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.171 Epoch 46 Batch 657/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.207 Epoch 46 Batch 658/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.192 Epoch 46 Batch 659/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.188 Epoch 46 Batch 660/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.186 Epoch 46 Batch 661/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.153 Epoch 46 Batch 662/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.168 Epoch 46 Batch 663/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.198 Epoch 46 Batch 664/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.197 Epoch 46 Batch 665/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.199 Epoch 46 Batch 666/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.903, Loss: 0.185 Epoch 46 Batch 667/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.200 Epoch 46 Batch 668/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.178 Epoch 46 Batch 669/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.182 Epoch 46 Batch 670/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.184 Epoch 46 Batch 671/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.212 Epoch 46 Batch 672/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.191 Epoch 46 Batch 673/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.180 Epoch 46 Batch 674/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.908, Loss: 0.188 Epoch 46 Batch 675/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.221 Epoch 46 Batch 676/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.179 Epoch 46 Batch 677/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.909, Loss: 0.203 Epoch 46 Batch 678/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.171 Epoch 46 Batch 679/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.910, Loss: 0.212 Epoch 46 Batch 680/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.179 Epoch 46 Batch 681/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.205 Epoch 46 Batch 682/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.192 Epoch 46 Batch 683/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.187 Epoch 46 Batch 684/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.169 Epoch 46 Batch 685/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.195 Epoch 46 Batch 686/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.203 Epoch 46 Batch 687/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.205 Epoch 46 Batch 688/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.193 Epoch 46 Batch 689/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.904, Loss: 0.183 Epoch 46 Batch 690/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.183 Epoch 46 Batch 691/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.219 Epoch 46 Batch 692/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.907, Loss: 0.170 Epoch 46 Batch 693/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.907, Loss: 0.255 Epoch 46 Batch 694/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.181 Epoch 46 Batch 695/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.907, Loss: 0.183 Epoch 46 Batch 696/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.906, Loss: 0.202 Epoch 46 Batch 697/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.182 Epoch 46 Batch 698/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.182 Epoch 46 Batch 699/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.181 Epoch 46 Batch 700/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.158 Epoch 46 Batch 701/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.210 Epoch 46 Batch 702/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.216 Epoch 46 Batch 703/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.171 Epoch 46 Batch 704/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.216 Epoch 46 Batch 705/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.907, Loss: 0.193 Epoch 46 Batch 706/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.217 Epoch 46 Batch 707/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.186 Epoch 46 Batch 708/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.911, Loss: 0.196 Epoch 46 Batch 709/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.911, Loss: 0.207 Epoch 46 Batch 710/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.910, Loss: 0.161 Epoch 46 Batch 711/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.213 Epoch 46 Batch 712/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.906, Loss: 0.202 Epoch 46 Batch 713/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.904, Loss: 0.169 Epoch 46 Batch 714/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.192 Epoch 46 Batch 715/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.905, Loss: 0.211 Epoch 46 Batch 716/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.905, Loss: 0.167 Epoch 46 Batch 717/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.904, Loss: 0.171 Epoch 46 Batch 718/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.197 Epoch 46 Batch 719/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.907, Loss: 0.203 Epoch 46 Batch 720/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.906, Loss: 0.210 Epoch 46 Batch 721/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.177 Epoch 46 Batch 722/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.907, Loss: 0.186 Epoch 46 Batch 723/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.192 Epoch 46 Batch 724/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.207 Epoch 46 Batch 725/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.161 Epoch 46 Batch 726/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.188 Epoch 46 Batch 727/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.910, Loss: 0.166 Epoch 46 Batch 728/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.910, Loss: 0.208 Epoch 46 Batch 729/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.222 Epoch 46 Batch 730/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.197 Epoch 46 Batch 731/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.210 Epoch 46 Batch 732/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.186 Epoch 46 Batch 733/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.189 Epoch 46 Batch 734/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.191 Epoch 46 Batch 735/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.190 Epoch 46 Batch 736/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.179 Epoch 46 Batch 737/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.211 Epoch 46 Batch 738/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.177 Epoch 46 Batch 739/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.180 Epoch 46 Batch 740/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.905, Loss: 0.182 Epoch 46 Batch 741/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.905, Loss: 0.204 Epoch 46 Batch 742/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.181 Epoch 46 Batch 743/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.904, Loss: 0.195 Epoch 46 Batch 744/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.903, Loss: 0.175 Epoch 46 Batch 745/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.199 Epoch 46 Batch 746/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.912, Loss: 0.176 Epoch 46 Batch 747/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.162 Epoch 46 Batch 748/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.180 Epoch 46 Batch 749/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.190 Epoch 46 Batch 750/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.198 Epoch 46 Batch 751/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.201 Epoch 46 Batch 752/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.173 Epoch 46 Batch 753/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.910, Loss: 0.181 Epoch 46 Batch 754/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.910, Loss: 0.197 Epoch 46 Batch 755/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.188 Epoch 46 Batch 756/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.181 Epoch 46 Batch 757/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.202 Epoch 46 Batch 758/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.902, Loss: 0.174 Epoch 46 Batch 759/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.150 Epoch 46 Batch 760/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.177 Epoch 46 Batch 761/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.211 Epoch 46 Batch 762/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.912, Loss: 0.169 Epoch 46 Batch 763/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.180 Epoch 46 Batch 764/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.174 Epoch 46 Batch 765/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.915, Loss: 0.183 Epoch 46 Batch 766/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.207 Epoch 46 Batch 767/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.915, Loss: 0.189 Epoch 46 Batch 768/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.168 Epoch 46 Batch 769/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.181 Epoch 46 Batch 770/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.191 Epoch 46 Batch 771/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.190 Epoch 46 Batch 772/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.909, Loss: 0.179 Epoch 46 Batch 773/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.910, Loss: 0.174 Epoch 46 Batch 774/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.190 Epoch 46 Batch 775/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.191 Epoch 46 Batch 776/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.166 Epoch 46 Batch 777/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.905, Loss: 0.199 Epoch 46 Batch 778/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.904, Loss: 0.186 Epoch 46 Batch 779/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.224 Epoch 46 Batch 780/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.905, Loss: 0.221 Epoch 46 Batch 781/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.903, Loss: 0.165 Epoch 46 Batch 782/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.900, Loss: 0.186 Epoch 46 Batch 783/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.219 Epoch 46 Batch 784/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.902, Loss: 0.180 Epoch 46 Batch 785/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.902, Loss: 0.183 Epoch 46 Batch 786/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.198 Epoch 46 Batch 787/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.172 Epoch 46 Batch 788/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.171 Epoch 46 Batch 789/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.197 Epoch 46 Batch 790/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.906, Loss: 0.220 Epoch 46 Batch 791/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.189 Epoch 46 Batch 792/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.189 Epoch 46 Batch 793/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.908, Loss: 0.194 Epoch 46 Batch 794/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.172 Epoch 46 Batch 795/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.201 Epoch 46 Batch 796/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.905, Loss: 0.192 Epoch 46 Batch 797/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.906, Loss: 0.178 Epoch 46 Batch 798/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.196 Epoch 46 Batch 799/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.195 Epoch 46 Batch 800/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.904, Loss: 0.176 Epoch 46 Batch 801/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.213 Epoch 46 Batch 802/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.200 Epoch 46 Batch 803/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.196 Epoch 46 Batch 804/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.179 Epoch 46 Batch 805/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.196 Epoch 46 Batch 806/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.175 Epoch 46 Batch 807/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.156 Epoch 46 Batch 808/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.913, Loss: 0.204 Epoch 46 Batch 809/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.215 Epoch 46 Batch 810/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.182 Epoch 46 Batch 811/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.169 Epoch 46 Batch 812/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.197 Epoch 46 Batch 813/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.169 Epoch 46 Batch 814/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.194 Epoch 46 Batch 815/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.179 Epoch 46 Batch 816/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.909, Loss: 0.196 Epoch 46 Batch 817/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.201 Epoch 46 Batch 818/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.192 Epoch 46 Batch 819/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.179 Epoch 46 Batch 820/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.909, Loss: 0.192 Epoch 46 Batch 821/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.905, Loss: 0.177 Epoch 46 Batch 822/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.905, Loss: 0.199 Epoch 46 Batch 823/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.185 Epoch 46 Batch 824/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.177 Epoch 46 Batch 825/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.909, Loss: 0.169 Epoch 46 Batch 826/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.185 Epoch 46 Batch 827/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.194 Epoch 46 Batch 828/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.172 Epoch 46 Batch 829/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.909, Loss: 0.200 Epoch 46 Batch 830/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.211 Epoch 46 Batch 831/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.904, Loss: 0.188 Epoch 46 Batch 832/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.182 Epoch 46 Batch 833/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.203 Epoch 46 Batch 834/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.905, Loss: 0.208 Epoch 46 Batch 835/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.194 Epoch 46 Batch 836/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.186 Epoch 46 Batch 837/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.905, Loss: 0.212 Epoch 46 Batch 838/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.905, Loss: 0.186 Epoch 46 Batch 839/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.165 Epoch 46 Batch 840/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.904, Loss: 0.178 Epoch 46 Batch 841/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.904, Loss: 0.202 Epoch 46 Batch 842/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.170 Epoch 46 Batch 843/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.177 Epoch 46 Batch 844/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.905, Loss: 0.168 Epoch 46 Batch 845/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.910, Loss: 0.168 Epoch 46 Batch 846/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.910, Loss: 0.208 Epoch 46 Batch 847/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.205 Epoch 46 Batch 848/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.909, Loss: 0.192 Epoch 46 Batch 849/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.180 Epoch 46 Batch 850/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.198 Epoch 46 Batch 851/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.198 Epoch 46 Batch 852/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.212 Epoch 46 Batch 853/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.906, Loss: 0.180 Epoch 46 Batch 854/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.203 Epoch 46 Batch 855/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.204 Epoch 46 Batch 856/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.189 Epoch 46 Batch 857/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.179 Epoch 46 Batch 858/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.169 Epoch 46 Batch 859/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.190 Epoch 46 Batch 860/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.182 Epoch 46 Batch 861/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.904, Loss: 0.205 Epoch 46 Batch 862/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.904, Loss: 0.190 Epoch 46 Batch 863/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.160 Epoch 46 Batch 864/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.909, Loss: 0.185 Epoch 46 Batch 865/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.186 Epoch 46 Batch 866/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.203 Epoch 46 Batch 867/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.914, Loss: 0.249 Epoch 46 Batch 868/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.194 Epoch 46 Batch 869/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.190 Epoch 46 Batch 870/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.910, Loss: 0.205 Epoch 46 Batch 871/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.910, Loss: 0.170 Epoch 46 Batch 872/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.181 Epoch 46 Batch 873/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.207 Epoch 46 Batch 874/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.911, Loss: 0.194 Epoch 46 Batch 875/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.189 Epoch 46 Batch 876/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.181 Epoch 46 Batch 877/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.172 Epoch 46 Batch 878/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.181 Epoch 46 Batch 879/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.188 Epoch 46 Batch 880/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.196 Epoch 46 Batch 881/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.911, Loss: 0.208 Epoch 46 Batch 882/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.211 Epoch 46 Batch 883/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.228 Epoch 46 Batch 884/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.912, Loss: 0.172 Epoch 46 Batch 885/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.912, Loss: 0.150 Epoch 46 Batch 886/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.912, Loss: 0.198 Epoch 46 Batch 887/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.215 Epoch 46 Batch 888/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.167 Epoch 46 Batch 889/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.188 Epoch 46 Batch 890/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.179 Epoch 46 Batch 891/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.191 Epoch 46 Batch 892/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.173 Epoch 46 Batch 893/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.915, Loss: 0.192 Epoch 46 Batch 894/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.915, Loss: 0.185 Epoch 46 Batch 895/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.177 Epoch 46 Batch 896/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.204 Epoch 46 Batch 897/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.191 Epoch 46 Batch 898/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.167 Epoch 46 Batch 899/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.188 Epoch 46 Batch 900/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.202 Epoch 46 Batch 901/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.239 Epoch 46 Batch 902/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.920, Loss: 0.205 Epoch 46 Batch 903/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.174 Epoch 46 Batch 904/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.176 Epoch 46 Batch 905/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.177 Epoch 46 Batch 906/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.168 Epoch 46 Batch 907/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.174 Epoch 46 Batch 908/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.196 Epoch 46 Batch 909/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.189 Epoch 46 Batch 910/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.173 Epoch 46 Batch 911/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.191 Epoch 46 Batch 912/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.176 Epoch 46 Batch 913/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.225 Epoch 46 Batch 914/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.198 Epoch 46 Batch 915/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.908, Loss: 0.192 Epoch 46 Batch 916/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.198 Epoch 46 Batch 917/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.184 Epoch 46 Batch 918/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.170 Epoch 46 Batch 919/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.183 Epoch 46 Batch 920/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.908, Loss: 0.199 Epoch 46 Batch 921/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.186 Epoch 46 Batch 922/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.201 Epoch 46 Batch 923/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.908, Loss: 0.183 Epoch 46 Batch 924/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.908, Loss: 0.227 Epoch 46 Batch 925/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.164 Epoch 46 Batch 926/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.908, Loss: 0.198 Epoch 46 Batch 927/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.213 Epoch 46 Batch 928/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.172 Epoch 46 Batch 929/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.908, Loss: 0.196 Epoch 46 Batch 930/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.174 Epoch 46 Batch 931/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.188 Epoch 46 Batch 932/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.173 Epoch 46 Batch 933/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.203 Epoch 46 Batch 934/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.910, Loss: 0.203 Epoch 46 Batch 935/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.910, Loss: 0.207 Epoch 46 Batch 936/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.195 Epoch 46 Batch 937/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.226 Epoch 46 Batch 938/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.214 Epoch 46 Batch 939/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.214 Epoch 46 Batch 940/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.163 Epoch 46 Batch 941/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.186 Epoch 46 Batch 942/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.191 Epoch 46 Batch 943/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.191 Epoch 46 Batch 944/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.176 Epoch 46 Batch 945/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.900, Loss: 0.182 Epoch 46 Batch 946/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.904, Loss: 0.173 Epoch 46 Batch 947/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.904, Loss: 0.204 Epoch 46 Batch 948/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.194 Epoch 46 Batch 949/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.905, Loss: 0.162 Epoch 46 Batch 950/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.171 Epoch 46 Batch 951/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.180 Epoch 46 Batch 952/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.908, Loss: 0.175 Epoch 46 Batch 953/1077 - Train Accuracy: 0.969, Validation Accuracy: 0.908, Loss: 0.179 Epoch 46 Batch 954/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.205 Epoch 46 Batch 955/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.199 Epoch 46 Batch 956/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.911, Loss: 0.201 Epoch 46 Batch 957/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.905, Loss: 0.182 Epoch 46 Batch 958/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.178 Epoch 46 Batch 959/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.905, Loss: 0.194 Epoch 46 Batch 960/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.171 Epoch 46 Batch 961/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.902, Loss: 0.200 Epoch 46 Batch 962/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.189 Epoch 46 Batch 963/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.205 Epoch 46 Batch 964/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.901, Loss: 0.176 Epoch 46 Batch 965/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.202 Epoch 46 Batch 966/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.154 Epoch 46 Batch 967/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.898, Loss: 0.195 Epoch 46 Batch 968/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.895, Loss: 0.231 Epoch 46 Batch 969/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.234 Epoch 46 Batch 970/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.895, Loss: 0.216 Epoch 46 Batch 971/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.895, Loss: 0.183 Epoch 46 Batch 972/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.895, Loss: 0.193 Epoch 46 Batch 973/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.895, Loss: 0.162 Epoch 46 Batch 974/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.174 Epoch 46 Batch 975/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.198 Epoch 46 Batch 976/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.162 Epoch 46 Batch 977/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.163 Epoch 46 Batch 978/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.187 Epoch 46 Batch 979/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.183 Epoch 46 Batch 980/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.203 Epoch 46 Batch 981/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.190 Epoch 46 Batch 982/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.903, Loss: 0.182 Epoch 46 Batch 983/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.226 Epoch 46 Batch 984/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.911, Loss: 0.208 Epoch 46 Batch 985/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.908, Loss: 0.181 Epoch 46 Batch 986/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.193 Epoch 46 Batch 987/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.908, Loss: 0.168 Epoch 46 Batch 988/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.208 Epoch 46 Batch 989/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.211 Epoch 46 Batch 990/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.202 Epoch 46 Batch 991/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.182 Epoch 46 Batch 992/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.908, Loss: 0.184 Epoch 46 Batch 993/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.910, Loss: 0.168 Epoch 46 Batch 994/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.197 Epoch 46 Batch 995/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.181 Epoch 46 Batch 996/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.182 Epoch 46 Batch 997/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.200 Epoch 46 Batch 998/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.905, Loss: 0.176 Epoch 46 Batch 999/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.171 Epoch 46 Batch 1000/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.907, Loss: 0.175 Epoch 46 Batch 1001/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.903, Loss: 0.151 Epoch 46 Batch 1002/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.901, Loss: 0.156 Epoch 46 Batch 1003/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.902, Loss: 0.195 Epoch 46 Batch 1004/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.193 Epoch 46 Batch 1005/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.191 Epoch 46 Batch 1006/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.165 Epoch 46 Batch 1007/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.903, Loss: 0.177 Epoch 46 Batch 1008/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.213 Epoch 46 Batch 1009/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.903, Loss: 0.162 Epoch 46 Batch 1010/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.903, Loss: 0.158 Epoch 46 Batch 1011/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.903, Loss: 0.176 Epoch 46 Batch 1012/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.903, Loss: 0.159 Epoch 46 Batch 1013/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.174 Epoch 46 Batch 1014/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.175 Epoch 46 Batch 1015/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.215 Epoch 46 Batch 1016/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.902, Loss: 0.201 Epoch 46 Batch 1017/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.176 Epoch 46 Batch 1018/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.189 Epoch 46 Batch 1019/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.905, Loss: 0.249 Epoch 46 Batch 1020/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.906, Loss: 0.171 Epoch 46 Batch 1021/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.177 Epoch 46 Batch 1022/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.188 Epoch 46 Batch 1023/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.173 Epoch 46 Batch 1024/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.913, Loss: 0.218 Epoch 46 Batch 1025/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.913, Loss: 0.180 Epoch 46 Batch 1026/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.202 Epoch 46 Batch 1027/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.904, Loss: 0.198 Epoch 46 Batch 1028/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.169 Epoch 46 Batch 1029/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.900, Loss: 0.196 Epoch 46 Batch 1030/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.194 Epoch 46 Batch 1031/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.200 Epoch 46 Batch 1032/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.905, Loss: 0.191 Epoch 46 Batch 1033/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.905, Loss: 0.184 Epoch 46 Batch 1034/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.905, Loss: 0.192 Epoch 46 Batch 1035/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.903, Loss: 0.160 Epoch 46 Batch 1036/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.216 Epoch 46 Batch 1037/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.211 Epoch 46 Batch 1038/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.901, Loss: 0.195 Epoch 46 Batch 1039/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.199 Epoch 46 Batch 1040/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.188 Epoch 46 Batch 1041/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.202 Epoch 46 Batch 1042/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.181 Epoch 46 Batch 1043/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.181 Epoch 46 Batch 1044/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.206 Epoch 46 Batch 1045/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.201 Epoch 46 Batch 1046/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.163 Epoch 46 Batch 1047/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.912, Loss: 0.187 Epoch 46 Batch 1048/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.180 Epoch 46 Batch 1049/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.206 Epoch 46 Batch 1050/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.909, Loss: 0.179 Epoch 46 Batch 1051/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.190 Epoch 46 Batch 1052/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.173 Epoch 46 Batch 1053/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.183 Epoch 46 Batch 1054/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.191 Epoch 46 Batch 1055/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.194 Epoch 46 Batch 1056/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.171 Epoch 46 Batch 1057/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.912, Loss: 0.205 Epoch 46 Batch 1058/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.186 Epoch 46 Batch 1059/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.907, Loss: 0.213 Epoch 46 Batch 1060/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.187 Epoch 46 Batch 1061/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.907, Loss: 0.218 Epoch 46 Batch 1062/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.183 Epoch 46 Batch 1063/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.199 Epoch 46 Batch 1064/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.186 Epoch 46 Batch 1065/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.173 Epoch 46 Batch 1066/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.167 Epoch 46 Batch 1067/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.210 Epoch 46 Batch 1068/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.181 Epoch 46 Batch 1069/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.163 Epoch 46 Batch 1070/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.188 Epoch 46 Batch 1071/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.176 Epoch 46 Batch 1072/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.184 Epoch 46 Batch 1073/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.221 Epoch 46 Batch 1074/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.220 Epoch 46 Batch 1075/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.917, Loss: 0.196 Epoch 47 Batch 0/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.170 Epoch 47 Batch 1/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.917, Loss: 0.160 Epoch 47 Batch 2/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.917, Loss: 0.197 Epoch 47 Batch 3/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.917, Loss: 0.179 Epoch 47 Batch 4/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.191 Epoch 47 Batch 5/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.212 Epoch 47 Batch 6/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.181 Epoch 47 Batch 7/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.177 Epoch 47 Batch 8/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.177 Epoch 47 Batch 9/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.185 Epoch 47 Batch 10/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.187 Epoch 47 Batch 11/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.926, Loss: 0.202 Epoch 47 Batch 12/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.216 Epoch 47 Batch 13/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.915, Loss: 0.197 Epoch 47 Batch 14/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.156 Epoch 47 Batch 15/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.913, Loss: 0.185 Epoch 47 Batch 16/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.173 Epoch 47 Batch 17/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.171 Epoch 47 Batch 18/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.204 Epoch 47 Batch 19/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.191 Epoch 47 Batch 20/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.178 Epoch 47 Batch 21/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.220 Epoch 47 Batch 22/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.199 Epoch 47 Batch 23/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.182 Epoch 47 Batch 24/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.198 Epoch 47 Batch 25/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.908, Loss: 0.173 Epoch 47 Batch 26/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.908, Loss: 0.210 Epoch 47 Batch 27/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.908, Loss: 0.167 Epoch 47 Batch 28/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.907, Loss: 0.181 Epoch 47 Batch 29/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.165 Epoch 47 Batch 30/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.187 Epoch 47 Batch 31/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.187 Epoch 47 Batch 32/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.190 Epoch 47 Batch 33/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.162 Epoch 47 Batch 34/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.184 Epoch 47 Batch 35/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.165 Epoch 47 Batch 36/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.189 Epoch 47 Batch 37/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.168 Epoch 47 Batch 38/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.214 Epoch 47 Batch 39/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.214 Epoch 47 Batch 40/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.182 Epoch 47 Batch 41/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.170 Epoch 47 Batch 42/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.917, Loss: 0.183 Epoch 47 Batch 43/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.167 Epoch 47 Batch 44/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.179 Epoch 47 Batch 45/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.916, Loss: 0.209 Epoch 47 Batch 46/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.191 Epoch 47 Batch 47/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.918, Loss: 0.198 Epoch 47 Batch 48/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.918, Loss: 0.215 Epoch 47 Batch 49/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.202 Epoch 47 Batch 50/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.917, Loss: 0.195 Epoch 47 Batch 51/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.178 Epoch 47 Batch 52/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.916, Loss: 0.203 Epoch 47 Batch 53/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.186 Epoch 47 Batch 54/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.223 Epoch 47 Batch 55/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.195 Epoch 47 Batch 56/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.175 Epoch 47 Batch 57/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.154 Epoch 47 Batch 58/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.910, Loss: 0.171 Epoch 47 Batch 59/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.906, Loss: 0.191 Epoch 47 Batch 60/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.172 Epoch 47 Batch 61/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.198 Epoch 47 Batch 62/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.187 Epoch 47 Batch 63/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.912, Loss: 0.169 Epoch 47 Batch 64/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.175 Epoch 47 Batch 65/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.176 Epoch 47 Batch 66/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.161 Epoch 47 Batch 67/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.175 Epoch 47 Batch 68/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.201 Epoch 47 Batch 69/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.913, Loss: 0.207 Epoch 47 Batch 70/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.921, Loss: 0.200 Epoch 47 Batch 71/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.173 Epoch 47 Batch 72/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.182 Epoch 47 Batch 73/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.198 Epoch 47 Batch 74/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.160 Epoch 47 Batch 75/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.221 Epoch 47 Batch 76/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.180 Epoch 47 Batch 77/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.922, Loss: 0.187 Epoch 47 Batch 78/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.923, Loss: 0.198 Epoch 47 Batch 79/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.181 Epoch 47 Batch 80/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.190 Epoch 47 Batch 81/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.166 Epoch 47 Batch 82/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.157 Epoch 47 Batch 83/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.190 Epoch 47 Batch 84/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.198 Epoch 47 Batch 85/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.172 Epoch 47 Batch 86/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.175 Epoch 47 Batch 87/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.913, Loss: 0.211 Epoch 47 Batch 88/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.908, Loss: 0.216 Epoch 47 Batch 89/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.179 Epoch 47 Batch 90/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.187 Epoch 47 Batch 91/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.171 Epoch 47 Batch 92/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.186 Epoch 47 Batch 93/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.185 Epoch 47 Batch 94/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.913, Loss: 0.168 Epoch 47 Batch 95/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.220 Epoch 47 Batch 96/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.914, Loss: 0.178 Epoch 47 Batch 97/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.913, Loss: 0.182 Epoch 47 Batch 98/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.183 Epoch 47 Batch 99/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.219 Epoch 47 Batch 100/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.177 Epoch 47 Batch 101/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.178 Epoch 47 Batch 102/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.171 Epoch 47 Batch 103/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.208 Epoch 47 Batch 104/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.180 Epoch 47 Batch 105/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.182 Epoch 47 Batch 106/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.216 Epoch 47 Batch 107/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.174 Epoch 47 Batch 108/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.165 Epoch 47 Batch 109/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.171 Epoch 47 Batch 110/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.159 Epoch 47 Batch 111/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.160 Epoch 47 Batch 112/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.173 Epoch 47 Batch 113/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.195 Epoch 47 Batch 114/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.170 Epoch 47 Batch 115/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.204 Epoch 47 Batch 116/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.915, Loss: 0.201 Epoch 47 Batch 117/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.196 Epoch 47 Batch 118/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.917, Loss: 0.205 Epoch 47 Batch 119/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.192 Epoch 47 Batch 120/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.213 Epoch 47 Batch 121/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.179 Epoch 47 Batch 122/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.195 Epoch 47 Batch 123/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.161 Epoch 47 Batch 124/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.211 Epoch 47 Batch 125/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.185 Epoch 47 Batch 126/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.161 Epoch 47 Batch 127/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.184 Epoch 47 Batch 128/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.908, Loss: 0.181 Epoch 47 Batch 129/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.908, Loss: 0.193 Epoch 47 Batch 130/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.163 Epoch 47 Batch 131/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.178 Epoch 47 Batch 132/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.196 Epoch 47 Batch 133/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.179 Epoch 47 Batch 134/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.179 Epoch 47 Batch 135/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.905, Loss: 0.211 Epoch 47 Batch 136/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.905, Loss: 0.174 Epoch 47 Batch 137/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.161 Epoch 47 Batch 138/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.185 Epoch 47 Batch 139/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.198 Epoch 47 Batch 140/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.180 Epoch 47 Batch 141/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.186 Epoch 47 Batch 142/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.177 Epoch 47 Batch 143/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.912, Loss: 0.201 Epoch 47 Batch 144/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.196 Epoch 47 Batch 145/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.214 Epoch 47 Batch 146/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.237 Epoch 47 Batch 147/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.917, Loss: 0.188 Epoch 47 Batch 148/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.179 Epoch 47 Batch 149/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.200 Epoch 47 Batch 150/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.170 Epoch 47 Batch 151/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.152 Epoch 47 Batch 152/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.203 Epoch 47 Batch 153/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.221 Epoch 47 Batch 154/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.189 Epoch 47 Batch 155/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.173 Epoch 47 Batch 156/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.173 Epoch 47 Batch 157/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.199 Epoch 47 Batch 158/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.195 Epoch 47 Batch 159/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.168 Epoch 47 Batch 160/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.179 Epoch 47 Batch 161/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.181 Epoch 47 Batch 162/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.214 Epoch 47 Batch 163/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.223 Epoch 47 Batch 164/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.196 Epoch 47 Batch 165/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.165 Epoch 47 Batch 166/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.203 Epoch 47 Batch 167/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.166 Epoch 47 Batch 168/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.215 Epoch 47 Batch 169/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.190 Epoch 47 Batch 170/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.913, Loss: 0.182 Epoch 47 Batch 171/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.913, Loss: 0.168 Epoch 47 Batch 172/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.911, Loss: 0.180 Epoch 47 Batch 173/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.911, Loss: 0.197 Epoch 47 Batch 174/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.166 Epoch 47 Batch 175/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.183 Epoch 47 Batch 176/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.185 Epoch 47 Batch 177/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.908, Loss: 0.199 Epoch 47 Batch 178/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.176 Epoch 47 Batch 179/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.191 Epoch 47 Batch 180/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.166 Epoch 47 Batch 181/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.211 Epoch 47 Batch 182/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.907, Loss: 0.193 Epoch 47 Batch 183/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.916, Loss: 0.201 Epoch 47 Batch 184/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.914, Loss: 0.167 Epoch 47 Batch 185/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.181 Epoch 47 Batch 186/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.180 Epoch 47 Batch 187/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.168 Epoch 47 Batch 188/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.918, Loss: 0.189 Epoch 47 Batch 189/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.182 Epoch 47 Batch 190/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.180 Epoch 47 Batch 191/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.151 Epoch 47 Batch 192/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.200 Epoch 47 Batch 193/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.188 Epoch 47 Batch 194/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.157 Epoch 47 Batch 195/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.179 Epoch 47 Batch 196/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.918, Loss: 0.185 Epoch 47 Batch 197/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.179 Epoch 47 Batch 198/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.192 Epoch 47 Batch 199/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.180 Epoch 47 Batch 200/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.175 Epoch 47 Batch 201/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.155 Epoch 47 Batch 202/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.194 Epoch 47 Batch 203/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.909, Loss: 0.183 Epoch 47 Batch 204/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.908, Loss: 0.243 Epoch 47 Batch 205/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.190 Epoch 47 Batch 206/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.904, Loss: 0.188 Epoch 47 Batch 207/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.906, Loss: 0.183 Epoch 47 Batch 208/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.223 Epoch 47 Batch 209/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.910, Loss: 0.143 Epoch 47 Batch 210/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.179 Epoch 47 Batch 211/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.913, Loss: 0.172 Epoch 47 Batch 212/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.158 Epoch 47 Batch 213/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.908, Loss: 0.172 Epoch 47 Batch 214/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.176 Epoch 47 Batch 215/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.908, Loss: 0.195 Epoch 47 Batch 216/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.200 Epoch 47 Batch 217/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.162 Epoch 47 Batch 218/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.208 Epoch 47 Batch 219/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.170 Epoch 47 Batch 220/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.173 Epoch 47 Batch 221/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.907, Loss: 0.192 Epoch 47 Batch 222/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.908, Loss: 0.176 Epoch 47 Batch 223/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.912, Loss: 0.168 Epoch 47 Batch 224/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.203 Epoch 47 Batch 225/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.217 Epoch 47 Batch 226/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.186 Epoch 47 Batch 227/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.911, Loss: 0.237 Epoch 47 Batch 228/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.184 Epoch 47 Batch 229/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.185 Epoch 47 Batch 230/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.180 Epoch 47 Batch 231/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.193 Epoch 47 Batch 232/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.181 Epoch 47 Batch 233/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.213 Epoch 47 Batch 234/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.911, Loss: 0.206 Epoch 47 Batch 235/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.187 Epoch 47 Batch 236/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.198 Epoch 47 Batch 237/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.173 Epoch 47 Batch 238/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.192 Epoch 47 Batch 239/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.907, Loss: 0.153 Epoch 47 Batch 240/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.907, Loss: 0.187 Epoch 47 Batch 241/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.182 Epoch 47 Batch 242/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.154 Epoch 47 Batch 243/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.912, Loss: 0.190 Epoch 47 Batch 244/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.198 Epoch 47 Batch 245/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.179 Epoch 47 Batch 246/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.173 Epoch 47 Batch 247/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.912, Loss: 0.176 Epoch 47 Batch 248/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.178 Epoch 47 Batch 249/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.174 Epoch 47 Batch 250/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.913, Loss: 0.192 Epoch 47 Batch 251/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.188 Epoch 47 Batch 252/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.177 Epoch 47 Batch 253/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.912, Loss: 0.190 Epoch 47 Batch 254/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.189 Epoch 47 Batch 255/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.188 Epoch 47 Batch 256/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.911, Loss: 0.220 Epoch 47 Batch 257/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.176 Epoch 47 Batch 258/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.911, Loss: 0.182 Epoch 47 Batch 259/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.168 Epoch 47 Batch 260/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.153 Epoch 47 Batch 261/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.168 Epoch 47 Batch 262/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.171 Epoch 47 Batch 263/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.919, Loss: 0.178 Epoch 47 Batch 264/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.205 Epoch 47 Batch 265/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.176 Epoch 47 Batch 266/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.179 Epoch 47 Batch 267/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.916, Loss: 0.169 Epoch 47 Batch 268/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.183 Epoch 47 Batch 269/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.916, Loss: 0.220 Epoch 47 Batch 270/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.214 Epoch 47 Batch 271/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.172 Epoch 47 Batch 272/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.912, Loss: 0.240 Epoch 47 Batch 273/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.188 Epoch 47 Batch 274/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.190 Epoch 47 Batch 275/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.191 Epoch 47 Batch 276/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.218 Epoch 47 Batch 277/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.904, Loss: 0.170 Epoch 47 Batch 278/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.210 Epoch 47 Batch 279/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.210 Epoch 47 Batch 280/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.182 Epoch 47 Batch 281/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.200 Epoch 47 Batch 282/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.893, Loss: 0.229 Epoch 47 Batch 283/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.896, Loss: 0.200 Epoch 47 Batch 284/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.208 Epoch 47 Batch 285/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.185 Epoch 47 Batch 286/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.179 Epoch 47 Batch 287/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.183 Epoch 47 Batch 288/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.196 Epoch 47 Batch 289/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.189 Epoch 47 Batch 290/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.914, Loss: 0.217 Epoch 47 Batch 291/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.227 Epoch 47 Batch 292/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.182 Epoch 47 Batch 293/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.198 Epoch 47 Batch 294/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.195 Epoch 47 Batch 295/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.204 Epoch 47 Batch 296/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.915, Loss: 0.187 Epoch 47 Batch 297/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.915, Loss: 0.219 Epoch 47 Batch 298/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.199 Epoch 47 Batch 299/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.186 Epoch 47 Batch 300/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.911, Loss: 0.179 Epoch 47 Batch 301/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.174 Epoch 47 Batch 302/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.163 Epoch 47 Batch 303/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.205 Epoch 47 Batch 304/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.910, Loss: 0.182 Epoch 47 Batch 305/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.910, Loss: 0.192 Epoch 47 Batch 306/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.205 Epoch 47 Batch 307/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.172 Epoch 47 Batch 308/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.191 Epoch 47 Batch 309/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.910, Loss: 0.169 Epoch 47 Batch 310/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.195 Epoch 47 Batch 311/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.172 Epoch 47 Batch 312/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.914, Loss: 0.227 Epoch 47 Batch 313/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.164 Epoch 47 Batch 314/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.202 Epoch 47 Batch 315/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.909, Loss: 0.186 Epoch 47 Batch 316/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.170 Epoch 47 Batch 317/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.909, Loss: 0.215 Epoch 47 Batch 318/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.170 Epoch 47 Batch 319/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.908, Loss: 0.194 Epoch 47 Batch 320/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.195 Epoch 47 Batch 321/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.905, Loss: 0.209 Epoch 47 Batch 322/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.905, Loss: 0.169 Epoch 47 Batch 323/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.192 Epoch 47 Batch 324/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.171 Epoch 47 Batch 325/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.184 Epoch 47 Batch 326/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.898, Loss: 0.182 Epoch 47 Batch 327/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.223 Epoch 47 Batch 328/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.215 Epoch 47 Batch 329/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.911, Loss: 0.189 Epoch 47 Batch 330/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.910, Loss: 0.200 Epoch 47 Batch 331/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.192 Epoch 47 Batch 332/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.157 Epoch 47 Batch 333/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.911, Loss: 0.168 Epoch 47 Batch 334/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.911, Loss: 0.179 Epoch 47 Batch 335/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.183 Epoch 47 Batch 336/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.228 Epoch 47 Batch 337/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.219 Epoch 47 Batch 338/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.227 Epoch 47 Batch 339/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.173 Epoch 47 Batch 340/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.915, Loss: 0.177 Epoch 47 Batch 341/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.917, Loss: 0.238 Epoch 47 Batch 342/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.173 Epoch 47 Batch 343/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.193 Epoch 47 Batch 344/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.180 Epoch 47 Batch 345/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.180 Epoch 47 Batch 346/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.200 Epoch 47 Batch 347/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.171 Epoch 47 Batch 348/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.167 Epoch 47 Batch 349/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.911, Loss: 0.197 Epoch 47 Batch 350/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.905, Loss: 0.186 Epoch 47 Batch 351/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.905, Loss: 0.189 Epoch 47 Batch 352/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.185 Epoch 47 Batch 353/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.201 Epoch 47 Batch 354/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.901, Loss: 0.209 Epoch 47 Batch 355/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.200 Epoch 47 Batch 356/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.188 Epoch 47 Batch 357/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.204 Epoch 47 Batch 358/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.914, Loss: 0.206 Epoch 47 Batch 359/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.197 Epoch 47 Batch 360/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.902, Loss: 0.186 Epoch 47 Batch 361/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.200 Epoch 47 Batch 362/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.211 Epoch 47 Batch 363/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.202 Epoch 47 Batch 364/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.908, Loss: 0.216 Epoch 47 Batch 365/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.907, Loss: 0.155 Epoch 47 Batch 366/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.179 Epoch 47 Batch 367/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.163 Epoch 47 Batch 368/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.909, Loss: 0.201 Epoch 47 Batch 369/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.176 Epoch 47 Batch 370/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.195 Epoch 47 Batch 371/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.189 Epoch 47 Batch 372/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.167 Epoch 47 Batch 373/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.157 Epoch 47 Batch 374/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.914, Loss: 0.217 Epoch 47 Batch 375/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.189 Epoch 47 Batch 376/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.181 Epoch 47 Batch 377/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.182 Epoch 47 Batch 378/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.157 Epoch 47 Batch 379/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.911, Loss: 0.210 Epoch 47 Batch 380/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.180 Epoch 47 Batch 381/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.908, Loss: 0.206 Epoch 47 Batch 382/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.908, Loss: 0.224 Epoch 47 Batch 383/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.180 Epoch 47 Batch 384/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.196 Epoch 47 Batch 385/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.918, Loss: 0.177 Epoch 47 Batch 386/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.917, Loss: 0.189 Epoch 47 Batch 387/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.170 Epoch 47 Batch 388/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.177 Epoch 47 Batch 389/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.187 Epoch 47 Batch 390/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.920, Loss: 0.215 Epoch 47 Batch 391/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.918, Loss: 0.181 Epoch 47 Batch 392/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.920, Loss: 0.222 Epoch 47 Batch 393/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.177 Epoch 47 Batch 394/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.927, Loss: 0.195 Epoch 47 Batch 395/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.158 Epoch 47 Batch 396/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.914, Loss: 0.214 Epoch 47 Batch 397/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.198 Epoch 47 Batch 398/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.182 Epoch 47 Batch 399/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.917, Loss: 0.212 Epoch 47 Batch 400/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.211 Epoch 47 Batch 401/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.180 Epoch 47 Batch 402/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.158 Epoch 47 Batch 403/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.908, Loss: 0.227 Epoch 47 Batch 404/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.171 Epoch 47 Batch 405/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.911, Loss: 0.200 Epoch 47 Batch 406/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.915, Loss: 0.167 Epoch 47 Batch 407/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.210 Epoch 47 Batch 408/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.203 Epoch 47 Batch 409/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.199 Epoch 47 Batch 410/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.921, Loss: 0.219 Epoch 47 Batch 411/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.191 Epoch 47 Batch 412/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.914, Loss: 0.169 Epoch 47 Batch 413/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.199 Epoch 47 Batch 414/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.913, Loss: 0.189 Epoch 47 Batch 415/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.198 Epoch 47 Batch 416/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.181 Epoch 47 Batch 417/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.213 Epoch 47 Batch 418/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.169 Epoch 47 Batch 419/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.181 Epoch 47 Batch 420/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.908, Loss: 0.164 Epoch 47 Batch 421/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.215 Epoch 47 Batch 422/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.911, Loss: 0.169 Epoch 47 Batch 423/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.185 Epoch 47 Batch 424/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.179 Epoch 47 Batch 425/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.172 Epoch 47 Batch 426/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.209 Epoch 47 Batch 427/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.191 Epoch 47 Batch 428/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.907, Loss: 0.173 Epoch 47 Batch 429/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.178 Epoch 47 Batch 430/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.174 Epoch 47 Batch 431/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.164 Epoch 47 Batch 432/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.195 Epoch 47 Batch 433/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.907, Loss: 0.193 Epoch 47 Batch 434/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.200 Epoch 47 Batch 435/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.197 Epoch 47 Batch 436/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.175 Epoch 47 Batch 437/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.188 Epoch 47 Batch 438/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.174 Epoch 47 Batch 439/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.199 Epoch 47 Batch 440/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.210 Epoch 47 Batch 441/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.196 Epoch 47 Batch 442/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.171 Epoch 47 Batch 443/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.904, Loss: 0.190 Epoch 47 Batch 444/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.177 Epoch 47 Batch 445/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.181 Epoch 47 Batch 446/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.900, Loss: 0.160 Epoch 47 Batch 447/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.191 Epoch 47 Batch 448/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.900, Loss: 0.198 Epoch 47 Batch 449/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.905, Loss: 0.194 Epoch 47 Batch 450/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.189 Epoch 47 Batch 451/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.177 Epoch 47 Batch 452/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.198 Epoch 47 Batch 453/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.180 Epoch 47 Batch 454/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.187 Epoch 47 Batch 455/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.906, Loss: 0.193 Epoch 47 Batch 456/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.906, Loss: 0.192 Epoch 47 Batch 457/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.167 Epoch 47 Batch 458/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.205 Epoch 47 Batch 459/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.188 Epoch 47 Batch 460/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.198 Epoch 47 Batch 461/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.176 Epoch 47 Batch 462/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.911, Loss: 0.187 Epoch 47 Batch 463/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.184 Epoch 47 Batch 464/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.906, Loss: 0.191 Epoch 47 Batch 465/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.205 Epoch 47 Batch 466/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.194 Epoch 47 Batch 467/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.199 Epoch 47 Batch 468/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.903, Loss: 0.187 Epoch 47 Batch 469/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.167 Epoch 47 Batch 470/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.906, Loss: 0.179 Epoch 47 Batch 471/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.905, Loss: 0.172 Epoch 47 Batch 472/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.197 Epoch 47 Batch 473/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.186 Epoch 47 Batch 474/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.191 Epoch 47 Batch 475/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.172 Epoch 47 Batch 476/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.902, Loss: 0.182 Epoch 47 Batch 477/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.190 Epoch 47 Batch 478/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.180 Epoch 47 Batch 479/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.203 Epoch 47 Batch 480/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.186 Epoch 47 Batch 481/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.207 Epoch 47 Batch 482/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.191 Epoch 47 Batch 483/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.205 Epoch 47 Batch 484/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.178 Epoch 47 Batch 485/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.909, Loss: 0.202 Epoch 47 Batch 486/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.901, Loss: 0.177 Epoch 47 Batch 487/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.902, Loss: 0.168 Epoch 47 Batch 488/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.902, Loss: 0.181 Epoch 47 Batch 489/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.188 Epoch 47 Batch 490/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.179 Epoch 47 Batch 491/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.911, Loss: 0.202 Epoch 47 Batch 492/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.212 Epoch 47 Batch 493/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.191 Epoch 47 Batch 494/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.169 Epoch 47 Batch 495/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.908, Loss: 0.183 Epoch 47 Batch 496/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.194 Epoch 47 Batch 497/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.202 Epoch 47 Batch 498/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.195 Epoch 47 Batch 499/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.172 Epoch 47 Batch 500/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.167 Epoch 47 Batch 501/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.904, Loss: 0.174 Epoch 47 Batch 502/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.899, Loss: 0.179 Epoch 47 Batch 503/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.900, Loss: 0.172 Epoch 47 Batch 504/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.175 Epoch 47 Batch 505/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.137 Epoch 47 Batch 506/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.174 Epoch 47 Batch 507/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.904, Loss: 0.184 Epoch 47 Batch 508/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.170 Epoch 47 Batch 509/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.909, Loss: 0.213 Epoch 47 Batch 510/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.174 Epoch 47 Batch 511/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.197 Epoch 47 Batch 512/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.906, Loss: 0.170 Epoch 47 Batch 513/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.203 Epoch 47 Batch 514/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.202 Epoch 47 Batch 515/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.902, Loss: 0.177 Epoch 47 Batch 516/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.901, Loss: 0.170 Epoch 47 Batch 517/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.901, Loss: 0.196 Epoch 47 Batch 518/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.191 Epoch 47 Batch 519/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.902, Loss: 0.186 Epoch 47 Batch 520/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.902, Loss: 0.171 Epoch 47 Batch 521/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.166 Epoch 47 Batch 522/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.908, Loss: 0.197 Epoch 47 Batch 523/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.174 Epoch 47 Batch 524/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.188 Epoch 47 Batch 525/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.182 Epoch 47 Batch 526/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.910, Loss: 0.172 Epoch 47 Batch 527/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.185 Epoch 47 Batch 528/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.170 Epoch 47 Batch 529/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.155 Epoch 47 Batch 530/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.203 Epoch 47 Batch 531/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.184 Epoch 47 Batch 532/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.909, Loss: 0.210 Epoch 47 Batch 533/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.214 Epoch 47 Batch 534/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.181 Epoch 47 Batch 535/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.175 Epoch 47 Batch 536/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.175 Epoch 47 Batch 537/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.178 Epoch 47 Batch 538/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.905, Loss: 0.159 Epoch 47 Batch 539/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.905, Loss: 0.203 Epoch 47 Batch 540/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.908, Loss: 0.158 Epoch 47 Batch 541/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.179 Epoch 47 Batch 542/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.174 Epoch 47 Batch 543/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.180 Epoch 47 Batch 544/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.916, Loss: 0.158 Epoch 47 Batch 545/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.192 Epoch 47 Batch 546/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.221 Epoch 47 Batch 547/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.176 Epoch 47 Batch 548/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.188 Epoch 47 Batch 549/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.220 Epoch 47 Batch 550/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.912, Loss: 0.189 Epoch 47 Batch 551/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.911, Loss: 0.204 Epoch 47 Batch 552/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.187 Epoch 47 Batch 553/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.226 Epoch 47 Batch 554/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.170 Epoch 47 Batch 555/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.177 Epoch 47 Batch 556/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.175 Epoch 47 Batch 557/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.188 Epoch 47 Batch 558/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.910, Loss: 0.197 Epoch 47 Batch 559/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.180 Epoch 47 Batch 560/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.177 Epoch 47 Batch 561/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.170 Epoch 47 Batch 562/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.910, Loss: 0.171 Epoch 47 Batch 563/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.911, Loss: 0.221 Epoch 47 Batch 564/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.207 Epoch 47 Batch 565/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.205 Epoch 47 Batch 566/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.222 Epoch 47 Batch 567/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.201 Epoch 47 Batch 568/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.187 Epoch 47 Batch 569/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.195 Epoch 47 Batch 570/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.209 Epoch 47 Batch 571/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.175 Epoch 47 Batch 572/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.179 Epoch 47 Batch 573/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.219 Epoch 47 Batch 574/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.195 Epoch 47 Batch 575/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.202 Epoch 47 Batch 576/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.181 Epoch 47 Batch 577/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.197 Epoch 47 Batch 578/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.905, Loss: 0.217 Epoch 47 Batch 579/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.168 Epoch 47 Batch 580/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.168 Epoch 47 Batch 581/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.902, Loss: 0.167 Epoch 47 Batch 582/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.901, Loss: 0.182 Epoch 47 Batch 583/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.209 Epoch 47 Batch 584/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.193 Epoch 47 Batch 585/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.157 Epoch 47 Batch 586/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.188 Epoch 47 Batch 587/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.178 Epoch 47 Batch 588/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.169 Epoch 47 Batch 589/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.900, Loss: 0.185 Epoch 47 Batch 590/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.202 Epoch 47 Batch 591/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.174 Epoch 47 Batch 592/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.212 Epoch 47 Batch 593/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.211 Epoch 47 Batch 594/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.186 Epoch 47 Batch 595/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.198 Epoch 47 Batch 596/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.912, Loss: 0.202 Epoch 47 Batch 597/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.190 Epoch 47 Batch 598/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.175 Epoch 47 Batch 599/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.251 Epoch 47 Batch 600/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.178 Epoch 47 Batch 601/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.906, Loss: 0.185 Epoch 47 Batch 602/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.906, Loss: 0.207 Epoch 47 Batch 603/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.202 Epoch 47 Batch 604/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.192 Epoch 47 Batch 605/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.224 Epoch 47 Batch 606/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.167 Epoch 47 Batch 607/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.191 Epoch 47 Batch 608/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.195 Epoch 47 Batch 609/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.904, Loss: 0.213 Epoch 47 Batch 610/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.907, Loss: 0.193 Epoch 47 Batch 611/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.193 Epoch 47 Batch 612/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.169 Epoch 47 Batch 613/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.227 Epoch 47 Batch 614/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.904, Loss: 0.186 Epoch 47 Batch 615/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.903, Loss: 0.181 Epoch 47 Batch 616/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.205 Epoch 47 Batch 617/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.910, Loss: 0.179 Epoch 47 Batch 618/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.905, Loss: 0.192 Epoch 47 Batch 619/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.906, Loss: 0.172 Epoch 47 Batch 620/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.905, Loss: 0.181 Epoch 47 Batch 621/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.906, Loss: 0.198 Epoch 47 Batch 622/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.202 Epoch 47 Batch 623/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.910, Loss: 0.200 Epoch 47 Batch 624/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.185 Epoch 47 Batch 625/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.188 Epoch 47 Batch 626/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.175 Epoch 47 Batch 627/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.188 Epoch 47 Batch 628/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.178 Epoch 47 Batch 629/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.913, Loss: 0.207 Epoch 47 Batch 630/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.184 Epoch 47 Batch 631/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.181 Epoch 47 Batch 632/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.183 Epoch 47 Batch 633/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.182 Epoch 47 Batch 634/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.171 Epoch 47 Batch 635/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.241 Epoch 47 Batch 636/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.192 Epoch 47 Batch 637/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.194 Epoch 47 Batch 638/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.187 Epoch 47 Batch 639/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.215 Epoch 47 Batch 640/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.162 Epoch 47 Batch 641/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.178 Epoch 47 Batch 642/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.186 Epoch 47 Batch 643/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.162 Epoch 47 Batch 644/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.184 Epoch 47 Batch 645/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.168 Epoch 47 Batch 646/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.178 Epoch 47 Batch 647/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.193 Epoch 47 Batch 648/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.177 Epoch 47 Batch 649/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.188 Epoch 47 Batch 650/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.185 Epoch 47 Batch 651/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.186 Epoch 47 Batch 652/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.195 Epoch 47 Batch 653/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.212 Epoch 47 Batch 654/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.911, Loss: 0.171 Epoch 47 Batch 655/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.215 Epoch 47 Batch 656/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.183 Epoch 47 Batch 657/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.906, Loss: 0.210 Epoch 47 Batch 658/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.176 Epoch 47 Batch 659/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.901, Loss: 0.185 Epoch 47 Batch 660/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.199 Epoch 47 Batch 661/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.903, Loss: 0.180 Epoch 47 Batch 662/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.903, Loss: 0.175 Epoch 47 Batch 663/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.162 Epoch 47 Batch 664/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.904, Loss: 0.185 Epoch 47 Batch 665/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.195 Epoch 47 Batch 666/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.913, Loss: 0.194 Epoch 47 Batch 667/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.204 Epoch 47 Batch 668/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.187 Epoch 47 Batch 669/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.177 Epoch 47 Batch 670/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.184 Epoch 47 Batch 671/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.205 Epoch 47 Batch 672/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.172 Epoch 47 Batch 673/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.187 Epoch 47 Batch 674/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.917, Loss: 0.175 Epoch 47 Batch 675/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.197 Epoch 47 Batch 676/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.175 Epoch 47 Batch 677/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.916, Loss: 0.210 Epoch 47 Batch 678/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.163 Epoch 47 Batch 679/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.177 Epoch 47 Batch 680/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.173 Epoch 47 Batch 681/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.180 Epoch 47 Batch 682/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.189 Epoch 47 Batch 683/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.174 Epoch 47 Batch 684/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.178 Epoch 47 Batch 685/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.202 Epoch 47 Batch 686/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.182 Epoch 47 Batch 687/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.206 Epoch 47 Batch 688/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.186 Epoch 47 Batch 689/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.915, Loss: 0.184 Epoch 47 Batch 690/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.184 Epoch 47 Batch 691/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.911, Loss: 0.204 Epoch 47 Batch 692/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.175 Epoch 47 Batch 693/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.916, Loss: 0.227 Epoch 47 Batch 694/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.190 Epoch 47 Batch 695/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.160 Epoch 47 Batch 696/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.912, Loss: 0.223 Epoch 47 Batch 697/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.182 Epoch 47 Batch 698/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.173 Epoch 47 Batch 699/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.172 Epoch 47 Batch 700/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.910, Loss: 0.162 Epoch 47 Batch 701/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.193 Epoch 47 Batch 702/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.910, Loss: 0.241 Epoch 47 Batch 703/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.176 Epoch 47 Batch 704/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.909, Loss: 0.212 Epoch 47 Batch 705/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.205 Epoch 47 Batch 706/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.905, Loss: 0.219 Epoch 47 Batch 707/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.905, Loss: 0.174 Epoch 47 Batch 708/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.183 Epoch 47 Batch 709/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.912, Loss: 0.208 Epoch 47 Batch 710/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.165 Epoch 47 Batch 711/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.217 Epoch 47 Batch 712/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.912, Loss: 0.189 Epoch 47 Batch 713/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.171 Epoch 47 Batch 714/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.180 Epoch 47 Batch 715/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.917, Loss: 0.202 Epoch 47 Batch 716/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.921, Loss: 0.158 Epoch 47 Batch 717/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.923, Loss: 0.169 Epoch 47 Batch 718/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.200 Epoch 47 Batch 719/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.923, Loss: 0.177 Epoch 47 Batch 720/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.923, Loss: 0.199 Epoch 47 Batch 721/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.194 Epoch 47 Batch 722/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.176 Epoch 47 Batch 723/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.185 Epoch 47 Batch 724/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.203 Epoch 47 Batch 725/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.170 Epoch 47 Batch 726/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.179 Epoch 47 Batch 727/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.166 Epoch 47 Batch 728/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.922, Loss: 0.209 Epoch 47 Batch 729/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.216 Epoch 47 Batch 730/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.194 Epoch 47 Batch 731/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.920, Loss: 0.185 Epoch 47 Batch 732/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.207 Epoch 47 Batch 733/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.192 Epoch 47 Batch 734/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.174 Epoch 47 Batch 735/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.171 Epoch 47 Batch 736/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.181 Epoch 47 Batch 737/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.210 Epoch 47 Batch 738/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.159 Epoch 47 Batch 739/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.173 Epoch 47 Batch 740/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.156 Epoch 47 Batch 741/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.204 Epoch 47 Batch 742/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.169 Epoch 47 Batch 743/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.922, Loss: 0.193 Epoch 47 Batch 744/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.171 Epoch 47 Batch 745/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.187 Epoch 47 Batch 746/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.925, Loss: 0.176 Epoch 47 Batch 747/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.155 Epoch 47 Batch 748/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.175 Epoch 47 Batch 749/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.921, Loss: 0.194 Epoch 47 Batch 750/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.926, Loss: 0.196 Epoch 47 Batch 751/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.183 Epoch 47 Batch 752/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.168 Epoch 47 Batch 753/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.189 Epoch 47 Batch 754/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.202 Epoch 47 Batch 755/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.200 Epoch 47 Batch 756/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.179 Epoch 47 Batch 757/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.234 Epoch 47 Batch 758/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.166 Epoch 47 Batch 759/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.163 Epoch 47 Batch 760/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.192 Epoch 47 Batch 761/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.195 Epoch 47 Batch 762/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.915, Loss: 0.164 Epoch 47 Batch 763/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.169 Epoch 47 Batch 764/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.195 Epoch 47 Batch 765/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.916, Loss: 0.180 Epoch 47 Batch 766/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.198 Epoch 47 Batch 767/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.912, Loss: 0.187 Epoch 47 Batch 768/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.185 Epoch 47 Batch 769/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.176 Epoch 47 Batch 770/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.918, Loss: 0.182 Epoch 47 Batch 771/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.192 Epoch 47 Batch 772/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.174 Epoch 47 Batch 773/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.920, Loss: 0.172 Epoch 47 Batch 774/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.199 Epoch 47 Batch 775/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.183 Epoch 47 Batch 776/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.179 Epoch 47 Batch 777/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.916, Loss: 0.227 Epoch 47 Batch 778/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.166 Epoch 47 Batch 779/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.191 Epoch 47 Batch 780/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.916, Loss: 0.231 Epoch 47 Batch 781/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.915, Loss: 0.156 Epoch 47 Batch 782/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.191 Epoch 47 Batch 783/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.207 Epoch 47 Batch 784/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.914, Loss: 0.177 Epoch 47 Batch 785/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.913, Loss: 0.176 Epoch 47 Batch 786/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.174 Epoch 47 Batch 787/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.183 Epoch 47 Batch 788/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.171 Epoch 47 Batch 789/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.181 Epoch 47 Batch 790/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.912, Loss: 0.227 Epoch 47 Batch 791/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.186 Epoch 47 Batch 792/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.199 Epoch 47 Batch 793/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.190 Epoch 47 Batch 794/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.207 Epoch 47 Batch 795/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.203 Epoch 47 Batch 796/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.178 Epoch 47 Batch 797/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.178 Epoch 47 Batch 798/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.173 Epoch 47 Batch 799/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.220 Epoch 47 Batch 800/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.910, Loss: 0.184 Epoch 47 Batch 801/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.200 Epoch 47 Batch 802/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.910, Loss: 0.186 Epoch 47 Batch 803/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.910, Loss: 0.193 Epoch 47 Batch 804/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.189 Epoch 47 Batch 805/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.197 Epoch 47 Batch 806/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.906, Loss: 0.176 Epoch 47 Batch 807/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.906, Loss: 0.164 Epoch 47 Batch 808/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.203 Epoch 47 Batch 809/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.904, Loss: 0.207 Epoch 47 Batch 810/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.904, Loss: 0.162 Epoch 47 Batch 811/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.905, Loss: 0.177 Epoch 47 Batch 812/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.201 Epoch 47 Batch 813/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.175 Epoch 47 Batch 814/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.195 Epoch 47 Batch 815/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.910, Loss: 0.195 Epoch 47 Batch 816/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.194 Epoch 47 Batch 817/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.231 Epoch 47 Batch 818/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.214 Epoch 47 Batch 819/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.185 Epoch 47 Batch 820/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.910, Loss: 0.206 Epoch 47 Batch 821/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.184 Epoch 47 Batch 822/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.912, Loss: 0.197 Epoch 47 Batch 823/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.912, Loss: 0.176 Epoch 47 Batch 824/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.167 Epoch 47 Batch 825/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.912, Loss: 0.172 Epoch 47 Batch 826/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.177 Epoch 47 Batch 827/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.184 Epoch 47 Batch 828/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.165 Epoch 47 Batch 829/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.917, Loss: 0.225 Epoch 47 Batch 830/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.917, Loss: 0.195 Epoch 47 Batch 831/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.917, Loss: 0.196 Epoch 47 Batch 832/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.202 Epoch 47 Batch 833/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.916, Loss: 0.205 Epoch 47 Batch 834/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.209 Epoch 47 Batch 835/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.202 Epoch 47 Batch 836/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.186 Epoch 47 Batch 837/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.219 Epoch 47 Batch 838/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.908, Loss: 0.178 Epoch 47 Batch 839/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.181 Epoch 47 Batch 840/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.908, Loss: 0.173 Epoch 47 Batch 841/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.194 Epoch 47 Batch 842/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.176 Epoch 47 Batch 843/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.186 Epoch 47 Batch 844/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.175 Epoch 47 Batch 845/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.171 Epoch 47 Batch 846/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.914, Loss: 0.208 Epoch 47 Batch 847/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.223 Epoch 47 Batch 848/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.911, Loss: 0.179 Epoch 47 Batch 849/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.167 Epoch 47 Batch 850/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.204 Epoch 47 Batch 851/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.188 Epoch 47 Batch 852/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.916, Loss: 0.215 Epoch 47 Batch 853/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.917, Loss: 0.162 Epoch 47 Batch 854/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.204 Epoch 47 Batch 855/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.190 Epoch 47 Batch 856/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.185 Epoch 47 Batch 857/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.174 Epoch 47 Batch 858/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.173 Epoch 47 Batch 859/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.206 Epoch 47 Batch 860/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.902, Loss: 0.182 Epoch 47 Batch 861/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.902, Loss: 0.185 Epoch 47 Batch 862/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.190 Epoch 47 Batch 863/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.175 Epoch 47 Batch 864/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.898, Loss: 0.170 Epoch 47 Batch 865/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.196 Epoch 47 Batch 866/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.899, Loss: 0.182 Epoch 47 Batch 867/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.897, Loss: 0.219 Epoch 47 Batch 868/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.898, Loss: 0.199 Epoch 47 Batch 869/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.897, Loss: 0.188 Epoch 47 Batch 870/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.899, Loss: 0.203 Epoch 47 Batch 871/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.188 Epoch 47 Batch 872/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.902, Loss: 0.189 Epoch 47 Batch 873/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.172 Epoch 47 Batch 874/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.907, Loss: 0.203 Epoch 47 Batch 875/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.180 Epoch 47 Batch 876/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.907, Loss: 0.191 Epoch 47 Batch 877/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.170 Epoch 47 Batch 878/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.196 Epoch 47 Batch 879/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.905, Loss: 0.160 Epoch 47 Batch 880/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.901, Loss: 0.190 Epoch 47 Batch 881/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.202 Epoch 47 Batch 882/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.200 Epoch 47 Batch 883/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.907, Loss: 0.245 Epoch 47 Batch 884/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.907, Loss: 0.188 Epoch 47 Batch 885/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.907, Loss: 0.149 Epoch 47 Batch 886/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.194 Epoch 47 Batch 887/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.199 Epoch 47 Batch 888/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.171 Epoch 47 Batch 889/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.214 Epoch 47 Batch 890/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.908, Loss: 0.169 Epoch 47 Batch 891/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.197 Epoch 47 Batch 892/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.167 Epoch 47 Batch 893/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.179 Epoch 47 Batch 894/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.898, Loss: 0.180 Epoch 47 Batch 895/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.183 Epoch 47 Batch 896/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.228 Epoch 47 Batch 897/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.180 Epoch 47 Batch 898/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.909, Loss: 0.188 Epoch 47 Batch 899/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.200 Epoch 47 Batch 900/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.268 Epoch 47 Batch 901/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.227 Epoch 47 Batch 902/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.908, Loss: 0.222 Epoch 47 Batch 903/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.179 Epoch 47 Batch 904/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.906, Loss: 0.180 Epoch 47 Batch 905/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.202 Epoch 47 Batch 906/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.175 Epoch 47 Batch 907/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.909, Loss: 0.187 Epoch 47 Batch 908/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.212 Epoch 47 Batch 909/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.190 Epoch 47 Batch 910/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.197 Epoch 47 Batch 911/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.197 Epoch 47 Batch 912/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.191 Epoch 47 Batch 913/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.223 Epoch 47 Batch 914/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.198 Epoch 47 Batch 915/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.913, Loss: 0.215 Epoch 47 Batch 916/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.198 Epoch 47 Batch 917/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.196 Epoch 47 Batch 918/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.181 Epoch 47 Batch 919/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.180 Epoch 47 Batch 920/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.182 Epoch 47 Batch 921/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.913, Loss: 0.208 Epoch 47 Batch 922/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.201 Epoch 47 Batch 923/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.197 Epoch 47 Batch 924/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.908, Loss: 0.227 Epoch 47 Batch 925/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.908, Loss: 0.188 Epoch 47 Batch 926/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.215 Epoch 47 Batch 927/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.917, Loss: 0.213 Epoch 47 Batch 928/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.191 Epoch 47 Batch 929/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.195 Epoch 47 Batch 930/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.910, Loss: 0.194 Epoch 47 Batch 931/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.199 Epoch 47 Batch 932/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.180 Epoch 47 Batch 933/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.212 Epoch 47 Batch 934/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.909, Loss: 0.195 Epoch 47 Batch 935/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.188 Epoch 47 Batch 936/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.207 Epoch 47 Batch 937/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.204 Epoch 47 Batch 938/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.215 Epoch 47 Batch 939/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.242 Epoch 47 Batch 940/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.906, Loss: 0.174 Epoch 47 Batch 941/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.906, Loss: 0.169 Epoch 47 Batch 942/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.197 Epoch 47 Batch 943/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.905, Loss: 0.190 Epoch 47 Batch 944/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.177 Epoch 47 Batch 945/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.905, Loss: 0.187 Epoch 47 Batch 946/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.905, Loss: 0.170 Epoch 47 Batch 947/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.905, Loss: 0.232 Epoch 47 Batch 948/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.191 Epoch 47 Batch 949/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.906, Loss: 0.154 Epoch 47 Batch 950/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.211 Epoch 47 Batch 951/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.175 Epoch 47 Batch 952/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.905, Loss: 0.164 Epoch 47 Batch 953/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.906, Loss: 0.166 Epoch 47 Batch 954/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.211 Epoch 47 Batch 955/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.211 Epoch 47 Batch 956/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.903, Loss: 0.201 Epoch 47 Batch 957/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.903, Loss: 0.187 Epoch 47 Batch 958/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.186 Epoch 47 Batch 959/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.184 Epoch 47 Batch 960/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.190 Epoch 47 Batch 961/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.904, Loss: 0.204 Epoch 47 Batch 962/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.186 Epoch 47 Batch 963/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.227 Epoch 47 Batch 964/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.906, Loss: 0.165 Epoch 47 Batch 965/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.906, Loss: 0.212 Epoch 47 Batch 966/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.150 Epoch 47 Batch 967/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.190 Epoch 47 Batch 968/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.909, Loss: 0.236 Epoch 47 Batch 969/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.910, Loss: 0.215 Epoch 47 Batch 970/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.216 Epoch 47 Batch 971/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.911, Loss: 0.190 Epoch 47 Batch 972/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.180 Epoch 47 Batch 973/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.156 Epoch 47 Batch 974/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.180 Epoch 47 Batch 975/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.905, Loss: 0.202 Epoch 47 Batch 976/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.172 Epoch 47 Batch 977/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.156 Epoch 47 Batch 978/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.904, Loss: 0.202 Epoch 47 Batch 979/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.195 Epoch 47 Batch 980/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.197 Epoch 47 Batch 981/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.909, Loss: 0.177 Epoch 47 Batch 982/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.205 Epoch 47 Batch 983/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.910, Loss: 0.199 Epoch 47 Batch 984/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.909, Loss: 0.219 Epoch 47 Batch 985/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.909, Loss: 0.177 Epoch 47 Batch 986/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.910, Loss: 0.196 Epoch 47 Batch 987/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.911, Loss: 0.184 Epoch 47 Batch 988/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.910, Loss: 0.189 Epoch 47 Batch 989/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.199 Epoch 47 Batch 990/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.205 Epoch 47 Batch 991/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.180 Epoch 47 Batch 992/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.178 Epoch 47 Batch 993/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.157 Epoch 47 Batch 994/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.208 Epoch 47 Batch 995/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.199 Epoch 47 Batch 996/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.196 Epoch 47 Batch 997/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.185 Epoch 47 Batch 998/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.181 Epoch 47 Batch 999/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.191 Epoch 47 Batch 1000/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.173 Epoch 47 Batch 1001/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.161 Epoch 47 Batch 1002/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.909, Loss: 0.173 Epoch 47 Batch 1003/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.909, Loss: 0.190 Epoch 47 Batch 1004/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.199 Epoch 47 Batch 1005/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.174 Epoch 47 Batch 1006/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.172 Epoch 47 Batch 1007/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.909, Loss: 0.173 Epoch 47 Batch 1008/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.221 Epoch 47 Batch 1009/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.905, Loss: 0.169 Epoch 47 Batch 1010/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.910, Loss: 0.175 Epoch 47 Batch 1011/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.178 Epoch 47 Batch 1012/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.177 Epoch 47 Batch 1013/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.173 Epoch 47 Batch 1014/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.186 Epoch 47 Batch 1015/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.903, Loss: 0.218 Epoch 47 Batch 1016/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.195 Epoch 47 Batch 1017/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.191 Epoch 47 Batch 1018/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.906, Loss: 0.186 Epoch 47 Batch 1019/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.213 Epoch 47 Batch 1020/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.909, Loss: 0.176 Epoch 47 Batch 1021/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.181 Epoch 47 Batch 1022/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.165 Epoch 47 Batch 1023/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.164 Epoch 47 Batch 1024/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.914, Loss: 0.208 Epoch 47 Batch 1025/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.914, Loss: 0.185 Epoch 47 Batch 1026/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.177 Epoch 47 Batch 1027/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.198 Epoch 47 Batch 1028/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.913, Loss: 0.191 Epoch 47 Batch 1029/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.913, Loss: 0.200 Epoch 47 Batch 1030/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.913, Loss: 0.222 Epoch 47 Batch 1031/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.210 Epoch 47 Batch 1032/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.197 Epoch 47 Batch 1033/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.162 Epoch 47 Batch 1034/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.183 Epoch 47 Batch 1035/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.160 Epoch 47 Batch 1036/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.194 Epoch 47 Batch 1037/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.916, Loss: 0.202 Epoch 47 Batch 1038/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.195 Epoch 47 Batch 1039/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.191 Epoch 47 Batch 1040/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.201 Epoch 47 Batch 1041/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.194 Epoch 47 Batch 1042/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.912, Loss: 0.160 Epoch 47 Batch 1043/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.190 Epoch 47 Batch 1044/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.199 Epoch 47 Batch 1045/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.195 Epoch 47 Batch 1046/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.159 Epoch 47 Batch 1047/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.172 Epoch 47 Batch 1048/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.188 Epoch 47 Batch 1049/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.210 Epoch 47 Batch 1050/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.171 Epoch 47 Batch 1051/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.197 Epoch 47 Batch 1052/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.205 Epoch 47 Batch 1053/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.189 Epoch 47 Batch 1054/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.170 Epoch 47 Batch 1055/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.178 Epoch 47 Batch 1056/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.191 Epoch 47 Batch 1057/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.913, Loss: 0.208 Epoch 47 Batch 1058/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.196 Epoch 47 Batch 1059/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.907, Loss: 0.203 Epoch 47 Batch 1060/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.186 Epoch 47 Batch 1061/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.908, Loss: 0.218 Epoch 47 Batch 1062/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.172 Epoch 47 Batch 1063/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.193 Epoch 47 Batch 1064/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.182 Epoch 47 Batch 1065/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.908, Loss: 0.183 Epoch 47 Batch 1066/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.170 Epoch 47 Batch 1067/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.199 Epoch 47 Batch 1068/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.191 Epoch 47 Batch 1069/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.178 Epoch 47 Batch 1070/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.185 Epoch 47 Batch 1071/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.189 Epoch 47 Batch 1072/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.185 Epoch 47 Batch 1073/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.209 Epoch 47 Batch 1074/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.194 Epoch 47 Batch 1075/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.917, Loss: 0.210 Epoch 48 Batch 0/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.164 Epoch 48 Batch 1/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.916, Loss: 0.174 Epoch 48 Batch 2/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.174 Epoch 48 Batch 3/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.919, Loss: 0.191 Epoch 48 Batch 4/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.194 Epoch 48 Batch 5/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.220 Epoch 48 Batch 6/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.187 Epoch 48 Batch 7/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.163 Epoch 48 Batch 8/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.168 Epoch 48 Batch 9/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.185 Epoch 48 Batch 10/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.182 Epoch 48 Batch 11/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.916, Loss: 0.189 Epoch 48 Batch 12/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.916, Loss: 0.174 Epoch 48 Batch 13/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.917, Loss: 0.196 Epoch 48 Batch 14/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.917, Loss: 0.155 Epoch 48 Batch 15/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.173 Epoch 48 Batch 16/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.185 Epoch 48 Batch 17/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.916, Loss: 0.188 Epoch 48 Batch 18/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.195 Epoch 48 Batch 19/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.196 Epoch 48 Batch 20/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.164 Epoch 48 Batch 21/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.902, Loss: 0.213 Epoch 48 Batch 22/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.898, Loss: 0.204 Epoch 48 Batch 23/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.898, Loss: 0.185 Epoch 48 Batch 24/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.898, Loss: 0.191 Epoch 48 Batch 25/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.897, Loss: 0.165 Epoch 48 Batch 26/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.217 Epoch 48 Batch 27/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.174 Epoch 48 Batch 28/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.907, Loss: 0.193 Epoch 48 Batch 29/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.907, Loss: 0.162 Epoch 48 Batch 30/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.905, Loss: 0.179 Epoch 48 Batch 31/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.189 Epoch 48 Batch 32/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.171 Epoch 48 Batch 33/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.164 Epoch 48 Batch 34/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.200 Epoch 48 Batch 35/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.168 Epoch 48 Batch 36/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.166 Epoch 48 Batch 37/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.196 Epoch 48 Batch 38/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.211 Epoch 48 Batch 39/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.903, Loss: 0.231 Epoch 48 Batch 40/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.186 Epoch 48 Batch 41/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.189 Epoch 48 Batch 42/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.908, Loss: 0.208 Epoch 48 Batch 43/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.173 Epoch 48 Batch 44/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.911, Loss: 0.175 Epoch 48 Batch 45/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.910, Loss: 0.182 Epoch 48 Batch 46/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.199 Epoch 48 Batch 47/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.203 Epoch 48 Batch 48/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.913, Loss: 0.203 Epoch 48 Batch 49/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.182 Epoch 48 Batch 50/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.913, Loss: 0.168 Epoch 48 Batch 51/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.180 Epoch 48 Batch 52/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.192 Epoch 48 Batch 53/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.175 Epoch 48 Batch 54/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.208 Epoch 48 Batch 55/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.191 Epoch 48 Batch 56/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.909, Loss: 0.154 Epoch 48 Batch 57/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.172 Epoch 48 Batch 58/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.187 Epoch 48 Batch 59/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.908, Loss: 0.187 Epoch 48 Batch 60/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.176 Epoch 48 Batch 61/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.207 Epoch 48 Batch 62/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.202 Epoch 48 Batch 63/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.908, Loss: 0.166 Epoch 48 Batch 64/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.170 Epoch 48 Batch 65/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.180 Epoch 48 Batch 66/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.164 Epoch 48 Batch 67/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.176 Epoch 48 Batch 68/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.210 Epoch 48 Batch 69/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.911, Loss: 0.203 Epoch 48 Batch 70/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.911, Loss: 0.214 Epoch 48 Batch 71/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.166 Epoch 48 Batch 72/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.177 Epoch 48 Batch 73/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.201 Epoch 48 Batch 74/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.162 Epoch 48 Batch 75/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.907, Loss: 0.215 Epoch 48 Batch 76/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.151 Epoch 48 Batch 77/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.188 Epoch 48 Batch 78/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.906, Loss: 0.176 Epoch 48 Batch 79/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.195 Epoch 48 Batch 80/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.193 Epoch 48 Batch 81/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.172 Epoch 48 Batch 82/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.158 Epoch 48 Batch 83/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.196 Epoch 48 Batch 84/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.904, Loss: 0.198 Epoch 48 Batch 85/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.174 Epoch 48 Batch 86/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.900, Loss: 0.188 Epoch 48 Batch 87/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.904, Loss: 0.215 Epoch 48 Batch 88/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.209 Epoch 48 Batch 89/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.179 Epoch 48 Batch 90/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.193 Epoch 48 Batch 91/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.907, Loss: 0.166 Epoch 48 Batch 92/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.197 Epoch 48 Batch 93/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.187 Epoch 48 Batch 94/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.171 Epoch 48 Batch 95/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.225 Epoch 48 Batch 96/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.196 Epoch 48 Batch 97/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.190 Epoch 48 Batch 98/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.187 Epoch 48 Batch 99/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.194 Epoch 48 Batch 100/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.924, Loss: 0.165 Epoch 48 Batch 101/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.189 Epoch 48 Batch 102/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.190 Epoch 48 Batch 103/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.925, Loss: 0.208 Epoch 48 Batch 104/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.191 Epoch 48 Batch 105/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.187 Epoch 48 Batch 106/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.218 Epoch 48 Batch 107/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.198 Epoch 48 Batch 108/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.151 Epoch 48 Batch 109/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.172 Epoch 48 Batch 110/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.900, Loss: 0.171 Epoch 48 Batch 111/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.904, Loss: 0.167 Epoch 48 Batch 112/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.172 Epoch 48 Batch 113/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.908, Loss: 0.201 Epoch 48 Batch 114/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.178 Epoch 48 Batch 115/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.196 Epoch 48 Batch 116/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.912, Loss: 0.194 Epoch 48 Batch 117/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.183 Epoch 48 Batch 118/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.911, Loss: 0.193 Epoch 48 Batch 119/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.166 Epoch 48 Batch 120/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.213 Epoch 48 Batch 121/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.179 Epoch 48 Batch 122/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.911, Loss: 0.183 Epoch 48 Batch 123/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.159 Epoch 48 Batch 124/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.210 Epoch 48 Batch 125/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.188 Epoch 48 Batch 126/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.169 Epoch 48 Batch 127/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.173 Epoch 48 Batch 128/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.906, Loss: 0.178 Epoch 48 Batch 129/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.203 Epoch 48 Batch 130/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.157 Epoch 48 Batch 131/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.171 Epoch 48 Batch 132/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.178 Epoch 48 Batch 133/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.171 Epoch 48 Batch 134/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.178 Epoch 48 Batch 135/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.918, Loss: 0.188 Epoch 48 Batch 136/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.172 Epoch 48 Batch 137/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.155 Epoch 48 Batch 138/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.188 Epoch 48 Batch 139/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.193 Epoch 48 Batch 140/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.919, Loss: 0.208 Epoch 48 Batch 141/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.171 Epoch 48 Batch 142/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.188 Epoch 48 Batch 143/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.919, Loss: 0.194 Epoch 48 Batch 144/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.226 Epoch 48 Batch 145/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.213 Epoch 48 Batch 146/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.235 Epoch 48 Batch 147/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.198 Epoch 48 Batch 148/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.187 Epoch 48 Batch 149/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.177 Epoch 48 Batch 150/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.183 Epoch 48 Batch 151/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.168 Epoch 48 Batch 152/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.192 Epoch 48 Batch 153/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.221 Epoch 48 Batch 154/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.200 Epoch 48 Batch 155/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.182 Epoch 48 Batch 156/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.170 Epoch 48 Batch 157/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.180 Epoch 48 Batch 158/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.198 Epoch 48 Batch 159/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.155 Epoch 48 Batch 160/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.171 Epoch 48 Batch 161/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.179 Epoch 48 Batch 162/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.216 Epoch 48 Batch 163/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.231 Epoch 48 Batch 164/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.911, Loss: 0.201 Epoch 48 Batch 165/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.170 Epoch 48 Batch 166/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.191 Epoch 48 Batch 167/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.912, Loss: 0.189 Epoch 48 Batch 168/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.205 Epoch 48 Batch 169/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.188 Epoch 48 Batch 170/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.908, Loss: 0.193 Epoch 48 Batch 171/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.908, Loss: 0.166 Epoch 48 Batch 172/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.164 Epoch 48 Batch 173/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.186 Epoch 48 Batch 174/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.167 Epoch 48 Batch 175/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.195 Epoch 48 Batch 176/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.910, Loss: 0.185 Epoch 48 Batch 177/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.910, Loss: 0.190 Epoch 48 Batch 178/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.194 Epoch 48 Batch 179/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.193 Epoch 48 Batch 180/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.169 Epoch 48 Batch 181/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.212 Epoch 48 Batch 182/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.916, Loss: 0.187 Epoch 48 Batch 183/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.204 Epoch 48 Batch 184/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.179 Epoch 48 Batch 185/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.910, Loss: 0.186 Epoch 48 Batch 186/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.190 Epoch 48 Batch 187/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.912, Loss: 0.171 Epoch 48 Batch 188/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.160 Epoch 48 Batch 189/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.162 Epoch 48 Batch 190/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.168 Epoch 48 Batch 191/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.167 Epoch 48 Batch 192/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.200 Epoch 48 Batch 193/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.182 Epoch 48 Batch 194/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.162 Epoch 48 Batch 195/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.917, Loss: 0.166 Epoch 48 Batch 196/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.197 Epoch 48 Batch 197/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.181 Epoch 48 Batch 198/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.194 Epoch 48 Batch 199/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.175 Epoch 48 Batch 200/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.192 Epoch 48 Batch 201/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.158 Epoch 48 Batch 202/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.180 Epoch 48 Batch 203/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.917, Loss: 0.188 Epoch 48 Batch 204/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.917, Loss: 0.237 Epoch 48 Batch 205/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.195 Epoch 48 Batch 206/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.172 Epoch 48 Batch 207/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.168 Epoch 48 Batch 208/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.217 Epoch 48 Batch 209/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.923, Loss: 0.156 Epoch 48 Batch 210/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.193 Epoch 48 Batch 211/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.923, Loss: 0.188 Epoch 48 Batch 212/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.159 Epoch 48 Batch 213/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.917, Loss: 0.158 Epoch 48 Batch 214/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.170 Epoch 48 Batch 215/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.222 Epoch 48 Batch 216/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.184 Epoch 48 Batch 217/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.164 Epoch 48 Batch 218/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.213 Epoch 48 Batch 219/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.912, Loss: 0.168 Epoch 48 Batch 220/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.184 Epoch 48 Batch 221/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.906, Loss: 0.181 Epoch 48 Batch 222/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.197 Epoch 48 Batch 223/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.908, Loss: 0.158 Epoch 48 Batch 224/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.187 Epoch 48 Batch 225/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.201 Epoch 48 Batch 226/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.170 Epoch 48 Batch 227/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.900, Loss: 0.210 Epoch 48 Batch 228/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.900, Loss: 0.171 Epoch 48 Batch 229/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.212 Epoch 48 Batch 230/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.905, Loss: 0.167 Epoch 48 Batch 231/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.202 Epoch 48 Batch 232/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.185 Epoch 48 Batch 233/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.228 Epoch 48 Batch 234/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.915, Loss: 0.209 Epoch 48 Batch 235/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.168 Epoch 48 Batch 236/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.191 Epoch 48 Batch 237/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.166 Epoch 48 Batch 238/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.190 Epoch 48 Batch 239/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.147 Epoch 48 Batch 240/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.919, Loss: 0.171 Epoch 48 Batch 241/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.165 Epoch 48 Batch 242/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.177 Epoch 48 Batch 243/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.203 Epoch 48 Batch 244/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.177 Epoch 48 Batch 245/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.155 Epoch 48 Batch 246/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.179 Epoch 48 Batch 247/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.188 Epoch 48 Batch 248/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.185 Epoch 48 Batch 249/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.190 Epoch 48 Batch 250/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.922, Loss: 0.183 Epoch 48 Batch 251/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.175 Epoch 48 Batch 252/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.180 Epoch 48 Batch 253/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.919, Loss: 0.187 Epoch 48 Batch 254/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.190 Epoch 48 Batch 255/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.190 Epoch 48 Batch 256/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.916, Loss: 0.202 Epoch 48 Batch 257/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.915, Loss: 0.180 Epoch 48 Batch 258/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.186 Epoch 48 Batch 259/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.179 Epoch 48 Batch 260/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.163 Epoch 48 Batch 261/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.914, Loss: 0.184 Epoch 48 Batch 262/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.165 Epoch 48 Batch 263/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.914, Loss: 0.154 Epoch 48 Batch 264/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.213 Epoch 48 Batch 265/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.912, Loss: 0.176 Epoch 48 Batch 266/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.163 Epoch 48 Batch 267/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.912, Loss: 0.159 Epoch 48 Batch 268/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.189 Epoch 48 Batch 269/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.205 Epoch 48 Batch 270/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.212 Epoch 48 Batch 271/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.164 Epoch 48 Batch 272/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.266 Epoch 48 Batch 273/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.157 Epoch 48 Batch 274/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.196 Epoch 48 Batch 275/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.195 Epoch 48 Batch 276/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.909, Loss: 0.224 Epoch 48 Batch 277/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.909, Loss: 0.152 Epoch 48 Batch 278/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.914, Loss: 0.199 Epoch 48 Batch 279/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.914, Loss: 0.195 Epoch 48 Batch 280/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.914, Loss: 0.204 Epoch 48 Batch 281/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.205 Epoch 48 Batch 282/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.912, Loss: 0.218 Epoch 48 Batch 283/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.912, Loss: 0.217 Epoch 48 Batch 284/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.203 Epoch 48 Batch 285/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.179 Epoch 48 Batch 286/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.171 Epoch 48 Batch 287/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.187 Epoch 48 Batch 288/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.908, Loss: 0.191 Epoch 48 Batch 289/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.184 Epoch 48 Batch 290/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.918, Loss: 0.202 Epoch 48 Batch 291/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.216 Epoch 48 Batch 292/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.174 Epoch 48 Batch 293/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.202 Epoch 48 Batch 294/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.184 Epoch 48 Batch 295/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.915, Loss: 0.223 Epoch 48 Batch 296/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.194 Epoch 48 Batch 297/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.915, Loss: 0.230 Epoch 48 Batch 298/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.202 Epoch 48 Batch 299/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.157 Epoch 48 Batch 300/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.918, Loss: 0.168 Epoch 48 Batch 301/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.166 Epoch 48 Batch 302/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.192 Epoch 48 Batch 303/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.203 Epoch 48 Batch 304/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.920, Loss: 0.182 Epoch 48 Batch 305/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.195 Epoch 48 Batch 306/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.183 Epoch 48 Batch 307/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.920, Loss: 0.189 Epoch 48 Batch 308/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.212 Epoch 48 Batch 309/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.181 Epoch 48 Batch 310/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.915, Loss: 0.187 Epoch 48 Batch 311/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.166 Epoch 48 Batch 312/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.913, Loss: 0.221 Epoch 48 Batch 313/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.168 Epoch 48 Batch 314/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.162 Epoch 48 Batch 315/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.915, Loss: 0.178 Epoch 48 Batch 316/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.915, Loss: 0.171 Epoch 48 Batch 317/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.191 Epoch 48 Batch 318/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.178 Epoch 48 Batch 319/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.186 Epoch 48 Batch 320/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.185 Epoch 48 Batch 321/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.912, Loss: 0.198 Epoch 48 Batch 322/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.914, Loss: 0.156 Epoch 48 Batch 323/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.202 Epoch 48 Batch 324/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.916, Loss: 0.190 Epoch 48 Batch 325/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.186 Epoch 48 Batch 326/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.171 Epoch 48 Batch 327/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.222 Epoch 48 Batch 328/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.221 Epoch 48 Batch 329/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.197 Epoch 48 Batch 330/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.190 Epoch 48 Batch 331/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.186 Epoch 48 Batch 332/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.147 Epoch 48 Batch 333/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.192 Epoch 48 Batch 334/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.914, Loss: 0.170 Epoch 48 Batch 335/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.181 Epoch 48 Batch 336/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.212 Epoch 48 Batch 337/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.911, Loss: 0.222 Epoch 48 Batch 338/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.912, Loss: 0.216 Epoch 48 Batch 339/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.173 Epoch 48 Batch 340/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.195 Epoch 48 Batch 341/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.218 Epoch 48 Batch 342/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.908, Loss: 0.158 Epoch 48 Batch 343/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.908, Loss: 0.177 Epoch 48 Batch 344/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.908, Loss: 0.175 Epoch 48 Batch 345/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.909, Loss: 0.191 Epoch 48 Batch 346/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.194 Epoch 48 Batch 347/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.912, Loss: 0.164 Epoch 48 Batch 348/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.907, Loss: 0.155 Epoch 48 Batch 349/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.166 Epoch 48 Batch 350/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.909, Loss: 0.191 Epoch 48 Batch 351/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.200 Epoch 48 Batch 352/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.172 Epoch 48 Batch 353/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.918, Loss: 0.210 Epoch 48 Batch 354/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.212 Epoch 48 Batch 355/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.200 Epoch 48 Batch 356/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.183 Epoch 48 Batch 357/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.177 Epoch 48 Batch 358/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.913, Loss: 0.196 Epoch 48 Batch 359/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.907, Loss: 0.188 Epoch 48 Batch 360/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.175 Epoch 48 Batch 361/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.907, Loss: 0.190 Epoch 48 Batch 362/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.202 Epoch 48 Batch 363/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.194 Epoch 48 Batch 364/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.207 Epoch 48 Batch 365/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.903, Loss: 0.151 Epoch 48 Batch 366/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.176 Epoch 48 Batch 367/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.902, Loss: 0.151 Epoch 48 Batch 368/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.902, Loss: 0.181 Epoch 48 Batch 369/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.902, Loss: 0.165 Epoch 48 Batch 370/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.906, Loss: 0.179 Epoch 48 Batch 371/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.193 Epoch 48 Batch 372/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.177 Epoch 48 Batch 373/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.912, Loss: 0.158 Epoch 48 Batch 374/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.917, Loss: 0.211 Epoch 48 Batch 375/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.156 Epoch 48 Batch 376/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.186 Epoch 48 Batch 377/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.183 Epoch 48 Batch 378/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.173 Epoch 48 Batch 379/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.919, Loss: 0.195 Epoch 48 Batch 380/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.180 Epoch 48 Batch 381/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.180 Epoch 48 Batch 382/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.222 Epoch 48 Batch 383/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.196 Epoch 48 Batch 384/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.164 Epoch 48 Batch 385/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.911, Loss: 0.183 Epoch 48 Batch 386/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.915, Loss: 0.188 Epoch 48 Batch 387/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.179 Epoch 48 Batch 388/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.915, Loss: 0.172 Epoch 48 Batch 389/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.176 Epoch 48 Batch 390/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.912, Loss: 0.210 Epoch 48 Batch 391/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.184 Epoch 48 Batch 392/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.907, Loss: 0.181 Epoch 48 Batch 393/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.162 Epoch 48 Batch 394/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.192 Epoch 48 Batch 395/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.909, Loss: 0.178 Epoch 48 Batch 396/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.905, Loss: 0.206 Epoch 48 Batch 397/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.188 Epoch 48 Batch 398/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.199 Epoch 48 Batch 399/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.909, Loss: 0.181 Epoch 48 Batch 400/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.211 Epoch 48 Batch 401/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.910, Loss: 0.169 Epoch 48 Batch 402/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.169 Epoch 48 Batch 403/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.211 Epoch 48 Batch 404/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.166 Epoch 48 Batch 405/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.195 Epoch 48 Batch 406/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.914, Loss: 0.167 Epoch 48 Batch 407/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.205 Epoch 48 Batch 408/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.197 Epoch 48 Batch 409/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.202 Epoch 48 Batch 410/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.196 Epoch 48 Batch 411/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.178 Epoch 48 Batch 412/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.920, Loss: 0.175 Epoch 48 Batch 413/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.173 Epoch 48 Batch 414/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.921, Loss: 0.198 Epoch 48 Batch 415/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.921, Loss: 0.173 Epoch 48 Batch 416/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.173 Epoch 48 Batch 417/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.212 Epoch 48 Batch 418/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.163 Epoch 48 Batch 419/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.183 Epoch 48 Batch 420/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.163 Epoch 48 Batch 421/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.207 Epoch 48 Batch 422/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.159 Epoch 48 Batch 423/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.197 Epoch 48 Batch 424/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.915, Loss: 0.188 Epoch 48 Batch 425/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.173 Epoch 48 Batch 426/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.214 Epoch 48 Batch 427/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.193 Epoch 48 Batch 428/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.917, Loss: 0.169 Epoch 48 Batch 429/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.168 Epoch 48 Batch 430/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.154 Epoch 48 Batch 431/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.166 Epoch 48 Batch 432/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.921, Loss: 0.183 Epoch 48 Batch 433/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.922, Loss: 0.182 Epoch 48 Batch 434/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.181 Epoch 48 Batch 435/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.190 Epoch 48 Batch 436/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.166 Epoch 48 Batch 437/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.171 Epoch 48 Batch 438/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.179 Epoch 48 Batch 439/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.203 Epoch 48 Batch 440/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.214 Epoch 48 Batch 441/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.170 Epoch 48 Batch 442/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.187 Epoch 48 Batch 443/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.194 Epoch 48 Batch 444/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.164 Epoch 48 Batch 445/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.178 Epoch 48 Batch 446/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.151 Epoch 48 Batch 447/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.921, Loss: 0.194 Epoch 48 Batch 448/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.912, Loss: 0.202 Epoch 48 Batch 449/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.197 Epoch 48 Batch 450/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.194 Epoch 48 Batch 451/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.178 Epoch 48 Batch 452/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.215 Epoch 48 Batch 453/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.906, Loss: 0.179 Epoch 48 Batch 454/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.193 Epoch 48 Batch 455/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.190 Epoch 48 Batch 456/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.174 Epoch 48 Batch 457/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.173 Epoch 48 Batch 458/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.189 Epoch 48 Batch 459/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.179 Epoch 48 Batch 460/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.168 Epoch 48 Batch 461/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.917, Loss: 0.181 Epoch 48 Batch 462/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.913, Loss: 0.192 Epoch 48 Batch 463/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.172 Epoch 48 Batch 464/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.177 Epoch 48 Batch 465/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.207 Epoch 48 Batch 466/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.166 Epoch 48 Batch 467/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.208 Epoch 48 Batch 468/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.170 Epoch 48 Batch 469/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.180 Epoch 48 Batch 470/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.171 Epoch 48 Batch 471/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.922, Loss: 0.162 Epoch 48 Batch 472/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.175 Epoch 48 Batch 473/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.187 Epoch 48 Batch 474/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.916, Loss: 0.195 Epoch 48 Batch 475/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.169 Epoch 48 Batch 476/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.180 Epoch 48 Batch 477/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.182 Epoch 48 Batch 478/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.196 Epoch 48 Batch 479/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.184 Epoch 48 Batch 480/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.184 Epoch 48 Batch 481/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.932, Loss: 0.186 Epoch 48 Batch 482/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.932, Loss: 0.189 Epoch 48 Batch 483/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.932, Loss: 0.201 Epoch 48 Batch 484/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.932, Loss: 0.203 Epoch 48 Batch 485/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.930, Loss: 0.171 Epoch 48 Batch 486/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.164 Epoch 48 Batch 487/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.199 Epoch 48 Batch 488/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.184 Epoch 48 Batch 489/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.181 Epoch 48 Batch 490/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.187 Epoch 48 Batch 491/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.193 Epoch 48 Batch 492/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.213 Epoch 48 Batch 493/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.168 Epoch 48 Batch 494/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.927, Loss: 0.188 Epoch 48 Batch 495/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.927, Loss: 0.176 Epoch 48 Batch 496/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.189 Epoch 48 Batch 497/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.203 Epoch 48 Batch 498/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.181 Epoch 48 Batch 499/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.170 Epoch 48 Batch 500/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.173 Epoch 48 Batch 501/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.168 Epoch 48 Batch 502/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.920, Loss: 0.165 Epoch 48 Batch 503/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.183 Epoch 48 Batch 504/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.925, Loss: 0.182 Epoch 48 Batch 505/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.146 Epoch 48 Batch 506/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.167 Epoch 48 Batch 507/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.175 Epoch 48 Batch 508/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.166 Epoch 48 Batch 509/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.920, Loss: 0.222 Epoch 48 Batch 510/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.172 Epoch 48 Batch 511/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.177 Epoch 48 Batch 512/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.925, Loss: 0.182 Epoch 48 Batch 513/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.191 Epoch 48 Batch 514/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.920, Loss: 0.190 Epoch 48 Batch 515/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.185 Epoch 48 Batch 516/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.171 Epoch 48 Batch 517/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.187 Epoch 48 Batch 518/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.924, Loss: 0.162 Epoch 48 Batch 519/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.924, Loss: 0.182 Epoch 48 Batch 520/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.166 Epoch 48 Batch 521/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.923, Loss: 0.191 Epoch 48 Batch 522/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.923, Loss: 0.221 Epoch 48 Batch 523/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.182 Epoch 48 Batch 524/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.184 Epoch 48 Batch 525/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.183 Epoch 48 Batch 526/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.921, Loss: 0.168 Epoch 48 Batch 527/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.172 Epoch 48 Batch 528/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.177 Epoch 48 Batch 529/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.181 Epoch 48 Batch 530/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.197 Epoch 48 Batch 531/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.911, Loss: 0.185 Epoch 48 Batch 532/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.211 Epoch 48 Batch 533/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.215 Epoch 48 Batch 534/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.180 Epoch 48 Batch 535/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.915, Loss: 0.182 Epoch 48 Batch 536/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.182 Epoch 48 Batch 537/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.172 Epoch 48 Batch 538/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.915, Loss: 0.158 Epoch 48 Batch 539/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.915, Loss: 0.217 Epoch 48 Batch 540/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.916, Loss: 0.153 Epoch 48 Batch 541/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.180 Epoch 48 Batch 542/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.178 Epoch 48 Batch 543/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.195 Epoch 48 Batch 544/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.913, Loss: 0.151 Epoch 48 Batch 545/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.193 Epoch 48 Batch 546/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.196 Epoch 48 Batch 547/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.183 Epoch 48 Batch 548/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.189 Epoch 48 Batch 549/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.214 Epoch 48 Batch 550/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.186 Epoch 48 Batch 551/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.176 Epoch 48 Batch 552/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.185 Epoch 48 Batch 553/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.207 Epoch 48 Batch 554/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.191 Epoch 48 Batch 555/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.178 Epoch 48 Batch 556/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.148 Epoch 48 Batch 557/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.192 Epoch 48 Batch 558/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.181 Epoch 48 Batch 559/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.178 Epoch 48 Batch 560/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.915, Loss: 0.160 Epoch 48 Batch 561/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.168 Epoch 48 Batch 562/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.914, Loss: 0.164 Epoch 48 Batch 563/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.919, Loss: 0.218 Epoch 48 Batch 564/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.211 Epoch 48 Batch 565/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.919, Loss: 0.194 Epoch 48 Batch 566/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.922, Loss: 0.220 Epoch 48 Batch 567/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.179 Epoch 48 Batch 568/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.184 Epoch 48 Batch 569/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.199 Epoch 48 Batch 570/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.234 Epoch 48 Batch 571/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.183 Epoch 48 Batch 572/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.175 Epoch 48 Batch 573/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.217 Epoch 48 Batch 574/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.187 Epoch 48 Batch 575/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.195 Epoch 48 Batch 576/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.175 Epoch 48 Batch 577/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.196 Epoch 48 Batch 578/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.921, Loss: 0.186 Epoch 48 Batch 579/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.175 Epoch 48 Batch 580/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.156 Epoch 48 Batch 581/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.915, Loss: 0.155 Epoch 48 Batch 582/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.200 Epoch 48 Batch 583/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.200 Epoch 48 Batch 584/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.200 Epoch 48 Batch 585/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.158 Epoch 48 Batch 586/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.185 Epoch 48 Batch 587/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.185 Epoch 48 Batch 588/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.177 Epoch 48 Batch 589/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.916, Loss: 0.187 Epoch 48 Batch 590/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.199 Epoch 48 Batch 591/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.184 Epoch 48 Batch 592/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.196 Epoch 48 Batch 593/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.210 Epoch 48 Batch 594/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.186 Epoch 48 Batch 595/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.183 Epoch 48 Batch 596/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.193 Epoch 48 Batch 597/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.167 Epoch 48 Batch 598/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.172 Epoch 48 Batch 599/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.245 Epoch 48 Batch 600/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.177 Epoch 48 Batch 601/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.183 Epoch 48 Batch 602/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.920, Loss: 0.196 Epoch 48 Batch 603/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.190 Epoch 48 Batch 604/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.199 Epoch 48 Batch 605/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.216 Epoch 48 Batch 606/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.921, Loss: 0.152 Epoch 48 Batch 607/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.180 Epoch 48 Batch 608/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.188 Epoch 48 Batch 609/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.926, Loss: 0.206 Epoch 48 Batch 610/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.925, Loss: 0.210 Epoch 48 Batch 611/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.210 Epoch 48 Batch 612/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.167 Epoch 48 Batch 613/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.211 Epoch 48 Batch 614/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.161 Epoch 48 Batch 615/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.174 Epoch 48 Batch 616/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.192 Epoch 48 Batch 617/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.179 Epoch 48 Batch 618/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.181 Epoch 48 Batch 619/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.925, Loss: 0.159 Epoch 48 Batch 620/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.920, Loss: 0.175 Epoch 48 Batch 621/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.920, Loss: 0.186 Epoch 48 Batch 622/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.185 Epoch 48 Batch 623/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.197 Epoch 48 Batch 624/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.190 Epoch 48 Batch 625/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.161 Epoch 48 Batch 626/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.180 Epoch 48 Batch 627/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.171 Epoch 48 Batch 628/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.189 Epoch 48 Batch 629/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.189 Epoch 48 Batch 630/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.164 Epoch 48 Batch 631/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.192 Epoch 48 Batch 632/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.176 Epoch 48 Batch 633/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.196 Epoch 48 Batch 634/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.164 Epoch 48 Batch 635/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.222 Epoch 48 Batch 636/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.168 Epoch 48 Batch 637/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.192 Epoch 48 Batch 638/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.179 Epoch 48 Batch 639/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.182 Epoch 48 Batch 640/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.163 Epoch 48 Batch 641/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.192 Epoch 48 Batch 642/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.169 Epoch 48 Batch 643/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.159 Epoch 48 Batch 644/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.175 Epoch 48 Batch 645/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.169 Epoch 48 Batch 646/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.174 Epoch 48 Batch 647/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.184 Epoch 48 Batch 648/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.176 Epoch 48 Batch 649/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.189 Epoch 48 Batch 650/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.191 Epoch 48 Batch 651/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.181 Epoch 48 Batch 652/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.190 Epoch 48 Batch 653/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.202 Epoch 48 Batch 654/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.178 Epoch 48 Batch 655/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.205 Epoch 48 Batch 656/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.187 Epoch 48 Batch 657/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.188 Epoch 48 Batch 658/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.171 Epoch 48 Batch 659/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.183 Epoch 48 Batch 660/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.172 Epoch 48 Batch 661/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.917, Loss: 0.177 Epoch 48 Batch 662/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.162 Epoch 48 Batch 663/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.177 Epoch 48 Batch 664/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.172 Epoch 48 Batch 665/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.176 Epoch 48 Batch 666/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.183 Epoch 48 Batch 667/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.920, Loss: 0.192 Epoch 48 Batch 668/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.179 Epoch 48 Batch 669/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.174 Epoch 48 Batch 670/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.175 Epoch 48 Batch 671/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.206 Epoch 48 Batch 672/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.187 Epoch 48 Batch 673/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.183 Epoch 48 Batch 674/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.170 Epoch 48 Batch 675/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.209 Epoch 48 Batch 676/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.192 Epoch 48 Batch 677/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.927, Loss: 0.213 Epoch 48 Batch 678/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.161 Epoch 48 Batch 679/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.203 Epoch 48 Batch 680/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.162 Epoch 48 Batch 681/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.173 Epoch 48 Batch 682/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.919, Loss: 0.186 Epoch 48 Batch 683/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.164 Epoch 48 Batch 684/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.159 Epoch 48 Batch 685/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.200 Epoch 48 Batch 686/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.168 Epoch 48 Batch 687/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.202 Epoch 48 Batch 688/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.178 Epoch 48 Batch 689/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.912, Loss: 0.181 Epoch 48 Batch 690/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.183 Epoch 48 Batch 691/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.906, Loss: 0.201 Epoch 48 Batch 692/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.164 Epoch 48 Batch 693/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.898, Loss: 0.239 Epoch 48 Batch 694/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.902, Loss: 0.182 Epoch 48 Batch 695/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.907, Loss: 0.181 Epoch 48 Batch 696/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.914, Loss: 0.194 Epoch 48 Batch 697/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.184 Epoch 48 Batch 698/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.182 Epoch 48 Batch 699/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.181 Epoch 48 Batch 700/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.149 Epoch 48 Batch 701/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.198 Epoch 48 Batch 702/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.230 Epoch 48 Batch 703/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.175 Epoch 48 Batch 704/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.205 Epoch 48 Batch 705/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.194 Epoch 48 Batch 706/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.913, Loss: 0.193 Epoch 48 Batch 707/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.179 Epoch 48 Batch 708/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.180 Epoch 48 Batch 709/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.913, Loss: 0.193 Epoch 48 Batch 710/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.178 Epoch 48 Batch 711/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.202 Epoch 48 Batch 712/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.914, Loss: 0.177 Epoch 48 Batch 713/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.166 Epoch 48 Batch 714/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.166 Epoch 48 Batch 715/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.913, Loss: 0.226 Epoch 48 Batch 716/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.912, Loss: 0.162 Epoch 48 Batch 717/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.917, Loss: 0.163 Epoch 48 Batch 718/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.173 Epoch 48 Batch 719/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.914, Loss: 0.186 Epoch 48 Batch 720/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.224 Epoch 48 Batch 721/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.180 Epoch 48 Batch 722/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.165 Epoch 48 Batch 723/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.176 Epoch 48 Batch 724/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.204 Epoch 48 Batch 725/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.919, Loss: 0.170 Epoch 48 Batch 726/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.162 Epoch 48 Batch 727/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.181 Epoch 48 Batch 728/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.195 Epoch 48 Batch 729/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.208 Epoch 48 Batch 730/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.203 Epoch 48 Batch 731/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.188 Epoch 48 Batch 732/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.192 Epoch 48 Batch 733/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.192 Epoch 48 Batch 734/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.206 Epoch 48 Batch 735/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.161 Epoch 48 Batch 736/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.164 Epoch 48 Batch 737/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.197 Epoch 48 Batch 738/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.165 Epoch 48 Batch 739/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.912, Loss: 0.176 Epoch 48 Batch 740/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.177 Epoch 48 Batch 741/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.197 Epoch 48 Batch 742/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.180 Epoch 48 Batch 743/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.915, Loss: 0.180 Epoch 48 Batch 744/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.189 Epoch 48 Batch 745/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.194 Epoch 48 Batch 746/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.907, Loss: 0.191 Epoch 48 Batch 747/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.155 Epoch 48 Batch 748/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.171 Epoch 48 Batch 749/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.914, Loss: 0.194 Epoch 48 Batch 750/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.205 Epoch 48 Batch 751/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.182 Epoch 48 Batch 752/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.172 Epoch 48 Batch 753/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.181 Epoch 48 Batch 754/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.187 Epoch 48 Batch 755/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.197 Epoch 48 Batch 756/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.167 Epoch 48 Batch 757/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.182 Epoch 48 Batch 758/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.161 Epoch 48 Batch 759/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.151 Epoch 48 Batch 760/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.186 Epoch 48 Batch 761/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.192 Epoch 48 Batch 762/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.165 Epoch 48 Batch 763/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.165 Epoch 48 Batch 764/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.178 Epoch 48 Batch 765/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.179 Epoch 48 Batch 766/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.202 Epoch 48 Batch 767/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.186 Epoch 48 Batch 768/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.172 Epoch 48 Batch 769/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.194 Epoch 48 Batch 770/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.925, Loss: 0.170 Epoch 48 Batch 771/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.193 Epoch 48 Batch 772/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.927, Loss: 0.175 Epoch 48 Batch 773/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.929, Loss: 0.166 Epoch 48 Batch 774/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.205 Epoch 48 Batch 775/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.930, Loss: 0.179 Epoch 48 Batch 776/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.166 Epoch 48 Batch 777/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.226 Epoch 48 Batch 778/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.933, Loss: 0.163 Epoch 48 Batch 779/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.933, Loss: 0.184 Epoch 48 Batch 780/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.933, Loss: 0.200 Epoch 48 Batch 781/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.929, Loss: 0.154 Epoch 48 Batch 782/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.186 Epoch 48 Batch 783/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.197 Epoch 48 Batch 784/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.929, Loss: 0.170 Epoch 48 Batch 785/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.161 Epoch 48 Batch 786/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.935, Loss: 0.184 Epoch 48 Batch 787/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.933, Loss: 0.170 Epoch 48 Batch 788/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.175 Epoch 48 Batch 789/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.926, Loss: 0.194 Epoch 48 Batch 790/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.926, Loss: 0.213 Epoch 48 Batch 791/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.208 Epoch 48 Batch 792/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.196 Epoch 48 Batch 793/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.183 Epoch 48 Batch 794/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.182 Epoch 48 Batch 795/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.200 Epoch 48 Batch 796/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.200 Epoch 48 Batch 797/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.162 Epoch 48 Batch 798/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.176 Epoch 48 Batch 799/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.920, Loss: 0.220 Epoch 48 Batch 800/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.910, Loss: 0.175 Epoch 48 Batch 801/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.206 Epoch 48 Batch 802/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.186 Epoch 48 Batch 803/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.192 Epoch 48 Batch 804/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.903, Loss: 0.178 Epoch 48 Batch 805/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.904, Loss: 0.183 Epoch 48 Batch 806/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.906, Loss: 0.167 Epoch 48 Batch 807/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.911, Loss: 0.153 Epoch 48 Batch 808/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.910, Loss: 0.196 Epoch 48 Batch 809/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.203 Epoch 48 Batch 810/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.158 Epoch 48 Batch 811/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.171 Epoch 48 Batch 812/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.192 Epoch 48 Batch 813/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.172 Epoch 48 Batch 814/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.184 Epoch 48 Batch 815/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.169 Epoch 48 Batch 816/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.196 Epoch 48 Batch 817/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.198 Epoch 48 Batch 818/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.190 Epoch 48 Batch 819/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.168 Epoch 48 Batch 820/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.918, Loss: 0.198 Epoch 48 Batch 821/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.189 Epoch 48 Batch 822/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.919, Loss: 0.175 Epoch 48 Batch 823/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.919, Loss: 0.172 Epoch 48 Batch 824/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.182 Epoch 48 Batch 825/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.914, Loss: 0.170 Epoch 48 Batch 826/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.179 Epoch 48 Batch 827/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.191 Epoch 48 Batch 828/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.166 Epoch 48 Batch 829/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.913, Loss: 0.220 Epoch 48 Batch 830/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.197 Epoch 48 Batch 831/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.912, Loss: 0.193 Epoch 48 Batch 832/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.192 Epoch 48 Batch 833/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.183 Epoch 48 Batch 834/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.196 Epoch 48 Batch 835/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.201 Epoch 48 Batch 836/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.922, Loss: 0.191 Epoch 48 Batch 837/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.202 Epoch 48 Batch 838/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.178 Epoch 48 Batch 839/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.160 Epoch 48 Batch 840/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.160 Epoch 48 Batch 841/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.196 Epoch 48 Batch 842/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.150 Epoch 48 Batch 843/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.189 Epoch 48 Batch 844/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.171 Epoch 48 Batch 845/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.158 Epoch 48 Batch 846/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.919, Loss: 0.192 Epoch 48 Batch 847/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.203 Epoch 48 Batch 848/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.919, Loss: 0.181 Epoch 48 Batch 849/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.179 Epoch 48 Batch 850/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.210 Epoch 48 Batch 851/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.211 Epoch 48 Batch 852/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.921, Loss: 0.212 Epoch 48 Batch 853/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.181 Epoch 48 Batch 854/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.915, Loss: 0.194 Epoch 48 Batch 855/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.176 Epoch 48 Batch 856/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.185 Epoch 48 Batch 857/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.166 Epoch 48 Batch 858/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.180 Epoch 48 Batch 859/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.195 Epoch 48 Batch 860/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.178 Epoch 48 Batch 861/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.180 Epoch 48 Batch 862/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.198 Epoch 48 Batch 863/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.164 Epoch 48 Batch 864/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.181 Epoch 48 Batch 865/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.181 Epoch 48 Batch 866/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.184 Epoch 48 Batch 867/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.918, Loss: 0.226 Epoch 48 Batch 868/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.195 Epoch 48 Batch 869/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.184 Epoch 48 Batch 870/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.194 Epoch 48 Batch 871/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.914, Loss: 0.175 Epoch 48 Batch 872/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.921, Loss: 0.187 Epoch 48 Batch 873/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.195 Epoch 48 Batch 874/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.920, Loss: 0.214 Epoch 48 Batch 875/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.200 Epoch 48 Batch 876/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.917, Loss: 0.180 Epoch 48 Batch 877/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.912, Loss: 0.170 Epoch 48 Batch 878/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.181 Epoch 48 Batch 879/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.162 Epoch 48 Batch 880/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.204 Epoch 48 Batch 881/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.183 Epoch 48 Batch 882/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.209 Epoch 48 Batch 883/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.921, Loss: 0.222 Epoch 48 Batch 884/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.922, Loss: 0.189 Epoch 48 Batch 885/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.141 Epoch 48 Batch 886/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.198 Epoch 48 Batch 887/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.915, Loss: 0.212 Epoch 48 Batch 888/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.170 Epoch 48 Batch 889/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.200 Epoch 48 Batch 890/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.172 Epoch 48 Batch 891/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.180 Epoch 48 Batch 892/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.159 Epoch 48 Batch 893/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.199 Epoch 48 Batch 894/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.917, Loss: 0.178 Epoch 48 Batch 895/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.184 Epoch 48 Batch 896/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.202 Epoch 48 Batch 897/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.171 Epoch 48 Batch 898/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.175 Epoch 48 Batch 899/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.189 Epoch 48 Batch 900/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.190 Epoch 48 Batch 901/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.918, Loss: 0.186 Epoch 48 Batch 902/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.922, Loss: 0.197 Epoch 48 Batch 903/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.179 Epoch 48 Batch 904/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.159 Epoch 48 Batch 905/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.922, Loss: 0.178 Epoch 48 Batch 906/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.171 Epoch 48 Batch 907/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.171 Epoch 48 Batch 908/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.197 Epoch 48 Batch 909/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.185 Epoch 48 Batch 910/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.174 Epoch 48 Batch 911/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.181 Epoch 48 Batch 912/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.179 Epoch 48 Batch 913/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.224 Epoch 48 Batch 914/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.218 Epoch 48 Batch 915/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.925, Loss: 0.188 Epoch 48 Batch 916/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.190 Epoch 48 Batch 917/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.176 Epoch 48 Batch 918/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.175 Epoch 48 Batch 919/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.921, Loss: 0.146 Epoch 48 Batch 920/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.205 Epoch 48 Batch 921/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.200 Epoch 48 Batch 922/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.184 Epoch 48 Batch 923/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.916, Loss: 0.171 Epoch 48 Batch 924/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.218 Epoch 48 Batch 925/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.175 Epoch 48 Batch 926/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.209 Epoch 48 Batch 927/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.210 Epoch 48 Batch 928/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.190 Epoch 48 Batch 929/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.198 Epoch 48 Batch 930/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.167 Epoch 48 Batch 931/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.175 Epoch 48 Batch 932/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.184 Epoch 48 Batch 933/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.176 Epoch 48 Batch 934/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.195 Epoch 48 Batch 935/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.190 Epoch 48 Batch 936/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.211 Epoch 48 Batch 937/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.208 Epoch 48 Batch 938/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.201 Epoch 48 Batch 939/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.243 Epoch 48 Batch 940/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.173 Epoch 48 Batch 941/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.171 Epoch 48 Batch 942/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.920, Loss: 0.189 Epoch 48 Batch 943/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.178 Epoch 48 Batch 944/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.924, Loss: 0.153 Epoch 48 Batch 945/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.924, Loss: 0.182 Epoch 48 Batch 946/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.925, Loss: 0.175 Epoch 48 Batch 947/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.926, Loss: 0.208 Epoch 48 Batch 948/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.185 Epoch 48 Batch 949/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.155 Epoch 48 Batch 950/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.174 Epoch 48 Batch 951/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.186 Epoch 48 Batch 952/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.921, Loss: 0.163 Epoch 48 Batch 953/1077 - Train Accuracy: 0.968, Validation Accuracy: 0.921, Loss: 0.165 Epoch 48 Batch 954/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.190 Epoch 48 Batch 955/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.920, Loss: 0.192 Epoch 48 Batch 956/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.203 Epoch 48 Batch 957/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.170 Epoch 48 Batch 958/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.178 Epoch 48 Batch 959/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.920, Loss: 0.168 Epoch 48 Batch 960/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.172 Epoch 48 Batch 961/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.178 Epoch 48 Batch 962/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.180 Epoch 48 Batch 963/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.212 Epoch 48 Batch 964/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.168 Epoch 48 Batch 965/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.924, Loss: 0.211 Epoch 48 Batch 966/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.168 Epoch 48 Batch 967/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.170 Epoch 48 Batch 968/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.915, Loss: 0.206 Epoch 48 Batch 969/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.225 Epoch 48 Batch 970/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.202 Epoch 48 Batch 971/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.182 Epoch 48 Batch 972/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.175 Epoch 48 Batch 973/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.911, Loss: 0.160 Epoch 48 Batch 974/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.171 Epoch 48 Batch 975/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.183 Epoch 48 Batch 976/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.168 Epoch 48 Batch 977/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.151 Epoch 48 Batch 978/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.197 Epoch 48 Batch 979/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.905, Loss: 0.190 Epoch 48 Batch 980/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.189 Epoch 48 Batch 981/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.188 Epoch 48 Batch 982/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.906, Loss: 0.176 Epoch 48 Batch 983/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.193 Epoch 48 Batch 984/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.911, Loss: 0.194 Epoch 48 Batch 985/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.909, Loss: 0.159 Epoch 48 Batch 986/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.908, Loss: 0.193 Epoch 48 Batch 987/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.908, Loss: 0.192 Epoch 48 Batch 988/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.198 Epoch 48 Batch 989/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.196 Epoch 48 Batch 990/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.214 Epoch 48 Batch 991/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.180 Epoch 48 Batch 992/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.911, Loss: 0.183 Epoch 48 Batch 993/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.171 Epoch 48 Batch 994/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.196 Epoch 48 Batch 995/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.907, Loss: 0.188 Epoch 48 Batch 996/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.188 Epoch 48 Batch 997/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.180 Epoch 48 Batch 998/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.908, Loss: 0.165 Epoch 48 Batch 999/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.182 Epoch 48 Batch 1000/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.170 Epoch 48 Batch 1001/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.174 Epoch 48 Batch 1002/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.153 Epoch 48 Batch 1003/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.173 Epoch 48 Batch 1004/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.194 Epoch 48 Batch 1005/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.201 Epoch 48 Batch 1006/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.162 Epoch 48 Batch 1007/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.185 Epoch 48 Batch 1008/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.210 Epoch 48 Batch 1009/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.168 Epoch 48 Batch 1010/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.919, Loss: 0.186 Epoch 48 Batch 1011/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.194 Epoch 48 Batch 1012/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.162 Epoch 48 Batch 1013/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.170 Epoch 48 Batch 1014/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.919, Loss: 0.194 Epoch 48 Batch 1015/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.204 Epoch 48 Batch 1016/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.914, Loss: 0.191 Epoch 48 Batch 1017/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.192 Epoch 48 Batch 1018/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.911, Loss: 0.202 Epoch 48 Batch 1019/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.210 Epoch 48 Batch 1020/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.915, Loss: 0.167 Epoch 48 Batch 1021/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.172 Epoch 48 Batch 1022/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.167 Epoch 48 Batch 1023/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.164 Epoch 48 Batch 1024/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.917, Loss: 0.203 Epoch 48 Batch 1025/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.201 Epoch 48 Batch 1026/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.917, Loss: 0.183 Epoch 48 Batch 1027/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.909, Loss: 0.222 Epoch 48 Batch 1028/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.175 Epoch 48 Batch 1029/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.908, Loss: 0.197 Epoch 48 Batch 1030/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.202 Epoch 48 Batch 1031/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.196 Epoch 48 Batch 1032/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.216 Epoch 48 Batch 1033/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.898, Loss: 0.181 Epoch 48 Batch 1034/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.898, Loss: 0.187 Epoch 48 Batch 1035/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.899, Loss: 0.142 Epoch 48 Batch 1036/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.218 Epoch 48 Batch 1037/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.200 Epoch 48 Batch 1038/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.900, Loss: 0.198 Epoch 48 Batch 1039/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.180 Epoch 48 Batch 1040/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.213 Epoch 48 Batch 1041/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.185 Epoch 48 Batch 1042/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.904, Loss: 0.164 Epoch 48 Batch 1043/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.203 Epoch 48 Batch 1044/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.908, Loss: 0.199 Epoch 48 Batch 1045/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.183 Epoch 48 Batch 1046/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.910, Loss: 0.179 Epoch 48 Batch 1047/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.175 Epoch 48 Batch 1048/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.171 Epoch 48 Batch 1049/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.198 Epoch 48 Batch 1050/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.201 Epoch 48 Batch 1051/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.192 Epoch 48 Batch 1052/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.173 Epoch 48 Batch 1053/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.199 Epoch 48 Batch 1054/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.179 Epoch 48 Batch 1055/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.187 Epoch 48 Batch 1056/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.189 Epoch 48 Batch 1057/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.922, Loss: 0.190 Epoch 48 Batch 1058/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.208 Epoch 48 Batch 1059/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.921, Loss: 0.216 Epoch 48 Batch 1060/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.156 Epoch 48 Batch 1061/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.921, Loss: 0.206 Epoch 48 Batch 1062/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.200 Epoch 48 Batch 1063/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.917, Loss: 0.192 Epoch 48 Batch 1064/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.175 Epoch 48 Batch 1065/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.172 Epoch 48 Batch 1066/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.172 Epoch 48 Batch 1067/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.215 Epoch 48 Batch 1068/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.184 Epoch 48 Batch 1069/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.157 Epoch 48 Batch 1070/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.913, Loss: 0.173 Epoch 48 Batch 1071/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.185 Epoch 48 Batch 1072/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.193 Epoch 48 Batch 1073/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.198 Epoch 48 Batch 1074/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.215 Epoch 48 Batch 1075/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.913, Loss: 0.216 Epoch 49 Batch 0/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.151 Epoch 49 Batch 1/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.920, Loss: 0.184 Epoch 49 Batch 2/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.925, Loss: 0.166 Epoch 49 Batch 3/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.189 Epoch 49 Batch 4/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.171 Epoch 49 Batch 5/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.916, Loss: 0.206 Epoch 49 Batch 6/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.177 Epoch 49 Batch 7/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.162 Epoch 49 Batch 8/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.174 Epoch 49 Batch 9/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.164 Epoch 49 Batch 10/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.192 Epoch 49 Batch 11/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.189 Epoch 49 Batch 12/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.186 Epoch 49 Batch 13/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.220 Epoch 49 Batch 14/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.916, Loss: 0.154 Epoch 49 Batch 15/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.911, Loss: 0.170 Epoch 49 Batch 16/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.175 Epoch 49 Batch 17/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.174 Epoch 49 Batch 18/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.208 Epoch 49 Batch 19/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.200 Epoch 49 Batch 20/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.156 Epoch 49 Batch 21/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.203 Epoch 49 Batch 22/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.185 Epoch 49 Batch 23/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.188 Epoch 49 Batch 24/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.187 Epoch 49 Batch 25/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.908, Loss: 0.158 Epoch 49 Batch 26/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.199 Epoch 49 Batch 27/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.173 Epoch 49 Batch 28/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.914, Loss: 0.184 Epoch 49 Batch 29/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.179 Epoch 49 Batch 30/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.178 Epoch 49 Batch 31/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.176 Epoch 49 Batch 32/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.165 Epoch 49 Batch 33/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.908, Loss: 0.162 Epoch 49 Batch 34/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.189 Epoch 49 Batch 35/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.912, Loss: 0.174 Epoch 49 Batch 36/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.182 Epoch 49 Batch 37/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.913, Loss: 0.174 Epoch 49 Batch 38/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.213 Epoch 49 Batch 39/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.229 Epoch 49 Batch 40/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.177 Epoch 49 Batch 41/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.174 Epoch 49 Batch 42/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.910, Loss: 0.204 Epoch 49 Batch 43/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.151 Epoch 49 Batch 44/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.201 Epoch 49 Batch 45/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.915, Loss: 0.184 Epoch 49 Batch 46/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.916, Loss: 0.204 Epoch 49 Batch 47/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.911, Loss: 0.174 Epoch 49 Batch 48/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.911, Loss: 0.212 Epoch 49 Batch 49/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.206 Epoch 49 Batch 50/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.917, Loss: 0.176 Epoch 49 Batch 51/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.175 Epoch 49 Batch 52/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.176 Epoch 49 Batch 53/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.200 Epoch 49 Batch 54/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.917, Loss: 0.227 Epoch 49 Batch 55/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.170 Epoch 49 Batch 56/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.163 Epoch 49 Batch 57/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.169 Epoch 49 Batch 58/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.171 Epoch 49 Batch 59/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.910, Loss: 0.179 Epoch 49 Batch 60/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.167 Epoch 49 Batch 61/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.189 Epoch 49 Batch 62/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.913, Loss: 0.185 Epoch 49 Batch 63/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.913, Loss: 0.162 Epoch 49 Batch 64/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.182 Epoch 49 Batch 65/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.181 Epoch 49 Batch 66/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.152 Epoch 49 Batch 67/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.170 Epoch 49 Batch 68/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.191 Epoch 49 Batch 69/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.208 Epoch 49 Batch 70/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.909, Loss: 0.197 Epoch 49 Batch 71/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.159 Epoch 49 Batch 72/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.903, Loss: 0.175 Epoch 49 Batch 73/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.186 Epoch 49 Batch 74/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.154 Epoch 49 Batch 75/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.907, Loss: 0.229 Epoch 49 Batch 76/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.907, Loss: 0.156 Epoch 49 Batch 77/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.195 Epoch 49 Batch 78/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.172 Epoch 49 Batch 79/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.918, Loss: 0.191 Epoch 49 Batch 80/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.163 Epoch 49 Batch 81/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.917, Loss: 0.165 Epoch 49 Batch 82/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.164 Epoch 49 Batch 83/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.191 Epoch 49 Batch 84/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.182 Epoch 49 Batch 85/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.159 Epoch 49 Batch 86/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.187 Epoch 49 Batch 87/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.221 Epoch 49 Batch 88/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.915, Loss: 0.233 Epoch 49 Batch 89/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.195 Epoch 49 Batch 90/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.175 Epoch 49 Batch 91/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.918, Loss: 0.155 Epoch 49 Batch 92/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.186 Epoch 49 Batch 93/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.173 Epoch 49 Batch 94/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.160 Epoch 49 Batch 95/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.193 Epoch 49 Batch 96/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.919, Loss: 0.184 Epoch 49 Batch 97/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.920, Loss: 0.185 Epoch 49 Batch 98/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.179 Epoch 49 Batch 99/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.199 Epoch 49 Batch 100/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.168 Epoch 49 Batch 101/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.925, Loss: 0.169 Epoch 49 Batch 102/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.163 Epoch 49 Batch 103/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.198 Epoch 49 Batch 104/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.177 Epoch 49 Batch 105/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.184 Epoch 49 Batch 106/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.200 Epoch 49 Batch 107/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.204 Epoch 49 Batch 108/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.899, Loss: 0.167 Epoch 49 Batch 109/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.167 Epoch 49 Batch 110/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.899, Loss: 0.156 Epoch 49 Batch 111/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.899, Loss: 0.183 Epoch 49 Batch 112/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.158 Epoch 49 Batch 113/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.206 Epoch 49 Batch 114/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.162 Epoch 49 Batch 115/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.184 Epoch 49 Batch 116/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.913, Loss: 0.203 Epoch 49 Batch 117/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.928, Loss: 0.189 Epoch 49 Batch 118/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.921, Loss: 0.190 Epoch 49 Batch 119/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.187 Epoch 49 Batch 120/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.919, Loss: 0.217 Epoch 49 Batch 121/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.910, Loss: 0.186 Epoch 49 Batch 122/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.915, Loss: 0.178 Epoch 49 Batch 123/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.158 Epoch 49 Batch 124/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.189 Epoch 49 Batch 125/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.180 Epoch 49 Batch 126/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.160 Epoch 49 Batch 127/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.180 Epoch 49 Batch 128/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.910, Loss: 0.180 Epoch 49 Batch 129/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.190 Epoch 49 Batch 130/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.910, Loss: 0.166 Epoch 49 Batch 131/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.166 Epoch 49 Batch 132/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.190 Epoch 49 Batch 133/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.177 Epoch 49 Batch 134/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.173 Epoch 49 Batch 135/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.180 Epoch 49 Batch 136/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.170 Epoch 49 Batch 137/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.158 Epoch 49 Batch 138/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.168 Epoch 49 Batch 139/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.188 Epoch 49 Batch 140/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.922, Loss: 0.186 Epoch 49 Batch 141/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.162 Epoch 49 Batch 142/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.168 Epoch 49 Batch 143/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.925, Loss: 0.190 Epoch 49 Batch 144/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.222 Epoch 49 Batch 145/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.191 Epoch 49 Batch 146/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.222 Epoch 49 Batch 147/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.924, Loss: 0.202 Epoch 49 Batch 148/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.184 Epoch 49 Batch 149/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.180 Epoch 49 Batch 150/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.188 Epoch 49 Batch 151/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.160 Epoch 49 Batch 152/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.202 Epoch 49 Batch 153/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.215 Epoch 49 Batch 154/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.185 Epoch 49 Batch 155/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.919, Loss: 0.180 Epoch 49 Batch 156/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.165 Epoch 49 Batch 157/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.178 Epoch 49 Batch 158/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.187 Epoch 49 Batch 159/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.169 Epoch 49 Batch 160/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.168 Epoch 49 Batch 161/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.187 Epoch 49 Batch 162/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.205 Epoch 49 Batch 163/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.226 Epoch 49 Batch 164/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.178 Epoch 49 Batch 165/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.172 Epoch 49 Batch 166/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.202 Epoch 49 Batch 167/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.923, Loss: 0.168 Epoch 49 Batch 168/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.190 Epoch 49 Batch 169/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.172 Epoch 49 Batch 170/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.183 Epoch 49 Batch 171/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.175 Epoch 49 Batch 172/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.163 Epoch 49 Batch 173/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.181 Epoch 49 Batch 174/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.156 Epoch 49 Batch 175/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.171 Epoch 49 Batch 176/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.184 Epoch 49 Batch 177/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.916, Loss: 0.198 Epoch 49 Batch 178/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.164 Epoch 49 Batch 179/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.918, Loss: 0.205 Epoch 49 Batch 180/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.170 Epoch 49 Batch 181/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.918, Loss: 0.199 Epoch 49 Batch 182/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.919, Loss: 0.202 Epoch 49 Batch 183/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.919, Loss: 0.192 Epoch 49 Batch 184/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.173 Epoch 49 Batch 185/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.198 Epoch 49 Batch 186/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.199 Epoch 49 Batch 187/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.154 Epoch 49 Batch 188/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.926, Loss: 0.211 Epoch 49 Batch 189/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.156 Epoch 49 Batch 190/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.166 Epoch 49 Batch 191/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.153 Epoch 49 Batch 192/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.182 Epoch 49 Batch 193/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.188 Epoch 49 Batch 194/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.159 Epoch 49 Batch 195/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.174 Epoch 49 Batch 196/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.176 Epoch 49 Batch 197/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.171 Epoch 49 Batch 198/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.177 Epoch 49 Batch 199/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.159 Epoch 49 Batch 200/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.186 Epoch 49 Batch 201/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.148 Epoch 49 Batch 202/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.916, Loss: 0.188 Epoch 49 Batch 203/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.917, Loss: 0.181 Epoch 49 Batch 204/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.917, Loss: 0.214 Epoch 49 Batch 205/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.916, Loss: 0.200 Epoch 49 Batch 206/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.166 Epoch 49 Batch 207/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.177 Epoch 49 Batch 208/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.204 Epoch 49 Batch 209/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.915, Loss: 0.156 Epoch 49 Batch 210/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.188 Epoch 49 Batch 211/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.916, Loss: 0.186 Epoch 49 Batch 212/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.160 Epoch 49 Batch 213/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.916, Loss: 0.148 Epoch 49 Batch 214/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.174 Epoch 49 Batch 215/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.916, Loss: 0.191 Epoch 49 Batch 216/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.177 Epoch 49 Batch 217/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.163 Epoch 49 Batch 218/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.198 Epoch 49 Batch 219/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.162 Epoch 49 Batch 220/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.180 Epoch 49 Batch 221/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.178 Epoch 49 Batch 222/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.178 Epoch 49 Batch 223/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.917, Loss: 0.157 Epoch 49 Batch 224/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.180 Epoch 49 Batch 225/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.177 Epoch 49 Batch 226/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.175 Epoch 49 Batch 227/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.917, Loss: 0.220 Epoch 49 Batch 228/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.162 Epoch 49 Batch 229/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.180 Epoch 49 Batch 230/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.164 Epoch 49 Batch 231/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.205 Epoch 49 Batch 232/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.913, Loss: 0.177 Epoch 49 Batch 233/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.208 Epoch 49 Batch 234/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.912, Loss: 0.206 Epoch 49 Batch 235/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.919, Loss: 0.171 Epoch 49 Batch 236/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.210 Epoch 49 Batch 237/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.147 Epoch 49 Batch 238/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.185 Epoch 49 Batch 239/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.144 Epoch 49 Batch 240/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.918, Loss: 0.158 Epoch 49 Batch 241/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.149 Epoch 49 Batch 242/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.170 Epoch 49 Batch 243/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.169 Epoch 49 Batch 244/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.180 Epoch 49 Batch 245/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.173 Epoch 49 Batch 246/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.186 Epoch 49 Batch 247/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.187 Epoch 49 Batch 248/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.170 Epoch 49 Batch 249/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.172 Epoch 49 Batch 250/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.920, Loss: 0.162 Epoch 49 Batch 251/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.189 Epoch 49 Batch 252/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.184 Epoch 49 Batch 253/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.917, Loss: 0.171 Epoch 49 Batch 254/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.194 Epoch 49 Batch 255/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.916, Loss: 0.193 Epoch 49 Batch 256/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.920, Loss: 0.217 Epoch 49 Batch 257/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.180 Epoch 49 Batch 258/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.179 Epoch 49 Batch 259/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.170 Epoch 49 Batch 260/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.163 Epoch 49 Batch 261/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.919, Loss: 0.187 Epoch 49 Batch 262/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.171 Epoch 49 Batch 263/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.917, Loss: 0.171 Epoch 49 Batch 264/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.199 Epoch 49 Batch 265/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.169 Epoch 49 Batch 266/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.178 Epoch 49 Batch 267/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.158 Epoch 49 Batch 268/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.923, Loss: 0.181 Epoch 49 Batch 269/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.923, Loss: 0.214 Epoch 49 Batch 270/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.197 Epoch 49 Batch 271/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.180 Epoch 49 Batch 272/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.908, Loss: 0.244 Epoch 49 Batch 273/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.179 Epoch 49 Batch 274/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.185 Epoch 49 Batch 275/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.904, Loss: 0.167 Epoch 49 Batch 276/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.220 Epoch 49 Batch 277/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.906, Loss: 0.162 Epoch 49 Batch 278/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.905, Loss: 0.191 Epoch 49 Batch 279/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.201 Epoch 49 Batch 280/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.900, Loss: 0.194 Epoch 49 Batch 281/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.181 Epoch 49 Batch 282/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.900, Loss: 0.221 Epoch 49 Batch 283/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.900, Loss: 0.207 Epoch 49 Batch 284/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.900, Loss: 0.195 Epoch 49 Batch 285/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.898, Loss: 0.168 Epoch 49 Batch 286/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.898, Loss: 0.169 Epoch 49 Batch 287/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.903, Loss: 0.182 Epoch 49 Batch 288/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.192 Epoch 49 Batch 289/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.179 Epoch 49 Batch 290/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.929, Loss: 0.192 Epoch 49 Batch 291/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.203 Epoch 49 Batch 292/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.168 Epoch 49 Batch 293/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.928, Loss: 0.181 Epoch 49 Batch 294/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.178 Epoch 49 Batch 295/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.202 Epoch 49 Batch 296/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.170 Epoch 49 Batch 297/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.922, Loss: 0.208 Epoch 49 Batch 298/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.199 Epoch 49 Batch 299/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.176 Epoch 49 Batch 300/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.922, Loss: 0.157 Epoch 49 Batch 301/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.157 Epoch 49 Batch 302/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.932, Loss: 0.182 Epoch 49 Batch 303/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.933, Loss: 0.201 Epoch 49 Batch 304/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.924, Loss: 0.178 Epoch 49 Batch 305/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.184 Epoch 49 Batch 306/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.177 Epoch 49 Batch 307/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.922, Loss: 0.161 Epoch 49 Batch 308/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.204 Epoch 49 Batch 309/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.161 Epoch 49 Batch 310/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.183 Epoch 49 Batch 311/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.159 Epoch 49 Batch 312/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.920, Loss: 0.196 Epoch 49 Batch 313/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.173 Epoch 49 Batch 314/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.187 Epoch 49 Batch 315/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.921, Loss: 0.166 Epoch 49 Batch 316/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.160 Epoch 49 Batch 317/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.926, Loss: 0.210 Epoch 49 Batch 318/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.178 Epoch 49 Batch 319/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.920, Loss: 0.191 Epoch 49 Batch 320/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.181 Epoch 49 Batch 321/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.919, Loss: 0.179 Epoch 49 Batch 322/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.919, Loss: 0.171 Epoch 49 Batch 323/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.200 Epoch 49 Batch 324/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.919, Loss: 0.173 Epoch 49 Batch 325/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.169 Epoch 49 Batch 326/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.169 Epoch 49 Batch 327/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.194 Epoch 49 Batch 328/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.210 Epoch 49 Batch 329/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.924, Loss: 0.196 Epoch 49 Batch 330/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.184 Epoch 49 Batch 331/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.182 Epoch 49 Batch 332/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.151 Epoch 49 Batch 333/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.180 Epoch 49 Batch 334/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.186 Epoch 49 Batch 335/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.185 Epoch 49 Batch 336/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.223 Epoch 49 Batch 337/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.922, Loss: 0.200 Epoch 49 Batch 338/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.929, Loss: 0.196 Epoch 49 Batch 339/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.181 Epoch 49 Batch 340/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.177 Epoch 49 Batch 341/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.235 Epoch 49 Batch 342/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.174 Epoch 49 Batch 343/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.181 Epoch 49 Batch 344/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.929, Loss: 0.182 Epoch 49 Batch 345/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.187 Epoch 49 Batch 346/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.184 Epoch 49 Batch 347/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.919, Loss: 0.160 Epoch 49 Batch 348/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.161 Epoch 49 Batch 349/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.166 Epoch 49 Batch 350/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.216 Epoch 49 Batch 351/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.194 Epoch 49 Batch 352/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.185 Epoch 49 Batch 353/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.200 Epoch 49 Batch 354/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.199 Epoch 49 Batch 355/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.187 Epoch 49 Batch 356/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.187 Epoch 49 Batch 357/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.173 Epoch 49 Batch 358/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.913, Loss: 0.190 Epoch 49 Batch 359/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.180 Epoch 49 Batch 360/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.166 Epoch 49 Batch 361/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.183 Epoch 49 Batch 362/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.179 Epoch 49 Batch 363/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.915, Loss: 0.217 Epoch 49 Batch 364/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.201 Epoch 49 Batch 365/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.164 Epoch 49 Batch 366/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.166 Epoch 49 Batch 367/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.157 Epoch 49 Batch 368/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.914, Loss: 0.182 Epoch 49 Batch 369/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.174 Epoch 49 Batch 370/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.915, Loss: 0.185 Epoch 49 Batch 371/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.182 Epoch 49 Batch 372/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.912, Loss: 0.167 Epoch 49 Batch 373/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.912, Loss: 0.157 Epoch 49 Batch 374/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.912, Loss: 0.203 Epoch 49 Batch 375/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.181 Epoch 49 Batch 376/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.170 Epoch 49 Batch 377/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.196 Epoch 49 Batch 378/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.150 Epoch 49 Batch 379/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.921, Loss: 0.210 Epoch 49 Batch 380/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.170 Epoch 49 Batch 381/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.916, Loss: 0.202 Epoch 49 Batch 382/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.208 Epoch 49 Batch 383/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.171 Epoch 49 Batch 384/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.174 Epoch 49 Batch 385/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.188 Epoch 49 Batch 386/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.183 Epoch 49 Batch 387/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.175 Epoch 49 Batch 388/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.177 Epoch 49 Batch 389/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.191 Epoch 49 Batch 390/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.926, Loss: 0.219 Epoch 49 Batch 391/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.929, Loss: 0.183 Epoch 49 Batch 392/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.188 Epoch 49 Batch 393/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.932, Loss: 0.164 Epoch 49 Batch 394/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.179 Epoch 49 Batch 395/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.911, Loss: 0.170 Epoch 49 Batch 396/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.190 Epoch 49 Batch 397/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.179 Epoch 49 Batch 398/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.202 Epoch 49 Batch 399/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.909, Loss: 0.185 Epoch 49 Batch 400/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.202 Epoch 49 Batch 401/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.163 Epoch 49 Batch 402/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.155 Epoch 49 Batch 403/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.211 Epoch 49 Batch 404/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.169 Epoch 49 Batch 405/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.914, Loss: 0.194 Epoch 49 Batch 406/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.919, Loss: 0.154 Epoch 49 Batch 407/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.217 Epoch 49 Batch 408/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.193 Epoch 49 Batch 409/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.201 Epoch 49 Batch 410/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.199 Epoch 49 Batch 411/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.194 Epoch 49 Batch 412/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.928, Loss: 0.162 Epoch 49 Batch 413/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.161 Epoch 49 Batch 414/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.927, Loss: 0.207 Epoch 49 Batch 415/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.927, Loss: 0.173 Epoch 49 Batch 416/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.177 Epoch 49 Batch 417/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.927, Loss: 0.213 Epoch 49 Batch 418/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.928, Loss: 0.174 Epoch 49 Batch 419/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.194 Epoch 49 Batch 420/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.167 Epoch 49 Batch 421/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.206 Epoch 49 Batch 422/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.165 Epoch 49 Batch 423/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.184 Epoch 49 Batch 424/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.918, Loss: 0.195 Epoch 49 Batch 425/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.168 Epoch 49 Batch 426/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.920, Loss: 0.212 Epoch 49 Batch 427/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.184 Epoch 49 Batch 428/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.920, Loss: 0.182 Epoch 49 Batch 429/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.163 Epoch 49 Batch 430/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.175 Epoch 49 Batch 431/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.156 Epoch 49 Batch 432/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.178 Epoch 49 Batch 433/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.922, Loss: 0.183 Epoch 49 Batch 434/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.194 Epoch 49 Batch 435/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.915, Loss: 0.197 Epoch 49 Batch 436/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.174 Epoch 49 Batch 437/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.169 Epoch 49 Batch 438/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.177 Epoch 49 Batch 439/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.187 Epoch 49 Batch 440/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.193 Epoch 49 Batch 441/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.180 Epoch 49 Batch 442/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.180 Epoch 49 Batch 443/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.915, Loss: 0.172 Epoch 49 Batch 444/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.163 Epoch 49 Batch 445/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.177 Epoch 49 Batch 446/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.911, Loss: 0.155 Epoch 49 Batch 447/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.183 Epoch 49 Batch 448/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.907, Loss: 0.216 Epoch 49 Batch 449/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.199 Epoch 49 Batch 450/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.907, Loss: 0.196 Epoch 49 Batch 451/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.903, Loss: 0.155 Epoch 49 Batch 452/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.198 Epoch 49 Batch 453/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.902, Loss: 0.166 Epoch 49 Batch 454/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.902, Loss: 0.198 Epoch 49 Batch 455/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.186 Epoch 49 Batch 456/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.178 Epoch 49 Batch 457/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.163 Epoch 49 Batch 458/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.181 Epoch 49 Batch 459/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.171 Epoch 49 Batch 460/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.180 Epoch 49 Batch 461/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.921, Loss: 0.174 Epoch 49 Batch 462/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.925, Loss: 0.180 Epoch 49 Batch 463/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.187 Epoch 49 Batch 464/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.181 Epoch 49 Batch 465/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.196 Epoch 49 Batch 466/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.165 Epoch 49 Batch 467/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.175 Epoch 49 Batch 468/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.191 Epoch 49 Batch 469/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.166 Epoch 49 Batch 470/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.169 Epoch 49 Batch 471/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.919, Loss: 0.158 Epoch 49 Batch 472/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.158 Epoch 49 Batch 473/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.200 Epoch 49 Batch 474/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.199 Epoch 49 Batch 475/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.172 Epoch 49 Batch 476/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.163 Epoch 49 Batch 477/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.168 Epoch 49 Batch 478/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.182 Epoch 49 Batch 479/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.202 Epoch 49 Batch 480/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.165 Epoch 49 Batch 481/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.934, Loss: 0.182 Epoch 49 Batch 482/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.930, Loss: 0.210 Epoch 49 Batch 483/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.930, Loss: 0.192 Epoch 49 Batch 484/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.930, Loss: 0.186 Epoch 49 Batch 485/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.174 Epoch 49 Batch 486/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.930, Loss: 0.167 Epoch 49 Batch 487/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.930, Loss: 0.175 Epoch 49 Batch 488/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.934, Loss: 0.172 Epoch 49 Batch 489/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.935, Loss: 0.180 Epoch 49 Batch 490/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.935, Loss: 0.187 Epoch 49 Batch 491/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.930, Loss: 0.207 Epoch 49 Batch 492/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.208 Epoch 49 Batch 493/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.164 Epoch 49 Batch 494/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.162 Epoch 49 Batch 495/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.926, Loss: 0.168 Epoch 49 Batch 496/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.188 Epoch 49 Batch 497/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.199 Epoch 49 Batch 498/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.185 Epoch 49 Batch 499/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.150 Epoch 49 Batch 500/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.161 Epoch 49 Batch 501/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.180 Epoch 49 Batch 502/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.922, Loss: 0.175 Epoch 49 Batch 503/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.190 Epoch 49 Batch 504/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.172 Epoch 49 Batch 505/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.916, Loss: 0.145 Epoch 49 Batch 506/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.180 Epoch 49 Batch 507/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.919, Loss: 0.169 Epoch 49 Batch 508/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.188 Epoch 49 Batch 509/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.919, Loss: 0.210 Epoch 49 Batch 510/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.175 Epoch 49 Batch 511/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.920, Loss: 0.186 Epoch 49 Batch 512/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.919, Loss: 0.171 Epoch 49 Batch 513/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.179 Epoch 49 Batch 514/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.172 Epoch 49 Batch 515/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.180 Epoch 49 Batch 516/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.168 Epoch 49 Batch 517/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.172 Epoch 49 Batch 518/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.168 Epoch 49 Batch 519/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.177 Epoch 49 Batch 520/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.915, Loss: 0.172 Epoch 49 Batch 521/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.915, Loss: 0.173 Epoch 49 Batch 522/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.916, Loss: 0.186 Epoch 49 Batch 523/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.179 Epoch 49 Batch 524/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.186 Epoch 49 Batch 525/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.191 Epoch 49 Batch 526/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.911, Loss: 0.152 Epoch 49 Batch 527/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.187 Epoch 49 Batch 528/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.161 Epoch 49 Batch 529/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.198 Epoch 49 Batch 530/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.172 Epoch 49 Batch 531/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.182 Epoch 49 Batch 532/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.919, Loss: 0.201 Epoch 49 Batch 533/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.200 Epoch 49 Batch 534/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.185 Epoch 49 Batch 535/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.175 Epoch 49 Batch 536/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.162 Epoch 49 Batch 537/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.187 Epoch 49 Batch 538/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.167 Epoch 49 Batch 539/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.194 Epoch 49 Batch 540/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.172 Epoch 49 Batch 541/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.170 Epoch 49 Batch 542/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.169 Epoch 49 Batch 543/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.189 Epoch 49 Batch 544/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.150 Epoch 49 Batch 545/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.212 Epoch 49 Batch 546/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.197 Epoch 49 Batch 547/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.185 Epoch 49 Batch 548/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.203 Epoch 49 Batch 549/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.907, Loss: 0.189 Epoch 49 Batch 550/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.183 Epoch 49 Batch 551/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.197 Epoch 49 Batch 552/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.198 Epoch 49 Batch 553/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.218 Epoch 49 Batch 554/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.191 Epoch 49 Batch 555/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.173 Epoch 49 Batch 556/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.173 Epoch 49 Batch 557/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.169 Epoch 49 Batch 558/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.183 Epoch 49 Batch 559/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.189 Epoch 49 Batch 560/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.166 Epoch 49 Batch 561/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.168 Epoch 49 Batch 562/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.176 Epoch 49 Batch 563/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.200 Epoch 49 Batch 564/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.196 Epoch 49 Batch 565/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.207 Epoch 49 Batch 566/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.210 Epoch 49 Batch 567/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.914, Loss: 0.182 Epoch 49 Batch 568/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.200 Epoch 49 Batch 569/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.183 Epoch 49 Batch 570/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.206 Epoch 49 Batch 571/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.157 Epoch 49 Batch 572/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.145 Epoch 49 Batch 573/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.213 Epoch 49 Batch 574/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.213 Epoch 49 Batch 575/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.181 Epoch 49 Batch 576/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.912, Loss: 0.174 Epoch 49 Batch 577/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.189 Epoch 49 Batch 578/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.912, Loss: 0.214 Epoch 49 Batch 579/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.158 Epoch 49 Batch 580/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.161 Epoch 49 Batch 581/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.917, Loss: 0.160 Epoch 49 Batch 582/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.909, Loss: 0.189 Epoch 49 Batch 583/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.196 Epoch 49 Batch 584/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.195 Epoch 49 Batch 585/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.173 Epoch 49 Batch 586/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.193 Epoch 49 Batch 587/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.178 Epoch 49 Batch 588/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.186 Epoch 49 Batch 589/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.912, Loss: 0.189 Epoch 49 Batch 590/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.181 Epoch 49 Batch 591/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.176 Epoch 49 Batch 592/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.915, Loss: 0.197 Epoch 49 Batch 593/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.199 Epoch 49 Batch 594/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.176 Epoch 49 Batch 595/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.192 Epoch 49 Batch 596/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.194 Epoch 49 Batch 597/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.171 Epoch 49 Batch 598/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.168 Epoch 49 Batch 599/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.219 Epoch 49 Batch 600/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.168 Epoch 49 Batch 601/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.913, Loss: 0.199 Epoch 49 Batch 602/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.913, Loss: 0.204 Epoch 49 Batch 603/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.188 Epoch 49 Batch 604/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.197 Epoch 49 Batch 605/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.208 Epoch 49 Batch 606/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.143 Epoch 49 Batch 607/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.915, Loss: 0.188 Epoch 49 Batch 608/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.190 Epoch 49 Batch 609/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.915, Loss: 0.190 Epoch 49 Batch 610/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.196 Epoch 49 Batch 611/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.186 Epoch 49 Batch 612/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.144 Epoch 49 Batch 613/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.209 Epoch 49 Batch 614/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.176 Epoch 49 Batch 615/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.172 Epoch 49 Batch 616/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.200 Epoch 49 Batch 617/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.182 Epoch 49 Batch 618/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.161 Epoch 49 Batch 619/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.924, Loss: 0.171 Epoch 49 Batch 620/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.164 Epoch 49 Batch 621/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.922, Loss: 0.187 Epoch 49 Batch 622/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.202 Epoch 49 Batch 623/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.922, Loss: 0.186 Epoch 49 Batch 624/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.177 Epoch 49 Batch 625/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.174 Epoch 49 Batch 626/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.156 Epoch 49 Batch 627/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.184 Epoch 49 Batch 628/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.207 Epoch 49 Batch 629/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.923, Loss: 0.190 Epoch 49 Batch 630/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.183 Epoch 49 Batch 631/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.192 Epoch 49 Batch 632/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.918, Loss: 0.173 Epoch 49 Batch 633/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.187 Epoch 49 Batch 634/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.170 Epoch 49 Batch 635/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.912, Loss: 0.197 Epoch 49 Batch 636/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.164 Epoch 49 Batch 637/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.186 Epoch 49 Batch 638/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.179 Epoch 49 Batch 639/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.197 Epoch 49 Batch 640/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.913, Loss: 0.166 Epoch 49 Batch 641/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.912, Loss: 0.173 Epoch 49 Batch 642/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.176 Epoch 49 Batch 643/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.154 Epoch 49 Batch 644/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.182 Epoch 49 Batch 645/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.176 Epoch 49 Batch 646/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.174 Epoch 49 Batch 647/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.189 Epoch 49 Batch 648/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.159 Epoch 49 Batch 649/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.174 Epoch 49 Batch 650/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.917, Loss: 0.187 Epoch 49 Batch 651/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.186 Epoch 49 Batch 652/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.197 Epoch 49 Batch 653/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.191 Epoch 49 Batch 654/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.173 Epoch 49 Batch 655/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.191 Epoch 49 Batch 656/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.168 Epoch 49 Batch 657/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.909, Loss: 0.173 Epoch 49 Batch 658/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.166 Epoch 49 Batch 659/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.905, Loss: 0.193 Epoch 49 Batch 660/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.174 Epoch 49 Batch 661/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.161 Epoch 49 Batch 662/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.169 Epoch 49 Batch 663/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.153 Epoch 49 Batch 664/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.170 Epoch 49 Batch 665/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.176 Epoch 49 Batch 666/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.183 Epoch 49 Batch 667/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.182 Epoch 49 Batch 668/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.197 Epoch 49 Batch 669/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.169 Epoch 49 Batch 670/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.177 Epoch 49 Batch 671/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.194 Epoch 49 Batch 672/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.186 Epoch 49 Batch 673/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.180 Epoch 49 Batch 674/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.912, Loss: 0.183 Epoch 49 Batch 675/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.222 Epoch 49 Batch 676/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.907, Loss: 0.172 Epoch 49 Batch 677/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.206 Epoch 49 Batch 678/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.150 Epoch 49 Batch 679/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.904, Loss: 0.175 Epoch 49 Batch 680/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.184 Epoch 49 Batch 681/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.193 Epoch 49 Batch 682/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.908, Loss: 0.171 Epoch 49 Batch 683/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.169 Epoch 49 Batch 684/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.181 Epoch 49 Batch 685/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.198 Epoch 49 Batch 686/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.189 Epoch 49 Batch 687/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.192 Epoch 49 Batch 688/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.158 Epoch 49 Batch 689/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.912, Loss: 0.167 Epoch 49 Batch 690/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.179 Epoch 49 Batch 691/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.178 Epoch 49 Batch 692/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.173 Epoch 49 Batch 693/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.229 Epoch 49 Batch 694/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.193 Epoch 49 Batch 695/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.911, Loss: 0.171 Epoch 49 Batch 696/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.912, Loss: 0.206 Epoch 49 Batch 697/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.184 Epoch 49 Batch 698/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.166 Epoch 49 Batch 699/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.911, Loss: 0.160 Epoch 49 Batch 700/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.916, Loss: 0.168 Epoch 49 Batch 701/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.183 Epoch 49 Batch 702/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.212 Epoch 49 Batch 703/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.191 Epoch 49 Batch 704/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.222 Epoch 49 Batch 705/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.197 Epoch 49 Batch 706/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.910, Loss: 0.195 Epoch 49 Batch 707/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.197 Epoch 49 Batch 708/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.914, Loss: 0.189 Epoch 49 Batch 709/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.215 Epoch 49 Batch 710/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.171 Epoch 49 Batch 711/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.201 Epoch 49 Batch 712/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.917, Loss: 0.188 Epoch 49 Batch 713/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.173 Epoch 49 Batch 714/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.169 Epoch 49 Batch 715/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.919, Loss: 0.204 Epoch 49 Batch 716/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.914, Loss: 0.154 Epoch 49 Batch 717/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.913, Loss: 0.175 Epoch 49 Batch 718/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.184 Epoch 49 Batch 719/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.162 Epoch 49 Batch 720/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.198 Epoch 49 Batch 721/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.177 Epoch 49 Batch 722/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.164 Epoch 49 Batch 723/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.182 Epoch 49 Batch 724/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.202 Epoch 49 Batch 725/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.913, Loss: 0.159 Epoch 49 Batch 726/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.171 Epoch 49 Batch 727/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.913, Loss: 0.159 Epoch 49 Batch 728/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.203 Epoch 49 Batch 729/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.193 Epoch 49 Batch 730/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.198 Epoch 49 Batch 731/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.185 Epoch 49 Batch 732/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.184 Epoch 49 Batch 733/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.182 Epoch 49 Batch 734/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.189 Epoch 49 Batch 735/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.167 Epoch 49 Batch 736/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.164 Epoch 49 Batch 737/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.210 Epoch 49 Batch 738/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.143 Epoch 49 Batch 739/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.170 Epoch 49 Batch 740/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.162 Epoch 49 Batch 741/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.205 Epoch 49 Batch 742/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.166 Epoch 49 Batch 743/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.922, Loss: 0.200 Epoch 49 Batch 744/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.172 Epoch 49 Batch 745/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.187 Epoch 49 Batch 746/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.917, Loss: 0.177 Epoch 49 Batch 747/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.158 Epoch 49 Batch 748/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.924, Loss: 0.172 Epoch 49 Batch 749/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.183 Epoch 49 Batch 750/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.177 Epoch 49 Batch 751/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.193 Epoch 49 Batch 752/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.926, Loss: 0.153 Epoch 49 Batch 753/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.926, Loss: 0.186 Epoch 49 Batch 754/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.926, Loss: 0.195 Epoch 49 Batch 755/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.191 Epoch 49 Batch 756/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.188 Epoch 49 Batch 757/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.204 Epoch 49 Batch 758/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.169 Epoch 49 Batch 759/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.155 Epoch 49 Batch 760/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.191 Epoch 49 Batch 761/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.919, Loss: 0.183 Epoch 49 Batch 762/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.919, Loss: 0.170 Epoch 49 Batch 763/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.183 Epoch 49 Batch 764/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.169 Epoch 49 Batch 765/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.192 Epoch 49 Batch 766/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.192 Epoch 49 Batch 767/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.175 Epoch 49 Batch 768/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.168 Epoch 49 Batch 769/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.170 Epoch 49 Batch 770/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.918, Loss: 0.179 Epoch 49 Batch 771/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.200 Epoch 49 Batch 772/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.167 Epoch 49 Batch 773/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.175 Epoch 49 Batch 774/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.190 Epoch 49 Batch 775/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.168 Epoch 49 Batch 776/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.170 Epoch 49 Batch 777/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.191 Epoch 49 Batch 778/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.176 Epoch 49 Batch 779/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.179 Epoch 49 Batch 780/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.923, Loss: 0.215 Epoch 49 Batch 781/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.923, Loss: 0.154 Epoch 49 Batch 782/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.182 Epoch 49 Batch 783/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.181 Epoch 49 Batch 784/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.150 Epoch 49 Batch 785/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.929, Loss: 0.168 Epoch 49 Batch 786/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.929, Loss: 0.175 Epoch 49 Batch 787/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.930, Loss: 0.185 Epoch 49 Batch 788/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.930, Loss: 0.173 Epoch 49 Batch 789/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.188 Epoch 49 Batch 790/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.926, Loss: 0.200 Epoch 49 Batch 791/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.193 Epoch 49 Batch 792/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.194 Epoch 49 Batch 793/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.192 Epoch 49 Batch 794/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.190 Epoch 49 Batch 795/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.200 Epoch 49 Batch 796/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.187 Epoch 49 Batch 797/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.912, Loss: 0.168 Epoch 49 Batch 798/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.172 Epoch 49 Batch 799/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.209 Epoch 49 Batch 800/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.913, Loss: 0.159 Epoch 49 Batch 801/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.181 Epoch 49 Batch 802/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.194 Epoch 49 Batch 803/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.182 Epoch 49 Batch 804/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.162 Epoch 49 Batch 805/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.184 Epoch 49 Batch 806/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.178 Epoch 49 Batch 807/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.914, Loss: 0.169 Epoch 49 Batch 808/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.915, Loss: 0.211 Epoch 49 Batch 809/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.207 Epoch 49 Batch 810/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.172 Epoch 49 Batch 811/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.157 Epoch 49 Batch 812/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.200 Epoch 49 Batch 813/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.167 Epoch 49 Batch 814/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.913, Loss: 0.178 Epoch 49 Batch 815/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.178 Epoch 49 Batch 816/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.917, Loss: 0.188 Epoch 49 Batch 817/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.199 Epoch 49 Batch 818/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.190 Epoch 49 Batch 819/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.921, Loss: 0.178 Epoch 49 Batch 820/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.920, Loss: 0.200 Epoch 49 Batch 821/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.166 Epoch 49 Batch 822/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.916, Loss: 0.179 Epoch 49 Batch 823/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.163 Epoch 49 Batch 824/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.188 Epoch 49 Batch 825/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.168 Epoch 49 Batch 826/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.164 Epoch 49 Batch 827/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.183 Epoch 49 Batch 828/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.169 Epoch 49 Batch 829/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.918, Loss: 0.200 Epoch 49 Batch 830/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.185 Epoch 49 Batch 831/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.915, Loss: 0.195 Epoch 49 Batch 832/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.172 Epoch 49 Batch 833/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.185 Epoch 49 Batch 834/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.180 Epoch 49 Batch 835/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.193 Epoch 49 Batch 836/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.182 Epoch 49 Batch 837/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.930, Loss: 0.208 Epoch 49 Batch 838/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.170 Epoch 49 Batch 839/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.166 Epoch 49 Batch 840/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.181 Epoch 49 Batch 841/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.186 Epoch 49 Batch 842/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.183 Epoch 49 Batch 843/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.169 Epoch 49 Batch 844/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.161 Epoch 49 Batch 845/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.174 Epoch 49 Batch 846/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.928, Loss: 0.196 Epoch 49 Batch 847/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.192 Epoch 49 Batch 848/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.925, Loss: 0.184 Epoch 49 Batch 849/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.166 Epoch 49 Batch 850/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.199 Epoch 49 Batch 851/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.202 Epoch 49 Batch 852/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.920, Loss: 0.202 Epoch 49 Batch 853/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.150 Epoch 49 Batch 854/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.202 Epoch 49 Batch 855/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.173 Epoch 49 Batch 856/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.179 Epoch 49 Batch 857/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.166 Epoch 49 Batch 858/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.911, Loss: 0.165 Epoch 49 Batch 859/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.192 Epoch 49 Batch 860/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.183 Epoch 49 Batch 861/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.184 Epoch 49 Batch 862/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.182 Epoch 49 Batch 863/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.168 Epoch 49 Batch 864/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.184 Epoch 49 Batch 865/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.182 Epoch 49 Batch 866/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.204 Epoch 49 Batch 867/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.933, Loss: 0.231 Epoch 49 Batch 868/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.932, Loss: 0.190 Epoch 49 Batch 869/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.166 Epoch 49 Batch 870/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.925, Loss: 0.192 Epoch 49 Batch 871/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.925, Loss: 0.162 Epoch 49 Batch 872/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.148 Epoch 49 Batch 873/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.181 Epoch 49 Batch 874/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.924, Loss: 0.211 Epoch 49 Batch 875/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.195 Epoch 49 Batch 876/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.180 Epoch 49 Batch 877/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.162 Epoch 49 Batch 878/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.175 Epoch 49 Batch 879/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.921, Loss: 0.153 Epoch 49 Batch 880/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.174 Epoch 49 Batch 881/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.178 Epoch 49 Batch 882/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.192 Epoch 49 Batch 883/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.221 Epoch 49 Batch 884/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.918, Loss: 0.182 Epoch 49 Batch 885/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.148 Epoch 49 Batch 886/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.921, Loss: 0.208 Epoch 49 Batch 887/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.925, Loss: 0.197 Epoch 49 Batch 888/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.183 Epoch 49 Batch 889/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.180 Epoch 49 Batch 890/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.165 Epoch 49 Batch 891/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.190 Epoch 49 Batch 892/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.155 Epoch 49 Batch 893/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.181 Epoch 49 Batch 894/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.921, Loss: 0.158 Epoch 49 Batch 895/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.195 Epoch 49 Batch 896/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.188 Epoch 49 Batch 897/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.171 Epoch 49 Batch 898/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.153 Epoch 49 Batch 899/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.197 Epoch 49 Batch 900/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.205 Epoch 49 Batch 901/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.185 Epoch 49 Batch 902/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.915, Loss: 0.197 Epoch 49 Batch 903/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.182 Epoch 49 Batch 904/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.159 Epoch 49 Batch 905/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.165 Epoch 49 Batch 906/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.186 Epoch 49 Batch 907/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.919, Loss: 0.173 Epoch 49 Batch 908/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.197 Epoch 49 Batch 909/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.184 Epoch 49 Batch 910/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.159 Epoch 49 Batch 911/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.912, Loss: 0.157 Epoch 49 Batch 912/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.189 Epoch 49 Batch 913/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.237 Epoch 49 Batch 914/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.225 Epoch 49 Batch 915/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.915, Loss: 0.173 Epoch 49 Batch 916/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.186 Epoch 49 Batch 917/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.174 Epoch 49 Batch 918/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.175 Epoch 49 Batch 919/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.166 Epoch 49 Batch 920/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.178 Epoch 49 Batch 921/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.188 Epoch 49 Batch 922/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.189 Epoch 49 Batch 923/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.921, Loss: 0.183 Epoch 49 Batch 924/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.921, Loss: 0.207 Epoch 49 Batch 925/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.157 Epoch 49 Batch 926/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.924, Loss: 0.185 Epoch 49 Batch 927/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.923, Loss: 0.192 Epoch 49 Batch 928/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.186 Epoch 49 Batch 929/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.193 Epoch 49 Batch 930/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.179 Epoch 49 Batch 931/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.172 Epoch 49 Batch 932/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.169 Epoch 49 Batch 933/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.189 Epoch 49 Batch 934/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.924, Loss: 0.194 Epoch 49 Batch 935/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.924, Loss: 0.176 Epoch 49 Batch 936/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.189 Epoch 49 Batch 937/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.205 Epoch 49 Batch 938/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.924, Loss: 0.206 Epoch 49 Batch 939/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.198 Epoch 49 Batch 940/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.918, Loss: 0.163 Epoch 49 Batch 941/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.157 Epoch 49 Batch 942/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.192 Epoch 49 Batch 943/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.186 Epoch 49 Batch 944/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.916, Loss: 0.170 Epoch 49 Batch 945/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.917, Loss: 0.154 Epoch 49 Batch 946/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.920, Loss: 0.170 Epoch 49 Batch 947/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.921, Loss: 0.198 Epoch 49 Batch 948/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.185 Epoch 49 Batch 949/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.920, Loss: 0.148 Epoch 49 Batch 950/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.922, Loss: 0.161 Epoch 49 Batch 951/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.191 Epoch 49 Batch 952/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.166 Epoch 49 Batch 953/1077 - Train Accuracy: 0.968, Validation Accuracy: 0.923, Loss: 0.150 Epoch 49 Batch 954/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.924, Loss: 0.182 Epoch 49 Batch 955/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.924, Loss: 0.194 Epoch 49 Batch 956/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.191 Epoch 49 Batch 957/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.194 Epoch 49 Batch 958/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.185 Epoch 49 Batch 959/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.923, Loss: 0.159 Epoch 49 Batch 960/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.167 Epoch 49 Batch 961/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.180 Epoch 49 Batch 962/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.174 Epoch 49 Batch 963/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.194 Epoch 49 Batch 964/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.170 Epoch 49 Batch 965/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.912, Loss: 0.195 Epoch 49 Batch 966/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.159 Epoch 49 Batch 967/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.171 Epoch 49 Batch 968/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.909, Loss: 0.221 Epoch 49 Batch 969/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.229 Epoch 49 Batch 970/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.902, Loss: 0.204 Epoch 49 Batch 971/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.189 Epoch 49 Batch 972/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.904, Loss: 0.186 Epoch 49 Batch 973/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.905, Loss: 0.164 Epoch 49 Batch 974/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.167 Epoch 49 Batch 975/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.905, Loss: 0.171 Epoch 49 Batch 976/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.902, Loss: 0.163 Epoch 49 Batch 977/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.167 Epoch 49 Batch 978/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.196 Epoch 49 Batch 979/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.210 Epoch 49 Batch 980/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.192 Epoch 49 Batch 981/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.913, Loss: 0.176 Epoch 49 Batch 982/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.160 Epoch 49 Batch 983/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.182 Epoch 49 Batch 984/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.915, Loss: 0.209 Epoch 49 Batch 985/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.163 Epoch 49 Batch 986/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.178 Epoch 49 Batch 987/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.165 Epoch 49 Batch 988/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.192 Epoch 49 Batch 989/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.925, Loss: 0.199 Epoch 49 Batch 990/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.187 Epoch 49 Batch 991/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.193 Epoch 49 Batch 992/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.927, Loss: 0.186 Epoch 49 Batch 993/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.161 Epoch 49 Batch 994/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.164 Epoch 49 Batch 995/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.169 Epoch 49 Batch 996/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.181 Epoch 49 Batch 997/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.180 Epoch 49 Batch 998/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.168 Epoch 49 Batch 999/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.180 Epoch 49 Batch 1000/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.179 Epoch 49 Batch 1001/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.148 Epoch 49 Batch 1002/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.159 Epoch 49 Batch 1003/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.912, Loss: 0.191 Epoch 49 Batch 1004/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.198 Epoch 49 Batch 1005/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.187 Epoch 49 Batch 1006/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.162 Epoch 49 Batch 1007/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.166 Epoch 49 Batch 1008/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.215 Epoch 49 Batch 1009/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.917, Loss: 0.155 Epoch 49 Batch 1010/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.917, Loss: 0.169 Epoch 49 Batch 1011/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.915, Loss: 0.178 Epoch 49 Batch 1012/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.156 Epoch 49 Batch 1013/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.161 Epoch 49 Batch 1014/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.181 Epoch 49 Batch 1015/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.206 Epoch 49 Batch 1016/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.204 Epoch 49 Batch 1017/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.175 Epoch 49 Batch 1018/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.921, Loss: 0.177 Epoch 49 Batch 1019/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.199 Epoch 49 Batch 1020/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.921, Loss: 0.166 Epoch 49 Batch 1021/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.178 Epoch 49 Batch 1022/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.154 Epoch 49 Batch 1023/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.158 Epoch 49 Batch 1024/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.184 Epoch 49 Batch 1025/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.181 Epoch 49 Batch 1026/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.190 Epoch 49 Batch 1027/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.185 Epoch 49 Batch 1028/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.192 Epoch 49 Batch 1029/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.172 Epoch 49 Batch 1030/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.184 Epoch 49 Batch 1031/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.198 Epoch 49 Batch 1032/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.205 Epoch 49 Batch 1033/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.181 Epoch 49 Batch 1034/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.185 Epoch 49 Batch 1035/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.911, Loss: 0.145 Epoch 49 Batch 1036/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.192 Epoch 49 Batch 1037/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.169 Epoch 49 Batch 1038/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.907, Loss: 0.201 Epoch 49 Batch 1039/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.165 Epoch 49 Batch 1040/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.209 Epoch 49 Batch 1041/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.192 Epoch 49 Batch 1042/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.912, Loss: 0.163 Epoch 49 Batch 1043/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.213 Epoch 49 Batch 1044/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.190 Epoch 49 Batch 1045/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.183 Epoch 49 Batch 1046/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.154 Epoch 49 Batch 1047/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.919, Loss: 0.165 Epoch 49 Batch 1048/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.150 Epoch 49 Batch 1049/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.929, Loss: 0.201 Epoch 49 Batch 1050/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.165 Epoch 49 Batch 1051/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.180 Epoch 49 Batch 1052/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.170 Epoch 49 Batch 1053/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.926, Loss: 0.182 Epoch 49 Batch 1054/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.183 Epoch 49 Batch 1055/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.177 Epoch 49 Batch 1056/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.167 Epoch 49 Batch 1057/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.204 Epoch 49 Batch 1058/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.207 Epoch 49 Batch 1059/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.923, Loss: 0.203 Epoch 49 Batch 1060/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.143 Epoch 49 Batch 1061/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.922, Loss: 0.203 Epoch 49 Batch 1062/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.166 Epoch 49 Batch 1063/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.922, Loss: 0.186 Epoch 49 Batch 1064/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.176 Epoch 49 Batch 1065/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.190 Epoch 49 Batch 1066/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.167 Epoch 49 Batch 1067/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.190 Epoch 49 Batch 1068/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.169 Epoch 49 Batch 1069/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.152 Epoch 49 Batch 1070/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.923, Loss: 0.200 Epoch 49 Batch 1071/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.177 Epoch 49 Batch 1072/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.177 Epoch 49 Batch 1073/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.212 Epoch 49 Batch 1074/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.186 Epoch 49 Batch 1075/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.922, Loss: 0.220 Epoch 50 Batch 0/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.160 Epoch 50 Batch 1/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.924, Loss: 0.158 Epoch 50 Batch 2/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.924, Loss: 0.178 Epoch 50 Batch 3/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.161 Epoch 50 Batch 4/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.921, Loss: 0.186 Epoch 50 Batch 5/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.921, Loss: 0.209 Epoch 50 Batch 6/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.189 Epoch 50 Batch 7/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.143 Epoch 50 Batch 8/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.169 Epoch 50 Batch 9/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.167 Epoch 50 Batch 10/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.186 Epoch 50 Batch 11/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.924, Loss: 0.196 Epoch 50 Batch 12/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.183 Epoch 50 Batch 13/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.205 Epoch 50 Batch 14/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.919, Loss: 0.144 Epoch 50 Batch 15/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.161 Epoch 50 Batch 16/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.197 Epoch 50 Batch 17/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.184 Epoch 50 Batch 18/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.190 Epoch 50 Batch 19/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.172 Epoch 50 Batch 20/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.160 Epoch 50 Batch 21/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.192 Epoch 50 Batch 22/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.176 Epoch 50 Batch 23/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.167 Epoch 50 Batch 24/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.190 Epoch 50 Batch 25/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.915, Loss: 0.161 Epoch 50 Batch 26/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.915, Loss: 0.196 Epoch 50 Batch 27/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.168 Epoch 50 Batch 28/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.915, Loss: 0.170 Epoch 50 Batch 29/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.165 Epoch 50 Batch 30/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.186 Epoch 50 Batch 31/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.922, Loss: 0.165 Epoch 50 Batch 32/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.177 Epoch 50 Batch 33/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.146 Epoch 50 Batch 34/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.172 Epoch 50 Batch 35/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.164 Epoch 50 Batch 36/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.168 Epoch 50 Batch 37/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.913, Loss: 0.161 Epoch 50 Batch 38/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.187 Epoch 50 Batch 39/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.909, Loss: 0.218 Epoch 50 Batch 40/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.173 Epoch 50 Batch 41/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.177 Epoch 50 Batch 42/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.200 Epoch 50 Batch 43/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.170 Epoch 50 Batch 44/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.911, Loss: 0.177 Epoch 50 Batch 45/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.911, Loss: 0.176 Epoch 50 Batch 46/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.916, Loss: 0.188 Epoch 50 Batch 47/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.188 Epoch 50 Batch 48/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.207 Epoch 50 Batch 49/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.198 Epoch 50 Batch 50/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.918, Loss: 0.200 Epoch 50 Batch 51/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.162 Epoch 50 Batch 52/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.185 Epoch 50 Batch 53/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.187 Epoch 50 Batch 54/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.234 Epoch 50 Batch 55/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.169 Epoch 50 Batch 56/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.175 Epoch 50 Batch 57/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.175 Epoch 50 Batch 58/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.166 Epoch 50 Batch 59/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.169 Epoch 50 Batch 60/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.164 Epoch 50 Batch 61/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.184 Epoch 50 Batch 62/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.186 Epoch 50 Batch 63/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.909, Loss: 0.141 Epoch 50 Batch 64/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.910, Loss: 0.153 Epoch 50 Batch 65/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.174 Epoch 50 Batch 66/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.913, Loss: 0.155 Epoch 50 Batch 67/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.155 Epoch 50 Batch 68/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.209 Epoch 50 Batch 69/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.202 Epoch 50 Batch 70/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.915, Loss: 0.184 Epoch 50 Batch 71/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.177 Epoch 50 Batch 72/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.921, Loss: 0.170 Epoch 50 Batch 73/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.922, Loss: 0.192 Epoch 50 Batch 74/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.145 Epoch 50 Batch 75/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.197 Epoch 50 Batch 76/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.163 Epoch 50 Batch 77/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.928, Loss: 0.183 Epoch 50 Batch 78/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.929, Loss: 0.178 Epoch 50 Batch 79/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.186 Epoch 50 Batch 80/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.928, Loss: 0.180 Epoch 50 Batch 81/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.167 Epoch 50 Batch 82/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.156 Epoch 50 Batch 83/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.922, Loss: 0.184 Epoch 50 Batch 84/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.195 Epoch 50 Batch 85/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.161 Epoch 50 Batch 86/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.177 Epoch 50 Batch 87/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.204 Epoch 50 Batch 88/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.917, Loss: 0.206 Epoch 50 Batch 89/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.176 Epoch 50 Batch 90/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.181 Epoch 50 Batch 91/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.156 Epoch 50 Batch 92/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.182 Epoch 50 Batch 93/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.189 Epoch 50 Batch 94/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.163 Epoch 50 Batch 95/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.225 Epoch 50 Batch 96/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.177 Epoch 50 Batch 97/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.917, Loss: 0.185 Epoch 50 Batch 98/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.183 Epoch 50 Batch 99/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.198 Epoch 50 Batch 100/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.194 Epoch 50 Batch 101/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.184 Epoch 50 Batch 102/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.195 Epoch 50 Batch 103/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.211 Epoch 50 Batch 104/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.908, Loss: 0.183 Epoch 50 Batch 105/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.192 Epoch 50 Batch 106/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.909, Loss: 0.216 Epoch 50 Batch 107/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.176 Epoch 50 Batch 108/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.917, Loss: 0.158 Epoch 50 Batch 109/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.184 Epoch 50 Batch 110/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.158 Epoch 50 Batch 111/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.177 Epoch 50 Batch 112/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.923, Loss: 0.166 Epoch 50 Batch 113/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.203 Epoch 50 Batch 114/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.197 Epoch 50 Batch 115/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.923, Loss: 0.194 Epoch 50 Batch 116/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.922, Loss: 0.203 Epoch 50 Batch 117/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.199 Epoch 50 Batch 118/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.926, Loss: 0.193 Epoch 50 Batch 119/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.169 Epoch 50 Batch 120/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.207 Epoch 50 Batch 121/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.179 Epoch 50 Batch 122/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.920, Loss: 0.177 Epoch 50 Batch 123/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.158 Epoch 50 Batch 124/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.207 Epoch 50 Batch 125/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.184 Epoch 50 Batch 126/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.144 Epoch 50 Batch 127/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.183 Epoch 50 Batch 128/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.171 Epoch 50 Batch 129/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.202 Epoch 50 Batch 130/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.169 Epoch 50 Batch 131/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.177 Epoch 50 Batch 132/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.205 Epoch 50 Batch 133/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.171 Epoch 50 Batch 134/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.176 Epoch 50 Batch 135/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.919, Loss: 0.195 Epoch 50 Batch 136/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.169 Epoch 50 Batch 137/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.158 Epoch 50 Batch 138/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.192 Epoch 50 Batch 139/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.191 Epoch 50 Batch 140/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.919, Loss: 0.182 Epoch 50 Batch 141/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.182 Epoch 50 Batch 142/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.177 Epoch 50 Batch 143/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.179 Epoch 50 Batch 144/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.191 Epoch 50 Batch 145/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.186 Epoch 50 Batch 146/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.211 Epoch 50 Batch 147/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.198 Epoch 50 Batch 148/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.174 Epoch 50 Batch 149/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.173 Epoch 50 Batch 150/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.172 Epoch 50 Batch 151/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.153 Epoch 50 Batch 152/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.206 Epoch 50 Batch 153/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.204 Epoch 50 Batch 154/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.167 Epoch 50 Batch 155/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.190 Epoch 50 Batch 156/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.177 Epoch 50 Batch 157/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.165 Epoch 50 Batch 158/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.196 Epoch 50 Batch 159/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.151 Epoch 50 Batch 160/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.164 Epoch 50 Batch 161/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.174 Epoch 50 Batch 162/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.200 Epoch 50 Batch 163/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.195 Epoch 50 Batch 164/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.188 Epoch 50 Batch 165/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.165 Epoch 50 Batch 166/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.200 Epoch 50 Batch 167/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.183 Epoch 50 Batch 168/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.208 Epoch 50 Batch 169/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.186 Epoch 50 Batch 170/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.921, Loss: 0.192 Epoch 50 Batch 171/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.921, Loss: 0.168 Epoch 50 Batch 172/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.161 Epoch 50 Batch 173/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.179 Epoch 50 Batch 174/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.178 Epoch 50 Batch 175/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.174 Epoch 50 Batch 176/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.192 Epoch 50 Batch 177/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.925, Loss: 0.203 Epoch 50 Batch 178/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.171 Epoch 50 Batch 179/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.194 Epoch 50 Batch 180/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.161 Epoch 50 Batch 181/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.195 Epoch 50 Batch 182/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.193 Epoch 50 Batch 183/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.918, Loss: 0.197 Epoch 50 Batch 184/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.918, Loss: 0.170 Epoch 50 Batch 185/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.198 Epoch 50 Batch 186/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.186 Epoch 50 Batch 187/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.154 Epoch 50 Batch 188/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.916, Loss: 0.171 Epoch 50 Batch 189/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.157 Epoch 50 Batch 190/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.919, Loss: 0.145 Epoch 50 Batch 191/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.149 Epoch 50 Batch 192/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.191 Epoch 50 Batch 193/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.178 Epoch 50 Batch 194/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.165 Epoch 50 Batch 195/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.167 Epoch 50 Batch 196/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.169 Epoch 50 Batch 197/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.176 Epoch 50 Batch 198/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.190 Epoch 50 Batch 199/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.173 Epoch 50 Batch 200/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.180 Epoch 50 Batch 201/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.146 Epoch 50 Batch 202/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.189 Epoch 50 Batch 203/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.179 Epoch 50 Batch 204/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.918, Loss: 0.226 Epoch 50 Batch 205/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.169 Epoch 50 Batch 206/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.164 Epoch 50 Batch 207/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.183 Epoch 50 Batch 208/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.222 Epoch 50 Batch 209/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.146 Epoch 50 Batch 210/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.189 Epoch 50 Batch 211/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.921, Loss: 0.174 Epoch 50 Batch 212/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.159 Epoch 50 Batch 213/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.148 Epoch 50 Batch 214/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.156 Epoch 50 Batch 215/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.186 Epoch 50 Batch 216/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.185 Epoch 50 Batch 217/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.150 Epoch 50 Batch 218/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.190 Epoch 50 Batch 219/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.924, Loss: 0.167 Epoch 50 Batch 220/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.177 Epoch 50 Batch 221/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.177 Epoch 50 Batch 222/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.918, Loss: 0.180 Epoch 50 Batch 223/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.918, Loss: 0.166 Epoch 50 Batch 224/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.173 Epoch 50 Batch 225/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.208 Epoch 50 Batch 226/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.162 Epoch 50 Batch 227/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.920, Loss: 0.186 Epoch 50 Batch 228/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.175 Epoch 50 Batch 229/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.201 Epoch 50 Batch 230/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.151 Epoch 50 Batch 231/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.204 Epoch 50 Batch 232/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.915, Loss: 0.184 Epoch 50 Batch 233/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.223 Epoch 50 Batch 234/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.183 Epoch 50 Batch 235/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.915, Loss: 0.189 Epoch 50 Batch 236/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.204 Epoch 50 Batch 237/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.153 Epoch 50 Batch 238/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.158 Epoch 50 Batch 239/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.920, Loss: 0.145 Epoch 50 Batch 240/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.924, Loss: 0.163 Epoch 50 Batch 241/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.155 Epoch 50 Batch 242/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.178 Epoch 50 Batch 243/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.179 Epoch 50 Batch 244/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.191 Epoch 50 Batch 245/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.153 Epoch 50 Batch 246/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.926, Loss: 0.164 Epoch 50 Batch 247/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.163 Epoch 50 Batch 248/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.172 Epoch 50 Batch 249/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.176 Epoch 50 Batch 250/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.927, Loss: 0.164 Epoch 50 Batch 251/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.927, Loss: 0.183 Epoch 50 Batch 252/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.165 Epoch 50 Batch 253/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.926, Loss: 0.166 Epoch 50 Batch 254/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.926, Loss: 0.191 Epoch 50 Batch 255/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.926, Loss: 0.187 Epoch 50 Batch 256/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.926, Loss: 0.205 Epoch 50 Batch 257/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.926, Loss: 0.179 Epoch 50 Batch 258/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.166 Epoch 50 Batch 259/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.164 Epoch 50 Batch 260/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.927, Loss: 0.163 Epoch 50 Batch 261/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.922, Loss: 0.172 Epoch 50 Batch 262/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.155 Epoch 50 Batch 263/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.924, Loss: 0.184 Epoch 50 Batch 264/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.182 Epoch 50 Batch 265/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.923, Loss: 0.196 Epoch 50 Batch 266/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.923, Loss: 0.186 Epoch 50 Batch 267/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.153 Epoch 50 Batch 268/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.923, Loss: 0.189 Epoch 50 Batch 269/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.923, Loss: 0.218 Epoch 50 Batch 270/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.923, Loss: 0.202 Epoch 50 Batch 271/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.142 Epoch 50 Batch 272/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.923, Loss: 0.236 Epoch 50 Batch 273/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.152 Epoch 50 Batch 274/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.176 Epoch 50 Batch 275/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.173 Epoch 50 Batch 276/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.923, Loss: 0.223 Epoch 50 Batch 277/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.161 Epoch 50 Batch 278/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.924, Loss: 0.194 Epoch 50 Batch 279/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.923, Loss: 0.215 Epoch 50 Batch 280/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.928, Loss: 0.193 Epoch 50 Batch 281/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.175 Epoch 50 Batch 282/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.920, Loss: 0.228 Epoch 50 Batch 283/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.173 Epoch 50 Batch 284/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.179 Epoch 50 Batch 285/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.182 Epoch 50 Batch 286/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.150 Epoch 50 Batch 287/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.173 Epoch 50 Batch 288/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.919, Loss: 0.186 Epoch 50 Batch 289/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.184 Epoch 50 Batch 290/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.917, Loss: 0.207 Epoch 50 Batch 291/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.197 Epoch 50 Batch 292/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.182 Epoch 50 Batch 293/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.175 Epoch 50 Batch 294/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.168 Epoch 50 Batch 295/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.207 Epoch 50 Batch 296/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.912, Loss: 0.175 Epoch 50 Batch 297/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.917, Loss: 0.199 Epoch 50 Batch 298/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.200 Epoch 50 Batch 299/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.168 Epoch 50 Batch 300/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.923, Loss: 0.164 Epoch 50 Batch 301/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.923, Loss: 0.166 Epoch 50 Batch 302/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.172 Epoch 50 Batch 303/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.172 Epoch 50 Batch 304/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.918, Loss: 0.169 Epoch 50 Batch 305/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.166 Epoch 50 Batch 306/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.182 Epoch 50 Batch 307/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.182 Epoch 50 Batch 308/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.189 Epoch 50 Batch 309/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.153 Epoch 50 Batch 310/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.180 Epoch 50 Batch 311/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.156 Epoch 50 Batch 312/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.922, Loss: 0.187 Epoch 50 Batch 313/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.170 Epoch 50 Batch 314/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.193 Epoch 50 Batch 315/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.921, Loss: 0.165 Epoch 50 Batch 316/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.175 Epoch 50 Batch 317/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.921, Loss: 0.201 Epoch 50 Batch 318/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.160 Epoch 50 Batch 319/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.919, Loss: 0.179 Epoch 50 Batch 320/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.191 Epoch 50 Batch 321/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.916, Loss: 0.175 Epoch 50 Batch 322/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.916, Loss: 0.163 Epoch 50 Batch 323/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.181 Epoch 50 Batch 324/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.180 Epoch 50 Batch 325/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.171 Epoch 50 Batch 326/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.910, Loss: 0.179 Epoch 50 Batch 327/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.201 Epoch 50 Batch 328/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.204 Epoch 50 Batch 329/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.910, Loss: 0.189 Epoch 50 Batch 330/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.171 Epoch 50 Batch 331/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.196 Epoch 50 Batch 332/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.915, Loss: 0.153 Epoch 50 Batch 333/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.917, Loss: 0.175 Epoch 50 Batch 334/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.918, Loss: 0.182 Epoch 50 Batch 335/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.172 Epoch 50 Batch 336/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.221 Epoch 50 Batch 337/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.188 Epoch 50 Batch 338/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.920, Loss: 0.205 Epoch 50 Batch 339/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.160 Epoch 50 Batch 340/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.186 Epoch 50 Batch 341/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.209 Epoch 50 Batch 342/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.180 Epoch 50 Batch 343/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.186 Epoch 50 Batch 344/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.175 Epoch 50 Batch 345/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.175 Epoch 50 Batch 346/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.184 Epoch 50 Batch 347/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.921, Loss: 0.143 Epoch 50 Batch 348/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.157 Epoch 50 Batch 349/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.180 Epoch 50 Batch 350/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.189 Epoch 50 Batch 351/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.184 Epoch 50 Batch 352/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.915, Loss: 0.175 Epoch 50 Batch 353/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.200 Epoch 50 Batch 354/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.199 Epoch 50 Batch 355/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.185 Epoch 50 Batch 356/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.187 Epoch 50 Batch 357/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.167 Epoch 50 Batch 358/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.184 Epoch 50 Batch 359/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.908, Loss: 0.173 Epoch 50 Batch 360/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.908, Loss: 0.167 Epoch 50 Batch 361/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.187 Epoch 50 Batch 362/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.191 Epoch 50 Batch 363/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.190 Epoch 50 Batch 364/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.190 Epoch 50 Batch 365/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.164 Epoch 50 Batch 366/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.164 Epoch 50 Batch 367/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.156 Epoch 50 Batch 368/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.918, Loss: 0.186 Epoch 50 Batch 369/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.158 Epoch 50 Batch 370/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.183 Epoch 50 Batch 371/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.182 Epoch 50 Batch 372/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.920, Loss: 0.171 Epoch 50 Batch 373/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.153 Epoch 50 Batch 374/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.192 Epoch 50 Batch 375/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.171 Epoch 50 Batch 376/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.158 Epoch 50 Batch 377/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.209 Epoch 50 Batch 378/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.161 Epoch 50 Batch 379/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.920, Loss: 0.187 Epoch 50 Batch 380/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.181 Epoch 50 Batch 381/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.180 Epoch 50 Batch 382/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.222 Epoch 50 Batch 383/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.920, Loss: 0.183 Epoch 50 Batch 384/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.184 Epoch 50 Batch 385/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.916, Loss: 0.179 Epoch 50 Batch 386/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.916, Loss: 0.174 Epoch 50 Batch 387/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.177 Epoch 50 Batch 388/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.156 Epoch 50 Batch 389/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.178 Epoch 50 Batch 390/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.919, Loss: 0.201 Epoch 50 Batch 391/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.181 Epoch 50 Batch 392/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.191 Epoch 50 Batch 393/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.154 Epoch 50 Batch 394/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.182 Epoch 50 Batch 395/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.165 Epoch 50 Batch 396/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.192 Epoch 50 Batch 397/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.185 Epoch 50 Batch 398/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.197 Epoch 50 Batch 399/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.925, Loss: 0.188 Epoch 50 Batch 400/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.925, Loss: 0.194 Epoch 50 Batch 401/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.152 Epoch 50 Batch 402/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.150 Epoch 50 Batch 403/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.918, Loss: 0.200 Epoch 50 Batch 404/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.174 Epoch 50 Batch 405/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.918, Loss: 0.195 Epoch 50 Batch 406/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.919, Loss: 0.153 Epoch 50 Batch 407/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.213 Epoch 50 Batch 408/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.218 Epoch 50 Batch 409/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.206 Epoch 50 Batch 410/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.187 Epoch 50 Batch 411/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.184 Epoch 50 Batch 412/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.912, Loss: 0.159 Epoch 50 Batch 413/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.170 Epoch 50 Batch 414/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.187 Epoch 50 Batch 415/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.180 Epoch 50 Batch 416/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.186 Epoch 50 Batch 417/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.222 Epoch 50 Batch 418/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.915, Loss: 0.158 Epoch 50 Batch 419/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.185 Epoch 50 Batch 420/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.159 Epoch 50 Batch 421/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.207 Epoch 50 Batch 422/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.177 Epoch 50 Batch 423/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.209 Epoch 50 Batch 424/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.917, Loss: 0.175 Epoch 50 Batch 425/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.160 Epoch 50 Batch 426/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.197 Epoch 50 Batch 427/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.164 Epoch 50 Batch 428/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.916, Loss: 0.154 Epoch 50 Batch 429/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.916, Loss: 0.178 Epoch 50 Batch 430/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.166 Epoch 50 Batch 431/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.917, Loss: 0.165 Epoch 50 Batch 432/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.177 Epoch 50 Batch 433/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.917, Loss: 0.177 Epoch 50 Batch 434/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.172 Epoch 50 Batch 435/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.916, Loss: 0.200 Epoch 50 Batch 436/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.182 Epoch 50 Batch 437/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.921, Loss: 0.184 Epoch 50 Batch 438/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.180 Epoch 50 Batch 439/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.189 Epoch 50 Batch 440/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.917, Loss: 0.194 Epoch 50 Batch 441/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.174 Epoch 50 Batch 442/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.918, Loss: 0.186 Epoch 50 Batch 443/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.918, Loss: 0.163 Epoch 50 Batch 444/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.183 Epoch 50 Batch 445/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.181 Epoch 50 Batch 446/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.910, Loss: 0.156 Epoch 50 Batch 447/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.194 Epoch 50 Batch 448/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.916, Loss: 0.190 Epoch 50 Batch 449/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.177 Epoch 50 Batch 450/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.181 Epoch 50 Batch 451/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.166 Epoch 50 Batch 452/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.216 Epoch 50 Batch 453/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.909, Loss: 0.172 Epoch 50 Batch 454/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.904, Loss: 0.189 Epoch 50 Batch 455/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.909, Loss: 0.183 Epoch 50 Batch 456/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.914, Loss: 0.179 Epoch 50 Batch 457/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.177 Epoch 50 Batch 458/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.174 Epoch 50 Batch 459/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.173 Epoch 50 Batch 460/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.188 Epoch 50 Batch 461/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.914, Loss: 0.163 Epoch 50 Batch 462/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.187 Epoch 50 Batch 463/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.197 Epoch 50 Batch 464/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.170 Epoch 50 Batch 465/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.209 Epoch 50 Batch 466/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.175 Epoch 50 Batch 467/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.196 Epoch 50 Batch 468/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.188 Epoch 50 Batch 469/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.191 Epoch 50 Batch 470/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.926, Loss: 0.182 Epoch 50 Batch 471/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.931, Loss: 0.151 Epoch 50 Batch 472/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.161 Epoch 50 Batch 473/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.178 Epoch 50 Batch 474/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.927, Loss: 0.211 Epoch 50 Batch 475/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.175 Epoch 50 Batch 476/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.929, Loss: 0.179 Epoch 50 Batch 477/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.184 Epoch 50 Batch 478/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.194 Epoch 50 Batch 479/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.194 Epoch 50 Batch 480/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.198 Epoch 50 Batch 481/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.187 Epoch 50 Batch 482/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.188 Epoch 50 Batch 483/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.192 Epoch 50 Batch 484/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.191 Epoch 50 Batch 485/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.915, Loss: 0.192 Epoch 50 Batch 486/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.161 Epoch 50 Batch 487/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.915, Loss: 0.174 Epoch 50 Batch 488/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.176 Epoch 50 Batch 489/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.168 Epoch 50 Batch 490/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.183 Epoch 50 Batch 491/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.188 Epoch 50 Batch 492/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.201 Epoch 50 Batch 493/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.167 Epoch 50 Batch 494/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.174 Epoch 50 Batch 495/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.159 Epoch 50 Batch 496/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.186 Epoch 50 Batch 497/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.910, Loss: 0.197 Epoch 50 Batch 498/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.187 Epoch 50 Batch 499/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.913, Loss: 0.162 Epoch 50 Batch 500/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.164 Epoch 50 Batch 501/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.164 Epoch 50 Batch 502/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.925, Loss: 0.164 Epoch 50 Batch 503/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.174 Epoch 50 Batch 504/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.922, Loss: 0.192 Epoch 50 Batch 505/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.927, Loss: 0.161 Epoch 50 Batch 506/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.931, Loss: 0.182 Epoch 50 Batch 507/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.931, Loss: 0.177 Epoch 50 Batch 508/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.933, Loss: 0.179 Epoch 50 Batch 509/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.933, Loss: 0.199 Epoch 50 Batch 510/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.181 Epoch 50 Batch 511/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.178 Epoch 50 Batch 512/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.928, Loss: 0.175 Epoch 50 Batch 513/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.174 Epoch 50 Batch 514/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.181 Epoch 50 Batch 515/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.924, Loss: 0.192 Epoch 50 Batch 516/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.164 Epoch 50 Batch 517/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.175 Epoch 50 Batch 518/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.150 Epoch 50 Batch 519/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.185 Epoch 50 Batch 520/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.918, Loss: 0.151 Epoch 50 Batch 521/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.916, Loss: 0.172 Epoch 50 Batch 522/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.915, Loss: 0.192 Epoch 50 Batch 523/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.916, Loss: 0.196 Epoch 50 Batch 524/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.196 Epoch 50 Batch 525/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.188 Epoch 50 Batch 526/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.921, Loss: 0.171 Epoch 50 Batch 527/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.182 Epoch 50 Batch 528/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.179 Epoch 50 Batch 529/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.157 Epoch 50 Batch 530/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.917, Loss: 0.193 Epoch 50 Batch 531/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.917, Loss: 0.169 Epoch 50 Batch 532/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.917, Loss: 0.208 Epoch 50 Batch 533/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.185 Epoch 50 Batch 534/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.177 Epoch 50 Batch 535/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.173 Epoch 50 Batch 536/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.163 Epoch 50 Batch 537/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.916, Loss: 0.168 Epoch 50 Batch 538/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.916, Loss: 0.150 Epoch 50 Batch 539/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.916, Loss: 0.188 Epoch 50 Batch 540/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.916, Loss: 0.153 Epoch 50 Batch 541/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.178 Epoch 50 Batch 542/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.205 Epoch 50 Batch 543/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.176 Epoch 50 Batch 544/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.917, Loss: 0.154 Epoch 50 Batch 545/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.200 Epoch 50 Batch 546/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.197 Epoch 50 Batch 547/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.188 Epoch 50 Batch 548/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.188 Epoch 50 Batch 549/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.913, Loss: 0.216 Epoch 50 Batch 550/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.179 Epoch 50 Batch 551/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.189 Epoch 50 Batch 552/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.178 Epoch 50 Batch 553/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.188 Epoch 50 Batch 554/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.181 Epoch 50 Batch 555/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.162 Epoch 50 Batch 556/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.144 Epoch 50 Batch 557/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.182 Epoch 50 Batch 558/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.173 Epoch 50 Batch 559/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.167 Epoch 50 Batch 560/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.162 Epoch 50 Batch 561/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.167 Epoch 50 Batch 562/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.152 Epoch 50 Batch 563/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.918, Loss: 0.225 Epoch 50 Batch 564/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.194 Epoch 50 Batch 565/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.202 Epoch 50 Batch 566/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.202 Epoch 50 Batch 567/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.176 Epoch 50 Batch 568/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.175 Epoch 50 Batch 569/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.182 Epoch 50 Batch 570/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.208 Epoch 50 Batch 571/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.155 Epoch 50 Batch 572/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.918, Loss: 0.161 Epoch 50 Batch 573/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.916, Loss: 0.211 Epoch 50 Batch 574/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.193 Epoch 50 Batch 575/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.164 Epoch 50 Batch 576/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.917, Loss: 0.165 Epoch 50 Batch 577/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.181 Epoch 50 Batch 578/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.921, Loss: 0.176 Epoch 50 Batch 579/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.160 Epoch 50 Batch 580/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.173 Epoch 50 Batch 581/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.920, Loss: 0.152 Epoch 50 Batch 582/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.920, Loss: 0.165 Epoch 50 Batch 583/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.176 Epoch 50 Batch 584/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.181 Epoch 50 Batch 585/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.156 Epoch 50 Batch 586/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.190 Epoch 50 Batch 587/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.175 Epoch 50 Batch 588/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.172 Epoch 50 Batch 589/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.917, Loss: 0.151 Epoch 50 Batch 590/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.169 Epoch 50 Batch 591/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.170 Epoch 50 Batch 592/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.182 Epoch 50 Batch 593/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.189 Epoch 50 Batch 594/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.187 Epoch 50 Batch 595/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.175 Epoch 50 Batch 596/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.215 Epoch 50 Batch 597/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.169 Epoch 50 Batch 598/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.183 Epoch 50 Batch 599/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.239 Epoch 50 Batch 600/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.186 Epoch 50 Batch 601/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.925, Loss: 0.194 Epoch 50 Batch 602/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.920, Loss: 0.203 Epoch 50 Batch 603/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.920, Loss: 0.160 Epoch 50 Batch 604/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.183 Epoch 50 Batch 605/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.191 Epoch 50 Batch 606/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.150 Epoch 50 Batch 607/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.169 Epoch 50 Batch 608/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.189 Epoch 50 Batch 609/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.909, Loss: 0.201 Epoch 50 Batch 610/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.197 Epoch 50 Batch 611/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.177 Epoch 50 Batch 612/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.150 Epoch 50 Batch 613/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.201 Epoch 50 Batch 614/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.165 Epoch 50 Batch 615/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.165 Epoch 50 Batch 616/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.203 Epoch 50 Batch 617/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.170 Epoch 50 Batch 618/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.919, Loss: 0.170 Epoch 50 Batch 619/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.924, Loss: 0.169 Epoch 50 Batch 620/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.172 Epoch 50 Batch 621/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.187 Epoch 50 Batch 622/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.181 Epoch 50 Batch 623/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.926, Loss: 0.191 Epoch 50 Batch 624/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.927, Loss: 0.166 Epoch 50 Batch 625/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.161 Epoch 50 Batch 626/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.183 Epoch 50 Batch 627/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.175 Epoch 50 Batch 628/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.929, Loss: 0.207 Epoch 50 Batch 629/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.925, Loss: 0.199 Epoch 50 Batch 630/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.920, Loss: 0.187 Epoch 50 Batch 631/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.920, Loss: 0.180 Epoch 50 Batch 632/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.170 Epoch 50 Batch 633/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.179 Epoch 50 Batch 634/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.156 Epoch 50 Batch 635/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.210 Epoch 50 Batch 636/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.175 Epoch 50 Batch 637/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.196 Epoch 50 Batch 638/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.183 Epoch 50 Batch 639/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.177 Epoch 50 Batch 640/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.167 Epoch 50 Batch 641/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.175 Epoch 50 Batch 642/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.178 Epoch 50 Batch 643/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.151 Epoch 50 Batch 644/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.170 Epoch 50 Batch 645/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.171 Epoch 50 Batch 646/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.184 Epoch 50 Batch 647/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.170 Epoch 50 Batch 648/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.155 Epoch 50 Batch 649/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.186 Epoch 50 Batch 650/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.172 Epoch 50 Batch 651/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.183 Epoch 50 Batch 652/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.195 Epoch 50 Batch 653/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.192 Epoch 50 Batch 654/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.157 Epoch 50 Batch 655/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.194 Epoch 50 Batch 656/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.182 Epoch 50 Batch 657/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.917, Loss: 0.177 Epoch 50 Batch 658/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.158 Epoch 50 Batch 659/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.174 Epoch 50 Batch 660/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.176 Epoch 50 Batch 661/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.916, Loss: 0.157 Epoch 50 Batch 662/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.156 Epoch 50 Batch 663/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.155 Epoch 50 Batch 664/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.180 Epoch 50 Batch 665/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.181 Epoch 50 Batch 666/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.192 Epoch 50 Batch 667/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.176 Epoch 50 Batch 668/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.173 Epoch 50 Batch 669/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.159 Epoch 50 Batch 670/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.160 Epoch 50 Batch 671/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.915, Loss: 0.204 Epoch 50 Batch 672/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.181 Epoch 50 Batch 673/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.169 Epoch 50 Batch 674/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.920, Loss: 0.172 Epoch 50 Batch 675/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.203 Epoch 50 Batch 676/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.181 Epoch 50 Batch 677/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.210 Epoch 50 Batch 678/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.156 Epoch 50 Batch 679/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.171 Epoch 50 Batch 680/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.915, Loss: 0.160 Epoch 50 Batch 681/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.186 Epoch 50 Batch 682/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.160 Epoch 50 Batch 683/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.178 Epoch 50 Batch 684/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.177 Epoch 50 Batch 685/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.191 Epoch 50 Batch 686/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.185 Epoch 50 Batch 687/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.185 Epoch 50 Batch 688/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.177 Epoch 50 Batch 689/1077 - Train Accuracy: 0.966, Validation Accuracy: 0.920, Loss: 0.164 Epoch 50 Batch 690/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.201 Epoch 50 Batch 691/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.920, Loss: 0.190 Epoch 50 Batch 692/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.165 Epoch 50 Batch 693/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.923, Loss: 0.202 Epoch 50 Batch 694/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.191 Epoch 50 Batch 695/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.923, Loss: 0.157 Epoch 50 Batch 696/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.922, Loss: 0.208 Epoch 50 Batch 697/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.164 Epoch 50 Batch 698/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.180 Epoch 50 Batch 699/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.173 Epoch 50 Batch 700/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.171 Epoch 50 Batch 701/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.202 Epoch 50 Batch 702/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.229 Epoch 50 Batch 703/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.179 Epoch 50 Batch 704/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.923, Loss: 0.212 Epoch 50 Batch 705/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.194 Epoch 50 Batch 706/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.922, Loss: 0.204 Epoch 50 Batch 707/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.184 Epoch 50 Batch 708/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.923, Loss: 0.177 Epoch 50 Batch 709/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.923, Loss: 0.202 Epoch 50 Batch 710/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.181 Epoch 50 Batch 711/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.204 Epoch 50 Batch 712/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.920, Loss: 0.176 Epoch 50 Batch 713/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.169 Epoch 50 Batch 714/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.177 Epoch 50 Batch 715/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.213 Epoch 50 Batch 716/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.915, Loss: 0.171 Epoch 50 Batch 717/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.914, Loss: 0.166 Epoch 50 Batch 718/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.176 Epoch 50 Batch 719/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.175 Epoch 50 Batch 720/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.196 Epoch 50 Batch 721/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.197 Epoch 50 Batch 722/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.922, Loss: 0.166 Epoch 50 Batch 723/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.174 Epoch 50 Batch 724/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.184 Epoch 50 Batch 725/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.157 Epoch 50 Batch 726/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.158 Epoch 50 Batch 727/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.175 Epoch 50 Batch 728/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.923, Loss: 0.178 Epoch 50 Batch 729/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.202 Epoch 50 Batch 730/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.198 Epoch 50 Batch 731/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.918, Loss: 0.178 Epoch 50 Batch 732/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.180 Epoch 50 Batch 733/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.169 Epoch 50 Batch 734/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.184 Epoch 50 Batch 735/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.163 Epoch 50 Batch 736/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.173 Epoch 50 Batch 737/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.192 Epoch 50 Batch 738/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.165 Epoch 50 Batch 739/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.164 Epoch 50 Batch 740/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.172 Epoch 50 Batch 741/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.924, Loss: 0.181 Epoch 50 Batch 742/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.175 Epoch 50 Batch 743/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.920, Loss: 0.180 Epoch 50 Batch 744/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.174 Epoch 50 Batch 745/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.181 Epoch 50 Batch 746/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.916, Loss: 0.197 Epoch 50 Batch 747/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.151 Epoch 50 Batch 748/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.923, Loss: 0.161 Epoch 50 Batch 749/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.923, Loss: 0.188 Epoch 50 Batch 750/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.185 Epoch 50 Batch 751/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.174 Epoch 50 Batch 752/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.923, Loss: 0.164 Epoch 50 Batch 753/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.920, Loss: 0.166 Epoch 50 Batch 754/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.190 Epoch 50 Batch 755/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.187 Epoch 50 Batch 756/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.167 Epoch 50 Batch 757/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.222 Epoch 50 Batch 758/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.173 Epoch 50 Batch 759/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.146 Epoch 50 Batch 760/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.180 Epoch 50 Batch 761/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.188 Epoch 50 Batch 762/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.923, Loss: 0.162 Epoch 50 Batch 763/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.150 Epoch 50 Batch 764/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.173 Epoch 50 Batch 765/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.172 Epoch 50 Batch 766/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.209 Epoch 50 Batch 767/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.155 Epoch 50 Batch 768/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.162 Epoch 50 Batch 769/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.174 Epoch 50 Batch 770/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.919, Loss: 0.171 Epoch 50 Batch 771/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.189 Epoch 50 Batch 772/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.919, Loss: 0.183 Epoch 50 Batch 773/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.919, Loss: 0.165 Epoch 50 Batch 774/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.179 Epoch 50 Batch 775/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.169 Epoch 50 Batch 776/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.166 Epoch 50 Batch 777/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.207 Epoch 50 Batch 778/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.158 Epoch 50 Batch 779/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.176 Epoch 50 Batch 780/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.919, Loss: 0.200 Epoch 50 Batch 781/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.919, Loss: 0.156 Epoch 50 Batch 782/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.173 Epoch 50 Batch 783/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.211 Epoch 50 Batch 784/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.925, Loss: 0.148 Epoch 50 Batch 785/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.921, Loss: 0.165 Epoch 50 Batch 786/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.169 Epoch 50 Batch 787/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.172 Epoch 50 Batch 788/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.172 Epoch 50 Batch 789/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.170 Epoch 50 Batch 790/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.914, Loss: 0.212 Epoch 50 Batch 791/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.208 Epoch 50 Batch 792/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.187 Epoch 50 Batch 793/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.173 Epoch 50 Batch 794/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.923, Loss: 0.196 Epoch 50 Batch 795/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.203 Epoch 50 Batch 796/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.182 Epoch 50 Batch 797/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.180 Epoch 50 Batch 798/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.172 Epoch 50 Batch 799/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.205 Epoch 50 Batch 800/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.926, Loss: 0.166 Epoch 50 Batch 801/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.198 Epoch 50 Batch 802/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.167 Epoch 50 Batch 803/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.170 Epoch 50 Batch 804/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.916, Loss: 0.180 Epoch 50 Batch 805/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.182 Epoch 50 Batch 806/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.170 Epoch 50 Batch 807/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.921, Loss: 0.157 Epoch 50 Batch 808/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.921, Loss: 0.187 Epoch 50 Batch 809/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.207 Epoch 50 Batch 810/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.170 Epoch 50 Batch 811/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.173 Epoch 50 Batch 812/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.209 Epoch 50 Batch 813/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.173 Epoch 50 Batch 814/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.919, Loss: 0.169 Epoch 50 Batch 815/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.184 Epoch 50 Batch 816/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.181 Epoch 50 Batch 817/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.207 Epoch 50 Batch 818/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.920, Loss: 0.190 Epoch 50 Batch 819/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.175 Epoch 50 Batch 820/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.923, Loss: 0.177 Epoch 50 Batch 821/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.180 Epoch 50 Batch 822/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.923, Loss: 0.195 Epoch 50 Batch 823/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.919, Loss: 0.187 Epoch 50 Batch 824/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.919, Loss: 0.172 Epoch 50 Batch 825/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.920, Loss: 0.161 Epoch 50 Batch 826/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.170 Epoch 50 Batch 827/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.182 Epoch 50 Batch 828/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.167 Epoch 50 Batch 829/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.920, Loss: 0.209 Epoch 50 Batch 830/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.180 Epoch 50 Batch 831/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.196 Epoch 50 Batch 832/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.166 Epoch 50 Batch 833/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.181 Epoch 50 Batch 834/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.187 Epoch 50 Batch 835/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.194 Epoch 50 Batch 836/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.164 Epoch 50 Batch 837/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.210 Epoch 50 Batch 838/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.917, Loss: 0.162 Epoch 50 Batch 839/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.164 Epoch 50 Batch 840/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.156 Epoch 50 Batch 841/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.917, Loss: 0.184 Epoch 50 Batch 842/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.160 Epoch 50 Batch 843/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.180 Epoch 50 Batch 844/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.157 Epoch 50 Batch 845/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.163 Epoch 50 Batch 846/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.924, Loss: 0.194 Epoch 50 Batch 847/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.189 Epoch 50 Batch 848/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.924, Loss: 0.164 Epoch 50 Batch 849/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.170 Epoch 50 Batch 850/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.203 Epoch 50 Batch 851/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.188 Epoch 50 Batch 852/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.198 Epoch 50 Batch 853/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.919, Loss: 0.160 Epoch 50 Batch 854/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.182 Epoch 50 Batch 855/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.181 Epoch 50 Batch 856/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.194 Epoch 50 Batch 857/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.161 Epoch 50 Batch 858/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.152 Epoch 50 Batch 859/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.202 Epoch 50 Batch 860/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.180 Epoch 50 Batch 861/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.177 Epoch 50 Batch 862/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.176 Epoch 50 Batch 863/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.185 Epoch 50 Batch 864/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.171 Epoch 50 Batch 865/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.196 Epoch 50 Batch 866/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.186 Epoch 50 Batch 867/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.918, Loss: 0.243 Epoch 50 Batch 868/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.180 Epoch 50 Batch 869/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.171 Epoch 50 Batch 870/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.176 Epoch 50 Batch 871/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.167 Epoch 50 Batch 872/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.917, Loss: 0.166 Epoch 50 Batch 873/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.186 Epoch 50 Batch 874/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.189 Epoch 50 Batch 875/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.195 Epoch 50 Batch 876/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.182 Epoch 50 Batch 877/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.163 Epoch 50 Batch 878/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.171 Epoch 50 Batch 879/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.153 Epoch 50 Batch 880/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.175 Epoch 50 Batch 881/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.196 Epoch 50 Batch 882/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.195 Epoch 50 Batch 883/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.922, Loss: 0.225 Epoch 50 Batch 884/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.921, Loss: 0.160 Epoch 50 Batch 885/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.141 Epoch 50 Batch 886/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.185 Epoch 50 Batch 887/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.921, Loss: 0.208 Epoch 50 Batch 888/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.165 Epoch 50 Batch 889/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.178 Epoch 50 Batch 890/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.921, Loss: 0.167 Epoch 50 Batch 891/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.167 Epoch 50 Batch 892/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.167 Epoch 50 Batch 893/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.204 Epoch 50 Batch 894/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.920, Loss: 0.169 Epoch 50 Batch 895/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.171 Epoch 50 Batch 896/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.200 Epoch 50 Batch 897/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.137 Epoch 50 Batch 898/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.149 Epoch 50 Batch 899/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.921, Loss: 0.195 Epoch 50 Batch 900/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.199 Epoch 50 Batch 901/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.192 Epoch 50 Batch 902/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.186 Epoch 50 Batch 903/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.165 Epoch 50 Batch 904/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.921, Loss: 0.164 Epoch 50 Batch 905/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.163 Epoch 50 Batch 906/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.157 Epoch 50 Batch 907/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.173 Epoch 50 Batch 908/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.171 Epoch 50 Batch 909/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.193 Epoch 50 Batch 910/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.161 Epoch 50 Batch 911/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.161 Epoch 50 Batch 912/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.182 Epoch 50 Batch 913/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.210 Epoch 50 Batch 914/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.218 Epoch 50 Batch 915/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.917, Loss: 0.170 Epoch 50 Batch 916/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.184 Epoch 50 Batch 917/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.169 Epoch 50 Batch 918/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.168 Epoch 50 Batch 919/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.177 Epoch 50 Batch 920/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.162 Epoch 50 Batch 921/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.185 Epoch 50 Batch 922/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.161 Epoch 50 Batch 923/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.176 Epoch 50 Batch 924/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.204 Epoch 50 Batch 925/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.170 Epoch 50 Batch 926/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.925, Loss: 0.194 Epoch 50 Batch 927/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.193 Epoch 50 Batch 928/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.187 Epoch 50 Batch 929/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.188 Epoch 50 Batch 930/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.184 Epoch 50 Batch 931/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.180 Epoch 50 Batch 932/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.927, Loss: 0.176 Epoch 50 Batch 933/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.927, Loss: 0.202 Epoch 50 Batch 934/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.927, Loss: 0.169 Epoch 50 Batch 935/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.927, Loss: 0.183 Epoch 50 Batch 936/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.175 Epoch 50 Batch 937/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.194 Epoch 50 Batch 938/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.931, Loss: 0.194 Epoch 50 Batch 939/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.206 Epoch 50 Batch 940/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.165 Epoch 50 Batch 941/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.927, Loss: 0.151 Epoch 50 Batch 942/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.927, Loss: 0.178 Epoch 50 Batch 943/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.159 Epoch 50 Batch 944/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.924, Loss: 0.160 Epoch 50 Batch 945/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.924, Loss: 0.165 Epoch 50 Batch 946/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.172 Epoch 50 Batch 947/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.924, Loss: 0.191 Epoch 50 Batch 948/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.175 Epoch 50 Batch 949/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.923, Loss: 0.159 Epoch 50 Batch 950/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.143 Epoch 50 Batch 951/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.180 Epoch 50 Batch 952/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.160 Epoch 50 Batch 953/1077 - Train Accuracy: 0.971, Validation Accuracy: 0.925, Loss: 0.159 Epoch 50 Batch 954/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.183 Epoch 50 Batch 955/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.165 Epoch 50 Batch 956/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.179 Epoch 50 Batch 957/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.182 Epoch 50 Batch 958/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.176 Epoch 50 Batch 959/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.173 Epoch 50 Batch 960/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.175 Epoch 50 Batch 961/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.197 Epoch 50 Batch 962/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.162 Epoch 50 Batch 963/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.207 Epoch 50 Batch 964/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.161 Epoch 50 Batch 965/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.205 Epoch 50 Batch 966/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.151 Epoch 50 Batch 967/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.166 Epoch 50 Batch 968/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.924, Loss: 0.207 Epoch 50 Batch 969/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.217 Epoch 50 Batch 970/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.186 Epoch 50 Batch 971/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.182 Epoch 50 Batch 972/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.168 Epoch 50 Batch 973/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.920, Loss: 0.156 Epoch 50 Batch 974/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.180 Epoch 50 Batch 975/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.918, Loss: 0.176 Epoch 50 Batch 976/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.170 Epoch 50 Batch 977/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.158 Epoch 50 Batch 978/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.189 Epoch 50 Batch 979/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.205 Epoch 50 Batch 980/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.183 Epoch 50 Batch 981/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.184 Epoch 50 Batch 982/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.914, Loss: 0.185 Epoch 50 Batch 983/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.914, Loss: 0.188 Epoch 50 Batch 984/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.199 Epoch 50 Batch 985/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.157 Epoch 50 Batch 986/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.190 Epoch 50 Batch 987/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.919, Loss: 0.169 Epoch 50 Batch 988/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.192 Epoch 50 Batch 989/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.197 Epoch 50 Batch 990/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.198 Epoch 50 Batch 991/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.190 Epoch 50 Batch 992/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.916, Loss: 0.179 Epoch 50 Batch 993/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.158 Epoch 50 Batch 994/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.917, Loss: 0.176 Epoch 50 Batch 995/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.187 Epoch 50 Batch 996/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.179 Epoch 50 Batch 997/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.184 Epoch 50 Batch 998/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.915, Loss: 0.180 Epoch 50 Batch 999/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.187 Epoch 50 Batch 1000/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.170 Epoch 50 Batch 1001/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.914, Loss: 0.149 Epoch 50 Batch 1002/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.915, Loss: 0.150 Epoch 50 Batch 1003/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.165 Epoch 50 Batch 1004/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.190 Epoch 50 Batch 1005/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.166 Epoch 50 Batch 1006/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.156 Epoch 50 Batch 1007/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.911, Loss: 0.156 Epoch 50 Batch 1008/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.207 Epoch 50 Batch 1009/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.910, Loss: 0.162 Epoch 50 Batch 1010/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.908, Loss: 0.191 Epoch 50 Batch 1011/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.906, Loss: 0.173 Epoch 50 Batch 1012/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.157 Epoch 50 Batch 1013/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.157 Epoch 50 Batch 1014/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.165 Epoch 50 Batch 1015/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.203 Epoch 50 Batch 1016/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.187 Epoch 50 Batch 1017/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.182 Epoch 50 Batch 1018/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.919, Loss: 0.189 Epoch 50 Batch 1019/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.213 Epoch 50 Batch 1020/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.914, Loss: 0.158 Epoch 50 Batch 1021/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.162 Epoch 50 Batch 1022/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.170 Epoch 50 Batch 1023/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.161 Epoch 50 Batch 1024/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.913, Loss: 0.197 Epoch 50 Batch 1025/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.919, Loss: 0.198 Epoch 50 Batch 1026/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.176 Epoch 50 Batch 1027/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.181 Epoch 50 Batch 1028/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.156 Epoch 50 Batch 1029/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.169 Epoch 50 Batch 1030/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.917, Loss: 0.195 Epoch 50 Batch 1031/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.190 Epoch 50 Batch 1032/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.188 Epoch 50 Batch 1033/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.187 Epoch 50 Batch 1034/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.195 Epoch 50 Batch 1035/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.919, Loss: 0.167 Epoch 50 Batch 1036/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.190 Epoch 50 Batch 1037/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.184 Epoch 50 Batch 1038/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.911, Loss: 0.224 Epoch 50 Batch 1039/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.174 Epoch 50 Batch 1040/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.182 Epoch 50 Batch 1041/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.203 Epoch 50 Batch 1042/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.911, Loss: 0.174 Epoch 50 Batch 1043/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.225 Epoch 50 Batch 1044/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.192 Epoch 50 Batch 1045/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.191 Epoch 50 Batch 1046/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.919, Loss: 0.152 Epoch 50 Batch 1047/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.177 Epoch 50 Batch 1048/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.171 Epoch 50 Batch 1049/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.923, Loss: 0.194 Epoch 50 Batch 1050/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.165 Epoch 50 Batch 1051/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.180 Epoch 50 Batch 1052/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.170 Epoch 50 Batch 1053/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.174 Epoch 50 Batch 1054/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.166 Epoch 50 Batch 1055/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.179 Epoch 50 Batch 1056/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.159 Epoch 50 Batch 1057/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.196 Epoch 50 Batch 1058/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.194 Epoch 50 Batch 1059/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.921, Loss: 0.205 Epoch 50 Batch 1060/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.167 Epoch 50 Batch 1061/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.195 Epoch 50 Batch 1062/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.168 Epoch 50 Batch 1063/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.919, Loss: 0.180 Epoch 50 Batch 1064/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.181 Epoch 50 Batch 1065/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.170 Epoch 50 Batch 1066/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.153 Epoch 50 Batch 1067/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.205 Epoch 50 Batch 1068/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.165 Epoch 50 Batch 1069/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.144 Epoch 50 Batch 1070/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.171 Epoch 50 Batch 1071/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.177 Epoch 50 Batch 1072/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.177 Epoch 50 Batch 1073/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.191 Epoch 50 Batch 1074/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.916, Loss: 0.213 Epoch 50 Batch 1075/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.916, Loss: 0.213 Epoch 51 Batch 0/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.155 Epoch 51 Batch 1/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.168 Epoch 51 Batch 2/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.184 Epoch 51 Batch 3/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.915, Loss: 0.175 Epoch 51 Batch 4/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.171 Epoch 51 Batch 5/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.202 Epoch 51 Batch 6/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.173 Epoch 51 Batch 7/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.912, Loss: 0.165 Epoch 51 Batch 8/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.155 Epoch 51 Batch 9/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.907, Loss: 0.184 Epoch 51 Batch 10/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.908, Loss: 0.190 Epoch 51 Batch 11/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.912, Loss: 0.190 Epoch 51 Batch 12/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.912, Loss: 0.193 Epoch 51 Batch 13/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.193 Epoch 51 Batch 14/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.913, Loss: 0.144 Epoch 51 Batch 15/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.913, Loss: 0.175 Epoch 51 Batch 16/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.184 Epoch 51 Batch 17/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.913, Loss: 0.192 Epoch 51 Batch 18/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.166 Epoch 51 Batch 19/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.190 Epoch 51 Batch 20/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.143 Epoch 51 Batch 21/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.912, Loss: 0.186 Epoch 51 Batch 22/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.178 Epoch 51 Batch 23/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.907, Loss: 0.172 Epoch 51 Batch 24/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.907, Loss: 0.193 Epoch 51 Batch 25/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.907, Loss: 0.155 Epoch 51 Batch 26/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.181 Epoch 51 Batch 27/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.165 Epoch 51 Batch 28/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.916, Loss: 0.169 Epoch 51 Batch 29/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.916, Loss: 0.179 Epoch 51 Batch 30/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.184 Epoch 51 Batch 31/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.167 Epoch 51 Batch 32/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.156 Epoch 51 Batch 33/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.160 Epoch 51 Batch 34/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.183 Epoch 51 Batch 35/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.165 Epoch 51 Batch 36/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.186 Epoch 51 Batch 37/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.919, Loss: 0.159 Epoch 51 Batch 38/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.911, Loss: 0.207 Epoch 51 Batch 39/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.218 Epoch 51 Batch 40/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.176 Epoch 51 Batch 41/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.169 Epoch 51 Batch 42/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.916, Loss: 0.211 Epoch 51 Batch 43/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.169 Epoch 51 Batch 44/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.172 Epoch 51 Batch 45/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.916, Loss: 0.187 Epoch 51 Batch 46/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.916, Loss: 0.193 Epoch 51 Batch 47/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.919, Loss: 0.197 Epoch 51 Batch 48/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.915, Loss: 0.202 Epoch 51 Batch 49/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.201 Epoch 51 Batch 50/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.915, Loss: 0.161 Epoch 51 Batch 51/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.159 Epoch 51 Batch 52/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.167 Epoch 51 Batch 53/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.170 Epoch 51 Batch 54/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.224 Epoch 51 Batch 55/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.183 Epoch 51 Batch 56/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.911, Loss: 0.164 Epoch 51 Batch 57/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.163 Epoch 51 Batch 58/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.169 Epoch 51 Batch 59/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.183 Epoch 51 Batch 60/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.188 Epoch 51 Batch 61/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.188 Epoch 51 Batch 62/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.190 Epoch 51 Batch 63/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.909, Loss: 0.167 Epoch 51 Batch 64/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.909, Loss: 0.162 Epoch 51 Batch 65/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.182 Epoch 51 Batch 66/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.148 Epoch 51 Batch 67/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.174 Epoch 51 Batch 68/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.196 Epoch 51 Batch 69/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.190 Epoch 51 Batch 70/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.198 Epoch 51 Batch 71/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.172 Epoch 51 Batch 72/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.176 Epoch 51 Batch 73/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.188 Epoch 51 Batch 74/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.163 Epoch 51 Batch 75/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.222 Epoch 51 Batch 76/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.159 Epoch 51 Batch 77/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.188 Epoch 51 Batch 78/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.914, Loss: 0.197 Epoch 51 Batch 79/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.180 Epoch 51 Batch 80/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.171 Epoch 51 Batch 81/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.167 Epoch 51 Batch 82/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.143 Epoch 51 Batch 83/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.183 Epoch 51 Batch 84/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.188 Epoch 51 Batch 85/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.155 Epoch 51 Batch 86/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.916, Loss: 0.178 Epoch 51 Batch 87/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.917, Loss: 0.213 Epoch 51 Batch 88/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.186 Epoch 51 Batch 89/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.166 Epoch 51 Batch 90/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.183 Epoch 51 Batch 91/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.147 Epoch 51 Batch 92/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.171 Epoch 51 Batch 93/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.189 Epoch 51 Batch 94/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.908, Loss: 0.159 Epoch 51 Batch 95/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.184 Epoch 51 Batch 96/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.196 Epoch 51 Batch 97/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.911, Loss: 0.182 Epoch 51 Batch 98/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.170 Epoch 51 Batch 99/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.193 Epoch 51 Batch 100/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.160 Epoch 51 Batch 101/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.177 Epoch 51 Batch 102/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.161 Epoch 51 Batch 103/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.920, Loss: 0.193 Epoch 51 Batch 104/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.168 Epoch 51 Batch 105/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.172 Epoch 51 Batch 106/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.211 Epoch 51 Batch 107/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.194 Epoch 51 Batch 108/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.159 Epoch 51 Batch 109/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.172 Epoch 51 Batch 110/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.152 Epoch 51 Batch 111/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.168 Epoch 51 Batch 112/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.918, Loss: 0.159 Epoch 51 Batch 113/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.195 Epoch 51 Batch 114/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.161 Epoch 51 Batch 115/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.192 Epoch 51 Batch 116/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.911, Loss: 0.183 Epoch 51 Batch 117/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.192 Epoch 51 Batch 118/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.215 Epoch 51 Batch 119/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.169 Epoch 51 Batch 120/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.212 Epoch 51 Batch 121/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.176 Epoch 51 Batch 122/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.910, Loss: 0.167 Epoch 51 Batch 123/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.910, Loss: 0.138 Epoch 51 Batch 124/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.910, Loss: 0.196 Epoch 51 Batch 125/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.179 Epoch 51 Batch 126/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.145 Epoch 51 Batch 127/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.180 Epoch 51 Batch 128/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.922, Loss: 0.141 Epoch 51 Batch 129/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.193 Epoch 51 Batch 130/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.157 Epoch 51 Batch 131/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.168 Epoch 51 Batch 132/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.930, Loss: 0.186 Epoch 51 Batch 133/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.164 Epoch 51 Batch 134/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.168 Epoch 51 Batch 135/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.930, Loss: 0.171 Epoch 51 Batch 136/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.934, Loss: 0.172 Epoch 51 Batch 137/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.153 Epoch 51 Batch 138/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.177 Epoch 51 Batch 139/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.174 Epoch 51 Batch 140/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.180 Epoch 51 Batch 141/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.182 Epoch 51 Batch 142/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.170 Epoch 51 Batch 143/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.925, Loss: 0.175 Epoch 51 Batch 144/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.187 Epoch 51 Batch 145/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.209 Epoch 51 Batch 146/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.929, Loss: 0.246 Epoch 51 Batch 147/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.929, Loss: 0.187 Epoch 51 Batch 148/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.173 Epoch 51 Batch 149/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.933, Loss: 0.192 Epoch 51 Batch 150/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.165 Epoch 51 Batch 151/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.150 Epoch 51 Batch 152/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.221 Epoch 51 Batch 153/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.932, Loss: 0.191 Epoch 51 Batch 154/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.927, Loss: 0.184 Epoch 51 Batch 155/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.919, Loss: 0.179 Epoch 51 Batch 156/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.155 Epoch 51 Batch 157/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.927, Loss: 0.174 Epoch 51 Batch 158/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.185 Epoch 51 Batch 159/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.926, Loss: 0.148 Epoch 51 Batch 160/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.166 Epoch 51 Batch 161/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.171 Epoch 51 Batch 162/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.202 Epoch 51 Batch 163/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.223 Epoch 51 Batch 164/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.198 Epoch 51 Batch 165/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.156 Epoch 51 Batch 166/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.189 Epoch 51 Batch 167/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.919, Loss: 0.173 Epoch 51 Batch 168/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.198 Epoch 51 Batch 169/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.187 Epoch 51 Batch 170/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.182 Epoch 51 Batch 171/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.914, Loss: 0.149 Epoch 51 Batch 172/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.157 Epoch 51 Batch 173/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.167 Epoch 51 Batch 174/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.170 Epoch 51 Batch 175/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.198 Epoch 51 Batch 176/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.161 Epoch 51 Batch 177/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.922, Loss: 0.183 Epoch 51 Batch 178/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.922, Loss: 0.170 Epoch 51 Batch 179/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.186 Epoch 51 Batch 180/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.152 Epoch 51 Batch 181/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.191 Epoch 51 Batch 182/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.924, Loss: 0.185 Epoch 51 Batch 183/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.924, Loss: 0.202 Epoch 51 Batch 184/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.159 Epoch 51 Batch 185/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.172 Epoch 51 Batch 186/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.189 Epoch 51 Batch 187/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.157 Epoch 51 Batch 188/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.923, Loss: 0.173 Epoch 51 Batch 189/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.170 Epoch 51 Batch 190/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.922, Loss: 0.150 Epoch 51 Batch 191/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.151 Epoch 51 Batch 192/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.187 Epoch 51 Batch 193/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.177 Epoch 51 Batch 194/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.171 Epoch 51 Batch 195/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.178 Epoch 51 Batch 196/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.912, Loss: 0.161 Epoch 51 Batch 197/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.160 Epoch 51 Batch 198/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.909, Loss: 0.184 Epoch 51 Batch 199/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.908, Loss: 0.146 Epoch 51 Batch 200/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.180 Epoch 51 Batch 201/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.909, Loss: 0.149 Epoch 51 Batch 202/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.909, Loss: 0.183 Epoch 51 Batch 203/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.910, Loss: 0.161 Epoch 51 Batch 204/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.915, Loss: 0.235 Epoch 51 Batch 205/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.181 Epoch 51 Batch 206/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.911, Loss: 0.170 Epoch 51 Batch 207/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.174 Epoch 51 Batch 208/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.207 Epoch 51 Batch 209/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.916, Loss: 0.141 Epoch 51 Batch 210/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.188 Epoch 51 Batch 211/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.911, Loss: 0.177 Epoch 51 Batch 212/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.141 Epoch 51 Batch 213/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.911, Loss: 0.142 Epoch 51 Batch 214/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.145 Epoch 51 Batch 215/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.915, Loss: 0.194 Epoch 51 Batch 216/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.173 Epoch 51 Batch 217/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.159 Epoch 51 Batch 218/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.203 Epoch 51 Batch 219/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.909, Loss: 0.168 Epoch 51 Batch 220/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.170 Epoch 51 Batch 221/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.176 Epoch 51 Batch 222/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.907, Loss: 0.175 Epoch 51 Batch 223/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.907, Loss: 0.147 Epoch 51 Batch 224/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.184 Epoch 51 Batch 225/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.183 Epoch 51 Batch 226/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.168 Epoch 51 Batch 227/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.915, Loss: 0.202 Epoch 51 Batch 228/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.168 Epoch 51 Batch 229/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.196 Epoch 51 Batch 230/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.155 Epoch 51 Batch 231/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.204 Epoch 51 Batch 232/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.923, Loss: 0.165 Epoch 51 Batch 233/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.211 Epoch 51 Batch 234/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.921, Loss: 0.200 Epoch 51 Batch 235/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.179 Epoch 51 Batch 236/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.921, Loss: 0.202 Epoch 51 Batch 237/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.147 Epoch 51 Batch 238/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.170 Epoch 51 Batch 239/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.922, Loss: 0.145 Epoch 51 Batch 240/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.922, Loss: 0.165 Epoch 51 Batch 241/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.922, Loss: 0.150 Epoch 51 Batch 242/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.159 Epoch 51 Batch 243/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.193 Epoch 51 Batch 244/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.186 Epoch 51 Batch 245/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.144 Epoch 51 Batch 246/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.183 Epoch 51 Batch 247/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.168 Epoch 51 Batch 248/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.161 Epoch 51 Batch 249/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.921, Loss: 0.167 Epoch 51 Batch 250/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.160 Epoch 51 Batch 251/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.171 Epoch 51 Batch 252/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.158 Epoch 51 Batch 253/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.173 Epoch 51 Batch 254/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.197 Epoch 51 Batch 255/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.174 Epoch 51 Batch 256/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.208 Epoch 51 Batch 257/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.168 Epoch 51 Batch 258/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.195 Epoch 51 Batch 259/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.178 Epoch 51 Batch 260/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.160 Epoch 51 Batch 261/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.175 Epoch 51 Batch 262/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.158 Epoch 51 Batch 263/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.918, Loss: 0.151 Epoch 51 Batch 264/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.183 Epoch 51 Batch 265/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.173 Epoch 51 Batch 266/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.175 Epoch 51 Batch 267/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.922, Loss: 0.152 Epoch 51 Batch 268/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.203 Epoch 51 Batch 269/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.199 Epoch 51 Batch 270/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.923, Loss: 0.190 Epoch 51 Batch 271/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.926, Loss: 0.163 Epoch 51 Batch 272/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.254 Epoch 51 Batch 273/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.159 Epoch 51 Batch 274/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.167 Epoch 51 Batch 275/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.181 Epoch 51 Batch 276/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.219 Epoch 51 Batch 277/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.923, Loss: 0.158 Epoch 51 Batch 278/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.918, Loss: 0.189 Epoch 51 Batch 279/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.201 Epoch 51 Batch 280/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.916, Loss: 0.195 Epoch 51 Batch 281/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.188 Epoch 51 Batch 282/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.208 Epoch 51 Batch 283/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.920, Loss: 0.177 Epoch 51 Batch 284/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.199 Epoch 51 Batch 285/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.178 Epoch 51 Batch 286/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.159 Epoch 51 Batch 287/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.934, Loss: 0.170 Epoch 51 Batch 288/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.197 Epoch 51 Batch 289/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.175 Epoch 51 Batch 290/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.196 Epoch 51 Batch 291/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.934, Loss: 0.199 Epoch 51 Batch 292/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.180 Epoch 51 Batch 293/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.934, Loss: 0.169 Epoch 51 Batch 294/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.155 Epoch 51 Batch 295/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.934, Loss: 0.197 Epoch 51 Batch 296/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.155 Epoch 51 Batch 297/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.934, Loss: 0.221 Epoch 51 Batch 298/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.935, Loss: 0.191 Epoch 51 Batch 299/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.935, Loss: 0.160 Epoch 51 Batch 300/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.929, Loss: 0.167 Epoch 51 Batch 301/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.155 Epoch 51 Batch 302/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.925, Loss: 0.152 Epoch 51 Batch 303/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.196 Epoch 51 Batch 304/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.924, Loss: 0.168 Epoch 51 Batch 305/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.197 Epoch 51 Batch 306/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.181 Epoch 51 Batch 307/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.165 Epoch 51 Batch 308/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.185 Epoch 51 Batch 309/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.153 Epoch 51 Batch 310/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.176 Epoch 51 Batch 311/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.175 Epoch 51 Batch 312/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.194 Epoch 51 Batch 313/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.159 Epoch 51 Batch 314/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.181 Epoch 51 Batch 315/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.909, Loss: 0.161 Epoch 51 Batch 316/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.149 Epoch 51 Batch 317/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.908, Loss: 0.186 Epoch 51 Batch 318/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.907, Loss: 0.175 Epoch 51 Batch 319/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.183 Epoch 51 Batch 320/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.165 Epoch 51 Batch 321/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.907, Loss: 0.179 Epoch 51 Batch 322/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.165 Epoch 51 Batch 323/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.194 Epoch 51 Batch 324/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.152 Epoch 51 Batch 325/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.899, Loss: 0.189 Epoch 51 Batch 326/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.904, Loss: 0.153 Epoch 51 Batch 327/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.205 Epoch 51 Batch 328/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.207 Epoch 51 Batch 329/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.181 Epoch 51 Batch 330/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.905, Loss: 0.165 Epoch 51 Batch 331/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.905, Loss: 0.185 Epoch 51 Batch 332/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.909, Loss: 0.145 Epoch 51 Batch 333/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.905, Loss: 0.153 Epoch 51 Batch 334/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.905, Loss: 0.165 Epoch 51 Batch 335/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.177 Epoch 51 Batch 336/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.904, Loss: 0.195 Epoch 51 Batch 337/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.904, Loss: 0.190 Epoch 51 Batch 338/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.909, Loss: 0.209 Epoch 51 Batch 339/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.911, Loss: 0.143 Epoch 51 Batch 340/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.189 Epoch 51 Batch 341/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.209 Epoch 51 Batch 342/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.164 Epoch 51 Batch 343/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.914, Loss: 0.161 Epoch 51 Batch 344/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.175 Epoch 51 Batch 345/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.163 Epoch 51 Batch 346/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.169 Epoch 51 Batch 347/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.913, Loss: 0.145 Epoch 51 Batch 348/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.913, Loss: 0.158 Epoch 51 Batch 349/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.160 Epoch 51 Batch 350/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.908, Loss: 0.167 Epoch 51 Batch 351/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.900, Loss: 0.173 Epoch 51 Batch 352/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.172 Epoch 51 Batch 353/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.204 Epoch 51 Batch 354/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.906, Loss: 0.199 Epoch 51 Batch 355/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.188 Epoch 51 Batch 356/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.906, Loss: 0.165 Epoch 51 Batch 357/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.165 Epoch 51 Batch 358/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.907, Loss: 0.207 Epoch 51 Batch 359/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.907, Loss: 0.164 Epoch 51 Batch 360/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.170 Epoch 51 Batch 361/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.167 Epoch 51 Batch 362/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.187 Epoch 51 Batch 363/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.196 Epoch 51 Batch 364/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.206 Epoch 51 Batch 365/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.160 Epoch 51 Batch 366/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.165 Epoch 51 Batch 367/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.913, Loss: 0.157 Epoch 51 Batch 368/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.913, Loss: 0.162 Epoch 51 Batch 369/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.907, Loss: 0.176 Epoch 51 Batch 370/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.913, Loss: 0.180 Epoch 51 Batch 371/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.162 Epoch 51 Batch 372/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.914, Loss: 0.166 Epoch 51 Batch 373/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.914, Loss: 0.148 Epoch 51 Batch 374/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.181 Epoch 51 Batch 375/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.916, Loss: 0.176 Epoch 51 Batch 376/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.169 Epoch 51 Batch 377/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.176 Epoch 51 Batch 378/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.162 Epoch 51 Batch 379/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.205 Epoch 51 Batch 380/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.163 Epoch 51 Batch 381/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.205 Epoch 51 Batch 382/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.212 Epoch 51 Batch 383/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.156 Epoch 51 Batch 384/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.166 Epoch 51 Batch 385/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.161 Epoch 51 Batch 386/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.926, Loss: 0.165 Epoch 51 Batch 387/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.175 Epoch 51 Batch 388/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.163 Epoch 51 Batch 389/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.181 Epoch 51 Batch 390/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.923, Loss: 0.197 Epoch 51 Batch 391/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.175 Epoch 51 Batch 392/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.197 Epoch 51 Batch 393/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.160 Epoch 51 Batch 394/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.172 Epoch 51 Batch 395/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.919, Loss: 0.154 Epoch 51 Batch 396/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.183 Epoch 51 Batch 397/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.179 Epoch 51 Batch 398/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.189 Epoch 51 Batch 399/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.919, Loss: 0.185 Epoch 51 Batch 400/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.200 Epoch 51 Batch 401/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.150 Epoch 51 Batch 402/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.169 Epoch 51 Batch 403/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.220 Epoch 51 Batch 404/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.156 Epoch 51 Batch 405/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.206 Epoch 51 Batch 406/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.917, Loss: 0.147 Epoch 51 Batch 407/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.213 Epoch 51 Batch 408/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.189 Epoch 51 Batch 409/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.916, Loss: 0.193 Epoch 51 Batch 410/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.187 Epoch 51 Batch 411/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.183 Epoch 51 Batch 412/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.922, Loss: 0.168 Epoch 51 Batch 413/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.163 Epoch 51 Batch 414/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.193 Epoch 51 Batch 415/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.162 Epoch 51 Batch 416/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.184 Epoch 51 Batch 417/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.229 Epoch 51 Batch 418/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.917, Loss: 0.165 Epoch 51 Batch 419/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.178 Epoch 51 Batch 420/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.922, Loss: 0.155 Epoch 51 Batch 421/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.193 Epoch 51 Batch 422/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.166 Epoch 51 Batch 423/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.195 Epoch 51 Batch 424/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.909, Loss: 0.182 Epoch 51 Batch 425/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.173 Epoch 51 Batch 426/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.212 Epoch 51 Batch 427/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.169 Epoch 51 Batch 428/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.913, Loss: 0.159 Epoch 51 Batch 429/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.152 Epoch 51 Batch 430/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.170 Epoch 51 Batch 431/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.917, Loss: 0.169 Epoch 51 Batch 432/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.175 Epoch 51 Batch 433/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.913, Loss: 0.178 Epoch 51 Batch 434/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.176 Epoch 51 Batch 435/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.912, Loss: 0.179 Epoch 51 Batch 436/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.159 Epoch 51 Batch 437/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.166 Epoch 51 Batch 438/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.187 Epoch 51 Batch 439/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.187 Epoch 51 Batch 440/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.930, Loss: 0.196 Epoch 51 Batch 441/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.935, Loss: 0.160 Epoch 51 Batch 442/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.935, Loss: 0.175 Epoch 51 Batch 443/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.935, Loss: 0.172 Epoch 51 Batch 444/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.167 Epoch 51 Batch 445/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.172 Epoch 51 Batch 446/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.912, Loss: 0.143 Epoch 51 Batch 447/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.179 Epoch 51 Batch 448/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.917, Loss: 0.196 Epoch 51 Batch 449/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.209 Epoch 51 Batch 450/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.179 Epoch 51 Batch 451/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.183 Epoch 51 Batch 452/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.176 Epoch 51 Batch 453/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.920, Loss: 0.172 Epoch 51 Batch 454/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.173 Epoch 51 Batch 455/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.173 Epoch 51 Batch 456/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.179 Epoch 51 Batch 457/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.160 Epoch 51 Batch 458/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.183 Epoch 51 Batch 459/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.157 Epoch 51 Batch 460/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.930, Loss: 0.180 Epoch 51 Batch 461/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.930, Loss: 0.169 Epoch 51 Batch 462/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.165 Epoch 51 Batch 463/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.168 Epoch 51 Batch 464/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.163 Epoch 51 Batch 465/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.204 Epoch 51 Batch 466/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.168 Epoch 51 Batch 467/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.185 Epoch 51 Batch 468/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.168 Epoch 51 Batch 469/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.174 Epoch 51 Batch 470/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.919, Loss: 0.185 Epoch 51 Batch 471/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.923, Loss: 0.140 Epoch 51 Batch 472/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.163 Epoch 51 Batch 473/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.187 Epoch 51 Batch 474/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.186 Epoch 51 Batch 475/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.174 Epoch 51 Batch 476/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.176 Epoch 51 Batch 477/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.163 Epoch 51 Batch 478/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.184 Epoch 51 Batch 479/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.195 Epoch 51 Batch 480/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.173 Epoch 51 Batch 481/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.174 Epoch 51 Batch 482/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.190 Epoch 51 Batch 483/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.203 Epoch 51 Batch 484/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.176 Epoch 51 Batch 485/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.172 Epoch 51 Batch 486/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.152 Epoch 51 Batch 487/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.920, Loss: 0.173 Epoch 51 Batch 488/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.155 Epoch 51 Batch 489/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.169 Epoch 51 Batch 490/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.183 Epoch 51 Batch 491/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.195 Epoch 51 Batch 492/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.185 Epoch 51 Batch 493/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.170 Epoch 51 Batch 494/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.929, Loss: 0.191 Epoch 51 Batch 495/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.175 Epoch 51 Batch 496/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.168 Epoch 51 Batch 497/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.197 Epoch 51 Batch 498/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.179 Epoch 51 Batch 499/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.164 Epoch 51 Batch 500/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.159 Epoch 51 Batch 501/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.168 Epoch 51 Batch 502/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.919, Loss: 0.165 Epoch 51 Batch 503/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.924, Loss: 0.170 Epoch 51 Batch 504/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.181 Epoch 51 Batch 505/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.923, Loss: 0.155 Epoch 51 Batch 506/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.183 Epoch 51 Batch 507/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.921, Loss: 0.162 Epoch 51 Batch 508/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.163 Epoch 51 Batch 509/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.923, Loss: 0.203 Epoch 51 Batch 510/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.158 Epoch 51 Batch 511/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.176 Epoch 51 Batch 512/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.924, Loss: 0.173 Epoch 51 Batch 513/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.171 Epoch 51 Batch 514/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.924, Loss: 0.173 Epoch 51 Batch 515/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.179 Epoch 51 Batch 516/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.160 Epoch 51 Batch 517/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.172 Epoch 51 Batch 518/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.153 Epoch 51 Batch 519/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.178 Epoch 51 Batch 520/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.922, Loss: 0.162 Epoch 51 Batch 521/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.922, Loss: 0.179 Epoch 51 Batch 522/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.923, Loss: 0.193 Epoch 51 Batch 523/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.196 Epoch 51 Batch 524/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.198 Epoch 51 Batch 525/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.929, Loss: 0.173 Epoch 51 Batch 526/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.171 Epoch 51 Batch 527/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.167 Epoch 51 Batch 528/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.166 Epoch 51 Batch 529/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.166 Epoch 51 Batch 530/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.202 Epoch 51 Batch 531/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.927, Loss: 0.160 Epoch 51 Batch 532/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.927, Loss: 0.208 Epoch 51 Batch 533/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.204 Epoch 51 Batch 534/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.188 Epoch 51 Batch 535/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.161 Epoch 51 Batch 536/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.161 Epoch 51 Batch 537/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.181 Epoch 51 Batch 538/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.924, Loss: 0.135 Epoch 51 Batch 539/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.924, Loss: 0.189 Epoch 51 Batch 540/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.928, Loss: 0.150 Epoch 51 Batch 541/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.170 Epoch 51 Batch 542/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.180 Epoch 51 Batch 543/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.186 Epoch 51 Batch 544/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.926, Loss: 0.143 Epoch 51 Batch 545/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.931, Loss: 0.188 Epoch 51 Batch 546/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.183 Epoch 51 Batch 547/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.169 Epoch 51 Batch 548/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.191 Epoch 51 Batch 549/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.931, Loss: 0.208 Epoch 51 Batch 550/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.927, Loss: 0.173 Epoch 51 Batch 551/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.194 Epoch 51 Batch 552/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.185 Epoch 51 Batch 553/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.188 Epoch 51 Batch 554/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.163 Epoch 51 Batch 555/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.181 Epoch 51 Batch 556/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.156 Epoch 51 Batch 557/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.186 Epoch 51 Batch 558/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.175 Epoch 51 Batch 559/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.921, Loss: 0.156 Epoch 51 Batch 560/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.920, Loss: 0.167 Epoch 51 Batch 561/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.152 Epoch 51 Batch 562/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.152 Epoch 51 Batch 563/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.917, Loss: 0.215 Epoch 51 Batch 564/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.195 Epoch 51 Batch 565/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.199 Epoch 51 Batch 566/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.223 Epoch 51 Batch 567/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.178 Epoch 51 Batch 568/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.176 Epoch 51 Batch 569/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.186 Epoch 51 Batch 570/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.205 Epoch 51 Batch 571/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.159 Epoch 51 Batch 572/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.154 Epoch 51 Batch 573/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.203 Epoch 51 Batch 574/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.191 Epoch 51 Batch 575/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.162 Epoch 51 Batch 576/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.913, Loss: 0.173 Epoch 51 Batch 577/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.179 Epoch 51 Batch 578/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.907, Loss: 0.184 Epoch 51 Batch 579/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.157 Epoch 51 Batch 580/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.147 Epoch 51 Batch 581/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.145 Epoch 51 Batch 582/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.912, Loss: 0.164 Epoch 51 Batch 583/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.188 Epoch 51 Batch 584/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.171 Epoch 51 Batch 585/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.155 Epoch 51 Batch 586/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.175 Epoch 51 Batch 587/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.162 Epoch 51 Batch 588/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.150 Epoch 51 Batch 589/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.915, Loss: 0.153 Epoch 51 Batch 590/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.176 Epoch 51 Batch 591/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.168 Epoch 51 Batch 592/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.190 Epoch 51 Batch 593/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.913, Loss: 0.176 Epoch 51 Batch 594/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.176 Epoch 51 Batch 595/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.180 Epoch 51 Batch 596/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.919, Loss: 0.187 Epoch 51 Batch 597/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.164 Epoch 51 Batch 598/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.182 Epoch 51 Batch 599/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.243 Epoch 51 Batch 600/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.174 Epoch 51 Batch 601/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.912, Loss: 0.183 Epoch 51 Batch 602/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.922, Loss: 0.173 Epoch 51 Batch 603/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.181 Epoch 51 Batch 604/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.192 Epoch 51 Batch 605/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.206 Epoch 51 Batch 606/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.148 Epoch 51 Batch 607/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.181 Epoch 51 Batch 608/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.201 Epoch 51 Batch 609/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.908, Loss: 0.188 Epoch 51 Batch 610/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.912, Loss: 0.174 Epoch 51 Batch 611/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.176 Epoch 51 Batch 612/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.175 Epoch 51 Batch 613/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.203 Epoch 51 Batch 614/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.166 Epoch 51 Batch 615/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.167 Epoch 51 Batch 616/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.197 Epoch 51 Batch 617/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.171 Epoch 51 Batch 618/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.916, Loss: 0.182 Epoch 51 Batch 619/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.920, Loss: 0.188 Epoch 51 Batch 620/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.185 Epoch 51 Batch 621/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.924, Loss: 0.171 Epoch 51 Batch 622/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.168 Epoch 51 Batch 623/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.172 Epoch 51 Batch 624/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.179 Epoch 51 Batch 625/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.165 Epoch 51 Batch 626/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.167 Epoch 51 Batch 627/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.164 Epoch 51 Batch 628/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.930, Loss: 0.190 Epoch 51 Batch 629/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.930, Loss: 0.200 Epoch 51 Batch 630/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.182 Epoch 51 Batch 631/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.179 Epoch 51 Batch 632/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.930, Loss: 0.159 Epoch 51 Batch 633/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.191 Epoch 51 Batch 634/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.160 Epoch 51 Batch 635/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.208 Epoch 51 Batch 636/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.177 Epoch 51 Batch 637/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.187 Epoch 51 Batch 638/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.186 Epoch 51 Batch 639/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.191 Epoch 51 Batch 640/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.160 Epoch 51 Batch 641/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.197 Epoch 51 Batch 642/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.929, Loss: 0.173 Epoch 51 Batch 643/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.154 Epoch 51 Batch 644/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.928, Loss: 0.172 Epoch 51 Batch 645/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.927, Loss: 0.181 Epoch 51 Batch 646/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.183 Epoch 51 Batch 647/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.174 Epoch 51 Batch 648/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.165 Epoch 51 Batch 649/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.929, Loss: 0.164 Epoch 51 Batch 650/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.173 Epoch 51 Batch 651/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.161 Epoch 51 Batch 652/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.189 Epoch 51 Batch 653/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.205 Epoch 51 Batch 654/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.162 Epoch 51 Batch 655/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.930, Loss: 0.183 Epoch 51 Batch 656/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.930, Loss: 0.174 Epoch 51 Batch 657/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.174 Epoch 51 Batch 658/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.148 Epoch 51 Batch 659/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.161 Epoch 51 Batch 660/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.171 Epoch 51 Batch 661/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.148 Epoch 51 Batch 662/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.172 Epoch 51 Batch 663/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.930, Loss: 0.151 Epoch 51 Batch 664/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.164 Epoch 51 Batch 665/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.181 Epoch 51 Batch 666/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.192 Epoch 51 Batch 667/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.186 Epoch 51 Batch 668/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.196 Epoch 51 Batch 669/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.929, Loss: 0.176 Epoch 51 Batch 670/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.929, Loss: 0.173 Epoch 51 Batch 671/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.928, Loss: 0.193 Epoch 51 Batch 672/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.184 Epoch 51 Batch 673/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.928, Loss: 0.176 Epoch 51 Batch 674/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.928, Loss: 0.176 Epoch 51 Batch 675/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.196 Epoch 51 Batch 676/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.154 Epoch 51 Batch 677/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.927, Loss: 0.191 Epoch 51 Batch 678/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.152 Epoch 51 Batch 679/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.183 Epoch 51 Batch 680/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.148 Epoch 51 Batch 681/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.182 Epoch 51 Batch 682/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.171 Epoch 51 Batch 683/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.164 Epoch 51 Batch 684/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.174 Epoch 51 Batch 685/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.191 Epoch 51 Batch 686/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.194 Epoch 51 Batch 687/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.192 Epoch 51 Batch 688/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.920, Loss: 0.168 Epoch 51 Batch 689/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.920, Loss: 0.157 Epoch 51 Batch 690/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.187 Epoch 51 Batch 691/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.920, Loss: 0.184 Epoch 51 Batch 692/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.156 Epoch 51 Batch 693/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.205 Epoch 51 Batch 694/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.187 Epoch 51 Batch 695/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.920, Loss: 0.158 Epoch 51 Batch 696/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.920, Loss: 0.199 Epoch 51 Batch 697/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.157 Epoch 51 Batch 698/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.161 Epoch 51 Batch 699/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.166 Epoch 51 Batch 700/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.146 Epoch 51 Batch 701/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.193 Epoch 51 Batch 702/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.220 Epoch 51 Batch 703/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.180 Epoch 51 Batch 704/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.917, Loss: 0.209 Epoch 51 Batch 705/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.182 Epoch 51 Batch 706/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.925, Loss: 0.212 Epoch 51 Batch 707/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.181 Epoch 51 Batch 708/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.925, Loss: 0.185 Epoch 51 Batch 709/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.920, Loss: 0.201 Epoch 51 Batch 710/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.165 Epoch 51 Batch 711/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.195 Epoch 51 Batch 712/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.914, Loss: 0.179 Epoch 51 Batch 713/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.174 Epoch 51 Batch 714/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.178 Epoch 51 Batch 715/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.917, Loss: 0.209 Epoch 51 Batch 716/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.917, Loss: 0.157 Epoch 51 Batch 717/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.920, Loss: 0.168 Epoch 51 Batch 718/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.158 Epoch 51 Batch 719/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.177 Epoch 51 Batch 720/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.175 Epoch 51 Batch 721/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.165 Epoch 51 Batch 722/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.168 Epoch 51 Batch 723/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.190 Epoch 51 Batch 724/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.217 Epoch 51 Batch 725/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.139 Epoch 51 Batch 726/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.184 Epoch 51 Batch 727/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.926, Loss: 0.165 Epoch 51 Batch 728/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.931, Loss: 0.194 Epoch 51 Batch 729/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.932, Loss: 0.205 Epoch 51 Batch 730/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.175 Epoch 51 Batch 731/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.927, Loss: 0.178 Epoch 51 Batch 732/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.186 Epoch 51 Batch 733/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.178 Epoch 51 Batch 734/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.175 Epoch 51 Batch 735/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.165 Epoch 51 Batch 736/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.169 Epoch 51 Batch 737/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.921, Loss: 0.198 Epoch 51 Batch 738/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.157 Epoch 51 Batch 739/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.167 Epoch 51 Batch 740/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.144 Epoch 51 Batch 741/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.925, Loss: 0.205 Epoch 51 Batch 742/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.163 Epoch 51 Batch 743/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.925, Loss: 0.184 Epoch 51 Batch 744/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.171 Epoch 51 Batch 745/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.176 Epoch 51 Batch 746/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.189 Epoch 51 Batch 747/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.156 Epoch 51 Batch 748/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.168 Epoch 51 Batch 749/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.926, Loss: 0.181 Epoch 51 Batch 750/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.192 Epoch 51 Batch 751/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.192 Epoch 51 Batch 752/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.927, Loss: 0.182 Epoch 51 Batch 753/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.167 Epoch 51 Batch 754/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.926, Loss: 0.194 Epoch 51 Batch 755/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.188 Epoch 51 Batch 756/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.164 Epoch 51 Batch 757/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.194 Epoch 51 Batch 758/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.154 Epoch 51 Batch 759/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.147 Epoch 51 Batch 760/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.178 Epoch 51 Batch 761/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.927, Loss: 0.173 Epoch 51 Batch 762/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.927, Loss: 0.172 Epoch 51 Batch 763/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.158 Epoch 51 Batch 764/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.169 Epoch 51 Batch 765/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.933, Loss: 0.168 Epoch 51 Batch 766/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.191 Epoch 51 Batch 767/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.155 Epoch 51 Batch 768/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.164 Epoch 51 Batch 769/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.171 Epoch 51 Batch 770/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.926, Loss: 0.171 Epoch 51 Batch 771/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.172 Epoch 51 Batch 772/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.929, Loss: 0.169 Epoch 51 Batch 773/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.929, Loss: 0.148 Epoch 51 Batch 774/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.208 Epoch 51 Batch 775/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.183 Epoch 51 Batch 776/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.158 Epoch 51 Batch 777/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.932, Loss: 0.195 Epoch 51 Batch 778/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.933, Loss: 0.165 Epoch 51 Batch 779/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.179 Epoch 51 Batch 780/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.935, Loss: 0.213 Epoch 51 Batch 781/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.935, Loss: 0.152 Epoch 51 Batch 782/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.173 Epoch 51 Batch 783/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.931, Loss: 0.191 Epoch 51 Batch 784/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.167 Epoch 51 Batch 785/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.936, Loss: 0.177 Epoch 51 Batch 786/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.931, Loss: 0.164 Epoch 51 Batch 787/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.159 Epoch 51 Batch 788/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.156 Epoch 51 Batch 789/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.924, Loss: 0.188 Epoch 51 Batch 790/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.924, Loss: 0.196 Epoch 51 Batch 791/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.922, Loss: 0.176 Epoch 51 Batch 792/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.192 Epoch 51 Batch 793/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.162 Epoch 51 Batch 794/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.922, Loss: 0.167 Epoch 51 Batch 795/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.181 Epoch 51 Batch 796/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.166 Epoch 51 Batch 797/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.148 Epoch 51 Batch 798/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.929, Loss: 0.161 Epoch 51 Batch 799/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.929, Loss: 0.193 Epoch 51 Batch 800/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.927, Loss: 0.179 Epoch 51 Batch 801/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.184 Epoch 51 Batch 802/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.188 Epoch 51 Batch 803/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.928, Loss: 0.180 Epoch 51 Batch 804/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.165 Epoch 51 Batch 805/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.927, Loss: 0.180 Epoch 51 Batch 806/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.153 Epoch 51 Batch 807/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.155 Epoch 51 Batch 808/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.931, Loss: 0.194 Epoch 51 Batch 809/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.203 Epoch 51 Batch 810/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.166 Epoch 51 Batch 811/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.157 Epoch 51 Batch 812/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.925, Loss: 0.194 Epoch 51 Batch 813/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.180 Epoch 51 Batch 814/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.159 Epoch 51 Batch 815/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.184 Epoch 51 Batch 816/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.176 Epoch 51 Batch 817/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.185 Epoch 51 Batch 818/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.930, Loss: 0.159 Epoch 51 Batch 819/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.930, Loss: 0.166 Epoch 51 Batch 820/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.930, Loss: 0.179 Epoch 51 Batch 821/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.160 Epoch 51 Batch 822/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.931, Loss: 0.166 Epoch 51 Batch 823/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.929, Loss: 0.178 Epoch 51 Batch 824/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.178 Epoch 51 Batch 825/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.929, Loss: 0.163 Epoch 51 Batch 826/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.929, Loss: 0.167 Epoch 51 Batch 827/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.188 Epoch 51 Batch 828/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.153 Epoch 51 Batch 829/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.929, Loss: 0.215 Epoch 51 Batch 830/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.188 Epoch 51 Batch 831/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.929, Loss: 0.177 Epoch 51 Batch 832/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.931, Loss: 0.167 Epoch 51 Batch 833/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.930, Loss: 0.186 Epoch 51 Batch 834/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.177 Epoch 51 Batch 835/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.193 Epoch 51 Batch 836/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.170 Epoch 51 Batch 837/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.926, Loss: 0.217 Epoch 51 Batch 838/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.185 Epoch 51 Batch 839/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.163 Epoch 51 Batch 840/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.932, Loss: 0.158 Epoch 51 Batch 841/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.933, Loss: 0.195 Epoch 51 Batch 842/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.157 Epoch 51 Batch 843/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.168 Epoch 51 Batch 844/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.157 Epoch 51 Batch 845/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.161 Epoch 51 Batch 846/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.920, Loss: 0.197 Epoch 51 Batch 847/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.202 Epoch 51 Batch 848/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.922, Loss: 0.162 Epoch 51 Batch 849/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.168 Epoch 51 Batch 850/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.205 Epoch 51 Batch 851/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.176 Epoch 51 Batch 852/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.196 Epoch 51 Batch 853/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.926, Loss: 0.156 Epoch 51 Batch 854/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.208 Epoch 51 Batch 855/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.171 Epoch 51 Batch 856/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.924, Loss: 0.197 Epoch 51 Batch 857/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.170 Epoch 51 Batch 858/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.180 Epoch 51 Batch 859/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.192 Epoch 51 Batch 860/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.928, Loss: 0.160 Epoch 51 Batch 861/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.928, Loss: 0.186 Epoch 51 Batch 862/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.928, Loss: 0.171 Epoch 51 Batch 863/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.158 Epoch 51 Batch 864/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.928, Loss: 0.169 Epoch 51 Batch 865/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.188 Epoch 51 Batch 866/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.173 Epoch 51 Batch 867/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.921, Loss: 0.240 Epoch 51 Batch 868/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.195 Epoch 51 Batch 869/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.167 Epoch 51 Batch 870/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.925, Loss: 0.199 Epoch 51 Batch 871/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.925, Loss: 0.167 Epoch 51 Batch 872/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.167 Epoch 51 Batch 873/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.170 Epoch 51 Batch 874/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.930, Loss: 0.201 Epoch 51 Batch 875/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.931, Loss: 0.168 Epoch 51 Batch 876/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.930, Loss: 0.188 Epoch 51 Batch 877/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.150 Epoch 51 Batch 878/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.932, Loss: 0.165 Epoch 51 Batch 879/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.932, Loss: 0.160 Epoch 51 Batch 880/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.175 Epoch 51 Batch 881/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.932, Loss: 0.190 Epoch 51 Batch 882/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.190 Epoch 51 Batch 883/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.930, Loss: 0.227 Epoch 51 Batch 884/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.933, Loss: 0.172 Epoch 51 Batch 885/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.150 Epoch 51 Batch 886/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.929, Loss: 0.186 Epoch 51 Batch 887/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.929, Loss: 0.182 Epoch 51 Batch 888/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.165 Epoch 51 Batch 889/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.179 Epoch 51 Batch 890/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.931, Loss: 0.168 Epoch 51 Batch 891/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.184 Epoch 51 Batch 892/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.155 Epoch 51 Batch 893/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.930, Loss: 0.182 Epoch 51 Batch 894/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.170 Epoch 51 Batch 895/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.172 Epoch 51 Batch 896/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.929, Loss: 0.188 Epoch 51 Batch 897/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.931, Loss: 0.145 Epoch 51 Batch 898/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.141 Epoch 51 Batch 899/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.930, Loss: 0.188 Epoch 51 Batch 900/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.188 Epoch 51 Batch 901/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.926, Loss: 0.191 Epoch 51 Batch 902/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.925, Loss: 0.178 Epoch 51 Batch 903/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.924, Loss: 0.164 Epoch 51 Batch 904/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.926, Loss: 0.162 Epoch 51 Batch 905/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.163 Epoch 51 Batch 906/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.172 Epoch 51 Batch 907/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.929, Loss: 0.161 Epoch 51 Batch 908/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.177 Epoch 51 Batch 909/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.928, Loss: 0.175 Epoch 51 Batch 910/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.163 Epoch 51 Batch 911/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.176 Epoch 51 Batch 912/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.197 Epoch 51 Batch 913/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.211 Epoch 51 Batch 914/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.203 Epoch 51 Batch 915/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.926, Loss: 0.171 Epoch 51 Batch 916/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.207 Epoch 51 Batch 917/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.187 Epoch 51 Batch 918/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.167 Epoch 51 Batch 919/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.164 Epoch 51 Batch 920/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.188 Epoch 51 Batch 921/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.189 Epoch 51 Batch 922/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.175 Epoch 51 Batch 923/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.177 Epoch 51 Batch 924/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.921, Loss: 0.205 Epoch 51 Batch 925/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.171 Epoch 51 Batch 926/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.925, Loss: 0.183 Epoch 51 Batch 927/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.202 Epoch 51 Batch 928/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.186 Epoch 51 Batch 929/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.186 Epoch 51 Batch 930/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.177 Epoch 51 Batch 931/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.168 Epoch 51 Batch 932/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.166 Epoch 51 Batch 933/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.190 Epoch 51 Batch 934/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.928, Loss: 0.189 Epoch 51 Batch 935/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.168 Epoch 51 Batch 936/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.174 Epoch 51 Batch 937/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.182 Epoch 51 Batch 938/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.189 Epoch 51 Batch 939/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.221 Epoch 51 Batch 940/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.148 Epoch 51 Batch 941/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.152 Epoch 51 Batch 942/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.927, Loss: 0.202 Epoch 51 Batch 943/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.171 Epoch 51 Batch 944/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.170 Epoch 51 Batch 945/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.919, Loss: 0.168 Epoch 51 Batch 946/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.919, Loss: 0.160 Epoch 51 Batch 947/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.923, Loss: 0.187 Epoch 51 Batch 948/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.187 Epoch 51 Batch 949/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.923, Loss: 0.143 Epoch 51 Batch 950/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.142 Epoch 51 Batch 951/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.161 Epoch 51 Batch 952/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.926, Loss: 0.158 Epoch 51 Batch 953/1077 - Train Accuracy: 0.964, Validation Accuracy: 0.925, Loss: 0.148 Epoch 51 Batch 954/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.188 Epoch 51 Batch 955/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.176 Epoch 51 Batch 956/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.920, Loss: 0.177 Epoch 51 Batch 957/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.180 Epoch 51 Batch 958/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.182 Epoch 51 Batch 959/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.913, Loss: 0.151 Epoch 51 Batch 960/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.171 Epoch 51 Batch 961/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.183 Epoch 51 Batch 962/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.917, Loss: 0.167 Epoch 51 Batch 963/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.201 Epoch 51 Batch 964/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.146 Epoch 51 Batch 965/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.205 Epoch 51 Batch 966/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.152 Epoch 51 Batch 967/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.178 Epoch 51 Batch 968/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.925, Loss: 0.189 Epoch 51 Batch 969/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.214 Epoch 51 Batch 970/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.184 Epoch 51 Batch 971/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.178 Epoch 51 Batch 972/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.169 Epoch 51 Batch 973/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.155 Epoch 51 Batch 974/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.154 Epoch 51 Batch 975/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.176 Epoch 51 Batch 976/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.157 Epoch 51 Batch 977/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.162 Epoch 51 Batch 978/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.212 Epoch 51 Batch 979/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.184 Epoch 51 Batch 980/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.185 Epoch 51 Batch 981/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.180 Epoch 51 Batch 982/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.913, Loss: 0.158 Epoch 51 Batch 983/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.173 Epoch 51 Batch 984/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.168 Epoch 51 Batch 985/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.155 Epoch 51 Batch 986/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.160 Epoch 51 Batch 987/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.166 Epoch 51 Batch 988/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.192 Epoch 51 Batch 989/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.184 Epoch 51 Batch 990/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.189 Epoch 51 Batch 991/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.199 Epoch 51 Batch 992/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.922, Loss: 0.169 Epoch 51 Batch 993/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.150 Epoch 51 Batch 994/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.181 Epoch 51 Batch 995/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.921, Loss: 0.170 Epoch 51 Batch 996/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.160 Epoch 51 Batch 997/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.166 Epoch 51 Batch 998/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.157 Epoch 51 Batch 999/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.176 Epoch 51 Batch 1000/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.167 Epoch 51 Batch 1001/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.932, Loss: 0.156 Epoch 51 Batch 1002/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.930, Loss: 0.159 Epoch 51 Batch 1003/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.175 Epoch 51 Batch 1004/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.188 Epoch 51 Batch 1005/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.926, Loss: 0.175 Epoch 51 Batch 1006/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.164 Epoch 51 Batch 1007/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.927, Loss: 0.160 Epoch 51 Batch 1008/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.202 Epoch 51 Batch 1009/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.923, Loss: 0.173 Epoch 51 Batch 1010/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.924, Loss: 0.157 Epoch 51 Batch 1011/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.166 Epoch 51 Batch 1012/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.154 Epoch 51 Batch 1013/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.927, Loss: 0.149 Epoch 51 Batch 1014/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.927, Loss: 0.198 Epoch 51 Batch 1015/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.222 Epoch 51 Batch 1016/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.923, Loss: 0.194 Epoch 51 Batch 1017/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.173 Epoch 51 Batch 1018/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.915, Loss: 0.171 Epoch 51 Batch 1019/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.915, Loss: 0.207 Epoch 51 Batch 1020/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.914, Loss: 0.155 Epoch 51 Batch 1021/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.176 Epoch 51 Batch 1022/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.910, Loss: 0.160 Epoch 51 Batch 1023/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.156 Epoch 51 Batch 1024/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.196 Epoch 51 Batch 1025/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.911, Loss: 0.177 Epoch 51 Batch 1026/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.914, Loss: 0.184 Epoch 51 Batch 1027/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.200 Epoch 51 Batch 1028/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.163 Epoch 51 Batch 1029/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.171 Epoch 51 Batch 1030/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.188 Epoch 51 Batch 1031/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.187 Epoch 51 Batch 1032/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.175 Epoch 51 Batch 1033/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.155 Epoch 51 Batch 1034/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.923, Loss: 0.168 Epoch 51 Batch 1035/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.919, Loss: 0.156 Epoch 51 Batch 1036/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.202 Epoch 51 Batch 1037/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.196 Epoch 51 Batch 1038/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.183 Epoch 51 Batch 1039/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.167 Epoch 51 Batch 1040/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.173 Epoch 51 Batch 1041/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.171 Epoch 51 Batch 1042/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.165 Epoch 51 Batch 1043/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.185 Epoch 51 Batch 1044/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.182 Epoch 51 Batch 1045/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.187 Epoch 51 Batch 1046/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.144 Epoch 51 Batch 1047/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.918, Loss: 0.180 Epoch 51 Batch 1048/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.162 Epoch 51 Batch 1049/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.197 Epoch 51 Batch 1050/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.917, Loss: 0.158 Epoch 51 Batch 1051/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.190 Epoch 51 Batch 1052/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.169 Epoch 51 Batch 1053/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.170 Epoch 51 Batch 1054/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.171 Epoch 51 Batch 1055/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.160 Epoch 51 Batch 1056/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.153 Epoch 51 Batch 1057/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.919, Loss: 0.191 Epoch 51 Batch 1058/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.196 Epoch 51 Batch 1059/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.918, Loss: 0.202 Epoch 51 Batch 1060/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.143 Epoch 51 Batch 1061/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.189 Epoch 51 Batch 1062/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.172 Epoch 51 Batch 1063/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.187 Epoch 51 Batch 1064/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.176 Epoch 51 Batch 1065/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.166 Epoch 51 Batch 1066/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.169 Epoch 51 Batch 1067/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.190 Epoch 51 Batch 1068/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.159 Epoch 51 Batch 1069/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.920, Loss: 0.150 Epoch 51 Batch 1070/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.175 Epoch 51 Batch 1071/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.179 Epoch 51 Batch 1072/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.170 Epoch 51 Batch 1073/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.203 Epoch 51 Batch 1074/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.913, Loss: 0.193 Epoch 51 Batch 1075/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.912, Loss: 0.206 Epoch 52 Batch 0/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.163 Epoch 52 Batch 1/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.916, Loss: 0.164 Epoch 52 Batch 2/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.168 Epoch 52 Batch 3/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.918, Loss: 0.159 Epoch 52 Batch 4/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.184 Epoch 52 Batch 5/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.184 Epoch 52 Batch 6/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.179 Epoch 52 Batch 7/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.141 Epoch 52 Batch 8/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.152 Epoch 52 Batch 9/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.180 Epoch 52 Batch 10/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.914, Loss: 0.167 Epoch 52 Batch 11/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.179 Epoch 52 Batch 12/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.185 Epoch 52 Batch 13/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.179 Epoch 52 Batch 14/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.914, Loss: 0.168 Epoch 52 Batch 15/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.163 Epoch 52 Batch 16/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.194 Epoch 52 Batch 17/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.184 Epoch 52 Batch 18/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.188 Epoch 52 Batch 19/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.181 Epoch 52 Batch 20/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.162 Epoch 52 Batch 21/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.184 Epoch 52 Batch 22/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.190 Epoch 52 Batch 23/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.165 Epoch 52 Batch 24/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.173 Epoch 52 Batch 25/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.913, Loss: 0.160 Epoch 52 Batch 26/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.183 Epoch 52 Batch 27/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.908, Loss: 0.160 Epoch 52 Batch 28/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.903, Loss: 0.185 Epoch 52 Batch 29/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.903, Loss: 0.184 Epoch 52 Batch 30/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.903, Loss: 0.159 Epoch 52 Batch 31/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.903, Loss: 0.186 Epoch 52 Batch 32/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.907, Loss: 0.161 Epoch 52 Batch 33/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.907, Loss: 0.138 Epoch 52 Batch 34/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.178 Epoch 52 Batch 35/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.908, Loss: 0.173 Epoch 52 Batch 36/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.168 Epoch 52 Batch 37/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.166 Epoch 52 Batch 38/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.192 Epoch 52 Batch 39/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.192 Epoch 52 Batch 40/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.165 Epoch 52 Batch 41/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.162 Epoch 52 Batch 42/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.221 Epoch 52 Batch 43/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.163 Epoch 52 Batch 44/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.918, Loss: 0.167 Epoch 52 Batch 45/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.918, Loss: 0.181 Epoch 52 Batch 46/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.918, Loss: 0.191 Epoch 52 Batch 47/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.917, Loss: 0.187 Epoch 52 Batch 48/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.913, Loss: 0.210 Epoch 52 Batch 49/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.199 Epoch 52 Batch 50/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.913, Loss: 0.180 Epoch 52 Batch 51/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.179 Epoch 52 Batch 52/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.171 Epoch 52 Batch 53/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.167 Epoch 52 Batch 54/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.211 Epoch 52 Batch 55/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.911, Loss: 0.170 Epoch 52 Batch 56/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.153 Epoch 52 Batch 57/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.908, Loss: 0.163 Epoch 52 Batch 58/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.908, Loss: 0.166 Epoch 52 Batch 59/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.908, Loss: 0.167 Epoch 52 Batch 60/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.908, Loss: 0.159 Epoch 52 Batch 61/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.198 Epoch 52 Batch 62/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.172 Epoch 52 Batch 63/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.912, Loss: 0.165 Epoch 52 Batch 64/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.167 Epoch 52 Batch 65/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.167 Epoch 52 Batch 66/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.912, Loss: 0.164 Epoch 52 Batch 67/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.169 Epoch 52 Batch 68/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.196 Epoch 52 Batch 69/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.203 Epoch 52 Batch 70/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.920, Loss: 0.204 Epoch 52 Batch 71/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.156 Epoch 52 Batch 72/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.921, Loss: 0.163 Epoch 52 Batch 73/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.161 Epoch 52 Batch 74/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.128 Epoch 52 Batch 75/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.222 Epoch 52 Batch 76/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.145 Epoch 52 Batch 77/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.928, Loss: 0.179 Epoch 52 Batch 78/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.926, Loss: 0.179 Epoch 52 Batch 79/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.168 Epoch 52 Batch 80/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.176 Epoch 52 Batch 81/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.165 Epoch 52 Batch 82/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.157 Epoch 52 Batch 83/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.170 Epoch 52 Batch 84/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.922, Loss: 0.166 Epoch 52 Batch 85/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.149 Epoch 52 Batch 86/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.185 Epoch 52 Batch 87/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.204 Epoch 52 Batch 88/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.918, Loss: 0.183 Epoch 52 Batch 89/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.185 Epoch 52 Batch 90/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.185 Epoch 52 Batch 91/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.156 Epoch 52 Batch 92/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.171 Epoch 52 Batch 93/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.178 Epoch 52 Batch 94/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.930, Loss: 0.153 Epoch 52 Batch 95/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.208 Epoch 52 Batch 96/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.934, Loss: 0.197 Epoch 52 Batch 97/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.933, Loss: 0.173 Epoch 52 Batch 98/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.933, Loss: 0.183 Epoch 52 Batch 99/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.933, Loss: 0.197 Epoch 52 Batch 100/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.933, Loss: 0.172 Epoch 52 Batch 101/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.934, Loss: 0.167 Epoch 52 Batch 102/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.171 Epoch 52 Batch 103/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.933, Loss: 0.170 Epoch 52 Batch 104/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.191 Epoch 52 Batch 105/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.173 Epoch 52 Batch 106/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.929, Loss: 0.203 Epoch 52 Batch 107/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.196 Epoch 52 Batch 108/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.156 Epoch 52 Batch 109/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.182 Epoch 52 Batch 110/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.131 Epoch 52 Batch 111/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.167 Epoch 52 Batch 112/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.158 Epoch 52 Batch 113/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.925, Loss: 0.177 Epoch 52 Batch 114/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.167 Epoch 52 Batch 115/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.926, Loss: 0.206 Epoch 52 Batch 116/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.926, Loss: 0.181 Epoch 52 Batch 117/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.927, Loss: 0.174 Epoch 52 Batch 118/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.927, Loss: 0.199 Epoch 52 Batch 119/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.164 Epoch 52 Batch 120/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.216 Epoch 52 Batch 121/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.174 Epoch 52 Batch 122/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.922, Loss: 0.153 Epoch 52 Batch 123/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.150 Epoch 52 Batch 124/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.196 Epoch 52 Batch 125/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.189 Epoch 52 Batch 126/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.152 Epoch 52 Batch 127/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.171 Epoch 52 Batch 128/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.924, Loss: 0.156 Epoch 52 Batch 129/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.924, Loss: 0.187 Epoch 52 Batch 130/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.143 Epoch 52 Batch 131/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.170 Epoch 52 Batch 132/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.184 Epoch 52 Batch 133/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.164 Epoch 52 Batch 134/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.171 Epoch 52 Batch 135/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.921, Loss: 0.174 Epoch 52 Batch 136/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.162 Epoch 52 Batch 137/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.158 Epoch 52 Batch 138/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.174 Epoch 52 Batch 139/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.175 Epoch 52 Batch 140/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.194 Epoch 52 Batch 141/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.180 Epoch 52 Batch 142/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.157 Epoch 52 Batch 143/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.174 Epoch 52 Batch 144/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.207 Epoch 52 Batch 145/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.196 Epoch 52 Batch 146/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.234 Epoch 52 Batch 147/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.921, Loss: 0.184 Epoch 52 Batch 148/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.173 Epoch 52 Batch 149/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.174 Epoch 52 Batch 150/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.158 Epoch 52 Batch 151/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.145 Epoch 52 Batch 152/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.184 Epoch 52 Batch 153/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.921, Loss: 0.204 Epoch 52 Batch 154/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.184 Epoch 52 Batch 155/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.180 Epoch 52 Batch 156/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.176 Epoch 52 Batch 157/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.181 Epoch 52 Batch 158/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.200 Epoch 52 Batch 159/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.150 Epoch 52 Batch 160/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.149 Epoch 52 Batch 161/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.166 Epoch 52 Batch 162/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.203 Epoch 52 Batch 163/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.181 Epoch 52 Batch 164/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.162 Epoch 52 Batch 165/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.170 Epoch 52 Batch 166/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.190 Epoch 52 Batch 167/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.925, Loss: 0.170 Epoch 52 Batch 168/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.216 Epoch 52 Batch 169/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.190 Epoch 52 Batch 170/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.173 Epoch 52 Batch 171/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.170 Epoch 52 Batch 172/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.159 Epoch 52 Batch 173/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.192 Epoch 52 Batch 174/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.178 Epoch 52 Batch 175/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.175 Epoch 52 Batch 176/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.181 Epoch 52 Batch 177/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.194 Epoch 52 Batch 178/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.158 Epoch 52 Batch 179/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.174 Epoch 52 Batch 180/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.151 Epoch 52 Batch 181/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.203 Epoch 52 Batch 182/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.926, Loss: 0.195 Epoch 52 Batch 183/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.926, Loss: 0.186 Epoch 52 Batch 184/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.927, Loss: 0.162 Epoch 52 Batch 185/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.178 Epoch 52 Batch 186/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.183 Epoch 52 Batch 187/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.926, Loss: 0.164 Epoch 52 Batch 188/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.176 Epoch 52 Batch 189/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.165 Epoch 52 Batch 190/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.923, Loss: 0.160 Epoch 52 Batch 191/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.927, Loss: 0.144 Epoch 52 Batch 192/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.169 Epoch 52 Batch 193/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.169 Epoch 52 Batch 194/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.141 Epoch 52 Batch 195/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.157 Epoch 52 Batch 196/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.922, Loss: 0.163 Epoch 52 Batch 197/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.173 Epoch 52 Batch 198/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.189 Epoch 52 Batch 199/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.166 Epoch 52 Batch 200/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.172 Epoch 52 Batch 201/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.137 Epoch 52 Batch 202/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.169 Epoch 52 Batch 203/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.183 Epoch 52 Batch 204/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.914, Loss: 0.222 Epoch 52 Batch 205/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.166 Epoch 52 Batch 206/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.912, Loss: 0.173 Epoch 52 Batch 207/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.172 Epoch 52 Batch 208/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.201 Epoch 52 Batch 209/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.914, Loss: 0.151 Epoch 52 Batch 210/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.189 Epoch 52 Batch 211/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.915, Loss: 0.169 Epoch 52 Batch 212/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.158 Epoch 52 Batch 213/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.141 Epoch 52 Batch 214/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.156 Epoch 52 Batch 215/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.924, Loss: 0.182 Epoch 52 Batch 216/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.178 Epoch 52 Batch 217/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.164 Epoch 52 Batch 218/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.192 Epoch 52 Batch 219/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.147 Epoch 52 Batch 220/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.172 Epoch 52 Batch 221/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.166 Epoch 52 Batch 222/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.177 Epoch 52 Batch 223/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.153 Epoch 52 Batch 224/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.163 Epoch 52 Batch 225/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.178 Epoch 52 Batch 226/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.917, Loss: 0.167 Epoch 52 Batch 227/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.917, Loss: 0.200 Epoch 52 Batch 228/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.179 Epoch 52 Batch 229/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.921, Loss: 0.182 Epoch 52 Batch 230/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.144 Epoch 52 Batch 231/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.198 Epoch 52 Batch 232/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.156 Epoch 52 Batch 233/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.210 Epoch 52 Batch 234/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.925, Loss: 0.201 Epoch 52 Batch 235/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.929, Loss: 0.170 Epoch 52 Batch 236/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.182 Epoch 52 Batch 237/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.152 Epoch 52 Batch 238/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.182 Epoch 52 Batch 239/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.929, Loss: 0.137 Epoch 52 Batch 240/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.929, Loss: 0.166 Epoch 52 Batch 241/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.151 Epoch 52 Batch 242/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.931, Loss: 0.180 Epoch 52 Batch 243/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.169 Epoch 52 Batch 244/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.933, Loss: 0.176 Epoch 52 Batch 245/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.933, Loss: 0.162 Epoch 52 Batch 246/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.934, Loss: 0.181 Epoch 52 Batch 247/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.934, Loss: 0.158 Epoch 52 Batch 248/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.160 Epoch 52 Batch 249/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.183 Epoch 52 Batch 250/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.929, Loss: 0.158 Epoch 52 Batch 251/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.928, Loss: 0.168 Epoch 52 Batch 252/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.176 Epoch 52 Batch 253/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.928, Loss: 0.177 Epoch 52 Batch 254/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.182 Epoch 52 Batch 255/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.178 Epoch 52 Batch 256/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.916, Loss: 0.219 Epoch 52 Batch 257/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.172 Epoch 52 Batch 258/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.179 Epoch 52 Batch 259/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.164 Epoch 52 Batch 260/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.140 Epoch 52 Batch 261/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.153 Epoch 52 Batch 262/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.170 Epoch 52 Batch 263/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.918, Loss: 0.157 Epoch 52 Batch 264/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.185 Epoch 52 Batch 265/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.183 Epoch 52 Batch 266/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.165 Epoch 52 Batch 267/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.158 Epoch 52 Batch 268/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.195 Epoch 52 Batch 269/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.926, Loss: 0.191 Epoch 52 Batch 270/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.167 Epoch 52 Batch 271/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.913, Loss: 0.160 Epoch 52 Batch 272/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.913, Loss: 0.237 Epoch 52 Batch 273/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.166 Epoch 52 Batch 274/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.180 Epoch 52 Batch 275/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.186 Epoch 52 Batch 276/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.219 Epoch 52 Batch 277/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.908, Loss: 0.143 Epoch 52 Batch 278/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.912, Loss: 0.178 Epoch 52 Batch 279/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.911, Loss: 0.194 Epoch 52 Batch 280/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.170 Epoch 52 Batch 281/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.167 Epoch 52 Batch 282/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.913, Loss: 0.226 Epoch 52 Batch 283/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.919, Loss: 0.194 Epoch 52 Batch 284/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.183 Epoch 52 Batch 285/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.187 Epoch 52 Batch 286/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.162 Epoch 52 Batch 287/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.190 Epoch 52 Batch 288/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.197 Epoch 52 Batch 289/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.181 Epoch 52 Batch 290/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.921, Loss: 0.191 Epoch 52 Batch 291/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.197 Epoch 52 Batch 292/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.159 Epoch 52 Batch 293/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.183 Epoch 52 Batch 294/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.164 Epoch 52 Batch 295/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.204 Epoch 52 Batch 296/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.916, Loss: 0.167 Epoch 52 Batch 297/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.206 Epoch 52 Batch 298/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.203 Epoch 52 Batch 299/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.174 Epoch 52 Batch 300/1077 - Train Accuracy: 0.966, Validation Accuracy: 0.915, Loss: 0.143 Epoch 52 Batch 301/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.156 Epoch 52 Batch 302/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.920, Loss: 0.183 Epoch 52 Batch 303/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.194 Epoch 52 Batch 304/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.162 Epoch 52 Batch 305/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.185 Epoch 52 Batch 306/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.167 Epoch 52 Batch 307/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.152 Epoch 52 Batch 308/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.165 Epoch 52 Batch 309/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.158 Epoch 52 Batch 310/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.192 Epoch 52 Batch 311/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.171 Epoch 52 Batch 312/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.913, Loss: 0.185 Epoch 52 Batch 313/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.156 Epoch 52 Batch 314/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.184 Epoch 52 Batch 315/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.914, Loss: 0.155 Epoch 52 Batch 316/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.914, Loss: 0.157 Epoch 52 Batch 317/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.914, Loss: 0.191 Epoch 52 Batch 318/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.184 Epoch 52 Batch 319/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.918, Loss: 0.186 Epoch 52 Batch 320/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.183 Epoch 52 Batch 321/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.170 Epoch 52 Batch 322/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.923, Loss: 0.150 Epoch 52 Batch 323/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.927, Loss: 0.198 Epoch 52 Batch 324/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.923, Loss: 0.174 Epoch 52 Batch 325/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.166 Epoch 52 Batch 326/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.177 Epoch 52 Batch 327/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.201 Epoch 52 Batch 328/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.200 Epoch 52 Batch 329/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.923, Loss: 0.161 Epoch 52 Batch 330/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.175 Epoch 52 Batch 331/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.175 Epoch 52 Batch 332/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.927, Loss: 0.162 Epoch 52 Batch 333/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.924, Loss: 0.184 Epoch 52 Batch 334/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.924, Loss: 0.172 Epoch 52 Batch 335/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.183 Epoch 52 Batch 336/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.211 Epoch 52 Batch 337/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.924, Loss: 0.188 Epoch 52 Batch 338/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.922, Loss: 0.205 Epoch 52 Batch 339/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.167 Epoch 52 Batch 340/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.159 Epoch 52 Batch 341/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.234 Epoch 52 Batch 342/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.152 Epoch 52 Batch 343/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.176 Epoch 52 Batch 344/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.164 Epoch 52 Batch 345/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.162 Epoch 52 Batch 346/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.175 Epoch 52 Batch 347/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.924, Loss: 0.160 Epoch 52 Batch 348/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.166 Epoch 52 Batch 349/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.180 Epoch 52 Batch 350/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.918, Loss: 0.161 Epoch 52 Batch 351/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.175 Epoch 52 Batch 352/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.162 Epoch 52 Batch 353/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.193 Epoch 52 Batch 354/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.203 Epoch 52 Batch 355/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.181 Epoch 52 Batch 356/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.183 Epoch 52 Batch 357/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.178 Epoch 52 Batch 358/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.919, Loss: 0.196 Epoch 52 Batch 359/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.173 Epoch 52 Batch 360/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.183 Epoch 52 Batch 361/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.172 Epoch 52 Batch 362/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.192 Epoch 52 Batch 363/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.922, Loss: 0.199 Epoch 52 Batch 364/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.918, Loss: 0.200 Epoch 52 Batch 365/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.148 Epoch 52 Batch 366/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.180 Epoch 52 Batch 367/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.145 Epoch 52 Batch 368/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.924, Loss: 0.154 Epoch 52 Batch 369/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.174 Epoch 52 Batch 370/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.923, Loss: 0.188 Epoch 52 Batch 371/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.177 Epoch 52 Batch 372/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.916, Loss: 0.161 Epoch 52 Batch 373/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.156 Epoch 52 Batch 374/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.189 Epoch 52 Batch 375/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.162 Epoch 52 Batch 376/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.170 Epoch 52 Batch 377/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.155 Epoch 52 Batch 378/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.148 Epoch 52 Batch 379/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.924, Loss: 0.194 Epoch 52 Batch 380/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.157 Epoch 52 Batch 381/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.181 Epoch 52 Batch 382/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.216 Epoch 52 Batch 383/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.931, Loss: 0.167 Epoch 52 Batch 384/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.159 Epoch 52 Batch 385/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.175 Epoch 52 Batch 386/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.928, Loss: 0.175 Epoch 52 Batch 387/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.927, Loss: 0.172 Epoch 52 Batch 388/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.927, Loss: 0.175 Epoch 52 Batch 389/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.927, Loss: 0.174 Epoch 52 Batch 390/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.927, Loss: 0.179 Epoch 52 Batch 391/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.172 Epoch 52 Batch 392/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.928, Loss: 0.174 Epoch 52 Batch 393/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.148 Epoch 52 Batch 394/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.169 Epoch 52 Batch 395/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.928, Loss: 0.159 Epoch 52 Batch 396/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.923, Loss: 0.198 Epoch 52 Batch 397/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.182 Epoch 52 Batch 398/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.197 Epoch 52 Batch 399/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.922, Loss: 0.174 Epoch 52 Batch 400/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.206 Epoch 52 Batch 401/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.921, Loss: 0.160 Epoch 52 Batch 402/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.158 Epoch 52 Batch 403/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.200 Epoch 52 Batch 404/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.156 Epoch 52 Batch 405/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.177 Epoch 52 Batch 406/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.922, Loss: 0.152 Epoch 52 Batch 407/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.213 Epoch 52 Batch 408/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.188 Epoch 52 Batch 409/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.927, Loss: 0.198 Epoch 52 Batch 410/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.929, Loss: 0.182 Epoch 52 Batch 411/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.173 Epoch 52 Batch 412/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.926, Loss: 0.152 Epoch 52 Batch 413/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.163 Epoch 52 Batch 414/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.180 Epoch 52 Batch 415/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.194 Epoch 52 Batch 416/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.183 Epoch 52 Batch 417/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.191 Epoch 52 Batch 418/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.926, Loss: 0.175 Epoch 52 Batch 419/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.173 Epoch 52 Batch 420/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.154 Epoch 52 Batch 421/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.200 Epoch 52 Batch 422/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.155 Epoch 52 Batch 423/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.931, Loss: 0.179 Epoch 52 Batch 424/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.931, Loss: 0.171 Epoch 52 Batch 425/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.929, Loss: 0.162 Epoch 52 Batch 426/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.933, Loss: 0.198 Epoch 52 Batch 427/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.933, Loss: 0.173 Epoch 52 Batch 428/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.929, Loss: 0.161 Epoch 52 Batch 429/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.162 Epoch 52 Batch 430/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.180 Epoch 52 Batch 431/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.158 Epoch 52 Batch 432/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.176 Epoch 52 Batch 433/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.924, Loss: 0.180 Epoch 52 Batch 434/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.170 Epoch 52 Batch 435/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.926, Loss: 0.193 Epoch 52 Batch 436/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.927, Loss: 0.162 Epoch 52 Batch 437/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.168 Epoch 52 Batch 438/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.179 Epoch 52 Batch 439/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.200 Epoch 52 Batch 440/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.925, Loss: 0.179 Epoch 52 Batch 441/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.930, Loss: 0.163 Epoch 52 Batch 442/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.930, Loss: 0.176 Epoch 52 Batch 443/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.930, Loss: 0.152 Epoch 52 Batch 444/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.190 Epoch 52 Batch 445/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.165 Epoch 52 Batch 446/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.146 Epoch 52 Batch 447/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.188 Epoch 52 Batch 448/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.922, Loss: 0.181 Epoch 52 Batch 449/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.185 Epoch 52 Batch 450/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.186 Epoch 52 Batch 451/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.164 Epoch 52 Batch 452/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.207 Epoch 52 Batch 453/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.165 Epoch 52 Batch 454/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.185 Epoch 52 Batch 455/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.176 Epoch 52 Batch 456/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.173 Epoch 52 Batch 457/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.169 Epoch 52 Batch 458/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.198 Epoch 52 Batch 459/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.169 Epoch 52 Batch 460/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.187 Epoch 52 Batch 461/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.920, Loss: 0.172 Epoch 52 Batch 462/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.199 Epoch 52 Batch 463/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.181 Epoch 52 Batch 464/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.179 Epoch 52 Batch 465/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.182 Epoch 52 Batch 466/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.176 Epoch 52 Batch 467/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.208 Epoch 52 Batch 468/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.176 Epoch 52 Batch 469/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.166 Epoch 52 Batch 470/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.917, Loss: 0.182 Epoch 52 Batch 471/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.920, Loss: 0.153 Epoch 52 Batch 472/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.148 Epoch 52 Batch 473/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.198 Epoch 52 Batch 474/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.925, Loss: 0.180 Epoch 52 Batch 475/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.158 Epoch 52 Batch 476/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.159 Epoch 52 Batch 477/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.181 Epoch 52 Batch 478/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.194 Epoch 52 Batch 479/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.187 Epoch 52 Batch 480/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.203 Epoch 52 Batch 481/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.186 Epoch 52 Batch 482/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.177 Epoch 52 Batch 483/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.172 Epoch 52 Batch 484/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.197 Epoch 52 Batch 485/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.183 Epoch 52 Batch 486/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.169 Epoch 52 Batch 487/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.926, Loss: 0.176 Epoch 52 Batch 488/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.198 Epoch 52 Batch 489/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.160 Epoch 52 Batch 490/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.191 Epoch 52 Batch 491/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.192 Epoch 52 Batch 492/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.175 Epoch 52 Batch 493/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.922, Loss: 0.166 Epoch 52 Batch 494/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.162 Epoch 52 Batch 495/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.162 Epoch 52 Batch 496/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.168 Epoch 52 Batch 497/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.181 Epoch 52 Batch 498/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.163 Epoch 52 Batch 499/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.159 Epoch 52 Batch 500/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.159 Epoch 52 Batch 501/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.162 Epoch 52 Batch 502/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.926, Loss: 0.163 Epoch 52 Batch 503/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.153 Epoch 52 Batch 504/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.922, Loss: 0.167 Epoch 52 Batch 505/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.141 Epoch 52 Batch 506/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.172 Epoch 52 Batch 507/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.918, Loss: 0.169 Epoch 52 Batch 508/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.148 Epoch 52 Batch 509/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.205 Epoch 52 Batch 510/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.173 Epoch 52 Batch 511/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.919, Loss: 0.171 Epoch 52 Batch 512/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.920, Loss: 0.159 Epoch 52 Batch 513/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.190 Epoch 52 Batch 514/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.923, Loss: 0.172 Epoch 52 Batch 515/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.183 Epoch 52 Batch 516/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.151 Epoch 52 Batch 517/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.163 Epoch 52 Batch 518/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.159 Epoch 52 Batch 519/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.171 Epoch 52 Batch 520/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.924, Loss: 0.170 Epoch 52 Batch 521/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.924, Loss: 0.174 Epoch 52 Batch 522/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.925, Loss: 0.194 Epoch 52 Batch 523/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.174 Epoch 52 Batch 524/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.159 Epoch 52 Batch 525/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.925, Loss: 0.180 Epoch 52 Batch 526/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.921, Loss: 0.161 Epoch 52 Batch 527/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.168 Epoch 52 Batch 528/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.148 Epoch 52 Batch 529/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.921, Loss: 0.165 Epoch 52 Batch 530/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.178 Epoch 52 Batch 531/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.158 Epoch 52 Batch 532/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.926, Loss: 0.191 Epoch 52 Batch 533/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.230 Epoch 52 Batch 534/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.162 Epoch 52 Batch 535/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.153 Epoch 52 Batch 536/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.163 Epoch 52 Batch 537/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.158 Epoch 52 Batch 538/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.147 Epoch 52 Batch 539/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.922, Loss: 0.195 Epoch 52 Batch 540/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.917, Loss: 0.165 Epoch 52 Batch 541/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.170 Epoch 52 Batch 542/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.177 Epoch 52 Batch 543/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.175 Epoch 52 Batch 544/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.153 Epoch 52 Batch 545/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.185 Epoch 52 Batch 546/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.204 Epoch 52 Batch 547/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.164 Epoch 52 Batch 548/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.195 Epoch 52 Batch 549/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.923, Loss: 0.214 Epoch 52 Batch 550/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.927, Loss: 0.174 Epoch 52 Batch 551/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.193 Epoch 52 Batch 552/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.183 Epoch 52 Batch 553/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.182 Epoch 52 Batch 554/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.173 Epoch 52 Batch 555/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.178 Epoch 52 Batch 556/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.149 Epoch 52 Batch 557/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.173 Epoch 52 Batch 558/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.177 Epoch 52 Batch 559/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.162 Epoch 52 Batch 560/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.920, Loss: 0.158 Epoch 52 Batch 561/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.166 Epoch 52 Batch 562/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.159 Epoch 52 Batch 563/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.923, Loss: 0.202 Epoch 52 Batch 564/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.927, Loss: 0.205 Epoch 52 Batch 565/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.922, Loss: 0.193 Epoch 52 Batch 566/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.192 Epoch 52 Batch 567/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.170 Epoch 52 Batch 568/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.916, Loss: 0.188 Epoch 52 Batch 569/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.174 Epoch 52 Batch 570/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.921, Loss: 0.190 Epoch 52 Batch 571/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.167 Epoch 52 Batch 572/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.154 Epoch 52 Batch 573/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.180 Epoch 52 Batch 574/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.181 Epoch 52 Batch 575/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.161 Epoch 52 Batch 576/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.163 Epoch 52 Batch 577/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.172 Epoch 52 Batch 578/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.202 Epoch 52 Batch 579/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.165 Epoch 52 Batch 580/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.146 Epoch 52 Batch 581/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.916, Loss: 0.159 Epoch 52 Batch 582/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.915, Loss: 0.174 Epoch 52 Batch 583/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.201 Epoch 52 Batch 584/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.915, Loss: 0.158 Epoch 52 Batch 585/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.145 Epoch 52 Batch 586/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.168 Epoch 52 Batch 587/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.165 Epoch 52 Batch 588/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.144 Epoch 52 Batch 589/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.924, Loss: 0.189 Epoch 52 Batch 590/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.187 Epoch 52 Batch 591/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.175 Epoch 52 Batch 592/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.173 Epoch 52 Batch 593/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.196 Epoch 52 Batch 594/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.176 Epoch 52 Batch 595/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.183 Epoch 52 Batch 596/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.915, Loss: 0.184 Epoch 52 Batch 597/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.158 Epoch 52 Batch 598/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.921, Loss: 0.175 Epoch 52 Batch 599/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.237 Epoch 52 Batch 600/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.166 Epoch 52 Batch 601/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.182 Epoch 52 Batch 602/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.923, Loss: 0.182 Epoch 52 Batch 603/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.178 Epoch 52 Batch 604/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.180 Epoch 52 Batch 605/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.207 Epoch 52 Batch 606/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.147 Epoch 52 Batch 607/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.161 Epoch 52 Batch 608/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.168 Epoch 52 Batch 609/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.923, Loss: 0.174 Epoch 52 Batch 610/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.923, Loss: 0.193 Epoch 52 Batch 611/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.183 Epoch 52 Batch 612/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.919, Loss: 0.152 Epoch 52 Batch 613/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.189 Epoch 52 Batch 614/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.172 Epoch 52 Batch 615/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.159 Epoch 52 Batch 616/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.203 Epoch 52 Batch 617/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.188 Epoch 52 Batch 618/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.924, Loss: 0.156 Epoch 52 Batch 619/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.924, Loss: 0.157 Epoch 52 Batch 620/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.159 Epoch 52 Batch 621/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.922, Loss: 0.161 Epoch 52 Batch 622/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.192 Epoch 52 Batch 623/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.185 Epoch 52 Batch 624/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.180 Epoch 52 Batch 625/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.186 Epoch 52 Batch 626/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.153 Epoch 52 Batch 627/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.929, Loss: 0.185 Epoch 52 Batch 628/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.929, Loss: 0.164 Epoch 52 Batch 629/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.923, Loss: 0.186 Epoch 52 Batch 630/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.162 Epoch 52 Batch 631/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.175 Epoch 52 Batch 632/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.921, Loss: 0.160 Epoch 52 Batch 633/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.171 Epoch 52 Batch 634/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.140 Epoch 52 Batch 635/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.209 Epoch 52 Batch 636/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.162 Epoch 52 Batch 637/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.192 Epoch 52 Batch 638/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.173 Epoch 52 Batch 639/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.183 Epoch 52 Batch 640/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.164 Epoch 52 Batch 641/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.169 Epoch 52 Batch 642/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.175 Epoch 52 Batch 643/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.157 Epoch 52 Batch 644/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.170 Epoch 52 Batch 645/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.194 Epoch 52 Batch 646/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.178 Epoch 52 Batch 647/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.178 Epoch 52 Batch 648/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.149 Epoch 52 Batch 649/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.175 Epoch 52 Batch 650/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.164 Epoch 52 Batch 651/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.175 Epoch 52 Batch 652/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.189 Epoch 52 Batch 653/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.186 Epoch 52 Batch 654/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.160 Epoch 52 Batch 655/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.190 Epoch 52 Batch 656/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.166 Epoch 52 Batch 657/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.173 Epoch 52 Batch 658/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.161 Epoch 52 Batch 659/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.170 Epoch 52 Batch 660/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.165 Epoch 52 Batch 661/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.922, Loss: 0.153 Epoch 52 Batch 662/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.158 Epoch 52 Batch 663/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.165 Epoch 52 Batch 664/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.163 Epoch 52 Batch 665/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.167 Epoch 52 Batch 666/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.173 Epoch 52 Batch 667/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.175 Epoch 52 Batch 668/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.184 Epoch 52 Batch 669/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.179 Epoch 52 Batch 670/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.147 Epoch 52 Batch 671/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.914, Loss: 0.198 Epoch 52 Batch 672/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.165 Epoch 52 Batch 673/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.176 Epoch 52 Batch 674/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.916, Loss: 0.153 Epoch 52 Batch 675/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.179 Epoch 52 Batch 676/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.169 Epoch 52 Batch 677/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.182 Epoch 52 Batch 678/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.921, Loss: 0.150 Epoch 52 Batch 679/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.188 Epoch 52 Batch 680/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.159 Epoch 52 Batch 681/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.173 Epoch 52 Batch 682/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.184 Epoch 52 Batch 683/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.158 Epoch 52 Batch 684/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.159 Epoch 52 Batch 685/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.185 Epoch 52 Batch 686/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.175 Epoch 52 Batch 687/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.193 Epoch 52 Batch 688/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.917, Loss: 0.168 Epoch 52 Batch 689/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.917, Loss: 0.139 Epoch 52 Batch 690/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.189 Epoch 52 Batch 691/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.918, Loss: 0.199 Epoch 52 Batch 692/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.185 Epoch 52 Batch 693/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.210 Epoch 52 Batch 694/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.166 Epoch 52 Batch 695/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.155 Epoch 52 Batch 696/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.918, Loss: 0.191 Epoch 52 Batch 697/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.162 Epoch 52 Batch 698/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.169 Epoch 52 Batch 699/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.173 Epoch 52 Batch 700/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.160 Epoch 52 Batch 701/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.172 Epoch 52 Batch 702/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.232 Epoch 52 Batch 703/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.178 Epoch 52 Batch 704/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.211 Epoch 52 Batch 705/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.193 Epoch 52 Batch 706/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.918, Loss: 0.211 Epoch 52 Batch 707/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.191 Epoch 52 Batch 708/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.168 Epoch 52 Batch 709/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.918, Loss: 0.191 Epoch 52 Batch 710/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.181 Epoch 52 Batch 711/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.190 Epoch 52 Batch 712/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.915, Loss: 0.196 Epoch 52 Batch 713/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.158 Epoch 52 Batch 714/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.159 Epoch 52 Batch 715/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.914, Loss: 0.208 Epoch 52 Batch 716/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.915, Loss: 0.149 Epoch 52 Batch 717/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.915, Loss: 0.168 Epoch 52 Batch 718/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.164 Epoch 52 Batch 719/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.917, Loss: 0.182 Epoch 52 Batch 720/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.921, Loss: 0.175 Epoch 52 Batch 721/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.183 Epoch 52 Batch 722/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.920, Loss: 0.151 Epoch 52 Batch 723/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.171 Epoch 52 Batch 724/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.196 Epoch 52 Batch 725/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.145 Epoch 52 Batch 726/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.171 Epoch 52 Batch 727/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.163 Epoch 52 Batch 728/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.926, Loss: 0.187 Epoch 52 Batch 729/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.200 Epoch 52 Batch 730/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.177 Epoch 52 Batch 731/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.177 Epoch 52 Batch 732/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.186 Epoch 52 Batch 733/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.921, Loss: 0.169 Epoch 52 Batch 734/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.176 Epoch 52 Batch 735/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.167 Epoch 52 Batch 736/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.140 Epoch 52 Batch 737/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.191 Epoch 52 Batch 738/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.152 Epoch 52 Batch 739/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.173 Epoch 52 Batch 740/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.163 Epoch 52 Batch 741/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.926, Loss: 0.212 Epoch 52 Batch 742/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.173 Epoch 52 Batch 743/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.926, Loss: 0.181 Epoch 52 Batch 744/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.176 Epoch 52 Batch 745/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.184 Epoch 52 Batch 746/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.923, Loss: 0.169 Epoch 52 Batch 747/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.152 Epoch 52 Batch 748/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.924, Loss: 0.169 Epoch 52 Batch 749/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.182 Epoch 52 Batch 750/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.199 Epoch 52 Batch 751/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.161 Epoch 52 Batch 752/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.929, Loss: 0.160 Epoch 52 Batch 753/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.183 Epoch 52 Batch 754/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.932, Loss: 0.190 Epoch 52 Batch 755/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.933, Loss: 0.177 Epoch 52 Batch 756/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.933, Loss: 0.167 Epoch 52 Batch 757/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.184 Epoch 52 Batch 758/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.931, Loss: 0.154 Epoch 52 Batch 759/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.160 Epoch 52 Batch 760/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.177 Epoch 52 Batch 761/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.187 Epoch 52 Batch 762/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.924, Loss: 0.173 Epoch 52 Batch 763/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.153 Epoch 52 Batch 764/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.172 Epoch 52 Batch 765/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.185 Epoch 52 Batch 766/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.183 Epoch 52 Batch 767/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.920, Loss: 0.162 Epoch 52 Batch 768/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.153 Epoch 52 Batch 769/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.168 Epoch 52 Batch 770/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.924, Loss: 0.165 Epoch 52 Batch 771/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.187 Epoch 52 Batch 772/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.924, Loss: 0.161 Epoch 52 Batch 773/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.917, Loss: 0.158 Epoch 52 Batch 774/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.178 Epoch 52 Batch 775/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.175 Epoch 52 Batch 776/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.154 Epoch 52 Batch 777/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.930, Loss: 0.188 Epoch 52 Batch 778/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.160 Epoch 52 Batch 779/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.176 Epoch 52 Batch 780/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.925, Loss: 0.215 Epoch 52 Batch 781/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.925, Loss: 0.145 Epoch 52 Batch 782/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.175 Epoch 52 Batch 783/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.222 Epoch 52 Batch 784/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.158 Epoch 52 Batch 785/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.922, Loss: 0.151 Epoch 52 Batch 786/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.193 Epoch 52 Batch 787/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.919, Loss: 0.173 Epoch 52 Batch 788/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.166 Epoch 52 Batch 789/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.925, Loss: 0.173 Epoch 52 Batch 790/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.926, Loss: 0.191 Epoch 52 Batch 791/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.196 Epoch 52 Batch 792/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.188 Epoch 52 Batch 793/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.175 Epoch 52 Batch 794/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.932, Loss: 0.173 Epoch 52 Batch 795/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.187 Epoch 52 Batch 796/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.158 Epoch 52 Batch 797/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.180 Epoch 52 Batch 798/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.178 Epoch 52 Batch 799/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.213 Epoch 52 Batch 800/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.928, Loss: 0.166 Epoch 52 Batch 801/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.181 Epoch 52 Batch 802/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.162 Epoch 52 Batch 803/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.177 Epoch 52 Batch 804/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.926, Loss: 0.182 Epoch 52 Batch 805/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.184 Epoch 52 Batch 806/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.166 Epoch 52 Batch 807/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.150 Epoch 52 Batch 808/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.925, Loss: 0.187 Epoch 52 Batch 809/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.210 Epoch 52 Batch 810/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.166 Epoch 52 Batch 811/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.157 Epoch 52 Batch 812/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.927, Loss: 0.170 Epoch 52 Batch 813/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.158 Epoch 52 Batch 814/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.928, Loss: 0.185 Epoch 52 Batch 815/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.156 Epoch 52 Batch 816/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.929, Loss: 0.184 Epoch 52 Batch 817/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.181 Epoch 52 Batch 818/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.217 Epoch 52 Batch 819/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.171 Epoch 52 Batch 820/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.923, Loss: 0.181 Epoch 52 Batch 821/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.924, Loss: 0.158 Epoch 52 Batch 822/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.183 Epoch 52 Batch 823/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.163 Epoch 52 Batch 824/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.178 Epoch 52 Batch 825/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.150 Epoch 52 Batch 826/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.170 Epoch 52 Batch 827/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.169 Epoch 52 Batch 828/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.153 Epoch 52 Batch 829/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.204 Epoch 52 Batch 830/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.186 Epoch 52 Batch 831/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.920, Loss: 0.188 Epoch 52 Batch 832/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.183 Epoch 52 Batch 833/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.920, Loss: 0.180 Epoch 52 Batch 834/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.183 Epoch 52 Batch 835/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.212 Epoch 52 Batch 836/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.189 Epoch 52 Batch 837/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.209 Epoch 52 Batch 838/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.171 Epoch 52 Batch 839/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.169 Epoch 52 Batch 840/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.160 Epoch 52 Batch 841/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.923, Loss: 0.173 Epoch 52 Batch 842/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.160 Epoch 52 Batch 843/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.181 Epoch 52 Batch 844/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.172 Epoch 52 Batch 845/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.924, Loss: 0.162 Epoch 52 Batch 846/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.928, Loss: 0.207 Epoch 52 Batch 847/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.199 Epoch 52 Batch 848/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.923, Loss: 0.154 Epoch 52 Batch 849/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.165 Epoch 52 Batch 850/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.187 Epoch 52 Batch 851/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.178 Epoch 52 Batch 852/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.927, Loss: 0.202 Epoch 52 Batch 853/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.918, Loss: 0.172 Epoch 52 Batch 854/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.192 Epoch 52 Batch 855/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.165 Epoch 52 Batch 856/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.185 Epoch 52 Batch 857/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.159 Epoch 52 Batch 858/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.178 Epoch 52 Batch 859/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.186 Epoch 52 Batch 860/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.188 Epoch 52 Batch 861/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.182 Epoch 52 Batch 862/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.923, Loss: 0.175 Epoch 52 Batch 863/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.165 Epoch 52 Batch 864/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.928, Loss: 0.152 Epoch 52 Batch 865/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.182 Epoch 52 Batch 866/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.176 Epoch 52 Batch 867/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.923, Loss: 0.224 Epoch 52 Batch 868/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.183 Epoch 52 Batch 869/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.183 Epoch 52 Batch 870/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.923, Loss: 0.172 Epoch 52 Batch 871/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.923, Loss: 0.178 Epoch 52 Batch 872/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.166 Epoch 52 Batch 873/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.929, Loss: 0.194 Epoch 52 Batch 874/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.929, Loss: 0.185 Epoch 52 Batch 875/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.934, Loss: 0.177 Epoch 52 Batch 876/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.184 Epoch 52 Batch 877/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.165 Epoch 52 Batch 878/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.164 Epoch 52 Batch 879/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.155 Epoch 52 Batch 880/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.170 Epoch 52 Batch 881/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.929, Loss: 0.184 Epoch 52 Batch 882/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.929, Loss: 0.172 Epoch 52 Batch 883/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.929, Loss: 0.203 Epoch 52 Batch 884/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.929, Loss: 0.165 Epoch 52 Batch 885/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.139 Epoch 52 Batch 886/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.929, Loss: 0.185 Epoch 52 Batch 887/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.929, Loss: 0.185 Epoch 52 Batch 888/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.934, Loss: 0.166 Epoch 52 Batch 889/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.174 Epoch 52 Batch 890/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.929, Loss: 0.164 Epoch 52 Batch 891/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.171 Epoch 52 Batch 892/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.929, Loss: 0.160 Epoch 52 Batch 893/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.175 Epoch 52 Batch 894/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.929, Loss: 0.163 Epoch 52 Batch 895/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.168 Epoch 52 Batch 896/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.929, Loss: 0.195 Epoch 52 Batch 897/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.929, Loss: 0.146 Epoch 52 Batch 898/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.170 Epoch 52 Batch 899/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.193 Epoch 52 Batch 900/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.198 Epoch 52 Batch 901/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.187 Epoch 52 Batch 902/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.930, Loss: 0.179 Epoch 52 Batch 903/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.194 Epoch 52 Batch 904/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.160 Epoch 52 Batch 905/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.162 Epoch 52 Batch 906/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.163 Epoch 52 Batch 907/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.928, Loss: 0.189 Epoch 52 Batch 908/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.161 Epoch 52 Batch 909/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.175 Epoch 52 Batch 910/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.165 Epoch 52 Batch 911/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.929, Loss: 0.166 Epoch 52 Batch 912/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.181 Epoch 52 Batch 913/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.928, Loss: 0.196 Epoch 52 Batch 914/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.197 Epoch 52 Batch 915/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.929, Loss: 0.173 Epoch 52 Batch 916/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.176 Epoch 52 Batch 917/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.172 Epoch 52 Batch 918/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.166 Epoch 52 Batch 919/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.158 Epoch 52 Batch 920/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.180 Epoch 52 Batch 921/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.167 Epoch 52 Batch 922/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.930, Loss: 0.182 Epoch 52 Batch 923/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.162 Epoch 52 Batch 924/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.928, Loss: 0.203 Epoch 52 Batch 925/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.169 Epoch 52 Batch 926/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.923, Loss: 0.182 Epoch 52 Batch 927/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.928, Loss: 0.193 Epoch 52 Batch 928/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.183 Epoch 52 Batch 929/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.195 Epoch 52 Batch 930/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.186 Epoch 52 Batch 931/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.158 Epoch 52 Batch 932/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.178 Epoch 52 Batch 933/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.927, Loss: 0.195 Epoch 52 Batch 934/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.928, Loss: 0.189 Epoch 52 Batch 935/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.161 Epoch 52 Batch 936/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.933, Loss: 0.157 Epoch 52 Batch 937/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.199 Epoch 52 Batch 938/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.929, Loss: 0.204 Epoch 52 Batch 939/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.226 Epoch 52 Batch 940/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.923, Loss: 0.156 Epoch 52 Batch 941/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.146 Epoch 52 Batch 942/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.176 Epoch 52 Batch 943/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.172 Epoch 52 Batch 944/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.159 Epoch 52 Batch 945/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.924, Loss: 0.161 Epoch 52 Batch 946/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.928, Loss: 0.153 Epoch 52 Batch 947/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.928, Loss: 0.188 Epoch 52 Batch 948/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.166 Epoch 52 Batch 949/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.923, Loss: 0.139 Epoch 52 Batch 950/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.166 Epoch 52 Batch 951/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.173 Epoch 52 Batch 952/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.923, Loss: 0.166 Epoch 52 Batch 953/1077 - Train Accuracy: 0.972, Validation Accuracy: 0.923, Loss: 0.150 Epoch 52 Batch 954/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.196 Epoch 52 Batch 955/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.182 Epoch 52 Batch 956/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.928, Loss: 0.185 Epoch 52 Batch 957/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.923, Loss: 0.169 Epoch 52 Batch 958/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.186 Epoch 52 Batch 959/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.172 Epoch 52 Batch 960/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.176 Epoch 52 Batch 961/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.179 Epoch 52 Batch 962/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.165 Epoch 52 Batch 963/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.187 Epoch 52 Batch 964/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.924, Loss: 0.162 Epoch 52 Batch 965/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.925, Loss: 0.190 Epoch 52 Batch 966/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.142 Epoch 52 Batch 967/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.166 Epoch 52 Batch 968/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.926, Loss: 0.218 Epoch 52 Batch 969/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.212 Epoch 52 Batch 970/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.183 Epoch 52 Batch 971/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.174 Epoch 52 Batch 972/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.164 Epoch 52 Batch 973/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.928, Loss: 0.145 Epoch 52 Batch 974/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.160 Epoch 52 Batch 975/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.918, Loss: 0.166 Epoch 52 Batch 976/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.161 Epoch 52 Batch 977/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.157 Epoch 52 Batch 978/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.200 Epoch 52 Batch 979/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.172 Epoch 52 Batch 980/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.182 Epoch 52 Batch 981/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.916, Loss: 0.168 Epoch 52 Batch 982/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.922, Loss: 0.177 Epoch 52 Batch 983/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.179 Epoch 52 Batch 984/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.919, Loss: 0.190 Epoch 52 Batch 985/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.161 Epoch 52 Batch 986/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.165 Epoch 52 Batch 987/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.160 Epoch 52 Batch 988/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.916, Loss: 0.183 Epoch 52 Batch 989/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.196 Epoch 52 Batch 990/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.169 Epoch 52 Batch 991/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.188 Epoch 52 Batch 992/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.166 Epoch 52 Batch 993/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.157 Epoch 52 Batch 994/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.180 Epoch 52 Batch 995/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.928, Loss: 0.170 Epoch 52 Batch 996/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.928, Loss: 0.177 Epoch 52 Batch 997/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.185 Epoch 52 Batch 998/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.928, Loss: 0.171 Epoch 52 Batch 999/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.169 Epoch 52 Batch 1000/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.160 Epoch 52 Batch 1001/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.929, Loss: 0.150 Epoch 52 Batch 1002/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.162 Epoch 52 Batch 1003/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.172 Epoch 52 Batch 1004/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.207 Epoch 52 Batch 1005/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.186 Epoch 52 Batch 1006/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.147 Epoch 52 Batch 1007/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.927, Loss: 0.166 Epoch 52 Batch 1008/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.218 Epoch 52 Batch 1009/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.931, Loss: 0.155 Epoch 52 Batch 1010/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.932, Loss: 0.180 Epoch 52 Batch 1011/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.168 Epoch 52 Batch 1012/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.152 Epoch 52 Batch 1013/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.161 Epoch 52 Batch 1014/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.168 Epoch 52 Batch 1015/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.209 Epoch 52 Batch 1016/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.182 Epoch 52 Batch 1017/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.168 Epoch 52 Batch 1018/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.926, Loss: 0.169 Epoch 52 Batch 1019/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.207 Epoch 52 Batch 1020/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.931, Loss: 0.166 Epoch 52 Batch 1021/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.174 Epoch 52 Batch 1022/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.930, Loss: 0.166 Epoch 52 Batch 1023/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.158 Epoch 52 Batch 1024/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.929, Loss: 0.193 Epoch 52 Batch 1025/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.929, Loss: 0.178 Epoch 52 Batch 1026/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.171 Epoch 52 Batch 1027/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.920, Loss: 0.184 Epoch 52 Batch 1028/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.170 Epoch 52 Batch 1029/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.915, Loss: 0.180 Epoch 52 Batch 1030/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.915, Loss: 0.187 Epoch 52 Batch 1031/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.199 Epoch 52 Batch 1032/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.184 Epoch 52 Batch 1033/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.173 Epoch 52 Batch 1034/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.197 Epoch 52 Batch 1035/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.917, Loss: 0.152 Epoch 52 Batch 1036/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.182 Epoch 52 Batch 1037/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.179 Epoch 52 Batch 1038/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.178 Epoch 52 Batch 1039/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.926, Loss: 0.175 Epoch 52 Batch 1040/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.193 Epoch 52 Batch 1041/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.930, Loss: 0.168 Epoch 52 Batch 1042/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.173 Epoch 52 Batch 1043/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.931, Loss: 0.200 Epoch 52 Batch 1044/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.931, Loss: 0.179 Epoch 52 Batch 1045/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.168 Epoch 52 Batch 1046/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.152 Epoch 52 Batch 1047/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.931, Loss: 0.162 Epoch 52 Batch 1048/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.160 Epoch 52 Batch 1049/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.195 Epoch 52 Batch 1050/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.154 Epoch 52 Batch 1051/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.931, Loss: 0.166 Epoch 52 Batch 1052/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.180 Epoch 52 Batch 1053/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.931, Loss: 0.168 Epoch 52 Batch 1054/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.172 Epoch 52 Batch 1055/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.171 Epoch 52 Batch 1056/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.162 Epoch 52 Batch 1057/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.928, Loss: 0.174 Epoch 52 Batch 1058/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.211 Epoch 52 Batch 1059/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.929, Loss: 0.190 Epoch 52 Batch 1060/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.934, Loss: 0.150 Epoch 52 Batch 1061/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.192 Epoch 52 Batch 1062/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.172 Epoch 52 Batch 1063/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.923, Loss: 0.180 Epoch 52 Batch 1064/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.160 Epoch 52 Batch 1065/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.158 Epoch 52 Batch 1066/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.172 Epoch 52 Batch 1067/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.921, Loss: 0.174 Epoch 52 Batch 1068/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.170 Epoch 52 Batch 1069/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.164 Epoch 52 Batch 1070/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.171 Epoch 52 Batch 1071/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.170 Epoch 52 Batch 1072/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.191 Epoch 52 Batch 1073/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.190 Epoch 52 Batch 1074/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.212 Epoch 52 Batch 1075/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.920, Loss: 0.197 Epoch 53 Batch 0/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.140 Epoch 53 Batch 1/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.920, Loss: 0.150 Epoch 53 Batch 2/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.178 Epoch 53 Batch 3/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.161 Epoch 53 Batch 4/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.177 Epoch 53 Batch 5/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.192 Epoch 53 Batch 6/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.172 Epoch 53 Batch 7/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.147 Epoch 53 Batch 8/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.169 Epoch 53 Batch 9/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.916, Loss: 0.192 Epoch 53 Batch 10/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.912, Loss: 0.175 Epoch 53 Batch 11/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.176 Epoch 53 Batch 12/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.909, Loss: 0.190 Epoch 53 Batch 13/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.167 Epoch 53 Batch 14/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.913, Loss: 0.143 Epoch 53 Batch 15/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.912, Loss: 0.151 Epoch 53 Batch 16/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.174 Epoch 53 Batch 17/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.911, Loss: 0.165 Epoch 53 Batch 18/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.172 Epoch 53 Batch 19/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.185 Epoch 53 Batch 20/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.167 Epoch 53 Batch 21/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.191 Epoch 53 Batch 22/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.174 Epoch 53 Batch 23/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.163 Epoch 53 Batch 24/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.167 Epoch 53 Batch 25/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.917, Loss: 0.144 Epoch 53 Batch 26/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.192 Epoch 53 Batch 27/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.172 Epoch 53 Batch 28/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.917, Loss: 0.179 Epoch 53 Batch 29/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.186 Epoch 53 Batch 30/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.151 Epoch 53 Batch 31/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.175 Epoch 53 Batch 32/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.156 Epoch 53 Batch 33/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.146 Epoch 53 Batch 34/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.181 Epoch 53 Batch 35/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.179 Epoch 53 Batch 36/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.174 Epoch 53 Batch 37/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.923, Loss: 0.169 Epoch 53 Batch 38/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.187 Epoch 53 Batch 39/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.223 Epoch 53 Batch 40/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.168 Epoch 53 Batch 41/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.171 Epoch 53 Batch 42/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.220 Epoch 53 Batch 43/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.154 Epoch 53 Batch 44/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.170 Epoch 53 Batch 45/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.925, Loss: 0.174 Epoch 53 Batch 46/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.926, Loss: 0.178 Epoch 53 Batch 47/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.177 Epoch 53 Batch 48/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.928, Loss: 0.228 Epoch 53 Batch 49/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.929, Loss: 0.202 Epoch 53 Batch 50/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.927, Loss: 0.161 Epoch 53 Batch 51/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.157 Epoch 53 Batch 52/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.184 Epoch 53 Batch 53/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.927, Loss: 0.163 Epoch 53 Batch 54/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.205 Epoch 53 Batch 55/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.157 Epoch 53 Batch 56/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.148 Epoch 53 Batch 57/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.924, Loss: 0.152 Epoch 53 Batch 58/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.174 Epoch 53 Batch 59/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.924, Loss: 0.171 Epoch 53 Batch 60/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.149 Epoch 53 Batch 61/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.181 Epoch 53 Batch 62/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.916, Loss: 0.187 Epoch 53 Batch 63/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.916, Loss: 0.149 Epoch 53 Batch 64/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.170 Epoch 53 Batch 65/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.172 Epoch 53 Batch 66/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.154 Epoch 53 Batch 67/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.925, Loss: 0.161 Epoch 53 Batch 68/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.193 Epoch 53 Batch 69/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.924, Loss: 0.178 Epoch 53 Batch 70/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.926, Loss: 0.182 Epoch 53 Batch 71/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.162 Epoch 53 Batch 72/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.182 Epoch 53 Batch 73/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.923, Loss: 0.171 Epoch 53 Batch 74/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.923, Loss: 0.145 Epoch 53 Batch 75/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.199 Epoch 53 Batch 76/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.141 Epoch 53 Batch 77/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.922, Loss: 0.176 Epoch 53 Batch 78/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.923, Loss: 0.170 Epoch 53 Batch 79/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.160 Epoch 53 Batch 80/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.161 Epoch 53 Batch 81/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.155 Epoch 53 Batch 82/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.144 Epoch 53 Batch 83/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.177 Epoch 53 Batch 84/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.184 Epoch 53 Batch 85/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.169 Epoch 53 Batch 86/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.164 Epoch 53 Batch 87/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.919, Loss: 0.213 Epoch 53 Batch 88/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.919, Loss: 0.196 Epoch 53 Batch 89/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.172 Epoch 53 Batch 90/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.172 Epoch 53 Batch 91/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.914, Loss: 0.152 Epoch 53 Batch 92/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.168 Epoch 53 Batch 93/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.184 Epoch 53 Batch 94/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.919, Loss: 0.168 Epoch 53 Batch 95/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.195 Epoch 53 Batch 96/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.182 Epoch 53 Batch 97/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.185 Epoch 53 Batch 98/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.167 Epoch 53 Batch 99/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.191 Epoch 53 Batch 100/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.170 Epoch 53 Batch 101/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.159 Epoch 53 Batch 102/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.913, Loss: 0.169 Epoch 53 Batch 103/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.192 Epoch 53 Batch 104/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.183 Epoch 53 Batch 105/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.173 Epoch 53 Batch 106/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.210 Epoch 53 Batch 107/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.177 Epoch 53 Batch 108/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.924, Loss: 0.153 Epoch 53 Batch 109/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.157 Epoch 53 Batch 110/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.139 Epoch 53 Batch 111/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.164 Epoch 53 Batch 112/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.934, Loss: 0.168 Epoch 53 Batch 113/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.933, Loss: 0.185 Epoch 53 Batch 114/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.156 Epoch 53 Batch 115/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.185 Epoch 53 Batch 116/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.931, Loss: 0.192 Epoch 53 Batch 117/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.931, Loss: 0.181 Epoch 53 Batch 118/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.926, Loss: 0.167 Epoch 53 Batch 119/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.163 Epoch 53 Batch 120/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.929, Loss: 0.191 Epoch 53 Batch 121/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.168 Epoch 53 Batch 122/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.920, Loss: 0.155 Epoch 53 Batch 123/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.152 Epoch 53 Batch 124/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.178 Epoch 53 Batch 125/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.177 Epoch 53 Batch 126/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.142 Epoch 53 Batch 127/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.179 Epoch 53 Batch 128/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.924, Loss: 0.152 Epoch 53 Batch 129/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.181 Epoch 53 Batch 130/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.146 Epoch 53 Batch 131/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.169 Epoch 53 Batch 132/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.923, Loss: 0.153 Epoch 53 Batch 133/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.165 Epoch 53 Batch 134/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.918, Loss: 0.174 Epoch 53 Batch 135/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.169 Epoch 53 Batch 136/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.164 Epoch 53 Batch 137/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.151 Epoch 53 Batch 138/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.170 Epoch 53 Batch 139/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.165 Epoch 53 Batch 140/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.178 Epoch 53 Batch 141/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.917, Loss: 0.146 Epoch 53 Batch 142/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.164 Epoch 53 Batch 143/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.917, Loss: 0.196 Epoch 53 Batch 144/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.190 Epoch 53 Batch 145/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.164 Epoch 53 Batch 146/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.242 Epoch 53 Batch 147/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.183 Epoch 53 Batch 148/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.176 Epoch 53 Batch 149/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.171 Epoch 53 Batch 150/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.155 Epoch 53 Batch 151/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.137 Epoch 53 Batch 152/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.937, Loss: 0.192 Epoch 53 Batch 153/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.179 Epoch 53 Batch 154/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.935, Loss: 0.179 Epoch 53 Batch 155/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.929, Loss: 0.165 Epoch 53 Batch 156/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.165 Epoch 53 Batch 157/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.180 Epoch 53 Batch 158/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.187 Epoch 53 Batch 159/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.154 Epoch 53 Batch 160/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.165 Epoch 53 Batch 161/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.165 Epoch 53 Batch 162/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.182 Epoch 53 Batch 163/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.925, Loss: 0.197 Epoch 53 Batch 164/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.182 Epoch 53 Batch 165/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.147 Epoch 53 Batch 166/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.182 Epoch 53 Batch 167/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.146 Epoch 53 Batch 168/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.188 Epoch 53 Batch 169/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.181 Epoch 53 Batch 170/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.919, Loss: 0.185 Epoch 53 Batch 171/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.162 Epoch 53 Batch 172/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.919, Loss: 0.152 Epoch 53 Batch 173/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.194 Epoch 53 Batch 174/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.161 Epoch 53 Batch 175/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.172 Epoch 53 Batch 176/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.162 Epoch 53 Batch 177/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.914, Loss: 0.200 Epoch 53 Batch 178/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.916, Loss: 0.172 Epoch 53 Batch 179/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.177 Epoch 53 Batch 180/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.167 Epoch 53 Batch 181/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.198 Epoch 53 Batch 182/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.169 Epoch 53 Batch 183/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.195 Epoch 53 Batch 184/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.922, Loss: 0.171 Epoch 53 Batch 185/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.173 Epoch 53 Batch 186/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.161 Epoch 53 Batch 187/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.921, Loss: 0.157 Epoch 53 Batch 188/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.921, Loss: 0.196 Epoch 53 Batch 189/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.160 Epoch 53 Batch 190/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.164 Epoch 53 Batch 191/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.151 Epoch 53 Batch 192/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.161 Epoch 53 Batch 193/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.190 Epoch 53 Batch 194/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.149 Epoch 53 Batch 195/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.174 Epoch 53 Batch 196/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.925, Loss: 0.167 Epoch 53 Batch 197/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.170 Epoch 53 Batch 198/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.177 Epoch 53 Batch 199/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.160 Epoch 53 Batch 200/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.168 Epoch 53 Batch 201/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.139 Epoch 53 Batch 202/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.173 Epoch 53 Batch 203/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.924, Loss: 0.170 Epoch 53 Batch 204/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.924, Loss: 0.225 Epoch 53 Batch 205/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.924, Loss: 0.178 Epoch 53 Batch 206/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.152 Epoch 53 Batch 207/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.175 Epoch 53 Batch 208/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.185 Epoch 53 Batch 209/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.926, Loss: 0.138 Epoch 53 Batch 210/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.168 Epoch 53 Batch 211/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.160 Epoch 53 Batch 212/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.160 Epoch 53 Batch 213/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.922, Loss: 0.136 Epoch 53 Batch 214/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.155 Epoch 53 Batch 215/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.928, Loss: 0.198 Epoch 53 Batch 216/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.180 Epoch 53 Batch 217/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.138 Epoch 53 Batch 218/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.214 Epoch 53 Batch 219/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.172 Epoch 53 Batch 220/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.184 Epoch 53 Batch 221/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.927, Loss: 0.178 Epoch 53 Batch 222/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.927, Loss: 0.168 Epoch 53 Batch 223/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.926, Loss: 0.140 Epoch 53 Batch 224/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.177 Epoch 53 Batch 225/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.187 Epoch 53 Batch 226/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.158 Epoch 53 Batch 227/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.915, Loss: 0.203 Epoch 53 Batch 228/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.154 Epoch 53 Batch 229/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.203 Epoch 53 Batch 230/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.164 Epoch 53 Batch 231/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.205 Epoch 53 Batch 232/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.923, Loss: 0.173 Epoch 53 Batch 233/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.222 Epoch 53 Batch 234/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.920, Loss: 0.194 Epoch 53 Batch 235/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.919, Loss: 0.169 Epoch 53 Batch 236/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.171 Epoch 53 Batch 237/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.152 Epoch 53 Batch 238/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.176 Epoch 53 Batch 239/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.923, Loss: 0.128 Epoch 53 Batch 240/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.923, Loss: 0.164 Epoch 53 Batch 241/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.145 Epoch 53 Batch 242/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.162 Epoch 53 Batch 243/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.178 Epoch 53 Batch 244/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.184 Epoch 53 Batch 245/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.157 Epoch 53 Batch 246/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.179 Epoch 53 Batch 247/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.922, Loss: 0.170 Epoch 53 Batch 248/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.149 Epoch 53 Batch 249/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.187 Epoch 53 Batch 250/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.158 Epoch 53 Batch 251/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.158 Epoch 53 Batch 252/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.163 Epoch 53 Batch 253/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.179 Epoch 53 Batch 254/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.159 Epoch 53 Batch 255/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.174 Epoch 53 Batch 256/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.923, Loss: 0.214 Epoch 53 Batch 257/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.923, Loss: 0.189 Epoch 53 Batch 258/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.923, Loss: 0.151 Epoch 53 Batch 259/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.168 Epoch 53 Batch 260/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.145 Epoch 53 Batch 261/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.932, Loss: 0.159 Epoch 53 Batch 262/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.932, Loss: 0.156 Epoch 53 Batch 263/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.928, Loss: 0.152 Epoch 53 Batch 264/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.191 Epoch 53 Batch 265/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.927, Loss: 0.159 Epoch 53 Batch 266/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.927, Loss: 0.170 Epoch 53 Batch 267/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.927, Loss: 0.156 Epoch 53 Batch 268/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.925, Loss: 0.184 Epoch 53 Batch 269/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.198 Epoch 53 Batch 270/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.199 Epoch 53 Batch 271/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.154 Epoch 53 Batch 272/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.912, Loss: 0.241 Epoch 53 Batch 273/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.162 Epoch 53 Batch 274/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.916, Loss: 0.172 Epoch 53 Batch 275/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.916, Loss: 0.175 Epoch 53 Batch 276/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.916, Loss: 0.207 Epoch 53 Batch 277/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.911, Loss: 0.148 Epoch 53 Batch 278/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.916, Loss: 0.183 Epoch 53 Batch 279/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.182 Epoch 53 Batch 280/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.918, Loss: 0.173 Epoch 53 Batch 281/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.197 Epoch 53 Batch 282/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.920, Loss: 0.206 Epoch 53 Batch 283/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.925, Loss: 0.180 Epoch 53 Batch 284/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.188 Epoch 53 Batch 285/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.915, Loss: 0.176 Epoch 53 Batch 286/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.140 Epoch 53 Batch 287/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.158 Epoch 53 Batch 288/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.175 Epoch 53 Batch 289/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.165 Epoch 53 Batch 290/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.201 Epoch 53 Batch 291/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.210 Epoch 53 Batch 292/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.172 Epoch 53 Batch 293/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.181 Epoch 53 Batch 294/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.165 Epoch 53 Batch 295/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.193 Epoch 53 Batch 296/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.181 Epoch 53 Batch 297/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.922, Loss: 0.200 Epoch 53 Batch 298/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.190 Epoch 53 Batch 299/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.173 Epoch 53 Batch 300/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.912, Loss: 0.161 Epoch 53 Batch 301/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.154 Epoch 53 Batch 302/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.913, Loss: 0.168 Epoch 53 Batch 303/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.203 Epoch 53 Batch 304/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.913, Loss: 0.165 Epoch 53 Batch 305/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.169 Epoch 53 Batch 306/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.180 Epoch 53 Batch 307/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.163 Epoch 53 Batch 308/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.180 Epoch 53 Batch 309/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.145 Epoch 53 Batch 310/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.191 Epoch 53 Batch 311/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.156 Epoch 53 Batch 312/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.911, Loss: 0.195 Epoch 53 Batch 313/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.161 Epoch 53 Batch 314/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.155 Epoch 53 Batch 315/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.914, Loss: 0.156 Epoch 53 Batch 316/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.151 Epoch 53 Batch 317/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.912, Loss: 0.201 Epoch 53 Batch 318/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.912, Loss: 0.159 Epoch 53 Batch 319/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.170 Epoch 53 Batch 320/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.169 Epoch 53 Batch 321/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.165 Epoch 53 Batch 322/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.166 Epoch 53 Batch 323/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.167 Epoch 53 Batch 324/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.178 Epoch 53 Batch 325/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.174 Epoch 53 Batch 326/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.162 Epoch 53 Batch 327/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.197 Epoch 53 Batch 328/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.198 Epoch 53 Batch 329/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.182 Epoch 53 Batch 330/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.160 Epoch 53 Batch 331/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.176 Epoch 53 Batch 332/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.140 Epoch 53 Batch 333/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.920, Loss: 0.141 Epoch 53 Batch 334/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.915, Loss: 0.156 Epoch 53 Batch 335/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.198 Epoch 53 Batch 336/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.213 Epoch 53 Batch 337/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.913, Loss: 0.183 Epoch 53 Batch 338/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.913, Loss: 0.211 Epoch 53 Batch 339/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.164 Epoch 53 Batch 340/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.156 Epoch 53 Batch 341/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.233 Epoch 53 Batch 342/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.158 Epoch 53 Batch 343/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.183 Epoch 53 Batch 344/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.191 Epoch 53 Batch 345/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.165 Epoch 53 Batch 346/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.181 Epoch 53 Batch 347/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.929, Loss: 0.168 Epoch 53 Batch 348/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.935, Loss: 0.168 Epoch 53 Batch 349/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.927, Loss: 0.175 Epoch 53 Batch 350/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.922, Loss: 0.185 Epoch 53 Batch 351/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.180 Epoch 53 Batch 352/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.164 Epoch 53 Batch 353/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.195 Epoch 53 Batch 354/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.198 Epoch 53 Batch 355/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.918, Loss: 0.202 Epoch 53 Batch 356/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.918, Loss: 0.165 Epoch 53 Batch 357/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.923, Loss: 0.161 Epoch 53 Batch 358/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.923, Loss: 0.196 Epoch 53 Batch 359/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.922, Loss: 0.170 Epoch 53 Batch 360/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.926, Loss: 0.188 Epoch 53 Batch 361/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.181 Epoch 53 Batch 362/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.193 Epoch 53 Batch 363/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.207 Epoch 53 Batch 364/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.208 Epoch 53 Batch 365/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.169 Epoch 53 Batch 366/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.169 Epoch 53 Batch 367/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.145 Epoch 53 Batch 368/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.925, Loss: 0.161 Epoch 53 Batch 369/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.169 Epoch 53 Batch 370/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.924, Loss: 0.169 Epoch 53 Batch 371/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.157 Epoch 53 Batch 372/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.160 Epoch 53 Batch 373/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.928, Loss: 0.151 Epoch 53 Batch 374/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.927, Loss: 0.184 Epoch 53 Batch 375/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.927, Loss: 0.151 Epoch 53 Batch 376/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.174 Epoch 53 Batch 377/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.180 Epoch 53 Batch 378/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.163 Epoch 53 Batch 379/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.927, Loss: 0.195 Epoch 53 Batch 380/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.161 Epoch 53 Batch 381/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.168 Epoch 53 Batch 382/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.924, Loss: 0.201 Epoch 53 Batch 383/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.153 Epoch 53 Batch 384/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.165 Epoch 53 Batch 385/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.914, Loss: 0.181 Epoch 53 Batch 386/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.914, Loss: 0.198 Epoch 53 Batch 387/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.157 Epoch 53 Batch 388/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.166 Epoch 53 Batch 389/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.919, Loss: 0.159 Epoch 53 Batch 390/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.919, Loss: 0.185 Epoch 53 Batch 391/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.176 Epoch 53 Batch 392/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.918, Loss: 0.198 Epoch 53 Batch 393/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.164 Epoch 53 Batch 394/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.179 Epoch 53 Batch 395/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.922, Loss: 0.163 Epoch 53 Batch 396/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.927, Loss: 0.191 Epoch 53 Batch 397/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.927, Loss: 0.168 Epoch 53 Batch 398/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.927, Loss: 0.183 Epoch 53 Batch 399/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.928, Loss: 0.176 Epoch 53 Batch 400/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.202 Epoch 53 Batch 401/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.150 Epoch 53 Batch 402/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.151 Epoch 53 Batch 403/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.205 Epoch 53 Batch 404/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.167 Epoch 53 Batch 405/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.932, Loss: 0.189 Epoch 53 Batch 406/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.929, Loss: 0.161 Epoch 53 Batch 407/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.186 Epoch 53 Batch 408/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.930, Loss: 0.187 Epoch 53 Batch 409/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.175 Epoch 53 Batch 410/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.930, Loss: 0.187 Epoch 53 Batch 411/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.156 Epoch 53 Batch 412/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.929, Loss: 0.145 Epoch 53 Batch 413/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.170 Epoch 53 Batch 414/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.927, Loss: 0.190 Epoch 53 Batch 415/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.169 Epoch 53 Batch 416/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.169 Epoch 53 Batch 417/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.927, Loss: 0.234 Epoch 53 Batch 418/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.927, Loss: 0.156 Epoch 53 Batch 419/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.927, Loss: 0.169 Epoch 53 Batch 420/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.161 Epoch 53 Batch 421/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.210 Epoch 53 Batch 422/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.162 Epoch 53 Batch 423/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.180 Epoch 53 Batch 424/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.925, Loss: 0.164 Epoch 53 Batch 425/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.164 Epoch 53 Batch 426/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.196 Epoch 53 Batch 427/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.173 Epoch 53 Batch 428/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.921, Loss: 0.152 Epoch 53 Batch 429/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.165 Epoch 53 Batch 430/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.154 Epoch 53 Batch 431/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.163 Epoch 53 Batch 432/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.160 Epoch 53 Batch 433/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.918, Loss: 0.172 Epoch 53 Batch 434/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.167 Epoch 53 Batch 435/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.918, Loss: 0.182 Epoch 53 Batch 436/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.152 Epoch 53 Batch 437/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.157 Epoch 53 Batch 438/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.908, Loss: 0.183 Epoch 53 Batch 439/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.183 Epoch 53 Batch 440/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.906, Loss: 0.191 Epoch 53 Batch 441/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.906, Loss: 0.161 Epoch 53 Batch 442/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.184 Epoch 53 Batch 443/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.911, Loss: 0.164 Epoch 53 Batch 444/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.160 Epoch 53 Batch 445/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.174 Epoch 53 Batch 446/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.920, Loss: 0.137 Epoch 53 Batch 447/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.172 Epoch 53 Batch 448/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.920, Loss: 0.212 Epoch 53 Batch 449/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.198 Epoch 53 Batch 450/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.173 Epoch 53 Batch 451/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.150 Epoch 53 Batch 452/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.197 Epoch 53 Batch 453/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.163 Epoch 53 Batch 454/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.161 Epoch 53 Batch 455/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.175 Epoch 53 Batch 456/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.912, Loss: 0.169 Epoch 53 Batch 457/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.163 Epoch 53 Batch 458/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.169 Epoch 53 Batch 459/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.163 Epoch 53 Batch 460/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.187 Epoch 53 Batch 461/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.924, Loss: 0.169 Epoch 53 Batch 462/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.924, Loss: 0.172 Epoch 53 Batch 463/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.172 Epoch 53 Batch 464/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.922, Loss: 0.171 Epoch 53 Batch 465/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.200 Epoch 53 Batch 466/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.175 Epoch 53 Batch 467/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.175 Epoch 53 Batch 468/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.921, Loss: 0.174 Epoch 53 Batch 469/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.160 Epoch 53 Batch 470/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.918, Loss: 0.173 Epoch 53 Batch 471/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.920, Loss: 0.155 Epoch 53 Batch 472/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.172 Epoch 53 Batch 473/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.180 Epoch 53 Batch 474/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.918, Loss: 0.166 Epoch 53 Batch 475/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.158 Epoch 53 Batch 476/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.180 Epoch 53 Batch 477/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.175 Epoch 53 Batch 478/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.187 Epoch 53 Batch 479/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.191 Epoch 53 Batch 480/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.163 Epoch 53 Batch 481/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.163 Epoch 53 Batch 482/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.174 Epoch 53 Batch 483/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.924, Loss: 0.188 Epoch 53 Batch 484/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.182 Epoch 53 Batch 485/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.168 Epoch 53 Batch 486/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.151 Epoch 53 Batch 487/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.926, Loss: 0.158 Epoch 53 Batch 488/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.183 Epoch 53 Batch 489/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.163 Epoch 53 Batch 490/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.919, Loss: 0.164 Epoch 53 Batch 491/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.178 Epoch 53 Batch 492/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.202 Epoch 53 Batch 493/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.164 Epoch 53 Batch 494/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.166 Epoch 53 Batch 495/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.178 Epoch 53 Batch 496/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.190 Epoch 53 Batch 497/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.200 Epoch 53 Batch 498/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.178 Epoch 53 Batch 499/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.916, Loss: 0.156 Epoch 53 Batch 500/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.917, Loss: 0.168 Epoch 53 Batch 501/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.166 Epoch 53 Batch 502/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.922, Loss: 0.156 Epoch 53 Batch 503/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.172 Epoch 53 Batch 504/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.166 Epoch 53 Batch 505/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.919, Loss: 0.148 Epoch 53 Batch 506/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.161 Epoch 53 Batch 507/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.919, Loss: 0.178 Epoch 53 Batch 508/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.161 Epoch 53 Batch 509/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.919, Loss: 0.177 Epoch 53 Batch 510/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.166 Epoch 53 Batch 511/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.178 Epoch 53 Batch 512/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.920, Loss: 0.156 Epoch 53 Batch 513/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.193 Epoch 53 Batch 514/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.920, Loss: 0.188 Epoch 53 Batch 515/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.920, Loss: 0.186 Epoch 53 Batch 516/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.144 Epoch 53 Batch 517/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.921, Loss: 0.174 Epoch 53 Batch 518/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.161 Epoch 53 Batch 519/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.920, Loss: 0.170 Epoch 53 Batch 520/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.925, Loss: 0.157 Epoch 53 Batch 521/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.925, Loss: 0.160 Epoch 53 Batch 522/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.925, Loss: 0.184 Epoch 53 Batch 523/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.162 Epoch 53 Batch 524/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.189 Epoch 53 Batch 525/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.171 Epoch 53 Batch 526/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.168 Epoch 53 Batch 527/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.165 Epoch 53 Batch 528/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.147 Epoch 53 Batch 529/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.151 Epoch 53 Batch 530/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.177 Epoch 53 Batch 531/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.166 Epoch 53 Batch 532/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.919, Loss: 0.192 Epoch 53 Batch 533/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.212 Epoch 53 Batch 534/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.164 Epoch 53 Batch 535/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.159 Epoch 53 Batch 536/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.151 Epoch 53 Batch 537/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.161 Epoch 53 Batch 538/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.134 Epoch 53 Batch 539/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.185 Epoch 53 Batch 540/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.916, Loss: 0.156 Epoch 53 Batch 541/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.165 Epoch 53 Batch 542/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.176 Epoch 53 Batch 543/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.179 Epoch 53 Batch 544/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.921, Loss: 0.149 Epoch 53 Batch 545/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.184 Epoch 53 Batch 546/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.182 Epoch 53 Batch 547/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.158 Epoch 53 Batch 548/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.198 Epoch 53 Batch 549/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.920, Loss: 0.196 Epoch 53 Batch 550/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.919, Loss: 0.187 Epoch 53 Batch 551/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.188 Epoch 53 Batch 552/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.172 Epoch 53 Batch 553/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.207 Epoch 53 Batch 554/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.166 Epoch 53 Batch 555/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.181 Epoch 53 Batch 556/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.161 Epoch 53 Batch 557/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.169 Epoch 53 Batch 558/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.182 Epoch 53 Batch 559/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.178 Epoch 53 Batch 560/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.158 Epoch 53 Batch 561/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.162 Epoch 53 Batch 562/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.157 Epoch 53 Batch 563/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.922, Loss: 0.212 Epoch 53 Batch 564/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.923, Loss: 0.192 Epoch 53 Batch 565/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.170 Epoch 53 Batch 566/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.927, Loss: 0.195 Epoch 53 Batch 567/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.176 Epoch 53 Batch 568/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.160 Epoch 53 Batch 569/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.170 Epoch 53 Batch 570/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.918, Loss: 0.190 Epoch 53 Batch 571/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.145 Epoch 53 Batch 572/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.162 Epoch 53 Batch 573/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.200 Epoch 53 Batch 574/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.198 Epoch 53 Batch 575/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.919, Loss: 0.157 Epoch 53 Batch 576/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.919, Loss: 0.158 Epoch 53 Batch 577/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.185 Epoch 53 Batch 578/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.197 Epoch 53 Batch 579/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.159 Epoch 53 Batch 580/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.156 Epoch 53 Batch 581/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.151 Epoch 53 Batch 582/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.921, Loss: 0.178 Epoch 53 Batch 583/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.176 Epoch 53 Batch 584/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.191 Epoch 53 Batch 585/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.151 Epoch 53 Batch 586/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.184 Epoch 53 Batch 587/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.157 Epoch 53 Batch 588/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.163 Epoch 53 Batch 589/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.919, Loss: 0.182 Epoch 53 Batch 590/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.157 Epoch 53 Batch 591/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.166 Epoch 53 Batch 592/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.186 Epoch 53 Batch 593/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.192 Epoch 53 Batch 594/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.185 Epoch 53 Batch 595/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.186 Epoch 53 Batch 596/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.181 Epoch 53 Batch 597/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.170 Epoch 53 Batch 598/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.183 Epoch 53 Batch 599/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.236 Epoch 53 Batch 600/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.163 Epoch 53 Batch 601/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.925, Loss: 0.179 Epoch 53 Batch 602/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.174 Epoch 53 Batch 603/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.166 Epoch 53 Batch 604/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.172 Epoch 53 Batch 605/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.183 Epoch 53 Batch 606/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.145 Epoch 53 Batch 607/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.171 Epoch 53 Batch 608/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.182 Epoch 53 Batch 609/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.926, Loss: 0.203 Epoch 53 Batch 610/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.926, Loss: 0.200 Epoch 53 Batch 611/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.179 Epoch 53 Batch 612/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.926, Loss: 0.148 Epoch 53 Batch 613/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.931, Loss: 0.180 Epoch 53 Batch 614/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.931, Loss: 0.165 Epoch 53 Batch 615/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.170 Epoch 53 Batch 616/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.166 Epoch 53 Batch 617/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.166 Epoch 53 Batch 618/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.927, Loss: 0.172 Epoch 53 Batch 619/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.927, Loss: 0.154 Epoch 53 Batch 620/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.148 Epoch 53 Batch 621/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.918, Loss: 0.159 Epoch 53 Batch 622/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.185 Epoch 53 Batch 623/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.918, Loss: 0.174 Epoch 53 Batch 624/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.174 Epoch 53 Batch 625/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.165 Epoch 53 Batch 626/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.159 Epoch 53 Batch 627/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.168 Epoch 53 Batch 628/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.926, Loss: 0.177 Epoch 53 Batch 629/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.194 Epoch 53 Batch 630/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.172 Epoch 53 Batch 631/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.167 Epoch 53 Batch 632/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.159 Epoch 53 Batch 633/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.179 Epoch 53 Batch 634/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.927, Loss: 0.138 Epoch 53 Batch 635/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.928, Loss: 0.208 Epoch 53 Batch 636/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.929, Loss: 0.157 Epoch 53 Batch 637/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.170 Epoch 53 Batch 638/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.182 Epoch 53 Batch 639/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.183 Epoch 53 Batch 640/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.157 Epoch 53 Batch 641/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.159 Epoch 53 Batch 642/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.167 Epoch 53 Batch 643/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.147 Epoch 53 Batch 644/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.161 Epoch 53 Batch 645/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.170 Epoch 53 Batch 646/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.174 Epoch 53 Batch 647/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.167 Epoch 53 Batch 648/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.152 Epoch 53 Batch 649/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.178 Epoch 53 Batch 650/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.170 Epoch 53 Batch 651/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.185 Epoch 53 Batch 652/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.166 Epoch 53 Batch 653/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.165 Epoch 53 Batch 654/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.161 Epoch 53 Batch 655/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.171 Epoch 53 Batch 656/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.177 Epoch 53 Batch 657/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.196 Epoch 53 Batch 658/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.144 Epoch 53 Batch 659/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.168 Epoch 53 Batch 660/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.171 Epoch 53 Batch 661/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.144 Epoch 53 Batch 662/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.143 Epoch 53 Batch 663/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.149 Epoch 53 Batch 664/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.180 Epoch 53 Batch 665/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.169 Epoch 53 Batch 666/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.179 Epoch 53 Batch 667/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.187 Epoch 53 Batch 668/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.168 Epoch 53 Batch 669/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.172 Epoch 53 Batch 670/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.161 Epoch 53 Batch 671/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.915, Loss: 0.194 Epoch 53 Batch 672/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.915, Loss: 0.185 Epoch 53 Batch 673/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.177 Epoch 53 Batch 674/1077 - Train Accuracy: 0.965, Validation Accuracy: 0.919, Loss: 0.159 Epoch 53 Batch 675/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.188 Epoch 53 Batch 676/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.159 Epoch 53 Batch 677/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.216 Epoch 53 Batch 678/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.156 Epoch 53 Batch 679/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.187 Epoch 53 Batch 680/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.163 Epoch 53 Batch 681/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.158 Epoch 53 Batch 682/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.180 Epoch 53 Batch 683/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.162 Epoch 53 Batch 684/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.179 Epoch 53 Batch 685/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.179 Epoch 53 Batch 686/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.169 Epoch 53 Batch 687/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.179 Epoch 53 Batch 688/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.189 Epoch 53 Batch 689/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.911, Loss: 0.135 Epoch 53 Batch 690/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.913, Loss: 0.166 Epoch 53 Batch 691/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.180 Epoch 53 Batch 692/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.178 Epoch 53 Batch 693/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.915, Loss: 0.217 Epoch 53 Batch 694/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.185 Epoch 53 Batch 695/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.915, Loss: 0.145 Epoch 53 Batch 696/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.189 Epoch 53 Batch 697/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.914, Loss: 0.162 Epoch 53 Batch 698/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.174 Epoch 53 Batch 699/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.175 Epoch 53 Batch 700/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.167 Epoch 53 Batch 701/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.185 Epoch 53 Batch 702/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.222 Epoch 53 Batch 703/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.178 Epoch 53 Batch 704/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.917, Loss: 0.205 Epoch 53 Batch 705/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.169 Epoch 53 Batch 706/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.919, Loss: 0.209 Epoch 53 Batch 707/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.159 Epoch 53 Batch 708/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.920, Loss: 0.168 Epoch 53 Batch 709/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.919, Loss: 0.179 Epoch 53 Batch 710/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.160 Epoch 53 Batch 711/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.192 Epoch 53 Batch 712/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.919, Loss: 0.173 Epoch 53 Batch 713/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.149 Epoch 53 Batch 714/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.166 Epoch 53 Batch 715/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.918, Loss: 0.210 Epoch 53 Batch 716/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.920, Loss: 0.144 Epoch 53 Batch 717/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.920, Loss: 0.155 Epoch 53 Batch 718/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.179 Epoch 53 Batch 719/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.920, Loss: 0.175 Epoch 53 Batch 720/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.192 Epoch 53 Batch 721/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.155 Epoch 53 Batch 722/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.161 Epoch 53 Batch 723/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.165 Epoch 53 Batch 724/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.210 Epoch 53 Batch 725/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.159 Epoch 53 Batch 726/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.169 Epoch 53 Batch 727/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.918, Loss: 0.142 Epoch 53 Batch 728/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.918, Loss: 0.176 Epoch 53 Batch 729/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.189 Epoch 53 Batch 730/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.197 Epoch 53 Batch 731/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.185 Epoch 53 Batch 732/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.189 Epoch 53 Batch 733/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.171 Epoch 53 Batch 734/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.183 Epoch 53 Batch 735/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.909, Loss: 0.156 Epoch 53 Batch 736/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.909, Loss: 0.175 Epoch 53 Batch 737/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.196 Epoch 53 Batch 738/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.148 Epoch 53 Batch 739/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.911, Loss: 0.160 Epoch 53 Batch 740/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.165 Epoch 53 Batch 741/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.173 Epoch 53 Batch 742/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.920, Loss: 0.179 Epoch 53 Batch 743/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.921, Loss: 0.165 Epoch 53 Batch 744/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.921, Loss: 0.151 Epoch 53 Batch 745/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.168 Epoch 53 Batch 746/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.918, Loss: 0.163 Epoch 53 Batch 747/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.145 Epoch 53 Batch 748/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.920, Loss: 0.151 Epoch 53 Batch 749/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.169 Epoch 53 Batch 750/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.194 Epoch 53 Batch 751/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.176 Epoch 53 Batch 752/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.926, Loss: 0.160 Epoch 53 Batch 753/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.929, Loss: 0.169 Epoch 53 Batch 754/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.929, Loss: 0.175 Epoch 53 Batch 755/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.934, Loss: 0.169 Epoch 53 Batch 756/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.169 Epoch 53 Batch 757/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.930, Loss: 0.170 Epoch 53 Batch 758/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.163 Epoch 53 Batch 759/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.157 Epoch 53 Batch 760/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.927, Loss: 0.177 Epoch 53 Batch 761/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.162 Epoch 53 Batch 762/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.922, Loss: 0.177 Epoch 53 Batch 763/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.171 Epoch 53 Batch 764/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.165 Epoch 53 Batch 765/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.156 Epoch 53 Batch 766/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.213 Epoch 53 Batch 767/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.160 Epoch 53 Batch 768/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.145 Epoch 53 Batch 769/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.910, Loss: 0.169 Epoch 53 Batch 770/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.168 Epoch 53 Batch 771/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.170 Epoch 53 Batch 772/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.168 Epoch 53 Batch 773/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.158 Epoch 53 Batch 774/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.184 Epoch 53 Batch 775/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.180 Epoch 53 Batch 776/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.152 Epoch 53 Batch 777/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.920, Loss: 0.197 Epoch 53 Batch 778/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.147 Epoch 53 Batch 779/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.178 Epoch 53 Batch 780/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.920, Loss: 0.215 Epoch 53 Batch 781/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.920, Loss: 0.138 Epoch 53 Batch 782/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.153 Epoch 53 Batch 783/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.932, Loss: 0.178 Epoch 53 Batch 784/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.932, Loss: 0.158 Epoch 53 Batch 785/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.933, Loss: 0.152 Epoch 53 Batch 786/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.933, Loss: 0.170 Epoch 53 Batch 787/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.159 Epoch 53 Batch 788/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.164 Epoch 53 Batch 789/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.166 Epoch 53 Batch 790/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.923, Loss: 0.208 Epoch 53 Batch 791/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.184 Epoch 53 Batch 792/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.182 Epoch 53 Batch 793/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.919, Loss: 0.185 Epoch 53 Batch 794/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.918, Loss: 0.163 Epoch 53 Batch 795/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.916, Loss: 0.179 Epoch 53 Batch 796/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.916, Loss: 0.171 Epoch 53 Batch 797/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.170 Epoch 53 Batch 798/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.170 Epoch 53 Batch 799/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.911, Loss: 0.197 Epoch 53 Batch 800/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.910, Loss: 0.155 Epoch 53 Batch 801/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.910, Loss: 0.179 Epoch 53 Batch 802/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.168 Epoch 53 Batch 803/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.916, Loss: 0.180 Epoch 53 Batch 804/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.168 Epoch 53 Batch 805/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.173 Epoch 53 Batch 806/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.160 Epoch 53 Batch 807/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.924, Loss: 0.157 Epoch 53 Batch 808/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.198 Epoch 53 Batch 809/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.924, Loss: 0.235 Epoch 53 Batch 810/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.150 Epoch 53 Batch 811/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.149 Epoch 53 Batch 812/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.189 Epoch 53 Batch 813/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.158 Epoch 53 Batch 814/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.192 Epoch 53 Batch 815/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.163 Epoch 53 Batch 816/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.182 Epoch 53 Batch 817/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.926, Loss: 0.176 Epoch 53 Batch 818/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.195 Epoch 53 Batch 819/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.177 Epoch 53 Batch 820/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.926, Loss: 0.172 Epoch 53 Batch 821/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.926, Loss: 0.183 Epoch 53 Batch 822/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.921, Loss: 0.166 Epoch 53 Batch 823/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.921, Loss: 0.177 Epoch 53 Batch 824/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.162 Epoch 53 Batch 825/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.917, Loss: 0.164 Epoch 53 Batch 826/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.150 Epoch 53 Batch 827/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.169 Epoch 53 Batch 828/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.169 Epoch 53 Batch 829/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.928, Loss: 0.213 Epoch 53 Batch 830/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.170 Epoch 53 Batch 831/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.918, Loss: 0.174 Epoch 53 Batch 832/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.163 Epoch 53 Batch 833/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.918, Loss: 0.170 Epoch 53 Batch 834/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.176 Epoch 53 Batch 835/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.186 Epoch 53 Batch 836/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.177 Epoch 53 Batch 837/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.918, Loss: 0.198 Epoch 53 Batch 838/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.918, Loss: 0.183 Epoch 53 Batch 839/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.170 Epoch 53 Batch 840/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.913, Loss: 0.165 Epoch 53 Batch 841/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.913, Loss: 0.185 Epoch 53 Batch 842/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.160 Epoch 53 Batch 843/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.171 Epoch 53 Batch 844/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.149 Epoch 53 Batch 845/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.169 Epoch 53 Batch 846/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.922, Loss: 0.189 Epoch 53 Batch 847/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.185 Epoch 53 Batch 848/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.926, Loss: 0.163 Epoch 53 Batch 849/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.157 Epoch 53 Batch 850/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.196 Epoch 53 Batch 851/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.189 Epoch 53 Batch 852/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.196 Epoch 53 Batch 853/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.922, Loss: 0.150 Epoch 53 Batch 854/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.922, Loss: 0.192 Epoch 53 Batch 855/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.175 Epoch 53 Batch 856/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.922, Loss: 0.185 Epoch 53 Batch 857/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.924, Loss: 0.158 Epoch 53 Batch 858/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.157 Epoch 53 Batch 859/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.191 Epoch 53 Batch 860/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.159 Epoch 53 Batch 861/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.921, Loss: 0.167 Epoch 53 Batch 862/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.925, Loss: 0.167 Epoch 53 Batch 863/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.146 Epoch 53 Batch 864/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.159 Epoch 53 Batch 865/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.166 Epoch 53 Batch 866/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.182 Epoch 53 Batch 867/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.928, Loss: 0.238 Epoch 53 Batch 868/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.193 Epoch 53 Batch 869/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.166 Epoch 53 Batch 870/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.926, Loss: 0.174 Epoch 53 Batch 871/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.921, Loss: 0.177 Epoch 53 Batch 872/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.921, Loss: 0.161 Epoch 53 Batch 873/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.180 Epoch 53 Batch 874/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.921, Loss: 0.174 Epoch 53 Batch 875/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.182 Epoch 53 Batch 876/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.920, Loss: 0.154 Epoch 53 Batch 877/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.143 Epoch 53 Batch 878/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.155 Epoch 53 Batch 879/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.144 Epoch 53 Batch 880/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.187 Epoch 53 Batch 881/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.155 Epoch 53 Batch 882/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.165 Epoch 53 Batch 883/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.210 Epoch 53 Batch 884/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.924, Loss: 0.160 Epoch 53 Batch 885/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.137 Epoch 53 Batch 886/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.163 Epoch 53 Batch 887/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.924, Loss: 0.196 Epoch 53 Batch 888/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.161 Epoch 53 Batch 889/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.178 Epoch 53 Batch 890/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.924, Loss: 0.151 Epoch 53 Batch 891/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.188 Epoch 53 Batch 892/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.144 Epoch 53 Batch 893/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.181 Epoch 53 Batch 894/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.166 Epoch 53 Batch 895/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.164 Epoch 53 Batch 896/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.198 Epoch 53 Batch 897/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.155 Epoch 53 Batch 898/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.145 Epoch 53 Batch 899/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.204 Epoch 53 Batch 900/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.179 Epoch 53 Batch 901/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.919, Loss: 0.213 Epoch 53 Batch 902/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.172 Epoch 53 Batch 903/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.924, Loss: 0.162 Epoch 53 Batch 904/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.144 Epoch 53 Batch 905/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.172 Epoch 53 Batch 906/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.163 Epoch 53 Batch 907/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.926, Loss: 0.173 Epoch 53 Batch 908/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.167 Epoch 53 Batch 909/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.163 Epoch 53 Batch 910/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.163 Epoch 53 Batch 911/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.170 Epoch 53 Batch 912/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.186 Epoch 53 Batch 913/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.214 Epoch 53 Batch 914/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.216 Epoch 53 Batch 915/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.912, Loss: 0.168 Epoch 53 Batch 916/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.182 Epoch 53 Batch 917/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.164 Epoch 53 Batch 918/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.175 Epoch 53 Batch 919/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.163 Epoch 53 Batch 920/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.921, Loss: 0.167 Epoch 53 Batch 921/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.194 Epoch 53 Batch 922/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.175 Epoch 53 Batch 923/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.170 Epoch 53 Batch 924/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.924, Loss: 0.194 Epoch 53 Batch 925/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.160 Epoch 53 Batch 926/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.924, Loss: 0.192 Epoch 53 Batch 927/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.924, Loss: 0.185 Epoch 53 Batch 928/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.179 Epoch 53 Batch 929/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.919, Loss: 0.195 Epoch 53 Batch 930/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.153 Epoch 53 Batch 931/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.165 Epoch 53 Batch 932/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.178 Epoch 53 Batch 933/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.185 Epoch 53 Batch 934/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.923, Loss: 0.163 Epoch 53 Batch 935/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.163 Epoch 53 Batch 936/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.172 Epoch 53 Batch 937/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.179 Epoch 53 Batch 938/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.178 Epoch 53 Batch 939/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.200 Epoch 53 Batch 940/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.153 Epoch 53 Batch 941/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.165 Epoch 53 Batch 942/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.173 Epoch 53 Batch 943/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.162 Epoch 53 Batch 944/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.154 Epoch 53 Batch 945/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.919, Loss: 0.156 Epoch 53 Batch 946/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.919, Loss: 0.165 Epoch 53 Batch 947/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.918, Loss: 0.189 Epoch 53 Batch 948/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.160 Epoch 53 Batch 949/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.922, Loss: 0.151 Epoch 53 Batch 950/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.160 Epoch 53 Batch 951/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.174 Epoch 53 Batch 952/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.917, Loss: 0.144 Epoch 53 Batch 953/1077 - Train Accuracy: 0.968, Validation Accuracy: 0.918, Loss: 0.150 Epoch 53 Batch 954/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.190 Epoch 53 Batch 955/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.181 Epoch 53 Batch 956/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.192 Epoch 53 Batch 957/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.908, Loss: 0.165 Epoch 53 Batch 958/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.199 Epoch 53 Batch 959/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.150 Epoch 53 Batch 960/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.172 Epoch 53 Batch 961/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.179 Epoch 53 Batch 962/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.171 Epoch 53 Batch 963/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.196 Epoch 53 Batch 964/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.162 Epoch 53 Batch 965/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.188 Epoch 53 Batch 966/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.133 Epoch 53 Batch 967/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.158 Epoch 53 Batch 968/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.919, Loss: 0.203 Epoch 53 Batch 969/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.213 Epoch 53 Batch 970/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.187 Epoch 53 Batch 971/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.915, Loss: 0.175 Epoch 53 Batch 972/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.171 Epoch 53 Batch 973/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.158 Epoch 53 Batch 974/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.153 Epoch 53 Batch 975/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.169 Epoch 53 Batch 976/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.908, Loss: 0.144 Epoch 53 Batch 977/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.148 Epoch 53 Batch 978/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.184 Epoch 53 Batch 979/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.186 Epoch 53 Batch 980/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.181 Epoch 53 Batch 981/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.163 Epoch 53 Batch 982/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.909, Loss: 0.174 Epoch 53 Batch 983/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.171 Epoch 53 Batch 984/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.188 Epoch 53 Batch 985/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.914, Loss: 0.148 Epoch 53 Batch 986/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.190 Epoch 53 Batch 987/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.917, Loss: 0.165 Epoch 53 Batch 988/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.194 Epoch 53 Batch 989/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.207 Epoch 53 Batch 990/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.178 Epoch 53 Batch 991/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.178 Epoch 53 Batch 992/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.919, Loss: 0.182 Epoch 53 Batch 993/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.147 Epoch 53 Batch 994/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.159 Epoch 53 Batch 995/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.919, Loss: 0.157 Epoch 53 Batch 996/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.167 Epoch 53 Batch 997/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.178 Epoch 53 Batch 998/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.173 Epoch 53 Batch 999/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.171 Epoch 53 Batch 1000/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.164 Epoch 53 Batch 1001/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.145 Epoch 53 Batch 1002/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.914, Loss: 0.155 Epoch 53 Batch 1003/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.162 Epoch 53 Batch 1004/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.186 Epoch 53 Batch 1005/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.159 Epoch 53 Batch 1006/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.134 Epoch 53 Batch 1007/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.167 Epoch 53 Batch 1008/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.199 Epoch 53 Batch 1009/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.913, Loss: 0.146 Epoch 53 Batch 1010/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.918, Loss: 0.161 Epoch 53 Batch 1011/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.180 Epoch 53 Batch 1012/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.146 Epoch 53 Batch 1013/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.166 Epoch 53 Batch 1014/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.167 Epoch 53 Batch 1015/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.211 Epoch 53 Batch 1016/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.911, Loss: 0.178 Epoch 53 Batch 1017/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.169 Epoch 53 Batch 1018/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.914, Loss: 0.162 Epoch 53 Batch 1019/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.914, Loss: 0.199 Epoch 53 Batch 1020/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.915, Loss: 0.169 Epoch 53 Batch 1021/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.172 Epoch 53 Batch 1022/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.154 Epoch 53 Batch 1023/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.913, Loss: 0.148 Epoch 53 Batch 1024/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.918, Loss: 0.179 Epoch 53 Batch 1025/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.915, Loss: 0.181 Epoch 53 Batch 1026/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.916, Loss: 0.168 Epoch 53 Batch 1027/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.921, Loss: 0.183 Epoch 53 Batch 1028/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.921, Loss: 0.161 Epoch 53 Batch 1029/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.166 Epoch 53 Batch 1030/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.924, Loss: 0.191 Epoch 53 Batch 1031/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.193 Epoch 53 Batch 1032/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.202 Epoch 53 Batch 1033/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.175 Epoch 53 Batch 1034/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.151 Epoch 53 Batch 1035/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.150 Epoch 53 Batch 1036/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.197 Epoch 53 Batch 1037/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.185 Epoch 53 Batch 1038/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.181 Epoch 53 Batch 1039/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.160 Epoch 53 Batch 1040/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.179 Epoch 53 Batch 1041/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.175 Epoch 53 Batch 1042/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.925, Loss: 0.166 Epoch 53 Batch 1043/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.180 Epoch 53 Batch 1044/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.180 Epoch 53 Batch 1045/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.182 Epoch 53 Batch 1046/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.921, Loss: 0.142 Epoch 53 Batch 1047/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.917, Loss: 0.183 Epoch 53 Batch 1048/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.151 Epoch 53 Batch 1049/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.921, Loss: 0.184 Epoch 53 Batch 1050/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.158 Epoch 53 Batch 1051/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.175 Epoch 53 Batch 1052/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.921, Loss: 0.150 Epoch 53 Batch 1053/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.921, Loss: 0.184 Epoch 53 Batch 1054/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.178 Epoch 53 Batch 1055/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.918, Loss: 0.163 Epoch 53 Batch 1056/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.149 Epoch 53 Batch 1057/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.922, Loss: 0.186 Epoch 53 Batch 1058/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.175 Epoch 53 Batch 1059/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.919, Loss: 0.197 Epoch 53 Batch 1060/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.146 Epoch 53 Batch 1061/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.919, Loss: 0.207 Epoch 53 Batch 1062/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.170 Epoch 53 Batch 1063/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.919, Loss: 0.167 Epoch 53 Batch 1064/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.156 Epoch 53 Batch 1065/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.176 Epoch 53 Batch 1066/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.166 Epoch 53 Batch 1067/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.925, Loss: 0.202 Epoch 53 Batch 1068/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.153 Epoch 53 Batch 1069/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.140 Epoch 53 Batch 1070/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.158 Epoch 53 Batch 1071/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.171 Epoch 53 Batch 1072/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.175 Epoch 53 Batch 1073/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.178 Epoch 53 Batch 1074/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.914, Loss: 0.201 Epoch 53 Batch 1075/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.912, Loss: 0.196 Epoch 54 Batch 0/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.147 Epoch 54 Batch 1/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.917, Loss: 0.151 Epoch 54 Batch 2/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.172 Epoch 54 Batch 3/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.160 Epoch 54 Batch 4/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.172 Epoch 54 Batch 5/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.199 Epoch 54 Batch 6/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.152 Epoch 54 Batch 7/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.927, Loss: 0.153 Epoch 54 Batch 8/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.159 Epoch 54 Batch 9/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.170 Epoch 54 Batch 10/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.921, Loss: 0.179 Epoch 54 Batch 11/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.925, Loss: 0.183 Epoch 54 Batch 12/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.159 Epoch 54 Batch 13/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.930, Loss: 0.182 Epoch 54 Batch 14/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.929, Loss: 0.145 Epoch 54 Batch 15/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.930, Loss: 0.151 Epoch 54 Batch 16/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.177 Epoch 54 Batch 17/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.925, Loss: 0.170 Epoch 54 Batch 18/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.175 Epoch 54 Batch 19/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.163 Epoch 54 Batch 20/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.924, Loss: 0.148 Epoch 54 Batch 21/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.200 Epoch 54 Batch 22/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.173 Epoch 54 Batch 23/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.162 Epoch 54 Batch 24/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.920, Loss: 0.162 Epoch 54 Batch 25/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.920, Loss: 0.155 Epoch 54 Batch 26/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.162 Epoch 54 Batch 27/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.921, Loss: 0.168 Epoch 54 Batch 28/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.921, Loss: 0.175 Epoch 54 Batch 29/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.154 Epoch 54 Batch 30/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.169 Epoch 54 Batch 31/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.183 Epoch 54 Batch 32/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.923, Loss: 0.160 Epoch 54 Batch 33/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.139 Epoch 54 Batch 34/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.178 Epoch 54 Batch 35/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.921, Loss: 0.167 Epoch 54 Batch 36/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.921, Loss: 0.161 Epoch 54 Batch 37/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.926, Loss: 0.171 Epoch 54 Batch 38/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.199 Epoch 54 Batch 39/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.926, Loss: 0.211 Epoch 54 Batch 40/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.163 Epoch 54 Batch 41/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.171 Epoch 54 Batch 42/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.921, Loss: 0.182 Epoch 54 Batch 43/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.137 Epoch 54 Batch 44/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.167 Epoch 54 Batch 45/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.920, Loss: 0.167 Epoch 54 Batch 46/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.920, Loss: 0.166 Epoch 54 Batch 47/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.921, Loss: 0.187 Epoch 54 Batch 48/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.928, Loss: 0.197 Epoch 54 Batch 49/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.179 Epoch 54 Batch 50/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.928, Loss: 0.157 Epoch 54 Batch 51/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.169 Epoch 54 Batch 52/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.186 Epoch 54 Batch 53/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.151 Epoch 54 Batch 54/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.203 Epoch 54 Batch 55/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.161 Epoch 54 Batch 56/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.165 Epoch 54 Batch 57/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.162 Epoch 54 Batch 58/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.148 Epoch 54 Batch 59/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.172 Epoch 54 Batch 60/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.153 Epoch 54 Batch 61/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.192 Epoch 54 Batch 62/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.176 Epoch 54 Batch 63/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.921, Loss: 0.157 Epoch 54 Batch 64/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.153 Epoch 54 Batch 65/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.921, Loss: 0.163 Epoch 54 Batch 66/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.130 Epoch 54 Batch 67/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.175 Epoch 54 Batch 68/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.182 Epoch 54 Batch 69/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.198 Epoch 54 Batch 70/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.189 Epoch 54 Batch 71/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.137 Epoch 54 Batch 72/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.160 Epoch 54 Batch 73/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.170 Epoch 54 Batch 74/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.914, Loss: 0.137 Epoch 54 Batch 75/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.209 Epoch 54 Batch 76/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.914, Loss: 0.148 Epoch 54 Batch 77/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.172 Epoch 54 Batch 78/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.918, Loss: 0.177 Epoch 54 Batch 79/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.923, Loss: 0.167 Epoch 54 Batch 80/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.171 Epoch 54 Batch 81/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.919, Loss: 0.160 Epoch 54 Batch 82/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.134 Epoch 54 Batch 83/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.172 Epoch 54 Batch 84/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.918, Loss: 0.174 Epoch 54 Batch 85/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.156 Epoch 54 Batch 86/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.167 Epoch 54 Batch 87/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.918, Loss: 0.205 Epoch 54 Batch 88/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.913, Loss: 0.199 Epoch 54 Batch 89/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.174 Epoch 54 Batch 90/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.169 Epoch 54 Batch 91/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.138 Epoch 54 Batch 92/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.157 Epoch 54 Batch 93/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.184 Epoch 54 Batch 94/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.162 Epoch 54 Batch 95/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.197 Epoch 54 Batch 96/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.172 Epoch 54 Batch 97/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.158 Epoch 54 Batch 98/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.169 Epoch 54 Batch 99/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.186 Epoch 54 Batch 100/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.177 Epoch 54 Batch 101/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.927, Loss: 0.170 Epoch 54 Batch 102/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.153 Epoch 54 Batch 103/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.929, Loss: 0.173 Epoch 54 Batch 104/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.157 Epoch 54 Batch 105/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.188 Epoch 54 Batch 106/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.196 Epoch 54 Batch 107/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.929, Loss: 0.189 Epoch 54 Batch 108/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.155 Epoch 54 Batch 109/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.169 Epoch 54 Batch 110/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.925, Loss: 0.136 Epoch 54 Batch 111/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.154 Epoch 54 Batch 112/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.163 Epoch 54 Batch 113/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.187 Epoch 54 Batch 114/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.156 Epoch 54 Batch 115/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.192 Epoch 54 Batch 116/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.923, Loss: 0.170 Epoch 54 Batch 117/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.176 Epoch 54 Batch 118/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.918, Loss: 0.170 Epoch 54 Batch 119/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.162 Epoch 54 Batch 120/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.197 Epoch 54 Batch 121/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.153 Epoch 54 Batch 122/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.923, Loss: 0.171 Epoch 54 Batch 123/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.157 Epoch 54 Batch 124/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.167 Epoch 54 Batch 125/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.164 Epoch 54 Batch 126/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.142 Epoch 54 Batch 127/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.168 Epoch 54 Batch 128/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.920, Loss: 0.160 Epoch 54 Batch 129/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.174 Epoch 54 Batch 130/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.154 Epoch 54 Batch 131/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.171 Epoch 54 Batch 132/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.182 Epoch 54 Batch 133/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.164 Epoch 54 Batch 134/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.924, Loss: 0.165 Epoch 54 Batch 135/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.929, Loss: 0.190 Epoch 54 Batch 136/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.162 Epoch 54 Batch 137/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.157 Epoch 54 Batch 138/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.934, Loss: 0.168 Epoch 54 Batch 139/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.181 Epoch 54 Batch 140/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.180 Epoch 54 Batch 141/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.162 Epoch 54 Batch 142/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.161 Epoch 54 Batch 143/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.924, Loss: 0.179 Epoch 54 Batch 144/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.215 Epoch 54 Batch 145/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.179 Epoch 54 Batch 146/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.219 Epoch 54 Batch 147/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.188 Epoch 54 Batch 148/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.180 Epoch 54 Batch 149/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.167 Epoch 54 Batch 150/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.162 Epoch 54 Batch 151/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.134 Epoch 54 Batch 152/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.218 Epoch 54 Batch 153/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.179 Epoch 54 Batch 154/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.168 Epoch 54 Batch 155/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.161 Epoch 54 Batch 156/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.157 Epoch 54 Batch 157/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.177 Epoch 54 Batch 158/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.174 Epoch 54 Batch 159/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.922, Loss: 0.124 Epoch 54 Batch 160/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.164 Epoch 54 Batch 161/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.170 Epoch 54 Batch 162/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.192 Epoch 54 Batch 163/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.181 Epoch 54 Batch 164/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.179 Epoch 54 Batch 165/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.147 Epoch 54 Batch 166/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.184 Epoch 54 Batch 167/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.163 Epoch 54 Batch 168/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.196 Epoch 54 Batch 169/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.175 Epoch 54 Batch 170/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.922, Loss: 0.198 Epoch 54 Batch 171/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.150 Epoch 54 Batch 172/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.168 Epoch 54 Batch 173/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.187 Epoch 54 Batch 174/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.161 Epoch 54 Batch 175/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.164 Epoch 54 Batch 176/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.152 Epoch 54 Batch 177/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.922, Loss: 0.176 Epoch 54 Batch 178/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.163 Epoch 54 Batch 179/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.917, Loss: 0.164 Epoch 54 Batch 180/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.144 Epoch 54 Batch 181/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.180 Epoch 54 Batch 182/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.180 Epoch 54 Batch 183/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.181 Epoch 54 Batch 184/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.927, Loss: 0.160 Epoch 54 Batch 185/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.170 Epoch 54 Batch 186/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.924, Loss: 0.170 Epoch 54 Batch 187/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.161 Epoch 54 Batch 188/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.924, Loss: 0.166 Epoch 54 Batch 189/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.152 Epoch 54 Batch 190/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.924, Loss: 0.159 Epoch 54 Batch 191/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.924, Loss: 0.125 Epoch 54 Batch 192/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.177 Epoch 54 Batch 193/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.171 Epoch 54 Batch 194/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.138 Epoch 54 Batch 195/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.155 Epoch 54 Batch 196/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.925, Loss: 0.166 Epoch 54 Batch 197/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.156 Epoch 54 Batch 198/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.179 Epoch 54 Batch 199/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.162 Epoch 54 Batch 200/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.169 Epoch 54 Batch 201/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.143 Epoch 54 Batch 202/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.916, Loss: 0.190 Epoch 54 Batch 203/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.153 Epoch 54 Batch 204/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.917, Loss: 0.230 Epoch 54 Batch 205/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.186 Epoch 54 Batch 206/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.916, Loss: 0.145 Epoch 54 Batch 207/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.916, Loss: 0.154 Epoch 54 Batch 208/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.190 Epoch 54 Batch 209/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.916, Loss: 0.118 Epoch 54 Batch 210/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.161 Epoch 54 Batch 211/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.916, Loss: 0.160 Epoch 54 Batch 212/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.152 Epoch 54 Batch 213/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.915, Loss: 0.145 Epoch 54 Batch 214/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.158 Epoch 54 Batch 215/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.180 Epoch 54 Batch 216/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.177 Epoch 54 Batch 217/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.919, Loss: 0.151 Epoch 54 Batch 218/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.918, Loss: 0.206 Epoch 54 Batch 219/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.165 Epoch 54 Batch 220/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.914, Loss: 0.166 Epoch 54 Batch 221/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.914, Loss: 0.164 Epoch 54 Batch 222/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.169 Epoch 54 Batch 223/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.925, Loss: 0.141 Epoch 54 Batch 224/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.167 Epoch 54 Batch 225/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.183 Epoch 54 Batch 226/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.176 Epoch 54 Batch 227/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.924, Loss: 0.193 Epoch 54 Batch 228/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.172 Epoch 54 Batch 229/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.915, Loss: 0.200 Epoch 54 Batch 230/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.159 Epoch 54 Batch 231/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.189 Epoch 54 Batch 232/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.914, Loss: 0.165 Epoch 54 Batch 233/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.199 Epoch 54 Batch 234/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.913, Loss: 0.190 Epoch 54 Batch 235/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.913, Loss: 0.180 Epoch 54 Batch 236/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.189 Epoch 54 Batch 237/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.158 Epoch 54 Batch 238/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.158 Epoch 54 Batch 239/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.915, Loss: 0.148 Epoch 54 Batch 240/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.917, Loss: 0.162 Epoch 54 Batch 241/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.917, Loss: 0.146 Epoch 54 Batch 242/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.166 Epoch 54 Batch 243/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.164 Epoch 54 Batch 244/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.160 Epoch 54 Batch 245/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.161 Epoch 54 Batch 246/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.167 Epoch 54 Batch 247/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.924, Loss: 0.159 Epoch 54 Batch 248/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.161 Epoch 54 Batch 249/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.165 Epoch 54 Batch 250/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.923, Loss: 0.160 Epoch 54 Batch 251/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.170 Epoch 54 Batch 252/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.176 Epoch 54 Batch 253/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.924, Loss: 0.174 Epoch 54 Batch 254/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.169 Epoch 54 Batch 255/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.167 Epoch 54 Batch 256/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.225 Epoch 54 Batch 257/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.178 Epoch 54 Batch 258/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.167 Epoch 54 Batch 259/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.183 Epoch 54 Batch 260/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.161 Epoch 54 Batch 261/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.170 Epoch 54 Batch 262/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.172 Epoch 54 Batch 263/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.911, Loss: 0.152 Epoch 54 Batch 264/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.182 Epoch 54 Batch 265/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.174 Epoch 54 Batch 266/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.185 Epoch 54 Batch 267/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.920, Loss: 0.154 Epoch 54 Batch 268/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.197 Epoch 54 Batch 269/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.226 Epoch 54 Batch 270/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.919, Loss: 0.198 Epoch 54 Batch 271/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.156 Epoch 54 Batch 272/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.917, Loss: 0.227 Epoch 54 Batch 273/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.157 Epoch 54 Batch 274/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.174 Epoch 54 Batch 275/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.922, Loss: 0.177 Epoch 54 Batch 276/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.922, Loss: 0.201 Epoch 54 Batch 277/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.917, Loss: 0.157 Epoch 54 Batch 278/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.912, Loss: 0.189 Epoch 54 Batch 279/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.912, Loss: 0.193 Epoch 54 Batch 280/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.186 Epoch 54 Batch 281/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.183 Epoch 54 Batch 282/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.226 Epoch 54 Batch 283/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.906, Loss: 0.186 Epoch 54 Batch 284/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.193 Epoch 54 Batch 285/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.910, Loss: 0.173 Epoch 54 Batch 286/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.165 Epoch 54 Batch 287/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.177 Epoch 54 Batch 288/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.185 Epoch 54 Batch 289/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.170 Epoch 54 Batch 290/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.922, Loss: 0.198 Epoch 54 Batch 291/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.205 Epoch 54 Batch 292/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.161 Epoch 54 Batch 293/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.927, Loss: 0.184 Epoch 54 Batch 294/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.925, Loss: 0.169 Epoch 54 Batch 295/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.925, Loss: 0.196 Epoch 54 Batch 296/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.149 Epoch 54 Batch 297/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.924, Loss: 0.204 Epoch 54 Batch 298/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.923, Loss: 0.191 Epoch 54 Batch 299/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.172 Epoch 54 Batch 300/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.924, Loss: 0.171 Epoch 54 Batch 301/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.924, Loss: 0.164 Epoch 54 Batch 302/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.168 Epoch 54 Batch 303/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.180 Epoch 54 Batch 304/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.175 Epoch 54 Batch 305/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.181 Epoch 54 Batch 306/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.933, Loss: 0.185 Epoch 54 Batch 307/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.167 Epoch 54 Batch 308/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.928, Loss: 0.180 Epoch 54 Batch 309/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.165 Epoch 54 Batch 310/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.194 Epoch 54 Batch 311/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.157 Epoch 54 Batch 312/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.200 Epoch 54 Batch 313/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.162 Epoch 54 Batch 314/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.165 Epoch 54 Batch 315/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.920, Loss: 0.166 Epoch 54 Batch 316/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.166 Epoch 54 Batch 317/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.918, Loss: 0.190 Epoch 54 Batch 318/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.167 Epoch 54 Batch 319/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.923, Loss: 0.175 Epoch 54 Batch 320/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.171 Epoch 54 Batch 321/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.916, Loss: 0.162 Epoch 54 Batch 322/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.144 Epoch 54 Batch 323/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.177 Epoch 54 Batch 324/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.911, Loss: 0.161 Epoch 54 Batch 325/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.160 Epoch 54 Batch 326/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.165 Epoch 54 Batch 327/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.188 Epoch 54 Batch 328/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.192 Epoch 54 Batch 329/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.914, Loss: 0.183 Epoch 54 Batch 330/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.155 Epoch 54 Batch 331/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.913, Loss: 0.166 Epoch 54 Batch 332/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.916, Loss: 0.144 Epoch 54 Batch 333/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.909, Loss: 0.159 Epoch 54 Batch 334/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.909, Loss: 0.160 Epoch 54 Batch 335/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.173 Epoch 54 Batch 336/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.200 Epoch 54 Batch 337/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.187 Epoch 54 Batch 338/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.921, Loss: 0.185 Epoch 54 Batch 339/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.161 Epoch 54 Batch 340/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.917, Loss: 0.162 Epoch 54 Batch 341/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.215 Epoch 54 Batch 342/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.152 Epoch 54 Batch 343/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.175 Epoch 54 Batch 344/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.917, Loss: 0.173 Epoch 54 Batch 345/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.176 Epoch 54 Batch 346/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.158 Epoch 54 Batch 347/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.160 Epoch 54 Batch 348/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.160 Epoch 54 Batch 349/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.183 Epoch 54 Batch 350/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.911, Loss: 0.165 Epoch 54 Batch 351/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.178 Epoch 54 Batch 352/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.921, Loss: 0.158 Epoch 54 Batch 353/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.921, Loss: 0.193 Epoch 54 Batch 354/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.213 Epoch 54 Batch 355/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.180 Epoch 54 Batch 356/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.921, Loss: 0.173 Epoch 54 Batch 357/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.163 Epoch 54 Batch 358/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.920, Loss: 0.204 Epoch 54 Batch 359/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.176 Epoch 54 Batch 360/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.914, Loss: 0.166 Epoch 54 Batch 361/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.172 Epoch 54 Batch 362/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.194 Epoch 54 Batch 363/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.176 Epoch 54 Batch 364/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.202 Epoch 54 Batch 365/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.167 Epoch 54 Batch 366/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.180 Epoch 54 Batch 367/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.156 Epoch 54 Batch 368/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.921, Loss: 0.163 Epoch 54 Batch 369/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.162 Epoch 54 Batch 370/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.168 Epoch 54 Batch 371/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.925, Loss: 0.156 Epoch 54 Batch 372/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.154 Epoch 54 Batch 373/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.924, Loss: 0.143 Epoch 54 Batch 374/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.924, Loss: 0.188 Epoch 54 Batch 375/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.166 Epoch 54 Batch 376/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.924, Loss: 0.167 Epoch 54 Batch 377/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.164 Epoch 54 Batch 378/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.148 Epoch 54 Batch 379/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.923, Loss: 0.194 Epoch 54 Batch 380/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.162 Epoch 54 Batch 381/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.207 Epoch 54 Batch 382/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.198 Epoch 54 Batch 383/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.172 Epoch 54 Batch 384/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.178 Epoch 54 Batch 385/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.166 Epoch 54 Batch 386/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.170 Epoch 54 Batch 387/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.157 Epoch 54 Batch 388/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.163 Epoch 54 Batch 389/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.172 Epoch 54 Batch 390/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.929, Loss: 0.183 Epoch 54 Batch 391/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.173 Epoch 54 Batch 392/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.195 Epoch 54 Batch 393/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.929, Loss: 0.157 Epoch 54 Batch 394/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.186 Epoch 54 Batch 395/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.930, Loss: 0.159 Epoch 54 Batch 396/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.930, Loss: 0.179 Epoch 54 Batch 397/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.930, Loss: 0.180 Epoch 54 Batch 398/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.177 Epoch 54 Batch 399/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.935, Loss: 0.180 Epoch 54 Batch 400/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.182 Epoch 54 Batch 401/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.165 Epoch 54 Batch 402/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.927, Loss: 0.156 Epoch 54 Batch 403/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.924, Loss: 0.206 Epoch 54 Batch 404/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.159 Epoch 54 Batch 405/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.195 Epoch 54 Batch 406/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.928, Loss: 0.157 Epoch 54 Batch 407/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.188 Epoch 54 Batch 408/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.188 Epoch 54 Batch 409/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.165 Epoch 54 Batch 410/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.923, Loss: 0.197 Epoch 54 Batch 411/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.170 Epoch 54 Batch 412/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.926, Loss: 0.166 Epoch 54 Batch 413/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.926, Loss: 0.172 Epoch 54 Batch 414/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.924, Loss: 0.186 Epoch 54 Batch 415/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.175 Epoch 54 Batch 416/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.163 Epoch 54 Batch 417/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.211 Epoch 54 Batch 418/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.918, Loss: 0.142 Epoch 54 Batch 419/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.172 Epoch 54 Batch 420/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.917, Loss: 0.170 Epoch 54 Batch 421/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.184 Epoch 54 Batch 422/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.922, Loss: 0.150 Epoch 54 Batch 423/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.193 Epoch 54 Batch 424/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.923, Loss: 0.164 Epoch 54 Batch 425/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.923, Loss: 0.169 Epoch 54 Batch 426/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.177 Epoch 54 Batch 427/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.154 Epoch 54 Batch 428/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.924, Loss: 0.156 Epoch 54 Batch 429/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.158 Epoch 54 Batch 430/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.168 Epoch 54 Batch 431/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.162 Epoch 54 Batch 432/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.173 Epoch 54 Batch 433/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.928, Loss: 0.166 Epoch 54 Batch 434/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.176 Epoch 54 Batch 435/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.925, Loss: 0.178 Epoch 54 Batch 436/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.162 Epoch 54 Batch 437/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.151 Epoch 54 Batch 438/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.921, Loss: 0.162 Epoch 54 Batch 439/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.193 Epoch 54 Batch 440/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.926, Loss: 0.188 Epoch 54 Batch 441/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.190 Epoch 54 Batch 442/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.168 Epoch 54 Batch 443/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.926, Loss: 0.135 Epoch 54 Batch 444/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.926, Loss: 0.186 Epoch 54 Batch 445/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.918, Loss: 0.191 Epoch 54 Batch 446/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.920, Loss: 0.136 Epoch 54 Batch 447/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.181 Epoch 54 Batch 448/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.920, Loss: 0.195 Epoch 54 Batch 449/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.187 Epoch 54 Batch 450/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.175 Epoch 54 Batch 451/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.184 Epoch 54 Batch 452/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.182 Epoch 54 Batch 453/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.914, Loss: 0.175 Epoch 54 Batch 454/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.183 Epoch 54 Batch 455/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.167 Epoch 54 Batch 456/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.917, Loss: 0.171 Epoch 54 Batch 457/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.917, Loss: 0.145 Epoch 54 Batch 458/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.917, Loss: 0.200 Epoch 54 Batch 459/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.160 Epoch 54 Batch 460/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.186 Epoch 54 Batch 461/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.177 Epoch 54 Batch 462/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.180 Epoch 54 Batch 463/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.166 Epoch 54 Batch 464/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.916, Loss: 0.162 Epoch 54 Batch 465/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.197 Epoch 54 Batch 466/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.164 Epoch 54 Batch 467/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.188 Epoch 54 Batch 468/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.920, Loss: 0.169 Epoch 54 Batch 469/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.162 Epoch 54 Batch 470/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.928, Loss: 0.169 Epoch 54 Batch 471/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.927, Loss: 0.154 Epoch 54 Batch 472/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.144 Epoch 54 Batch 473/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.174 Epoch 54 Batch 474/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.927, Loss: 0.166 Epoch 54 Batch 475/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.159 Epoch 54 Batch 476/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.167 Epoch 54 Batch 477/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.163 Epoch 54 Batch 478/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.168 Epoch 54 Batch 479/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.928, Loss: 0.186 Epoch 54 Batch 480/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.156 Epoch 54 Batch 481/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.168 Epoch 54 Batch 482/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.186 Epoch 54 Batch 483/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.211 Epoch 54 Batch 484/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.919, Loss: 0.199 Epoch 54 Batch 485/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.161 Epoch 54 Batch 486/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.913, Loss: 0.149 Epoch 54 Batch 487/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.913, Loss: 0.165 Epoch 54 Batch 488/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.183 Epoch 54 Batch 489/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.162 Epoch 54 Batch 490/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.911, Loss: 0.161 Epoch 54 Batch 491/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.179 Epoch 54 Batch 492/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.180 Epoch 54 Batch 493/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.909, Loss: 0.139 Epoch 54 Batch 494/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.154 Epoch 54 Batch 495/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.163 Epoch 54 Batch 496/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.165 Epoch 54 Batch 497/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.193 Epoch 54 Batch 498/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.911, Loss: 0.165 Epoch 54 Batch 499/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.911, Loss: 0.157 Epoch 54 Batch 500/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.911, Loss: 0.165 Epoch 54 Batch 501/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.152 Epoch 54 Batch 502/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.916, Loss: 0.148 Epoch 54 Batch 503/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.174 Epoch 54 Batch 504/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.174 Epoch 54 Batch 505/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.137 Epoch 54 Batch 506/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.169 Epoch 54 Batch 507/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.922, Loss: 0.171 Epoch 54 Batch 508/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.155 Epoch 54 Batch 509/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.185 Epoch 54 Batch 510/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.919, Loss: 0.155 Epoch 54 Batch 511/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.165 Epoch 54 Batch 512/1077 - Train Accuracy: 0.966, Validation Accuracy: 0.924, Loss: 0.160 Epoch 54 Batch 513/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.193 Epoch 54 Batch 514/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.924, Loss: 0.179 Epoch 54 Batch 515/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.922, Loss: 0.170 Epoch 54 Batch 516/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.163 Epoch 54 Batch 517/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.169 Epoch 54 Batch 518/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.171 Epoch 54 Batch 519/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.158 Epoch 54 Batch 520/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.920, Loss: 0.155 Epoch 54 Batch 521/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.166 Epoch 54 Batch 522/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.920, Loss: 0.192 Epoch 54 Batch 523/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.191 Epoch 54 Batch 524/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.190 Epoch 54 Batch 525/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.175 Epoch 54 Batch 526/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.157 Epoch 54 Batch 527/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.184 Epoch 54 Batch 528/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.156 Epoch 54 Batch 529/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.171 Epoch 54 Batch 530/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.180 Epoch 54 Batch 531/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.925, Loss: 0.151 Epoch 54 Batch 532/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.922, Loss: 0.174 Epoch 54 Batch 533/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.198 Epoch 54 Batch 534/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.173 Epoch 54 Batch 535/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.921, Loss: 0.165 Epoch 54 Batch 536/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.166 Epoch 54 Batch 537/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.925, Loss: 0.158 Epoch 54 Batch 538/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.139 Epoch 54 Batch 539/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.925, Loss: 0.191 Epoch 54 Batch 540/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.146 Epoch 54 Batch 541/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.175 Epoch 54 Batch 542/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.183 Epoch 54 Batch 543/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.170 Epoch 54 Batch 544/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.928, Loss: 0.136 Epoch 54 Batch 545/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.176 Epoch 54 Batch 546/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.179 Epoch 54 Batch 547/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.927, Loss: 0.167 Epoch 54 Batch 548/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.175 Epoch 54 Batch 549/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.196 Epoch 54 Batch 550/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.918, Loss: 0.173 Epoch 54 Batch 551/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.193 Epoch 54 Batch 552/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.170 Epoch 54 Batch 553/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.202 Epoch 54 Batch 554/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.921, Loss: 0.154 Epoch 54 Batch 555/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.171 Epoch 54 Batch 556/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.921, Loss: 0.152 Epoch 54 Batch 557/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.180 Epoch 54 Batch 558/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.153 Epoch 54 Batch 559/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.161 Epoch 54 Batch 560/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.915, Loss: 0.151 Epoch 54 Batch 561/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.142 Epoch 54 Batch 562/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.141 Epoch 54 Batch 563/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.915, Loss: 0.201 Epoch 54 Batch 564/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.200 Epoch 54 Batch 565/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.191 Epoch 54 Batch 566/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.917, Loss: 0.217 Epoch 54 Batch 567/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.915, Loss: 0.171 Epoch 54 Batch 568/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.169 Epoch 54 Batch 569/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.915, Loss: 0.166 Epoch 54 Batch 570/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.187 Epoch 54 Batch 571/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.156 Epoch 54 Batch 572/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.163 Epoch 54 Batch 573/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.171 Epoch 54 Batch 574/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.183 Epoch 54 Batch 575/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.162 Epoch 54 Batch 576/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.150 Epoch 54 Batch 577/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.176 Epoch 54 Batch 578/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.185 Epoch 54 Batch 579/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.148 Epoch 54 Batch 580/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.147 Epoch 54 Batch 581/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.926, Loss: 0.149 Epoch 54 Batch 582/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.922, Loss: 0.160 Epoch 54 Batch 583/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.921, Loss: 0.171 Epoch 54 Batch 584/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.156 Epoch 54 Batch 585/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.142 Epoch 54 Batch 586/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.159 Epoch 54 Batch 587/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.162 Epoch 54 Batch 588/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.165 Epoch 54 Batch 589/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.930, Loss: 0.161 Epoch 54 Batch 590/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.184 Epoch 54 Batch 591/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.169 Epoch 54 Batch 592/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.176 Epoch 54 Batch 593/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.186 Epoch 54 Batch 594/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.187 Epoch 54 Batch 595/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.179 Epoch 54 Batch 596/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.172 Epoch 54 Batch 597/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.179 Epoch 54 Batch 598/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.167 Epoch 54 Batch 599/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.236 Epoch 54 Batch 600/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.161 Epoch 54 Batch 601/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.179 Epoch 54 Batch 602/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.919, Loss: 0.173 Epoch 54 Batch 603/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.163 Epoch 54 Batch 604/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.208 Epoch 54 Batch 605/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.189 Epoch 54 Batch 606/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.149 Epoch 54 Batch 607/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.183 Epoch 54 Batch 608/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.184 Epoch 54 Batch 609/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.922, Loss: 0.166 Epoch 54 Batch 610/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.922, Loss: 0.187 Epoch 54 Batch 611/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.193 Epoch 54 Batch 612/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.148 Epoch 54 Batch 613/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.188 Epoch 54 Batch 614/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.173 Epoch 54 Batch 615/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.168 Epoch 54 Batch 616/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.181 Epoch 54 Batch 617/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.177 Epoch 54 Batch 618/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.924, Loss: 0.156 Epoch 54 Batch 619/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.924, Loss: 0.155 Epoch 54 Batch 620/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.152 Epoch 54 Batch 621/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.923, Loss: 0.177 Epoch 54 Batch 622/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.169 Epoch 54 Batch 623/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.923, Loss: 0.184 Epoch 54 Batch 624/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.156 Epoch 54 Batch 625/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.167 Epoch 54 Batch 626/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.147 Epoch 54 Batch 627/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.174 Epoch 54 Batch 628/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.164 Epoch 54 Batch 629/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.183 Epoch 54 Batch 630/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.920, Loss: 0.178 Epoch 54 Batch 631/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.179 Epoch 54 Batch 632/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.922, Loss: 0.168 Epoch 54 Batch 633/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.191 Epoch 54 Batch 634/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.149 Epoch 54 Batch 635/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.191 Epoch 54 Batch 636/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.163 Epoch 54 Batch 637/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.192 Epoch 54 Batch 638/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.927, Loss: 0.159 Epoch 54 Batch 639/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.182 Epoch 54 Batch 640/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.927, Loss: 0.164 Epoch 54 Batch 641/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.166 Epoch 54 Batch 642/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.176 Epoch 54 Batch 643/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.143 Epoch 54 Batch 644/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.156 Epoch 54 Batch 645/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.163 Epoch 54 Batch 646/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.167 Epoch 54 Batch 647/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.922, Loss: 0.179 Epoch 54 Batch 648/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.159 Epoch 54 Batch 649/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.172 Epoch 54 Batch 650/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.182 Epoch 54 Batch 651/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.149 Epoch 54 Batch 652/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.191 Epoch 54 Batch 653/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.186 Epoch 54 Batch 654/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.159 Epoch 54 Batch 655/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.916, Loss: 0.198 Epoch 54 Batch 656/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.920, Loss: 0.175 Epoch 54 Batch 657/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.175 Epoch 54 Batch 658/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.145 Epoch 54 Batch 659/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.166 Epoch 54 Batch 660/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.174 Epoch 54 Batch 661/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.147 Epoch 54 Batch 662/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.160 Epoch 54 Batch 663/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.154 Epoch 54 Batch 664/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.185 Epoch 54 Batch 665/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.171 Epoch 54 Batch 666/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.189 Epoch 54 Batch 667/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.169 Epoch 54 Batch 668/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.180 Epoch 54 Batch 669/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.157 Epoch 54 Batch 670/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.148 Epoch 54 Batch 671/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.924, Loss: 0.188 Epoch 54 Batch 672/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.923, Loss: 0.163 Epoch 54 Batch 673/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.173 Epoch 54 Batch 674/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.174 Epoch 54 Batch 675/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.195 Epoch 54 Batch 676/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.919, Loss: 0.166 Epoch 54 Batch 677/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.919, Loss: 0.200 Epoch 54 Batch 678/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.155 Epoch 54 Batch 679/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.174 Epoch 54 Batch 680/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.162 Epoch 54 Batch 681/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.160 Epoch 54 Batch 682/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.152 Epoch 54 Batch 683/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.156 Epoch 54 Batch 684/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.152 Epoch 54 Batch 685/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.166 Epoch 54 Batch 686/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.188 Epoch 54 Batch 687/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.192 Epoch 54 Batch 688/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.915, Loss: 0.165 Epoch 54 Batch 689/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.915, Loss: 0.147 Epoch 54 Batch 690/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.171 Epoch 54 Batch 691/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.196 Epoch 54 Batch 692/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.168 Epoch 54 Batch 693/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.209 Epoch 54 Batch 694/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.912, Loss: 0.180 Epoch 54 Batch 695/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.912, Loss: 0.155 Epoch 54 Batch 696/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.915, Loss: 0.185 Epoch 54 Batch 697/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.153 Epoch 54 Batch 698/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.156 Epoch 54 Batch 699/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.153 Epoch 54 Batch 700/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.162 Epoch 54 Batch 701/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.157 Epoch 54 Batch 702/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.201 Epoch 54 Batch 703/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.168 Epoch 54 Batch 704/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.916, Loss: 0.217 Epoch 54 Batch 705/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.169 Epoch 54 Batch 706/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.192 Epoch 54 Batch 707/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.161 Epoch 54 Batch 708/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.173 Epoch 54 Batch 709/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.917, Loss: 0.189 Epoch 54 Batch 710/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.159 Epoch 54 Batch 711/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.912, Loss: 0.190 Epoch 54 Batch 712/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.911, Loss: 0.155 Epoch 54 Batch 713/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.146 Epoch 54 Batch 714/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.168 Epoch 54 Batch 715/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.194 Epoch 54 Batch 716/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.919, Loss: 0.158 Epoch 54 Batch 717/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.923, Loss: 0.166 Epoch 54 Batch 718/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.183 Epoch 54 Batch 719/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.166 Epoch 54 Batch 720/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.188 Epoch 54 Batch 721/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.172 Epoch 54 Batch 722/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.146 Epoch 54 Batch 723/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.168 Epoch 54 Batch 724/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.931, Loss: 0.186 Epoch 54 Batch 725/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.150 Epoch 54 Batch 726/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.177 Epoch 54 Batch 727/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.926, Loss: 0.169 Epoch 54 Batch 728/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.170 Epoch 54 Batch 729/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.179 Epoch 54 Batch 730/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.189 Epoch 54 Batch 731/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.163 Epoch 54 Batch 732/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.174 Epoch 54 Batch 733/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.170 Epoch 54 Batch 734/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.918, Loss: 0.191 Epoch 54 Batch 735/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.923, Loss: 0.154 Epoch 54 Batch 736/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.165 Epoch 54 Batch 737/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.175 Epoch 54 Batch 738/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.143 Epoch 54 Batch 739/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.918, Loss: 0.167 Epoch 54 Batch 740/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.138 Epoch 54 Batch 741/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.208 Epoch 54 Batch 742/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.169 Epoch 54 Batch 743/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.920, Loss: 0.167 Epoch 54 Batch 744/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.153 Epoch 54 Batch 745/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.169 Epoch 54 Batch 746/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.922, Loss: 0.182 Epoch 54 Batch 747/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.147 Epoch 54 Batch 748/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.922, Loss: 0.153 Epoch 54 Batch 749/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.923, Loss: 0.179 Epoch 54 Batch 750/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.180 Epoch 54 Batch 751/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.175 Epoch 54 Batch 752/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.924, Loss: 0.155 Epoch 54 Batch 753/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.929, Loss: 0.172 Epoch 54 Batch 754/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.192 Epoch 54 Batch 755/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.175 Epoch 54 Batch 756/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.155 Epoch 54 Batch 757/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.187 Epoch 54 Batch 758/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.145 Epoch 54 Batch 759/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.147 Epoch 54 Batch 760/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.931, Loss: 0.177 Epoch 54 Batch 761/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.170 Epoch 54 Batch 762/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.156 Epoch 54 Batch 763/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.163 Epoch 54 Batch 764/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.928, Loss: 0.178 Epoch 54 Batch 765/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.928, Loss: 0.165 Epoch 54 Batch 766/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.189 Epoch 54 Batch 767/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.150 Epoch 54 Batch 768/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.165 Epoch 54 Batch 769/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.171 Epoch 54 Batch 770/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.927, Loss: 0.174 Epoch 54 Batch 771/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.927, Loss: 0.188 Epoch 54 Batch 772/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.923, Loss: 0.154 Epoch 54 Batch 773/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.925, Loss: 0.146 Epoch 54 Batch 774/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.930, Loss: 0.173 Epoch 54 Batch 775/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.170 Epoch 54 Batch 776/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.156 Epoch 54 Batch 777/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.932, Loss: 0.173 Epoch 54 Batch 778/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.157 Epoch 54 Batch 779/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.156 Epoch 54 Batch 780/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.926, Loss: 0.211 Epoch 54 Batch 781/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.928, Loss: 0.136 Epoch 54 Batch 782/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.142 Epoch 54 Batch 783/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.183 Epoch 54 Batch 784/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.153 Epoch 54 Batch 785/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.926, Loss: 0.157 Epoch 54 Batch 786/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.160 Epoch 54 Batch 787/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.168 Epoch 54 Batch 788/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.921, Loss: 0.142 Epoch 54 Batch 789/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.921, Loss: 0.182 Epoch 54 Batch 790/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.922, Loss: 0.178 Epoch 54 Batch 791/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.170 Epoch 54 Batch 792/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.190 Epoch 54 Batch 793/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.176 Epoch 54 Batch 794/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.923, Loss: 0.172 Epoch 54 Batch 795/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.186 Epoch 54 Batch 796/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.169 Epoch 54 Batch 797/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.151 Epoch 54 Batch 798/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.144 Epoch 54 Batch 799/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.926, Loss: 0.184 Epoch 54 Batch 800/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.925, Loss: 0.171 Epoch 54 Batch 801/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.179 Epoch 54 Batch 802/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.195 Epoch 54 Batch 803/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.181 Epoch 54 Batch 804/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.146 Epoch 54 Batch 805/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.917, Loss: 0.168 Epoch 54 Batch 806/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.154 Epoch 54 Batch 807/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.148 Epoch 54 Batch 808/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.918, Loss: 0.201 Epoch 54 Batch 809/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.196 Epoch 54 Batch 810/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.160 Epoch 54 Batch 811/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.167 Epoch 54 Batch 812/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.186 Epoch 54 Batch 813/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.166 Epoch 54 Batch 814/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.192 Epoch 54 Batch 815/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.174 Epoch 54 Batch 816/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.165 Epoch 54 Batch 817/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.195 Epoch 54 Batch 818/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.175 Epoch 54 Batch 819/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.163 Epoch 54 Batch 820/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.923, Loss: 0.165 Epoch 54 Batch 821/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.923, Loss: 0.176 Epoch 54 Batch 822/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.923, Loss: 0.159 Epoch 54 Batch 823/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.174 Epoch 54 Batch 824/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.160 Epoch 54 Batch 825/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.142 Epoch 54 Batch 826/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.174 Epoch 54 Batch 827/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.168 Epoch 54 Batch 828/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.159 Epoch 54 Batch 829/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.923, Loss: 0.194 Epoch 54 Batch 830/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.928, Loss: 0.162 Epoch 54 Batch 831/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.928, Loss: 0.174 Epoch 54 Batch 832/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.929, Loss: 0.168 Epoch 54 Batch 833/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.168 Epoch 54 Batch 834/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.162 Epoch 54 Batch 835/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.158 Epoch 54 Batch 836/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.170 Epoch 54 Batch 837/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.209 Epoch 54 Batch 838/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.928, Loss: 0.158 Epoch 54 Batch 839/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.144 Epoch 54 Batch 840/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.153 Epoch 54 Batch 841/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.180 Epoch 54 Batch 842/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.162 Epoch 54 Batch 843/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.141 Epoch 54 Batch 844/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.151 Epoch 54 Batch 845/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.176 Epoch 54 Batch 846/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.928, Loss: 0.184 Epoch 54 Batch 847/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.928, Loss: 0.179 Epoch 54 Batch 848/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.924, Loss: 0.152 Epoch 54 Batch 849/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.148 Epoch 54 Batch 850/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.192 Epoch 54 Batch 851/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.177 Epoch 54 Batch 852/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.924, Loss: 0.199 Epoch 54 Batch 853/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.924, Loss: 0.150 Epoch 54 Batch 854/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.176 Epoch 54 Batch 855/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.158 Epoch 54 Batch 856/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.177 Epoch 54 Batch 857/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.165 Epoch 54 Batch 858/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.159 Epoch 54 Batch 859/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.181 Epoch 54 Batch 860/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.165 Epoch 54 Batch 861/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.928, Loss: 0.157 Epoch 54 Batch 862/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.928, Loss: 0.178 Epoch 54 Batch 863/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.154 Epoch 54 Batch 864/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.180 Epoch 54 Batch 865/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.168 Epoch 54 Batch 866/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.922, Loss: 0.173 Epoch 54 Batch 867/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.922, Loss: 0.220 Epoch 54 Batch 868/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.174 Epoch 54 Batch 869/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.187 Epoch 54 Batch 870/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.171 Epoch 54 Batch 871/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.163 Epoch 54 Batch 872/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.922, Loss: 0.155 Epoch 54 Batch 873/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.162 Epoch 54 Batch 874/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.181 Epoch 54 Batch 875/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.186 Epoch 54 Batch 876/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.918, Loss: 0.171 Epoch 54 Batch 877/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.157 Epoch 54 Batch 878/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.159 Epoch 54 Batch 879/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.135 Epoch 54 Batch 880/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.160 Epoch 54 Batch 881/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.180 Epoch 54 Batch 882/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.160 Epoch 54 Batch 883/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.209 Epoch 54 Batch 884/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.922, Loss: 0.156 Epoch 54 Batch 885/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.146 Epoch 54 Batch 886/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.165 Epoch 54 Batch 887/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.920, Loss: 0.183 Epoch 54 Batch 888/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.166 Epoch 54 Batch 889/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.171 Epoch 54 Batch 890/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.157 Epoch 54 Batch 891/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.169 Epoch 54 Batch 892/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.138 Epoch 54 Batch 893/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.163 Epoch 54 Batch 894/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.917, Loss: 0.166 Epoch 54 Batch 895/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.165 Epoch 54 Batch 896/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.200 Epoch 54 Batch 897/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.155 Epoch 54 Batch 898/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.154 Epoch 54 Batch 899/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.163 Epoch 54 Batch 900/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.185 Epoch 54 Batch 901/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.929, Loss: 0.213 Epoch 54 Batch 902/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.930, Loss: 0.172 Epoch 54 Batch 903/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.930, Loss: 0.168 Epoch 54 Batch 904/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.929, Loss: 0.163 Epoch 54 Batch 905/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.142 Epoch 54 Batch 906/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.930, Loss: 0.180 Epoch 54 Batch 907/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.930, Loss: 0.182 Epoch 54 Batch 908/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.172 Epoch 54 Batch 909/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.926, Loss: 0.179 Epoch 54 Batch 910/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.165 Epoch 54 Batch 911/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.177 Epoch 54 Batch 912/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.170 Epoch 54 Batch 913/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.205 Epoch 54 Batch 914/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.207 Epoch 54 Batch 915/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.923, Loss: 0.169 Epoch 54 Batch 916/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.174 Epoch 54 Batch 917/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.155 Epoch 54 Batch 918/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.170 Epoch 54 Batch 919/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.916, Loss: 0.156 Epoch 54 Batch 920/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.166 Epoch 54 Batch 921/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.185 Epoch 54 Batch 922/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.156 Epoch 54 Batch 923/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.180 Epoch 54 Batch 924/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.924, Loss: 0.182 Epoch 54 Batch 925/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.172 Epoch 54 Batch 926/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.919, Loss: 0.167 Epoch 54 Batch 927/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.174 Epoch 54 Batch 928/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.181 Epoch 54 Batch 929/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.922, Loss: 0.176 Epoch 54 Batch 930/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.150 Epoch 54 Batch 931/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.161 Epoch 54 Batch 932/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.170 Epoch 54 Batch 933/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.190 Epoch 54 Batch 934/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.922, Loss: 0.183 Epoch 54 Batch 935/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.170 Epoch 54 Batch 936/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.170 Epoch 54 Batch 937/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.194 Epoch 54 Batch 938/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.210 Epoch 54 Batch 939/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.195 Epoch 54 Batch 940/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.922, Loss: 0.157 Epoch 54 Batch 941/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.159 Epoch 54 Batch 942/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.176 Epoch 54 Batch 943/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.168 Epoch 54 Batch 944/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.161 Epoch 54 Batch 945/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.918, Loss: 0.143 Epoch 54 Batch 946/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.916, Loss: 0.164 Epoch 54 Batch 947/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.916, Loss: 0.190 Epoch 54 Batch 948/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.161 Epoch 54 Batch 949/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.916, Loss: 0.137 Epoch 54 Batch 950/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.157 Epoch 54 Batch 951/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.176 Epoch 54 Batch 952/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.915, Loss: 0.159 Epoch 54 Batch 953/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.915, Loss: 0.159 Epoch 54 Batch 954/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.172 Epoch 54 Batch 955/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.189 Epoch 54 Batch 956/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.186 Epoch 54 Batch 957/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.919, Loss: 0.186 Epoch 54 Batch 958/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.170 Epoch 54 Batch 959/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.162 Epoch 54 Batch 960/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.168 Epoch 54 Batch 961/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.168 Epoch 54 Batch 962/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.176 Epoch 54 Batch 963/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.197 Epoch 54 Batch 964/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.909, Loss: 0.148 Epoch 54 Batch 965/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.197 Epoch 54 Batch 966/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.150 Epoch 54 Batch 967/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.177 Epoch 54 Batch 968/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.911, Loss: 0.204 Epoch 54 Batch 969/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.910, Loss: 0.213 Epoch 54 Batch 970/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.908, Loss: 0.171 Epoch 54 Batch 971/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.908, Loss: 0.191 Epoch 54 Batch 972/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.163 Epoch 54 Batch 973/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.908, Loss: 0.143 Epoch 54 Batch 974/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.908, Loss: 0.163 Epoch 54 Batch 975/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.909, Loss: 0.174 Epoch 54 Batch 976/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.166 Epoch 54 Batch 977/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.159 Epoch 54 Batch 978/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.176 Epoch 54 Batch 979/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.172 Epoch 54 Batch 980/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.183 Epoch 54 Batch 981/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.914, Loss: 0.177 Epoch 54 Batch 982/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.173 Epoch 54 Batch 983/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.181 Epoch 54 Batch 984/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.189 Epoch 54 Batch 985/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.163 Epoch 54 Batch 986/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.168 Epoch 54 Batch 987/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.917, Loss: 0.184 Epoch 54 Batch 988/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.168 Epoch 54 Batch 989/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.193 Epoch 54 Batch 990/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.195 Epoch 54 Batch 991/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.177 Epoch 54 Batch 992/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.911, Loss: 0.153 Epoch 54 Batch 993/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.911, Loss: 0.159 Epoch 54 Batch 994/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.187 Epoch 54 Batch 995/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.149 Epoch 54 Batch 996/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.173 Epoch 54 Batch 997/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.176 Epoch 54 Batch 998/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.165 Epoch 54 Batch 999/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.173 Epoch 54 Batch 1000/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.150 Epoch 54 Batch 1001/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.915, Loss: 0.148 Epoch 54 Batch 1002/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.143 Epoch 54 Batch 1003/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.172 Epoch 54 Batch 1004/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.185 Epoch 54 Batch 1005/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.169 Epoch 54 Batch 1006/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.148 Epoch 54 Batch 1007/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.914, Loss: 0.166 Epoch 54 Batch 1008/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.191 Epoch 54 Batch 1009/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.912, Loss: 0.149 Epoch 54 Batch 1010/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.911, Loss: 0.171 Epoch 54 Batch 1011/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.912, Loss: 0.171 Epoch 54 Batch 1012/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.143 Epoch 54 Batch 1013/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.911, Loss: 0.151 Epoch 54 Batch 1014/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.157 Epoch 54 Batch 1015/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.201 Epoch 54 Batch 1016/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.187 Epoch 54 Batch 1017/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.174 Epoch 54 Batch 1018/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.920, Loss: 0.175 Epoch 54 Batch 1019/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.197 Epoch 54 Batch 1020/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.918, Loss: 0.147 Epoch 54 Batch 1021/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.155 Epoch 54 Batch 1022/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.141 Epoch 54 Batch 1023/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.149 Epoch 54 Batch 1024/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.194 Epoch 54 Batch 1025/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.162 Epoch 54 Batch 1026/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.177 Epoch 54 Batch 1027/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.917, Loss: 0.177 Epoch 54 Batch 1028/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.161 Epoch 54 Batch 1029/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.171 Epoch 54 Batch 1030/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.922, Loss: 0.180 Epoch 54 Batch 1031/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.188 Epoch 54 Batch 1032/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.186 Epoch 54 Batch 1033/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.163 Epoch 54 Batch 1034/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.173 Epoch 54 Batch 1035/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.920, Loss: 0.137 Epoch 54 Batch 1036/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.189 Epoch 54 Batch 1037/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.170 Epoch 54 Batch 1038/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.918, Loss: 0.174 Epoch 54 Batch 1039/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.157 Epoch 54 Batch 1040/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.174 Epoch 54 Batch 1041/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.177 Epoch 54 Batch 1042/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.915, Loss: 0.170 Epoch 54 Batch 1043/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.172 Epoch 54 Batch 1044/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.183 Epoch 54 Batch 1045/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.165 Epoch 54 Batch 1046/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.134 Epoch 54 Batch 1047/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.920, Loss: 0.156 Epoch 54 Batch 1048/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.157 Epoch 54 Batch 1049/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.188 Epoch 54 Batch 1050/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.161 Epoch 54 Batch 1051/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.177 Epoch 54 Batch 1052/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.158 Epoch 54 Batch 1053/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.922, Loss: 0.180 Epoch 54 Batch 1054/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.162 Epoch 54 Batch 1055/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.177 Epoch 54 Batch 1056/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.167 Epoch 54 Batch 1057/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.920, Loss: 0.187 Epoch 54 Batch 1058/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.168 Epoch 54 Batch 1059/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.925, Loss: 0.188 Epoch 54 Batch 1060/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.138 Epoch 54 Batch 1061/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.927, Loss: 0.207 Epoch 54 Batch 1062/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.927, Loss: 0.171 Epoch 54 Batch 1063/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.927, Loss: 0.183 Epoch 54 Batch 1064/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.156 Epoch 54 Batch 1065/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.164 Epoch 54 Batch 1066/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.149 Epoch 54 Batch 1067/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.186 Epoch 54 Batch 1068/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.150 Epoch 54 Batch 1069/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.144 Epoch 54 Batch 1070/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.157 Epoch 54 Batch 1071/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.167 Epoch 54 Batch 1072/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.158 Epoch 54 Batch 1073/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.924, Loss: 0.188 Epoch 54 Batch 1074/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.189 Epoch 54 Batch 1075/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.185 Epoch 55 Batch 0/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.157 Epoch 55 Batch 1/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.920, Loss: 0.161 Epoch 55 Batch 2/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.915, Loss: 0.160 Epoch 55 Batch 3/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.915, Loss: 0.162 Epoch 55 Batch 4/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.168 Epoch 55 Batch 5/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.199 Epoch 55 Batch 6/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.174 Epoch 55 Batch 7/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.919, Loss: 0.150 Epoch 55 Batch 8/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.153 Epoch 55 Batch 9/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.156 Epoch 55 Batch 10/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.922, Loss: 0.177 Epoch 55 Batch 11/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.182 Epoch 55 Batch 12/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.183 Epoch 55 Batch 13/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.927, Loss: 0.177 Epoch 55 Batch 14/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.932, Loss: 0.134 Epoch 55 Batch 15/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.932, Loss: 0.147 Epoch 55 Batch 16/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.931, Loss: 0.172 Epoch 55 Batch 17/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.931, Loss: 0.181 Epoch 55 Batch 18/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.164 Epoch 55 Batch 19/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.168 Epoch 55 Batch 20/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.140 Epoch 55 Batch 21/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.173 Epoch 55 Batch 22/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.164 Epoch 55 Batch 23/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.162 Epoch 55 Batch 24/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.165 Epoch 55 Batch 25/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.921, Loss: 0.143 Epoch 55 Batch 26/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.921, Loss: 0.179 Epoch 55 Batch 27/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.156 Epoch 55 Batch 28/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.921, Loss: 0.169 Epoch 55 Batch 29/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.148 Epoch 55 Batch 30/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.157 Epoch 55 Batch 31/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.176 Epoch 55 Batch 32/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.142 Epoch 55 Batch 33/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.138 Epoch 55 Batch 34/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.164 Epoch 55 Batch 35/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.921, Loss: 0.163 Epoch 55 Batch 36/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.168 Epoch 55 Batch 37/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.925, Loss: 0.162 Epoch 55 Batch 38/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.174 Epoch 55 Batch 39/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.214 Epoch 55 Batch 40/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.161 Epoch 55 Batch 41/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.161 Epoch 55 Batch 42/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.184 Epoch 55 Batch 43/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.148 Epoch 55 Batch 44/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.926, Loss: 0.162 Epoch 55 Batch 45/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.931, Loss: 0.182 Epoch 55 Batch 46/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.182 Epoch 55 Batch 47/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.202 Epoch 55 Batch 48/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.180 Epoch 55 Batch 49/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.184 Epoch 55 Batch 50/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.927, Loss: 0.153 Epoch 55 Batch 51/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.154 Epoch 55 Batch 52/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.168 Epoch 55 Batch 53/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.159 Epoch 55 Batch 54/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.928, Loss: 0.199 Epoch 55 Batch 55/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.174 Epoch 55 Batch 56/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.153 Epoch 55 Batch 57/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.924, Loss: 0.149 Epoch 55 Batch 58/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.160 Epoch 55 Batch 59/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.924, Loss: 0.190 Epoch 55 Batch 60/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.144 Epoch 55 Batch 61/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.180 Epoch 55 Batch 62/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.175 Epoch 55 Batch 63/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.922, Loss: 0.144 Epoch 55 Batch 64/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.140 Epoch 55 Batch 65/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.158 Epoch 55 Batch 66/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.162 Epoch 55 Batch 67/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.922, Loss: 0.169 Epoch 55 Batch 68/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.921, Loss: 0.182 Epoch 55 Batch 69/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.212 Epoch 55 Batch 70/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.163 Epoch 55 Batch 71/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.154 Epoch 55 Batch 72/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.151 Epoch 55 Batch 73/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.918, Loss: 0.178 Epoch 55 Batch 74/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.156 Epoch 55 Batch 75/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.205 Epoch 55 Batch 76/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.916, Loss: 0.150 Epoch 55 Batch 77/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.916, Loss: 0.163 Epoch 55 Batch 78/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.915, Loss: 0.175 Epoch 55 Batch 79/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.915, Loss: 0.153 Epoch 55 Batch 80/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.174 Epoch 55 Batch 81/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.155 Epoch 55 Batch 82/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.135 Epoch 55 Batch 83/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.165 Epoch 55 Batch 84/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.911, Loss: 0.163 Epoch 55 Batch 85/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.154 Epoch 55 Batch 86/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.159 Epoch 55 Batch 87/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.195 Epoch 55 Batch 88/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.184 Epoch 55 Batch 89/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.172 Epoch 55 Batch 90/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.163 Epoch 55 Batch 91/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.916, Loss: 0.148 Epoch 55 Batch 92/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.169 Epoch 55 Batch 93/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.170 Epoch 55 Batch 94/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.915, Loss: 0.169 Epoch 55 Batch 95/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.182 Epoch 55 Batch 96/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.166 Epoch 55 Batch 97/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.172 Epoch 55 Batch 98/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.172 Epoch 55 Batch 99/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.178 Epoch 55 Batch 100/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.930, Loss: 0.161 Epoch 55 Batch 101/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.161 Epoch 55 Batch 102/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.156 Epoch 55 Batch 103/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.195 Epoch 55 Batch 104/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.174 Epoch 55 Batch 105/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.159 Epoch 55 Batch 106/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.201 Epoch 55 Batch 107/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.181 Epoch 55 Batch 108/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.146 Epoch 55 Batch 109/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.174 Epoch 55 Batch 110/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.141 Epoch 55 Batch 111/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.166 Epoch 55 Batch 112/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.159 Epoch 55 Batch 113/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.182 Epoch 55 Batch 114/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.165 Epoch 55 Batch 115/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.191 Epoch 55 Batch 116/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.182 Epoch 55 Batch 117/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.181 Epoch 55 Batch 118/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.923, Loss: 0.170 Epoch 55 Batch 119/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.181 Epoch 55 Batch 120/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.215 Epoch 55 Batch 121/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.144 Epoch 55 Batch 122/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.915, Loss: 0.176 Epoch 55 Batch 123/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.133 Epoch 55 Batch 124/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.176 Epoch 55 Batch 125/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.166 Epoch 55 Batch 126/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.141 Epoch 55 Batch 127/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.154 Epoch 55 Batch 128/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.909, Loss: 0.161 Epoch 55 Batch 129/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.153 Epoch 55 Batch 130/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.163 Epoch 55 Batch 131/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.159 Epoch 55 Batch 132/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.181 Epoch 55 Batch 133/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.912, Loss: 0.171 Epoch 55 Batch 134/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.919, Loss: 0.139 Epoch 55 Batch 135/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.182 Epoch 55 Batch 136/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.157 Epoch 55 Batch 137/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.133 Epoch 55 Batch 138/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.155 Epoch 55 Batch 139/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.164 Epoch 55 Batch 140/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.919, Loss: 0.177 Epoch 55 Batch 141/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.918, Loss: 0.165 Epoch 55 Batch 142/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.164 Epoch 55 Batch 143/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.922, Loss: 0.177 Epoch 55 Batch 144/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.171 Epoch 55 Batch 145/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.180 Epoch 55 Batch 146/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.228 Epoch 55 Batch 147/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.923, Loss: 0.169 Epoch 55 Batch 148/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.174 Epoch 55 Batch 149/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.173 Epoch 55 Batch 150/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.156 Epoch 55 Batch 151/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.142 Epoch 55 Batch 152/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.198 Epoch 55 Batch 153/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.184 Epoch 55 Batch 154/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.928, Loss: 0.180 Epoch 55 Batch 155/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.170 Epoch 55 Batch 156/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.175 Epoch 55 Batch 157/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.162 Epoch 55 Batch 158/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.167 Epoch 55 Batch 159/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.145 Epoch 55 Batch 160/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.124 Epoch 55 Batch 161/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.170 Epoch 55 Batch 162/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.174 Epoch 55 Batch 163/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.189 Epoch 55 Batch 164/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.181 Epoch 55 Batch 165/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.153 Epoch 55 Batch 166/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.174 Epoch 55 Batch 167/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.143 Epoch 55 Batch 168/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.163 Epoch 55 Batch 169/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.181 Epoch 55 Batch 170/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.924, Loss: 0.176 Epoch 55 Batch 171/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.924, Loss: 0.157 Epoch 55 Batch 172/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.162 Epoch 55 Batch 173/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.173 Epoch 55 Batch 174/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.159 Epoch 55 Batch 175/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.163 Epoch 55 Batch 176/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.151 Epoch 55 Batch 177/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.925, Loss: 0.165 Epoch 55 Batch 178/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.152 Epoch 55 Batch 179/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.177 Epoch 55 Batch 180/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.156 Epoch 55 Batch 181/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.928, Loss: 0.184 Epoch 55 Batch 182/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.928, Loss: 0.166 Epoch 55 Batch 183/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.174 Epoch 55 Batch 184/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.160 Epoch 55 Batch 185/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.180 Epoch 55 Batch 186/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.179 Epoch 55 Batch 187/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.154 Epoch 55 Batch 188/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.170 Epoch 55 Batch 189/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.151 Epoch 55 Batch 190/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.157 Epoch 55 Batch 191/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.141 Epoch 55 Batch 192/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.169 Epoch 55 Batch 193/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.180 Epoch 55 Batch 194/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.147 Epoch 55 Batch 195/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.160 Epoch 55 Batch 196/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.918, Loss: 0.165 Epoch 55 Batch 197/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.918, Loss: 0.165 Epoch 55 Batch 198/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.917, Loss: 0.180 Epoch 55 Batch 199/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.141 Epoch 55 Batch 200/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.168 Epoch 55 Batch 201/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.142 Epoch 55 Batch 202/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.914, Loss: 0.160 Epoch 55 Batch 203/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.914, Loss: 0.157 Epoch 55 Batch 204/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.915, Loss: 0.235 Epoch 55 Batch 205/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.197 Epoch 55 Batch 206/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.161 Epoch 55 Batch 207/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.159 Epoch 55 Batch 208/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.199 Epoch 55 Batch 209/1077 - Train Accuracy: 0.965, Validation Accuracy: 0.923, Loss: 0.130 Epoch 55 Batch 210/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.177 Epoch 55 Batch 211/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.923, Loss: 0.153 Epoch 55 Batch 212/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.156 Epoch 55 Batch 213/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.912, Loss: 0.138 Epoch 55 Batch 214/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.168 Epoch 55 Batch 215/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.188 Epoch 55 Batch 216/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.168 Epoch 55 Batch 217/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.139 Epoch 55 Batch 218/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.202 Epoch 55 Batch 219/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.158 Epoch 55 Batch 220/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.175 Epoch 55 Batch 221/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.158 Epoch 55 Batch 222/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.917, Loss: 0.175 Epoch 55 Batch 223/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.917, Loss: 0.141 Epoch 55 Batch 224/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.168 Epoch 55 Batch 225/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.191 Epoch 55 Batch 226/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.161 Epoch 55 Batch 227/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.918, Loss: 0.186 Epoch 55 Batch 228/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.172 Epoch 55 Batch 229/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.924, Loss: 0.165 Epoch 55 Batch 230/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.142 Epoch 55 Batch 231/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.197 Epoch 55 Batch 232/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.924, Loss: 0.165 Epoch 55 Batch 233/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.197 Epoch 55 Batch 234/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.924, Loss: 0.170 Epoch 55 Batch 235/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.181 Epoch 55 Batch 236/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.178 Epoch 55 Batch 237/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.152 Epoch 55 Batch 238/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.927, Loss: 0.164 Epoch 55 Batch 239/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.927, Loss: 0.132 Epoch 55 Batch 240/1077 - Train Accuracy: 0.964, Validation Accuracy: 0.928, Loss: 0.155 Epoch 55 Batch 241/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.138 Epoch 55 Batch 242/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.140 Epoch 55 Batch 243/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.189 Epoch 55 Batch 244/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.180 Epoch 55 Batch 245/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.932, Loss: 0.145 Epoch 55 Batch 246/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.931, Loss: 0.172 Epoch 55 Batch 247/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.932, Loss: 0.161 Epoch 55 Batch 248/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.931, Loss: 0.163 Epoch 55 Batch 249/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.172 Epoch 55 Batch 250/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.934, Loss: 0.151 Epoch 55 Batch 251/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.158 Epoch 55 Batch 252/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.154 Epoch 55 Batch 253/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.928, Loss: 0.160 Epoch 55 Batch 254/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.176 Epoch 55 Batch 255/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.150 Epoch 55 Batch 256/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.208 Epoch 55 Batch 257/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.157 Epoch 55 Batch 258/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.159 Epoch 55 Batch 259/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.149 Epoch 55 Batch 260/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.140 Epoch 55 Batch 261/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.154 Epoch 55 Batch 262/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.150 Epoch 55 Batch 263/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.923, Loss: 0.144 Epoch 55 Batch 264/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.187 Epoch 55 Batch 265/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.163 Epoch 55 Batch 266/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.922, Loss: 0.181 Epoch 55 Batch 267/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.923, Loss: 0.144 Epoch 55 Batch 268/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.168 Epoch 55 Batch 269/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.918, Loss: 0.178 Epoch 55 Batch 270/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.917, Loss: 0.194 Epoch 55 Batch 271/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.144 Epoch 55 Batch 272/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.919, Loss: 0.213 Epoch 55 Batch 273/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.159 Epoch 55 Batch 274/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.173 Epoch 55 Batch 275/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.157 Epoch 55 Batch 276/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.929, Loss: 0.205 Epoch 55 Batch 277/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.923, Loss: 0.153 Epoch 55 Batch 278/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.919, Loss: 0.186 Epoch 55 Batch 279/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.202 Epoch 55 Batch 280/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.913, Loss: 0.178 Epoch 55 Batch 281/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.175 Epoch 55 Batch 282/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.914, Loss: 0.200 Epoch 55 Batch 283/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.913, Loss: 0.177 Epoch 55 Batch 284/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.172 Epoch 55 Batch 285/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.181 Epoch 55 Batch 286/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.158 Epoch 55 Batch 287/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.162 Epoch 55 Batch 288/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.169 Epoch 55 Batch 289/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.178 Epoch 55 Batch 290/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.918, Loss: 0.192 Epoch 55 Batch 291/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.187 Epoch 55 Batch 292/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.175 Epoch 55 Batch 293/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.916, Loss: 0.180 Epoch 55 Batch 294/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.146 Epoch 55 Batch 295/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.923, Loss: 0.192 Epoch 55 Batch 296/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.162 Epoch 55 Batch 297/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.923, Loss: 0.200 Epoch 55 Batch 298/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.199 Epoch 55 Batch 299/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.927, Loss: 0.140 Epoch 55 Batch 300/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.926, Loss: 0.153 Epoch 55 Batch 301/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.926, Loss: 0.157 Epoch 55 Batch 302/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.927, Loss: 0.160 Epoch 55 Batch 303/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.179 Epoch 55 Batch 304/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.929, Loss: 0.149 Epoch 55 Batch 305/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.178 Epoch 55 Batch 306/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.176 Epoch 55 Batch 307/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.158 Epoch 55 Batch 308/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.187 Epoch 55 Batch 309/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.921, Loss: 0.151 Epoch 55 Batch 310/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.173 Epoch 55 Batch 311/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.150 Epoch 55 Batch 312/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.921, Loss: 0.212 Epoch 55 Batch 313/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.149 Epoch 55 Batch 314/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.169 Epoch 55 Batch 315/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.923, Loss: 0.162 Epoch 55 Batch 316/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.155 Epoch 55 Batch 317/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.922, Loss: 0.188 Epoch 55 Batch 318/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.174 Epoch 55 Batch 319/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.197 Epoch 55 Batch 320/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.165 Epoch 55 Batch 321/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.922, Loss: 0.166 Epoch 55 Batch 322/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.922, Loss: 0.159 Epoch 55 Batch 323/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.172 Epoch 55 Batch 324/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.920, Loss: 0.169 Epoch 55 Batch 325/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.169 Epoch 55 Batch 326/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.175 Epoch 55 Batch 327/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.190 Epoch 55 Batch 328/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.186 Epoch 55 Batch 329/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.922, Loss: 0.170 Epoch 55 Batch 330/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.153 Epoch 55 Batch 331/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.922, Loss: 0.179 Epoch 55 Batch 332/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.926, Loss: 0.142 Epoch 55 Batch 333/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.926, Loss: 0.167 Epoch 55 Batch 334/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.926, Loss: 0.154 Epoch 55 Batch 335/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.178 Epoch 55 Batch 336/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.197 Epoch 55 Batch 337/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.929, Loss: 0.170 Epoch 55 Batch 338/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.930, Loss: 0.208 Epoch 55 Batch 339/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.930, Loss: 0.150 Epoch 55 Batch 340/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.183 Epoch 55 Batch 341/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.219 Epoch 55 Batch 342/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.159 Epoch 55 Batch 343/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.172 Epoch 55 Batch 344/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.928, Loss: 0.171 Epoch 55 Batch 345/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.153 Epoch 55 Batch 346/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.165 Epoch 55 Batch 347/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.926, Loss: 0.143 Epoch 55 Batch 348/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.144 Epoch 55 Batch 349/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.170 Epoch 55 Batch 350/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.920, Loss: 0.161 Epoch 55 Batch 351/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.920, Loss: 0.161 Epoch 55 Batch 352/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.144 Epoch 55 Batch 353/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.922, Loss: 0.180 Epoch 55 Batch 354/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.921, Loss: 0.192 Epoch 55 Batch 355/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.175 Epoch 55 Batch 356/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.184 Epoch 55 Batch 357/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.161 Epoch 55 Batch 358/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.193 Epoch 55 Batch 359/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.167 Epoch 55 Batch 360/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.181 Epoch 55 Batch 361/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.161 Epoch 55 Batch 362/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.206 Epoch 55 Batch 363/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.199 Epoch 55 Batch 364/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.200 Epoch 55 Batch 365/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.156 Epoch 55 Batch 366/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.159 Epoch 55 Batch 367/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.150 Epoch 55 Batch 368/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.921, Loss: 0.161 Epoch 55 Batch 369/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.158 Epoch 55 Batch 370/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.175 Epoch 55 Batch 371/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.161 Epoch 55 Batch 372/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.918, Loss: 0.147 Epoch 55 Batch 373/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.918, Loss: 0.151 Epoch 55 Batch 374/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.184 Epoch 55 Batch 375/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.918, Loss: 0.180 Epoch 55 Batch 376/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.157 Epoch 55 Batch 377/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.152 Epoch 55 Batch 378/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.149 Epoch 55 Batch 379/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.925, Loss: 0.170 Epoch 55 Batch 380/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.161 Epoch 55 Batch 381/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.925, Loss: 0.188 Epoch 55 Batch 382/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.925, Loss: 0.210 Epoch 55 Batch 383/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.142 Epoch 55 Batch 384/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.180 Epoch 55 Batch 385/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.173 Epoch 55 Batch 386/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.170 Epoch 55 Batch 387/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.161 Epoch 55 Batch 388/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.164 Epoch 55 Batch 389/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.156 Epoch 55 Batch 390/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.923, Loss: 0.186 Epoch 55 Batch 391/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.174 Epoch 55 Batch 392/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.923, Loss: 0.207 Epoch 55 Batch 393/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.146 Epoch 55 Batch 394/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.181 Epoch 55 Batch 395/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.159 Epoch 55 Batch 396/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.923, Loss: 0.198 Epoch 55 Batch 397/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.183 Epoch 55 Batch 398/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.172 Epoch 55 Batch 399/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.922, Loss: 0.180 Epoch 55 Batch 400/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.171 Epoch 55 Batch 401/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.920, Loss: 0.148 Epoch 55 Batch 402/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.145 Epoch 55 Batch 403/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.187 Epoch 55 Batch 404/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.157 Epoch 55 Batch 405/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.915, Loss: 0.179 Epoch 55 Batch 406/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.924, Loss: 0.154 Epoch 55 Batch 407/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.204 Epoch 55 Batch 408/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.182 Epoch 55 Batch 409/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.191 Epoch 55 Batch 410/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.924, Loss: 0.185 Epoch 55 Batch 411/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.166 Epoch 55 Batch 412/1077 - Train Accuracy: 0.964, Validation Accuracy: 0.924, Loss: 0.139 Epoch 55 Batch 413/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.158 Epoch 55 Batch 414/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.169 Epoch 55 Batch 415/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.166 Epoch 55 Batch 416/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.159 Epoch 55 Batch 417/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.228 Epoch 55 Batch 418/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.161 Epoch 55 Batch 419/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.157 Epoch 55 Batch 420/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.156 Epoch 55 Batch 421/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.198 Epoch 55 Batch 422/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.164 Epoch 55 Batch 423/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.190 Epoch 55 Batch 424/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.922, Loss: 0.176 Epoch 55 Batch 425/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.160 Epoch 55 Batch 426/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.196 Epoch 55 Batch 427/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.167 Epoch 55 Batch 428/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.923, Loss: 0.161 Epoch 55 Batch 429/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.162 Epoch 55 Batch 430/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.151 Epoch 55 Batch 431/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.143 Epoch 55 Batch 432/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.170 Epoch 55 Batch 433/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.926, Loss: 0.175 Epoch 55 Batch 434/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.172 Epoch 55 Batch 435/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.922, Loss: 0.190 Epoch 55 Batch 436/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.180 Epoch 55 Batch 437/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.153 Epoch 55 Batch 438/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.160 Epoch 55 Batch 439/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.931, Loss: 0.186 Epoch 55 Batch 440/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.931, Loss: 0.188 Epoch 55 Batch 441/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.931, Loss: 0.162 Epoch 55 Batch 442/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.171 Epoch 55 Batch 443/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.931, Loss: 0.168 Epoch 55 Batch 444/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.931, Loss: 0.169 Epoch 55 Batch 445/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.174 Epoch 55 Batch 446/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.926, Loss: 0.142 Epoch 55 Batch 447/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.184 Epoch 55 Batch 448/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.923, Loss: 0.190 Epoch 55 Batch 449/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.187 Epoch 55 Batch 450/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.920, Loss: 0.161 Epoch 55 Batch 451/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.157 Epoch 55 Batch 452/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.176 Epoch 55 Batch 453/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.915, Loss: 0.157 Epoch 55 Batch 454/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.915, Loss: 0.184 Epoch 55 Batch 455/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.182 Epoch 55 Batch 456/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.913, Loss: 0.181 Epoch 55 Batch 457/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.914, Loss: 0.152 Epoch 55 Batch 458/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.176 Epoch 55 Batch 459/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.919, Loss: 0.171 Epoch 55 Batch 460/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.165 Epoch 55 Batch 461/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.919, Loss: 0.160 Epoch 55 Batch 462/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.171 Epoch 55 Batch 463/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.180 Epoch 55 Batch 464/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.918, Loss: 0.165 Epoch 55 Batch 465/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.180 Epoch 55 Batch 466/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.167 Epoch 55 Batch 467/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.200 Epoch 55 Batch 468/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.167 Epoch 55 Batch 469/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.166 Epoch 55 Batch 470/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.179 Epoch 55 Batch 471/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.920, Loss: 0.136 Epoch 55 Batch 472/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.138 Epoch 55 Batch 473/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.921, Loss: 0.171 Epoch 55 Batch 474/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.181 Epoch 55 Batch 475/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.149 Epoch 55 Batch 476/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.176 Epoch 55 Batch 477/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.147 Epoch 55 Batch 478/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.192 Epoch 55 Batch 479/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.194 Epoch 55 Batch 480/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.171 Epoch 55 Batch 481/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.927, Loss: 0.176 Epoch 55 Batch 482/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.183 Epoch 55 Batch 483/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.180 Epoch 55 Batch 484/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.188 Epoch 55 Batch 485/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.157 Epoch 55 Batch 486/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.171 Epoch 55 Batch 487/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.929, Loss: 0.159 Epoch 55 Batch 488/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.150 Epoch 55 Batch 489/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.158 Epoch 55 Batch 490/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.171 Epoch 55 Batch 491/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.175 Epoch 55 Batch 492/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.203 Epoch 55 Batch 493/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.161 Epoch 55 Batch 494/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.148 Epoch 55 Batch 495/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.159 Epoch 55 Batch 496/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.185 Epoch 55 Batch 497/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.185 Epoch 55 Batch 498/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.181 Epoch 55 Batch 499/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.929, Loss: 0.143 Epoch 55 Batch 500/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.164 Epoch 55 Batch 501/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.145 Epoch 55 Batch 502/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.928, Loss: 0.169 Epoch 55 Batch 503/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.174 Epoch 55 Batch 504/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.929, Loss: 0.160 Epoch 55 Batch 505/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.133 Epoch 55 Batch 506/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.163 Epoch 55 Batch 507/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.930, Loss: 0.181 Epoch 55 Batch 508/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.152 Epoch 55 Batch 509/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.935, Loss: 0.169 Epoch 55 Batch 510/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.154 Epoch 55 Batch 511/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.182 Epoch 55 Batch 512/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.927, Loss: 0.157 Epoch 55 Batch 513/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.173 Epoch 55 Batch 514/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.920, Loss: 0.176 Epoch 55 Batch 515/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.920, Loss: 0.168 Epoch 55 Batch 516/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.157 Epoch 55 Batch 517/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.159 Epoch 55 Batch 518/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.164 Epoch 55 Batch 519/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.916, Loss: 0.164 Epoch 55 Batch 520/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.918, Loss: 0.151 Epoch 55 Batch 521/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.919, Loss: 0.171 Epoch 55 Batch 522/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.919, Loss: 0.195 Epoch 55 Batch 523/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.161 Epoch 55 Batch 524/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.180 Epoch 55 Batch 525/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.928, Loss: 0.172 Epoch 55 Batch 526/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.928, Loss: 0.154 Epoch 55 Batch 527/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.147 Epoch 55 Batch 528/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.155 Epoch 55 Batch 529/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.165 Epoch 55 Batch 530/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.929, Loss: 0.177 Epoch 55 Batch 531/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.930, Loss: 0.167 Epoch 55 Batch 532/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.930, Loss: 0.206 Epoch 55 Batch 533/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.181 Epoch 55 Batch 534/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.168 Epoch 55 Batch 535/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.152 Epoch 55 Batch 536/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.142 Epoch 55 Batch 537/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.172 Epoch 55 Batch 538/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.137 Epoch 55 Batch 539/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.928, Loss: 0.194 Epoch 55 Batch 540/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.928, Loss: 0.158 Epoch 55 Batch 541/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.929, Loss: 0.149 Epoch 55 Batch 542/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.171 Epoch 55 Batch 543/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.167 Epoch 55 Batch 544/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.930, Loss: 0.159 Epoch 55 Batch 545/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.180 Epoch 55 Batch 546/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.201 Epoch 55 Batch 547/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.174 Epoch 55 Batch 548/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.186 Epoch 55 Batch 549/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.929, Loss: 0.196 Epoch 55 Batch 550/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.927, Loss: 0.167 Epoch 55 Batch 551/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.928, Loss: 0.192 Epoch 55 Batch 552/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.179 Epoch 55 Batch 553/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.187 Epoch 55 Batch 554/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.172 Epoch 55 Batch 555/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.151 Epoch 55 Batch 556/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.930, Loss: 0.153 Epoch 55 Batch 557/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.156 Epoch 55 Batch 558/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.176 Epoch 55 Batch 559/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.156 Epoch 55 Batch 560/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.188 Epoch 55 Batch 561/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.928, Loss: 0.144 Epoch 55 Batch 562/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.157 Epoch 55 Batch 563/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.925, Loss: 0.203 Epoch 55 Batch 564/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.181 Epoch 55 Batch 565/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.923, Loss: 0.197 Epoch 55 Batch 566/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.924, Loss: 0.189 Epoch 55 Batch 567/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.181 Epoch 55 Batch 568/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.163 Epoch 55 Batch 569/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.178 Epoch 55 Batch 570/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.178 Epoch 55 Batch 571/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.155 Epoch 55 Batch 572/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.154 Epoch 55 Batch 573/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.201 Epoch 55 Batch 574/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.198 Epoch 55 Batch 575/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.153 Epoch 55 Batch 576/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.930, Loss: 0.155 Epoch 55 Batch 577/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.163 Epoch 55 Batch 578/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.932, Loss: 0.178 Epoch 55 Batch 579/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.932, Loss: 0.169 Epoch 55 Batch 580/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.933, Loss: 0.147 Epoch 55 Batch 581/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.933, Loss: 0.148 Epoch 55 Batch 582/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.928, Loss: 0.166 Epoch 55 Batch 583/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.179 Epoch 55 Batch 584/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.172 Epoch 55 Batch 585/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.158 Epoch 55 Batch 586/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.165 Epoch 55 Batch 587/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.160 Epoch 55 Batch 588/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.162 Epoch 55 Batch 589/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.911, Loss: 0.178 Epoch 55 Batch 590/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.178 Epoch 55 Batch 591/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.170 Epoch 55 Batch 592/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.911, Loss: 0.180 Epoch 55 Batch 593/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.187 Epoch 55 Batch 594/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.906, Loss: 0.169 Epoch 55 Batch 595/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.190 Epoch 55 Batch 596/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.911, Loss: 0.182 Epoch 55 Batch 597/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.167 Epoch 55 Batch 598/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.165 Epoch 55 Batch 599/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.225 Epoch 55 Batch 600/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.173 Epoch 55 Batch 601/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.920, Loss: 0.171 Epoch 55 Batch 602/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.181 Epoch 55 Batch 603/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.164 Epoch 55 Batch 604/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.182 Epoch 55 Batch 605/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.181 Epoch 55 Batch 606/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.143 Epoch 55 Batch 607/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.154 Epoch 55 Batch 608/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.164 Epoch 55 Batch 609/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.922, Loss: 0.197 Epoch 55 Batch 610/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.922, Loss: 0.194 Epoch 55 Batch 611/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.162 Epoch 55 Batch 612/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.920, Loss: 0.159 Epoch 55 Batch 613/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.915, Loss: 0.171 Epoch 55 Batch 614/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.141 Epoch 55 Batch 615/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.152 Epoch 55 Batch 616/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.194 Epoch 55 Batch 617/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.164 Epoch 55 Batch 618/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.918, Loss: 0.160 Epoch 55 Batch 619/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.918, Loss: 0.156 Epoch 55 Batch 620/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.156 Epoch 55 Batch 621/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.922, Loss: 0.190 Epoch 55 Batch 622/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.194 Epoch 55 Batch 623/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.922, Loss: 0.177 Epoch 55 Batch 624/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.163 Epoch 55 Batch 625/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.157 Epoch 55 Batch 626/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.164 Epoch 55 Batch 627/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.172 Epoch 55 Batch 628/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.198 Epoch 55 Batch 629/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.181 Epoch 55 Batch 630/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.152 Epoch 55 Batch 631/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.165 Epoch 55 Batch 632/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.924, Loss: 0.145 Epoch 55 Batch 633/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.162 Epoch 55 Batch 634/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.153 Epoch 55 Batch 635/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.921, Loss: 0.203 Epoch 55 Batch 636/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.927, Loss: 0.174 Epoch 55 Batch 637/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.927, Loss: 0.161 Epoch 55 Batch 638/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.184 Epoch 55 Batch 639/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.183 Epoch 55 Batch 640/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.145 Epoch 55 Batch 641/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.157 Epoch 55 Batch 642/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.159 Epoch 55 Batch 643/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.923, Loss: 0.146 Epoch 55 Batch 644/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.151 Epoch 55 Batch 645/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.159 Epoch 55 Batch 646/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.160 Epoch 55 Batch 647/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.926, Loss: 0.158 Epoch 55 Batch 648/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.154 Epoch 55 Batch 649/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.150 Epoch 55 Batch 650/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.168 Epoch 55 Batch 651/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.171 Epoch 55 Batch 652/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.175 Epoch 55 Batch 653/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.929, Loss: 0.182 Epoch 55 Batch 654/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.929, Loss: 0.143 Epoch 55 Batch 655/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.169 Epoch 55 Batch 656/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.163 Epoch 55 Batch 657/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.141 Epoch 55 Batch 658/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.929, Loss: 0.141 Epoch 55 Batch 659/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.172 Epoch 55 Batch 660/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.180 Epoch 55 Batch 661/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.920, Loss: 0.143 Epoch 55 Batch 662/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.163 Epoch 55 Batch 663/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.145 Epoch 55 Batch 664/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.162 Epoch 55 Batch 665/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.921, Loss: 0.159 Epoch 55 Batch 666/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.171 Epoch 55 Batch 667/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.175 Epoch 55 Batch 668/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.168 Epoch 55 Batch 669/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.152 Epoch 55 Batch 670/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.172 Epoch 55 Batch 671/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.925, Loss: 0.171 Epoch 55 Batch 672/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.925, Loss: 0.171 Epoch 55 Batch 673/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.174 Epoch 55 Batch 674/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.923, Loss: 0.149 Epoch 55 Batch 675/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.176 Epoch 55 Batch 676/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.162 Epoch 55 Batch 677/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.923, Loss: 0.204 Epoch 55 Batch 678/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.159 Epoch 55 Batch 679/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.175 Epoch 55 Batch 680/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.149 Epoch 55 Batch 681/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.166 Epoch 55 Batch 682/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.157 Epoch 55 Batch 683/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.152 Epoch 55 Batch 684/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.155 Epoch 55 Batch 685/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.172 Epoch 55 Batch 686/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.916, Loss: 0.178 Epoch 55 Batch 687/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.186 Epoch 55 Batch 688/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.168 Epoch 55 Batch 689/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.917, Loss: 0.143 Epoch 55 Batch 690/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.169 Epoch 55 Batch 691/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.176 Epoch 55 Batch 692/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.164 Epoch 55 Batch 693/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.206 Epoch 55 Batch 694/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.177 Epoch 55 Batch 695/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.921, Loss: 0.155 Epoch 55 Batch 696/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.921, Loss: 0.195 Epoch 55 Batch 697/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.166 Epoch 55 Batch 698/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.174 Epoch 55 Batch 699/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.164 Epoch 55 Batch 700/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.922, Loss: 0.141 Epoch 55 Batch 701/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.157 Epoch 55 Batch 702/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.191 Epoch 55 Batch 703/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.153 Epoch 55 Batch 704/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.918, Loss: 0.211 Epoch 55 Batch 705/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.178 Epoch 55 Batch 706/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.923, Loss: 0.209 Epoch 55 Batch 707/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.172 Epoch 55 Batch 708/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.175 Epoch 55 Batch 709/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.916, Loss: 0.180 Epoch 55 Batch 710/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.141 Epoch 55 Batch 711/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.195 Epoch 55 Batch 712/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.917, Loss: 0.167 Epoch 55 Batch 713/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.148 Epoch 55 Batch 714/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.181 Epoch 55 Batch 715/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.921, Loss: 0.220 Epoch 55 Batch 716/1077 - Train Accuracy: 0.964, Validation Accuracy: 0.920, Loss: 0.126 Epoch 55 Batch 717/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.924, Loss: 0.146 Epoch 55 Batch 718/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.168 Epoch 55 Batch 719/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.178 Epoch 55 Batch 720/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.190 Epoch 55 Batch 721/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.162 Epoch 55 Batch 722/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.161 Epoch 55 Batch 723/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.169 Epoch 55 Batch 724/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.165 Epoch 55 Batch 725/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.138 Epoch 55 Batch 726/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.146 Epoch 55 Batch 727/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.152 Epoch 55 Batch 728/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.930, Loss: 0.176 Epoch 55 Batch 729/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.926, Loss: 0.227 Epoch 55 Batch 730/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.188 Epoch 55 Batch 731/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.922, Loss: 0.185 Epoch 55 Batch 732/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.917, Loss: 0.191 Epoch 55 Batch 733/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.185 Epoch 55 Batch 734/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.913, Loss: 0.181 Epoch 55 Batch 735/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.160 Epoch 55 Batch 736/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.913, Loss: 0.155 Epoch 55 Batch 737/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.178 Epoch 55 Batch 738/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.134 Epoch 55 Batch 739/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.913, Loss: 0.173 Epoch 55 Batch 740/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.172 Epoch 55 Batch 741/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.917, Loss: 0.184 Epoch 55 Batch 742/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.917, Loss: 0.170 Epoch 55 Batch 743/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.915, Loss: 0.174 Epoch 55 Batch 744/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.163 Epoch 55 Batch 745/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.178 Epoch 55 Batch 746/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.920, Loss: 0.161 Epoch 55 Batch 747/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.141 Epoch 55 Batch 748/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.155 Epoch 55 Batch 749/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.918, Loss: 0.161 Epoch 55 Batch 750/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.178 Epoch 55 Batch 751/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.919, Loss: 0.173 Epoch 55 Batch 752/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.148 Epoch 55 Batch 753/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.920, Loss: 0.166 Epoch 55 Batch 754/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.924, Loss: 0.188 Epoch 55 Batch 755/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.923, Loss: 0.176 Epoch 55 Batch 756/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.156 Epoch 55 Batch 757/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.195 Epoch 55 Batch 758/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.157 Epoch 55 Batch 759/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.138 Epoch 55 Batch 760/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.165 Epoch 55 Batch 761/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.926, Loss: 0.188 Epoch 55 Batch 762/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.926, Loss: 0.175 Epoch 55 Batch 763/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.159 Epoch 55 Batch 764/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.921, Loss: 0.166 Epoch 55 Batch 765/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.170 Epoch 55 Batch 766/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.185 Epoch 55 Batch 767/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.914, Loss: 0.163 Epoch 55 Batch 768/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.151 Epoch 55 Batch 769/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.920, Loss: 0.169 Epoch 55 Batch 770/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.919, Loss: 0.185 Epoch 55 Batch 771/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.179 Epoch 55 Batch 772/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.167 Epoch 55 Batch 773/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.928, Loss: 0.146 Epoch 55 Batch 774/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.174 Epoch 55 Batch 775/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.170 Epoch 55 Batch 776/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.145 Epoch 55 Batch 777/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.923, Loss: 0.191 Epoch 55 Batch 778/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.154 Epoch 55 Batch 779/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.163 Epoch 55 Batch 780/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.929, Loss: 0.174 Epoch 55 Batch 781/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.928, Loss: 0.148 Epoch 55 Batch 782/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.151 Epoch 55 Batch 783/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.177 Epoch 55 Batch 784/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.928, Loss: 0.141 Epoch 55 Batch 785/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.928, Loss: 0.184 Epoch 55 Batch 786/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.172 Epoch 55 Batch 787/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.156 Epoch 55 Batch 788/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.154 Epoch 55 Batch 789/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.170 Epoch 55 Batch 790/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.928, Loss: 0.193 Epoch 55 Batch 791/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.176 Epoch 55 Batch 792/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.171 Epoch 55 Batch 793/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.158 Epoch 55 Batch 794/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.928, Loss: 0.169 Epoch 55 Batch 795/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.188 Epoch 55 Batch 796/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.185 Epoch 55 Batch 797/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.165 Epoch 55 Batch 798/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.163 Epoch 55 Batch 799/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.199 Epoch 55 Batch 800/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.924, Loss: 0.161 Epoch 55 Batch 801/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.167 Epoch 55 Batch 802/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.189 Epoch 55 Batch 803/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.173 Epoch 55 Batch 804/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.165 Epoch 55 Batch 805/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.164 Epoch 55 Batch 806/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.145 Epoch 55 Batch 807/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.135 Epoch 55 Batch 808/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.919, Loss: 0.183 Epoch 55 Batch 809/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.203 Epoch 55 Batch 810/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.161 Epoch 55 Batch 811/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.161 Epoch 55 Batch 812/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.176 Epoch 55 Batch 813/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.162 Epoch 55 Batch 814/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.917, Loss: 0.189 Epoch 55 Batch 815/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.155 Epoch 55 Batch 816/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.179 Epoch 55 Batch 817/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.181 Epoch 55 Batch 818/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.180 Epoch 55 Batch 819/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.164 Epoch 55 Batch 820/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.925, Loss: 0.176 Epoch 55 Batch 821/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.925, Loss: 0.145 Epoch 55 Batch 822/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.925, Loss: 0.169 Epoch 55 Batch 823/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.921, Loss: 0.157 Epoch 55 Batch 824/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.171 Epoch 55 Batch 825/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.161 Epoch 55 Batch 826/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.144 Epoch 55 Batch 827/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.163 Epoch 55 Batch 828/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.147 Epoch 55 Batch 829/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.181 Epoch 55 Batch 830/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.175 Epoch 55 Batch 831/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.924, Loss: 0.169 Epoch 55 Batch 832/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.178 Epoch 55 Batch 833/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.154 Epoch 55 Batch 834/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.193 Epoch 55 Batch 835/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.177 Epoch 55 Batch 836/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.161 Epoch 55 Batch 837/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.194 Epoch 55 Batch 838/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.156 Epoch 55 Batch 839/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.156 Epoch 55 Batch 840/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.146 Epoch 55 Batch 841/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.920, Loss: 0.179 Epoch 55 Batch 842/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.159 Epoch 55 Batch 843/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.164 Epoch 55 Batch 844/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.151 Epoch 55 Batch 845/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.144 Epoch 55 Batch 846/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.924, Loss: 0.201 Epoch 55 Batch 847/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.174 Epoch 55 Batch 848/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.926, Loss: 0.143 Epoch 55 Batch 849/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.160 Epoch 55 Batch 850/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.926, Loss: 0.183 Epoch 55 Batch 851/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.182 Epoch 55 Batch 852/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.195 Epoch 55 Batch 853/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.167 Epoch 55 Batch 854/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.178 Epoch 55 Batch 855/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.171 Epoch 55 Batch 856/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.174 Epoch 55 Batch 857/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.157 Epoch 55 Batch 858/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.158 Epoch 55 Batch 859/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.173 Epoch 55 Batch 860/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.166 Epoch 55 Batch 861/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.175 Epoch 55 Batch 862/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.928, Loss: 0.161 Epoch 55 Batch 863/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.142 Epoch 55 Batch 864/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.928, Loss: 0.156 Epoch 55 Batch 865/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.171 Epoch 55 Batch 866/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.183 Epoch 55 Batch 867/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.923, Loss: 0.207 Epoch 55 Batch 868/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.164 Epoch 55 Batch 869/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.162 Epoch 55 Batch 870/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.922, Loss: 0.189 Epoch 55 Batch 871/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.165 Epoch 55 Batch 872/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.141 Epoch 55 Batch 873/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.151 Epoch 55 Batch 874/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.922, Loss: 0.186 Epoch 55 Batch 875/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.163 Epoch 55 Batch 876/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.918, Loss: 0.165 Epoch 55 Batch 877/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.144 Epoch 55 Batch 878/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.920, Loss: 0.156 Epoch 55 Batch 879/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.144 Epoch 55 Batch 880/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.178 Epoch 55 Batch 881/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.178 Epoch 55 Batch 882/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.184 Epoch 55 Batch 883/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.922, Loss: 0.223 Epoch 55 Batch 884/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.922, Loss: 0.155 Epoch 55 Batch 885/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.144 Epoch 55 Batch 886/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.927, Loss: 0.164 Epoch 55 Batch 887/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.194 Epoch 55 Batch 888/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.163 Epoch 55 Batch 889/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.160 Epoch 55 Batch 890/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.166 Epoch 55 Batch 891/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.156 Epoch 55 Batch 892/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.152 Epoch 55 Batch 893/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.184 Epoch 55 Batch 894/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.929, Loss: 0.162 Epoch 55 Batch 895/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.170 Epoch 55 Batch 896/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.929, Loss: 0.190 Epoch 55 Batch 897/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.149 Epoch 55 Batch 898/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.143 Epoch 55 Batch 899/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.166 Epoch 55 Batch 900/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.170 Epoch 55 Batch 901/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.179 Epoch 55 Batch 902/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.928, Loss: 0.178 Epoch 55 Batch 903/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.180 Epoch 55 Batch 904/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.155 Epoch 55 Batch 905/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.153 Epoch 55 Batch 906/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.162 Epoch 55 Batch 907/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.927, Loss: 0.174 Epoch 55 Batch 908/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.927, Loss: 0.170 Epoch 55 Batch 909/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.927, Loss: 0.191 Epoch 55 Batch 910/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.154 Epoch 55 Batch 911/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.155 Epoch 55 Batch 912/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.164 Epoch 55 Batch 913/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.197 Epoch 55 Batch 914/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.207 Epoch 55 Batch 915/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.925, Loss: 0.168 Epoch 55 Batch 916/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.184 Epoch 55 Batch 917/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.167 Epoch 55 Batch 918/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.163 Epoch 55 Batch 919/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.150 Epoch 55 Batch 920/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.173 Epoch 55 Batch 921/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.175 Epoch 55 Batch 922/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.164 Epoch 55 Batch 923/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.921, Loss: 0.172 Epoch 55 Batch 924/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.920, Loss: 0.219 Epoch 55 Batch 925/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.148 Epoch 55 Batch 926/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.920, Loss: 0.184 Epoch 55 Batch 927/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.919, Loss: 0.195 Epoch 55 Batch 928/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.170 Epoch 55 Batch 929/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.172 Epoch 55 Batch 930/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.157 Epoch 55 Batch 931/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.154 Epoch 55 Batch 932/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.167 Epoch 55 Batch 933/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.179 Epoch 55 Batch 934/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.166 Epoch 55 Batch 935/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.169 Epoch 55 Batch 936/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.194 Epoch 55 Batch 937/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.176 Epoch 55 Batch 938/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.179 Epoch 55 Batch 939/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.208 Epoch 55 Batch 940/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.925, Loss: 0.172 Epoch 55 Batch 941/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.161 Epoch 55 Batch 942/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.172 Epoch 55 Batch 943/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.174 Epoch 55 Batch 944/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.925, Loss: 0.152 Epoch 55 Batch 945/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.924, Loss: 0.151 Epoch 55 Batch 946/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.920, Loss: 0.160 Epoch 55 Batch 947/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.919, Loss: 0.196 Epoch 55 Batch 948/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.165 Epoch 55 Batch 949/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.921, Loss: 0.134 Epoch 55 Batch 950/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.166 Epoch 55 Batch 951/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.169 Epoch 55 Batch 952/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.914, Loss: 0.146 Epoch 55 Batch 953/1077 - Train Accuracy: 0.965, Validation Accuracy: 0.914, Loss: 0.128 Epoch 55 Batch 954/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.174 Epoch 55 Batch 955/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.176 Epoch 55 Batch 956/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.172 Epoch 55 Batch 957/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.919, Loss: 0.161 Epoch 55 Batch 958/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.171 Epoch 55 Batch 959/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.921, Loss: 0.172 Epoch 55 Batch 960/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.167 Epoch 55 Batch 961/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.167 Epoch 55 Batch 962/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.921, Loss: 0.149 Epoch 55 Batch 963/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.198 Epoch 55 Batch 964/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.914, Loss: 0.157 Epoch 55 Batch 965/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.186 Epoch 55 Batch 966/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.916, Loss: 0.146 Epoch 55 Batch 967/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.181 Epoch 55 Batch 968/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.182 Epoch 55 Batch 969/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.191 Epoch 55 Batch 970/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.176 Epoch 55 Batch 971/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.174 Epoch 55 Batch 972/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.913, Loss: 0.154 Epoch 55 Batch 973/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.913, Loss: 0.144 Epoch 55 Batch 974/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.913, Loss: 0.146 Epoch 55 Batch 975/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.159 Epoch 55 Batch 976/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.156 Epoch 55 Batch 977/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.137 Epoch 55 Batch 978/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.183 Epoch 55 Batch 979/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.175 Epoch 55 Batch 980/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.169 Epoch 55 Batch 981/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.150 Epoch 55 Batch 982/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.915, Loss: 0.175 Epoch 55 Batch 983/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.915, Loss: 0.173 Epoch 55 Batch 984/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.915, Loss: 0.185 Epoch 55 Batch 985/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.169 Epoch 55 Batch 986/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.915, Loss: 0.156 Epoch 55 Batch 987/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.155 Epoch 55 Batch 988/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.185 Epoch 55 Batch 989/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.190 Epoch 55 Batch 990/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.914, Loss: 0.169 Epoch 55 Batch 991/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.164 Epoch 55 Batch 992/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.918, Loss: 0.172 Epoch 55 Batch 993/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.148 Epoch 55 Batch 994/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.184 Epoch 55 Batch 995/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.151 Epoch 55 Batch 996/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.160 Epoch 55 Batch 997/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.171 Epoch 55 Batch 998/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.159 Epoch 55 Batch 999/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.155 Epoch 55 Batch 1000/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.167 Epoch 55 Batch 1001/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.136 Epoch 55 Batch 1002/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.931, Loss: 0.142 Epoch 55 Batch 1003/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.931, Loss: 0.170 Epoch 55 Batch 1004/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.931, Loss: 0.180 Epoch 55 Batch 1005/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.165 Epoch 55 Batch 1006/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.931, Loss: 0.146 Epoch 55 Batch 1007/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.931, Loss: 0.158 Epoch 55 Batch 1008/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.188 Epoch 55 Batch 1009/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.930, Loss: 0.144 Epoch 55 Batch 1010/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.931, Loss: 0.137 Epoch 55 Batch 1011/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.931, Loss: 0.165 Epoch 55 Batch 1012/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.153 Epoch 55 Batch 1013/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.931, Loss: 0.135 Epoch 55 Batch 1014/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.160 Epoch 55 Batch 1015/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.926, Loss: 0.188 Epoch 55 Batch 1016/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.176 Epoch 55 Batch 1017/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.162 Epoch 55 Batch 1018/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.162 Epoch 55 Batch 1019/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.206 Epoch 55 Batch 1020/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.922, Loss: 0.154 Epoch 55 Batch 1021/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.171 Epoch 55 Batch 1022/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.158 Epoch 55 Batch 1023/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.159 Epoch 55 Batch 1024/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.189 Epoch 55 Batch 1025/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.920, Loss: 0.159 Epoch 55 Batch 1026/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.920, Loss: 0.149 Epoch 55 Batch 1027/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.179 Epoch 55 Batch 1028/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.153 Epoch 55 Batch 1029/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.921, Loss: 0.157 Epoch 55 Batch 1030/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.926, Loss: 0.188 Epoch 55 Batch 1031/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.188 Epoch 55 Batch 1032/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.186 Epoch 55 Batch 1033/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.155 Epoch 55 Batch 1034/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.926, Loss: 0.155 Epoch 55 Batch 1035/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.927, Loss: 0.133 Epoch 55 Batch 1036/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.165 Epoch 55 Batch 1037/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.926, Loss: 0.167 Epoch 55 Batch 1038/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.922, Loss: 0.155 Epoch 55 Batch 1039/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.168 Epoch 55 Batch 1040/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.929, Loss: 0.169 Epoch 55 Batch 1041/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.173 Epoch 55 Batch 1042/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.925, Loss: 0.160 Epoch 55 Batch 1043/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.927, Loss: 0.183 Epoch 55 Batch 1044/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.927, Loss: 0.179 Epoch 55 Batch 1045/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.169 Epoch 55 Batch 1046/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.130 Epoch 55 Batch 1047/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.923, Loss: 0.179 Epoch 55 Batch 1048/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.166 Epoch 55 Batch 1049/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.180 Epoch 55 Batch 1050/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.161 Epoch 55 Batch 1051/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.165 Epoch 55 Batch 1052/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.161 Epoch 55 Batch 1053/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.166 Epoch 55 Batch 1054/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.148 Epoch 55 Batch 1055/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.174 Epoch 55 Batch 1056/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.147 Epoch 55 Batch 1057/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.929, Loss: 0.175 Epoch 55 Batch 1058/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.928, Loss: 0.190 Epoch 55 Batch 1059/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.928, Loss: 0.168 Epoch 55 Batch 1060/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.167 Epoch 55 Batch 1061/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.185 Epoch 55 Batch 1062/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.164 Epoch 55 Batch 1063/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.928, Loss: 0.172 Epoch 55 Batch 1064/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.161 Epoch 55 Batch 1065/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.927, Loss: 0.147 Epoch 55 Batch 1066/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.157 Epoch 55 Batch 1067/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.178 Epoch 55 Batch 1068/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.149 Epoch 55 Batch 1069/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.930, Loss: 0.140 Epoch 55 Batch 1070/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.169 Epoch 55 Batch 1071/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.170 Epoch 55 Batch 1072/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.166 Epoch 55 Batch 1073/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.168 Epoch 55 Batch 1074/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.927, Loss: 0.197 Epoch 55 Batch 1075/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.927, Loss: 0.178 Epoch 56 Batch 0/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.139 Epoch 56 Batch 1/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.926, Loss: 0.153 Epoch 56 Batch 2/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.925, Loss: 0.165 Epoch 56 Batch 3/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.925, Loss: 0.165 Epoch 56 Batch 4/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.174 Epoch 56 Batch 5/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.925, Loss: 0.202 Epoch 56 Batch 6/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.164 Epoch 56 Batch 7/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.147 Epoch 56 Batch 8/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.150 Epoch 56 Batch 9/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.145 Epoch 56 Batch 10/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.924, Loss: 0.180 Epoch 56 Batch 11/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.924, Loss: 0.166 Epoch 56 Batch 12/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.185 Epoch 56 Batch 13/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.919, Loss: 0.171 Epoch 56 Batch 14/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.920, Loss: 0.133 Epoch 56 Batch 15/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.159 Epoch 56 Batch 16/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.169 Epoch 56 Batch 17/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.165 Epoch 56 Batch 18/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.161 Epoch 56 Batch 19/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.170 Epoch 56 Batch 20/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.162 Epoch 56 Batch 21/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.179 Epoch 56 Batch 22/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.176 Epoch 56 Batch 23/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.154 Epoch 56 Batch 24/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.162 Epoch 56 Batch 25/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.921, Loss: 0.151 Epoch 56 Batch 26/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.921, Loss: 0.165 Epoch 56 Batch 27/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.921, Loss: 0.149 Epoch 56 Batch 28/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.921, Loss: 0.173 Epoch 56 Batch 29/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.157 Epoch 56 Batch 30/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.155 Epoch 56 Batch 31/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.926, Loss: 0.170 Epoch 56 Batch 32/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.927, Loss: 0.170 Epoch 56 Batch 33/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.141 Epoch 56 Batch 34/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.168 Epoch 56 Batch 35/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.926, Loss: 0.179 Epoch 56 Batch 36/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.181 Epoch 56 Batch 37/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.926, Loss: 0.177 Epoch 56 Batch 38/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.193 Epoch 56 Batch 39/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.228 Epoch 56 Batch 40/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.152 Epoch 56 Batch 41/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.162 Epoch 56 Batch 42/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.926, Loss: 0.177 Epoch 56 Batch 43/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.149 Epoch 56 Batch 44/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.158 Epoch 56 Batch 45/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.926, Loss: 0.166 Epoch 56 Batch 46/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.182 Epoch 56 Batch 47/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.166 Epoch 56 Batch 48/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.926, Loss: 0.198 Epoch 56 Batch 49/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.180 Epoch 56 Batch 50/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.923, Loss: 0.156 Epoch 56 Batch 51/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.156 Epoch 56 Batch 52/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.175 Epoch 56 Batch 53/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.923, Loss: 0.177 Epoch 56 Batch 54/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.197 Epoch 56 Batch 55/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.157 Epoch 56 Batch 56/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.922, Loss: 0.152 Epoch 56 Batch 57/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.154 Epoch 56 Batch 58/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.155 Epoch 56 Batch 59/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.173 Epoch 56 Batch 60/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.152 Epoch 56 Batch 61/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.180 Epoch 56 Batch 62/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.171 Epoch 56 Batch 63/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.148 Epoch 56 Batch 64/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.926, Loss: 0.150 Epoch 56 Batch 65/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.154 Epoch 56 Batch 66/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.144 Epoch 56 Batch 67/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.145 Epoch 56 Batch 68/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.171 Epoch 56 Batch 69/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.927, Loss: 0.185 Epoch 56 Batch 70/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.927, Loss: 0.170 Epoch 56 Batch 71/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.146 Epoch 56 Batch 72/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.160 Epoch 56 Batch 73/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.153 Epoch 56 Batch 74/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.121 Epoch 56 Batch 75/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.176 Epoch 56 Batch 76/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.153 Epoch 56 Batch 77/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.920, Loss: 0.163 Epoch 56 Batch 78/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.160 Epoch 56 Batch 79/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.165 Epoch 56 Batch 80/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.170 Epoch 56 Batch 81/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.149 Epoch 56 Batch 82/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.137 Epoch 56 Batch 83/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.165 Epoch 56 Batch 84/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.169 Epoch 56 Batch 85/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.137 Epoch 56 Batch 86/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.146 Epoch 56 Batch 87/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.209 Epoch 56 Batch 88/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.175 Epoch 56 Batch 89/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.165 Epoch 56 Batch 90/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.176 Epoch 56 Batch 91/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.142 Epoch 56 Batch 92/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.183 Epoch 56 Batch 93/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.184 Epoch 56 Batch 94/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.156 Epoch 56 Batch 95/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.196 Epoch 56 Batch 96/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.163 Epoch 56 Batch 97/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.141 Epoch 56 Batch 98/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.162 Epoch 56 Batch 99/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.175 Epoch 56 Batch 100/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.151 Epoch 56 Batch 101/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.925, Loss: 0.162 Epoch 56 Batch 102/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.172 Epoch 56 Batch 103/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.189 Epoch 56 Batch 104/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.172 Epoch 56 Batch 105/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.173 Epoch 56 Batch 106/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.211 Epoch 56 Batch 107/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.187 Epoch 56 Batch 108/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.169 Epoch 56 Batch 109/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.932, Loss: 0.160 Epoch 56 Batch 110/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.147 Epoch 56 Batch 111/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.158 Epoch 56 Batch 112/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.156 Epoch 56 Batch 113/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.182 Epoch 56 Batch 114/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.159 Epoch 56 Batch 115/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.930, Loss: 0.183 Epoch 56 Batch 116/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.930, Loss: 0.187 Epoch 56 Batch 117/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.930, Loss: 0.187 Epoch 56 Batch 118/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.930, Loss: 0.185 Epoch 56 Batch 119/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.930, Loss: 0.154 Epoch 56 Batch 120/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.177 Epoch 56 Batch 121/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.169 Epoch 56 Batch 122/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.929, Loss: 0.164 Epoch 56 Batch 123/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.140 Epoch 56 Batch 124/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.185 Epoch 56 Batch 125/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.171 Epoch 56 Batch 126/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.137 Epoch 56 Batch 127/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.929, Loss: 0.184 Epoch 56 Batch 128/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.148 Epoch 56 Batch 129/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.930, Loss: 0.174 Epoch 56 Batch 130/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.150 Epoch 56 Batch 131/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.172 Epoch 56 Batch 132/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.925, Loss: 0.161 Epoch 56 Batch 133/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.151 Epoch 56 Batch 134/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.144 Epoch 56 Batch 135/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.930, Loss: 0.174 Epoch 56 Batch 136/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.151 Epoch 56 Batch 137/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.933, Loss: 0.141 Epoch 56 Batch 138/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.932, Loss: 0.160 Epoch 56 Batch 139/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.933, Loss: 0.177 Epoch 56 Batch 140/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.164 Epoch 56 Batch 141/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.161 Epoch 56 Batch 142/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.160 Epoch 56 Batch 143/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.933, Loss: 0.182 Epoch 56 Batch 144/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.933, Loss: 0.205 Epoch 56 Batch 145/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.933, Loss: 0.184 Epoch 56 Batch 146/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.933, Loss: 0.204 Epoch 56 Batch 147/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.933, Loss: 0.179 Epoch 56 Batch 148/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.182 Epoch 56 Batch 149/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.931, Loss: 0.158 Epoch 56 Batch 150/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.931, Loss: 0.163 Epoch 56 Batch 151/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.931, Loss: 0.146 Epoch 56 Batch 152/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.933, Loss: 0.187 Epoch 56 Batch 153/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.187 Epoch 56 Batch 154/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.932, Loss: 0.167 Epoch 56 Batch 155/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.167 Epoch 56 Batch 156/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.151 Epoch 56 Batch 157/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.179 Epoch 56 Batch 158/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.162 Epoch 56 Batch 159/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.140 Epoch 56 Batch 160/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.159 Epoch 56 Batch 161/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.158 Epoch 56 Batch 162/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.190 Epoch 56 Batch 163/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.192 Epoch 56 Batch 164/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.174 Epoch 56 Batch 165/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.152 Epoch 56 Batch 166/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.931, Loss: 0.183 Epoch 56 Batch 167/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.929, Loss: 0.156 Epoch 56 Batch 168/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.929, Loss: 0.190 Epoch 56 Batch 169/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.162 Epoch 56 Batch 170/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.929, Loss: 0.192 Epoch 56 Batch 171/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.156 Epoch 56 Batch 172/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.155 Epoch 56 Batch 173/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.160 Epoch 56 Batch 174/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.149 Epoch 56 Batch 175/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.174 Epoch 56 Batch 176/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.163 Epoch 56 Batch 177/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.913, Loss: 0.175 Epoch 56 Batch 178/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.913, Loss: 0.167 Epoch 56 Batch 179/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.174 Epoch 56 Batch 180/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.148 Epoch 56 Batch 181/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.180 Epoch 56 Batch 182/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.184 Epoch 56 Batch 183/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.189 Epoch 56 Batch 184/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.920, Loss: 0.170 Epoch 56 Batch 185/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.180 Epoch 56 Batch 186/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.166 Epoch 56 Batch 187/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.146 Epoch 56 Batch 188/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.923, Loss: 0.166 Epoch 56 Batch 189/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.169 Epoch 56 Batch 190/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.922, Loss: 0.148 Epoch 56 Batch 191/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.125 Epoch 56 Batch 192/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.159 Epoch 56 Batch 193/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.166 Epoch 56 Batch 194/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.147 Epoch 56 Batch 195/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.150 Epoch 56 Batch 196/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.926, Loss: 0.154 Epoch 56 Batch 197/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.926, Loss: 0.157 Epoch 56 Batch 198/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.167 Epoch 56 Batch 199/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.154 Epoch 56 Batch 200/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.172 Epoch 56 Batch 201/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.144 Epoch 56 Batch 202/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.175 Epoch 56 Batch 203/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.155 Epoch 56 Batch 204/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.925, Loss: 0.197 Epoch 56 Batch 205/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.178 Epoch 56 Batch 206/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.935, Loss: 0.162 Epoch 56 Batch 207/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.934, Loss: 0.154 Epoch 56 Batch 208/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.207 Epoch 56 Batch 209/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.945, Loss: 0.139 Epoch 56 Batch 210/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.946, Loss: 0.165 Epoch 56 Batch 211/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.173 Epoch 56 Batch 212/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.933, Loss: 0.138 Epoch 56 Batch 213/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.933, Loss: 0.130 Epoch 56 Batch 214/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.933, Loss: 0.155 Epoch 56 Batch 215/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.933, Loss: 0.170 Epoch 56 Batch 216/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.933, Loss: 0.162 Epoch 56 Batch 217/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.148 Epoch 56 Batch 218/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.935, Loss: 0.194 Epoch 56 Batch 219/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.935, Loss: 0.166 Epoch 56 Batch 220/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.173 Epoch 56 Batch 221/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.174 Epoch 56 Batch 222/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.935, Loss: 0.148 Epoch 56 Batch 223/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.936, Loss: 0.131 Epoch 56 Batch 224/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.936, Loss: 0.162 Epoch 56 Batch 225/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.936, Loss: 0.176 Epoch 56 Batch 226/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.936, Loss: 0.159 Epoch 56 Batch 227/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.931, Loss: 0.188 Epoch 56 Batch 228/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.934, Loss: 0.172 Epoch 56 Batch 229/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.934, Loss: 0.175 Epoch 56 Batch 230/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.934, Loss: 0.150 Epoch 56 Batch 231/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.184 Epoch 56 Batch 232/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.934, Loss: 0.153 Epoch 56 Batch 233/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.934, Loss: 0.179 Epoch 56 Batch 234/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.934, Loss: 0.195 Epoch 56 Batch 235/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.934, Loss: 0.165 Epoch 56 Batch 236/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.188 Epoch 56 Batch 237/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.136 Epoch 56 Batch 238/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.180 Epoch 56 Batch 239/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.929, Loss: 0.147 Epoch 56 Batch 240/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.929, Loss: 0.154 Epoch 56 Batch 241/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.929, Loss: 0.155 Epoch 56 Batch 242/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.153 Epoch 56 Batch 243/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.186 Epoch 56 Batch 244/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.170 Epoch 56 Batch 245/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.142 Epoch 56 Batch 246/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.157 Epoch 56 Batch 247/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.155 Epoch 56 Batch 248/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.933, Loss: 0.157 Epoch 56 Batch 249/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.933, Loss: 0.158 Epoch 56 Batch 250/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.929, Loss: 0.158 Epoch 56 Batch 251/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.167 Epoch 56 Batch 252/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.927, Loss: 0.154 Epoch 56 Batch 253/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.927, Loss: 0.169 Epoch 56 Batch 254/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.927, Loss: 0.156 Epoch 56 Batch 255/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.168 Epoch 56 Batch 256/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.931, Loss: 0.207 Epoch 56 Batch 257/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.930, Loss: 0.166 Epoch 56 Batch 258/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.934, Loss: 0.159 Epoch 56 Batch 259/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.159 Epoch 56 Batch 260/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.162 Epoch 56 Batch 261/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.933, Loss: 0.155 Epoch 56 Batch 262/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.933, Loss: 0.150 Epoch 56 Batch 263/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.928, Loss: 0.155 Epoch 56 Batch 264/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.173 Epoch 56 Batch 265/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.928, Loss: 0.157 Epoch 56 Batch 266/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.930, Loss: 0.176 Epoch 56 Batch 267/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.925, Loss: 0.133 Epoch 56 Batch 268/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.926, Loss: 0.172 Epoch 56 Batch 269/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.198 Epoch 56 Batch 270/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.170 Epoch 56 Batch 271/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.150 Epoch 56 Batch 272/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.920, Loss: 0.240 Epoch 56 Batch 273/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.920, Loss: 0.157 Epoch 56 Batch 274/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.174 Epoch 56 Batch 275/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.171 Epoch 56 Batch 276/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.924, Loss: 0.210 Epoch 56 Batch 277/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.929, Loss: 0.147 Epoch 56 Batch 278/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.929, Loss: 0.197 Epoch 56 Batch 279/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.929, Loss: 0.213 Epoch 56 Batch 280/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.928, Loss: 0.179 Epoch 56 Batch 281/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.929, Loss: 0.199 Epoch 56 Batch 282/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.929, Loss: 0.200 Epoch 56 Batch 283/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.929, Loss: 0.174 Epoch 56 Batch 284/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.182 Epoch 56 Batch 285/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.171 Epoch 56 Batch 286/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.163 Epoch 56 Batch 287/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.164 Epoch 56 Batch 288/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.185 Epoch 56 Batch 289/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.157 Epoch 56 Batch 290/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.927, Loss: 0.204 Epoch 56 Batch 291/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.190 Epoch 56 Batch 292/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.928, Loss: 0.155 Epoch 56 Batch 293/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.181 Epoch 56 Batch 294/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.928, Loss: 0.158 Epoch 56 Batch 295/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.186 Epoch 56 Batch 296/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.155 Epoch 56 Batch 297/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.924, Loss: 0.201 Epoch 56 Batch 298/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.192 Epoch 56 Batch 299/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.160 Epoch 56 Batch 300/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.921, Loss: 0.138 Epoch 56 Batch 301/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.167 Epoch 56 Batch 302/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.918, Loss: 0.132 Epoch 56 Batch 303/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.921, Loss: 0.190 Epoch 56 Batch 304/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.916, Loss: 0.162 Epoch 56 Batch 305/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.182 Epoch 56 Batch 306/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.164 Epoch 56 Batch 307/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.170 Epoch 56 Batch 308/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.922, Loss: 0.201 Epoch 56 Batch 309/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.147 Epoch 56 Batch 310/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.926, Loss: 0.167 Epoch 56 Batch 311/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.925, Loss: 0.155 Epoch 56 Batch 312/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.916, Loss: 0.184 Epoch 56 Batch 313/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.160 Epoch 56 Batch 314/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.169 Epoch 56 Batch 315/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.914, Loss: 0.148 Epoch 56 Batch 316/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.914, Loss: 0.152 Epoch 56 Batch 317/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.911, Loss: 0.183 Epoch 56 Batch 318/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.142 Epoch 56 Batch 319/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.166 Epoch 56 Batch 320/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.911, Loss: 0.176 Epoch 56 Batch 321/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.164 Epoch 56 Batch 322/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.141 Epoch 56 Batch 323/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.185 Epoch 56 Batch 324/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.169 Epoch 56 Batch 325/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.168 Epoch 56 Batch 326/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.157 Epoch 56 Batch 327/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.175 Epoch 56 Batch 328/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.191 Epoch 56 Batch 329/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.171 Epoch 56 Batch 330/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.912, Loss: 0.161 Epoch 56 Batch 331/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.907, Loss: 0.156 Epoch 56 Batch 332/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.912, Loss: 0.140 Epoch 56 Batch 333/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.912, Loss: 0.154 Epoch 56 Batch 334/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.907, Loss: 0.178 Epoch 56 Batch 335/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.160 Epoch 56 Batch 336/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.907, Loss: 0.193 Epoch 56 Batch 337/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.909, Loss: 0.183 Epoch 56 Batch 338/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.919, Loss: 0.192 Epoch 56 Batch 339/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.129 Epoch 56 Batch 340/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.915, Loss: 0.152 Epoch 56 Batch 341/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.211 Epoch 56 Batch 342/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.918, Loss: 0.155 Epoch 56 Batch 343/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.162 Epoch 56 Batch 344/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.181 Epoch 56 Batch 345/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.158 Epoch 56 Batch 346/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.169 Epoch 56 Batch 347/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.928, Loss: 0.145 Epoch 56 Batch 348/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.933, Loss: 0.139 Epoch 56 Batch 349/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.933, Loss: 0.159 Epoch 56 Batch 350/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.937, Loss: 0.160 Epoch 56 Batch 351/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.167 Epoch 56 Batch 352/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.161 Epoch 56 Batch 353/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.929, Loss: 0.191 Epoch 56 Batch 354/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.929, Loss: 0.190 Epoch 56 Batch 355/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.929, Loss: 0.193 Epoch 56 Batch 356/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.175 Epoch 56 Batch 357/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.152 Epoch 56 Batch 358/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.180 Epoch 56 Batch 359/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.176 Epoch 56 Batch 360/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.169 Epoch 56 Batch 361/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.159 Epoch 56 Batch 362/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.165 Epoch 56 Batch 363/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.926, Loss: 0.197 Epoch 56 Batch 364/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.925, Loss: 0.185 Epoch 56 Batch 365/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.150 Epoch 56 Batch 366/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.154 Epoch 56 Batch 367/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.139 Epoch 56 Batch 368/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.922, Loss: 0.158 Epoch 56 Batch 369/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.161 Epoch 56 Batch 370/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.164 Epoch 56 Batch 371/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.156 Epoch 56 Batch 372/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.926, Loss: 0.154 Epoch 56 Batch 373/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.926, Loss: 0.142 Epoch 56 Batch 374/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.926, Loss: 0.184 Epoch 56 Batch 375/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.926, Loss: 0.157 Epoch 56 Batch 376/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.179 Epoch 56 Batch 377/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.167 Epoch 56 Batch 378/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.146 Epoch 56 Batch 379/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.926, Loss: 0.198 Epoch 56 Batch 380/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.152 Epoch 56 Batch 381/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.180 Epoch 56 Batch 382/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.196 Epoch 56 Batch 383/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.180 Epoch 56 Batch 384/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.161 Epoch 56 Batch 385/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.910, Loss: 0.164 Epoch 56 Batch 386/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.913, Loss: 0.163 Epoch 56 Batch 387/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.162 Epoch 56 Batch 388/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.172 Epoch 56 Batch 389/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.174 Epoch 56 Batch 390/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.919, Loss: 0.182 Epoch 56 Batch 391/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.178 Epoch 56 Batch 392/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.919, Loss: 0.177 Epoch 56 Batch 393/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.154 Epoch 56 Batch 394/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.170 Epoch 56 Batch 395/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.922, Loss: 0.175 Epoch 56 Batch 396/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.930, Loss: 0.189 Epoch 56 Batch 397/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.184 Epoch 56 Batch 398/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.182 Epoch 56 Batch 399/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.927, Loss: 0.185 Epoch 56 Batch 400/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.185 Epoch 56 Batch 401/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.160 Epoch 56 Batch 402/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.154 Epoch 56 Batch 403/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.933, Loss: 0.179 Epoch 56 Batch 404/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.933, Loss: 0.158 Epoch 56 Batch 405/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.933, Loss: 0.183 Epoch 56 Batch 406/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.934, Loss: 0.128 Epoch 56 Batch 407/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.192 Epoch 56 Batch 408/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.932, Loss: 0.181 Epoch 56 Batch 409/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.937, Loss: 0.186 Epoch 56 Batch 410/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.937, Loss: 0.198 Epoch 56 Batch 411/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.933, Loss: 0.171 Epoch 56 Batch 412/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.933, Loss: 0.157 Epoch 56 Batch 413/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.147 Epoch 56 Batch 414/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.931, Loss: 0.167 Epoch 56 Batch 415/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.165 Epoch 56 Batch 416/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.174 Epoch 56 Batch 417/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.932, Loss: 0.228 Epoch 56 Batch 418/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.161 Epoch 56 Batch 419/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.171 Epoch 56 Batch 420/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.158 Epoch 56 Batch 421/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.187 Epoch 56 Batch 422/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.149 Epoch 56 Batch 423/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.163 Epoch 56 Batch 424/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.157 Epoch 56 Batch 425/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.146 Epoch 56 Batch 426/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.188 Epoch 56 Batch 427/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.174 Epoch 56 Batch 428/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.916, Loss: 0.155 Epoch 56 Batch 429/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.144 Epoch 56 Batch 430/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.142 Epoch 56 Batch 431/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.165 Epoch 56 Batch 432/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.179 Epoch 56 Batch 433/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.929, Loss: 0.178 Epoch 56 Batch 434/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.157 Epoch 56 Batch 435/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.928, Loss: 0.173 Epoch 56 Batch 436/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.178 Epoch 56 Batch 437/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.158 Epoch 56 Batch 438/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.152 Epoch 56 Batch 439/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.926, Loss: 0.181 Epoch 56 Batch 440/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.931, Loss: 0.180 Epoch 56 Batch 441/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.931, Loss: 0.169 Epoch 56 Batch 442/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.164 Epoch 56 Batch 443/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.931, Loss: 0.153 Epoch 56 Batch 444/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.931, Loss: 0.157 Epoch 56 Batch 445/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.931, Loss: 0.158 Epoch 56 Batch 446/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.934, Loss: 0.138 Epoch 56 Batch 447/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.934, Loss: 0.168 Epoch 56 Batch 448/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.929, Loss: 0.199 Epoch 56 Batch 449/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.187 Epoch 56 Batch 450/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.187 Epoch 56 Batch 451/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.151 Epoch 56 Batch 452/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.180 Epoch 56 Batch 453/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.930, Loss: 0.168 Epoch 56 Batch 454/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.930, Loss: 0.176 Epoch 56 Batch 455/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.930, Loss: 0.173 Epoch 56 Batch 456/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.151 Epoch 56 Batch 457/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.155 Epoch 56 Batch 458/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.197 Epoch 56 Batch 459/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.159 Epoch 56 Batch 460/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.933, Loss: 0.171 Epoch 56 Batch 461/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.933, Loss: 0.167 Epoch 56 Batch 462/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.155 Epoch 56 Batch 463/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.933, Loss: 0.185 Epoch 56 Batch 464/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.933, Loss: 0.168 Epoch 56 Batch 465/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.933, Loss: 0.171 Epoch 56 Batch 466/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.164 Epoch 56 Batch 467/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.933, Loss: 0.183 Epoch 56 Batch 468/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.176 Epoch 56 Batch 469/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.157 Epoch 56 Batch 470/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.924, Loss: 0.163 Epoch 56 Batch 471/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.924, Loss: 0.148 Epoch 56 Batch 472/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.141 Epoch 56 Batch 473/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.177 Epoch 56 Batch 474/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.928, Loss: 0.165 Epoch 56 Batch 475/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.163 Epoch 56 Batch 476/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.162 Epoch 56 Batch 477/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.928, Loss: 0.142 Epoch 56 Batch 478/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.174 Epoch 56 Batch 479/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.928, Loss: 0.161 Epoch 56 Batch 480/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.173 Epoch 56 Batch 481/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.179 Epoch 56 Batch 482/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.932, Loss: 0.193 Epoch 56 Batch 483/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.933, Loss: 0.180 Epoch 56 Batch 484/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.933, Loss: 0.196 Epoch 56 Batch 485/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.933, Loss: 0.154 Epoch 56 Batch 486/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.933, Loss: 0.160 Epoch 56 Batch 487/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.933, Loss: 0.156 Epoch 56 Batch 488/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.933, Loss: 0.169 Epoch 56 Batch 489/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.933, Loss: 0.152 Epoch 56 Batch 490/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.160 Epoch 56 Batch 491/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.931, Loss: 0.173 Epoch 56 Batch 492/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.934, Loss: 0.187 Epoch 56 Batch 493/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.155 Epoch 56 Batch 494/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.935, Loss: 0.158 Epoch 56 Batch 495/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.153 Epoch 56 Batch 496/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.931, Loss: 0.178 Epoch 56 Batch 497/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.178 Epoch 56 Batch 498/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.174 Epoch 56 Batch 499/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.925, Loss: 0.149 Epoch 56 Batch 500/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.151 Epoch 56 Batch 501/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.152 Epoch 56 Batch 502/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.925, Loss: 0.157 Epoch 56 Batch 503/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.158 Epoch 56 Batch 504/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.163 Epoch 56 Batch 505/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.137 Epoch 56 Batch 506/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.169 Epoch 56 Batch 507/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.926, Loss: 0.169 Epoch 56 Batch 508/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.151 Epoch 56 Batch 509/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.197 Epoch 56 Batch 510/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.930, Loss: 0.162 Epoch 56 Batch 511/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.930, Loss: 0.150 Epoch 56 Batch 512/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.933, Loss: 0.166 Epoch 56 Batch 513/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.933, Loss: 0.175 Epoch 56 Batch 514/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.933, Loss: 0.178 Epoch 56 Batch 515/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.932, Loss: 0.150 Epoch 56 Batch 516/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.147 Epoch 56 Batch 517/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.932, Loss: 0.156 Epoch 56 Batch 518/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.156 Epoch 56 Batch 519/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.160 Epoch 56 Batch 520/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.160 Epoch 56 Batch 521/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.924, Loss: 0.169 Epoch 56 Batch 522/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.923, Loss: 0.180 Epoch 56 Batch 523/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.164 Epoch 56 Batch 524/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.184 Epoch 56 Batch 525/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.927, Loss: 0.178 Epoch 56 Batch 526/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.153 Epoch 56 Batch 527/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.150 Epoch 56 Batch 528/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.164 Epoch 56 Batch 529/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.927, Loss: 0.152 Epoch 56 Batch 530/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.927, Loss: 0.170 Epoch 56 Batch 531/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.176 Epoch 56 Batch 532/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.930, Loss: 0.187 Epoch 56 Batch 533/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.204 Epoch 56 Batch 534/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.164 Epoch 56 Batch 535/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.157 Epoch 56 Batch 536/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.148 Epoch 56 Batch 537/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.161 Epoch 56 Batch 538/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.928, Loss: 0.133 Epoch 56 Batch 539/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.186 Epoch 56 Batch 540/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.929, Loss: 0.137 Epoch 56 Batch 541/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.929, Loss: 0.166 Epoch 56 Batch 542/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.165 Epoch 56 Batch 543/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.181 Epoch 56 Batch 544/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.923, Loss: 0.138 Epoch 56 Batch 545/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.176 Epoch 56 Batch 546/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.176 Epoch 56 Batch 547/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.167 Epoch 56 Batch 548/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.178 Epoch 56 Batch 549/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.925, Loss: 0.206 Epoch 56 Batch 550/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.925, Loss: 0.168 Epoch 56 Batch 551/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.926, Loss: 0.171 Epoch 56 Batch 552/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.172 Epoch 56 Batch 553/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.193 Epoch 56 Batch 554/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.923, Loss: 0.140 Epoch 56 Batch 555/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.152 Epoch 56 Batch 556/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.143 Epoch 56 Batch 557/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.178 Epoch 56 Batch 558/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.167 Epoch 56 Batch 559/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.155 Epoch 56 Batch 560/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.929, Loss: 0.155 Epoch 56 Batch 561/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.156 Epoch 56 Batch 562/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.925, Loss: 0.135 Epoch 56 Batch 563/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.925, Loss: 0.208 Epoch 56 Batch 564/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.180 Epoch 56 Batch 565/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.174 Epoch 56 Batch 566/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.929, Loss: 0.191 Epoch 56 Batch 567/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.163 Epoch 56 Batch 568/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.155 Epoch 56 Batch 569/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.184 Epoch 56 Batch 570/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.179 Epoch 56 Batch 571/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.150 Epoch 56 Batch 572/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.158 Epoch 56 Batch 573/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.194 Epoch 56 Batch 574/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.171 Epoch 56 Batch 575/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.149 Epoch 56 Batch 576/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.926, Loss: 0.154 Epoch 56 Batch 577/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.181 Epoch 56 Batch 578/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.926, Loss: 0.187 Epoch 56 Batch 579/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.141 Epoch 56 Batch 580/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.145 Epoch 56 Batch 581/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.929, Loss: 0.135 Epoch 56 Batch 582/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.927, Loss: 0.171 Epoch 56 Batch 583/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.173 Epoch 56 Batch 584/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.161 Epoch 56 Batch 585/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.124 Epoch 56 Batch 586/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.157 Epoch 56 Batch 587/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.153 Epoch 56 Batch 588/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.155 Epoch 56 Batch 589/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.913, Loss: 0.153 Epoch 56 Batch 590/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.167 Epoch 56 Batch 591/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.160 Epoch 56 Batch 592/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.190 Epoch 56 Batch 593/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.179 Epoch 56 Batch 594/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.161 Epoch 56 Batch 595/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.176 Epoch 56 Batch 596/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.928, Loss: 0.196 Epoch 56 Batch 597/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.151 Epoch 56 Batch 598/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.161 Epoch 56 Batch 599/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.217 Epoch 56 Batch 600/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.930, Loss: 0.164 Epoch 56 Batch 601/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.931, Loss: 0.184 Epoch 56 Batch 602/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.932, Loss: 0.182 Epoch 56 Batch 603/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.181 Epoch 56 Batch 604/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.177 Epoch 56 Batch 605/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.205 Epoch 56 Batch 606/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.156 Epoch 56 Batch 607/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.934, Loss: 0.166 Epoch 56 Batch 608/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.935, Loss: 0.179 Epoch 56 Batch 609/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.934, Loss: 0.176 Epoch 56 Batch 610/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.934, Loss: 0.189 Epoch 56 Batch 611/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.180 Epoch 56 Batch 612/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.934, Loss: 0.136 Epoch 56 Batch 613/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.170 Epoch 56 Batch 614/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.930, Loss: 0.137 Epoch 56 Batch 615/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.930, Loss: 0.158 Epoch 56 Batch 616/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.171 Epoch 56 Batch 617/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.175 Epoch 56 Batch 618/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.929, Loss: 0.149 Epoch 56 Batch 619/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.929, Loss: 0.140 Epoch 56 Batch 620/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.929, Loss: 0.141 Epoch 56 Batch 621/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.929, Loss: 0.158 Epoch 56 Batch 622/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.167 Epoch 56 Batch 623/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.932, Loss: 0.178 Epoch 56 Batch 624/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.167 Epoch 56 Batch 625/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.155 Epoch 56 Batch 626/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.149 Epoch 56 Batch 627/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.167 Epoch 56 Batch 628/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.934, Loss: 0.181 Epoch 56 Batch 629/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.178 Epoch 56 Batch 630/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.929, Loss: 0.176 Epoch 56 Batch 631/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.173 Epoch 56 Batch 632/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.929, Loss: 0.155 Epoch 56 Batch 633/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.168 Epoch 56 Batch 634/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.929, Loss: 0.130 Epoch 56 Batch 635/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.927, Loss: 0.218 Epoch 56 Batch 636/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.162 Epoch 56 Batch 637/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.164 Epoch 56 Batch 638/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.170 Epoch 56 Batch 639/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.181 Epoch 56 Batch 640/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.148 Epoch 56 Batch 641/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.162 Epoch 56 Batch 642/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.176 Epoch 56 Batch 643/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.927, Loss: 0.121 Epoch 56 Batch 644/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.148 Epoch 56 Batch 645/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.160 Epoch 56 Batch 646/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.931, Loss: 0.157 Epoch 56 Batch 647/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.161 Epoch 56 Batch 648/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.142 Epoch 56 Batch 649/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.166 Epoch 56 Batch 650/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.178 Epoch 56 Batch 651/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.167 Epoch 56 Batch 652/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.933, Loss: 0.178 Epoch 56 Batch 653/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.933, Loss: 0.188 Epoch 56 Batch 654/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.934, Loss: 0.136 Epoch 56 Batch 655/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.932, Loss: 0.184 Epoch 56 Batch 656/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.932, Loss: 0.162 Epoch 56 Batch 657/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.933, Loss: 0.190 Epoch 56 Batch 658/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.933, Loss: 0.146 Epoch 56 Batch 659/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.932, Loss: 0.155 Epoch 56 Batch 660/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.169 Epoch 56 Batch 661/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.931, Loss: 0.144 Epoch 56 Batch 662/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.145 Epoch 56 Batch 663/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.144 Epoch 56 Batch 664/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.934, Loss: 0.169 Epoch 56 Batch 665/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.935, Loss: 0.164 Epoch 56 Batch 666/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.935, Loss: 0.165 Epoch 56 Batch 667/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.171 Epoch 56 Batch 668/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.176 Epoch 56 Batch 669/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.164 Epoch 56 Batch 670/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.161 Epoch 56 Batch 671/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.924, Loss: 0.172 Epoch 56 Batch 672/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.152 Epoch 56 Batch 673/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.924, Loss: 0.158 Epoch 56 Batch 674/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.928, Loss: 0.166 Epoch 56 Batch 675/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.185 Epoch 56 Batch 676/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.161 Epoch 56 Batch 677/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.928, Loss: 0.191 Epoch 56 Batch 678/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.143 Epoch 56 Batch 679/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.164 Epoch 56 Batch 680/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.156 Epoch 56 Batch 681/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.912, Loss: 0.173 Epoch 56 Batch 682/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.165 Epoch 56 Batch 683/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.162 Epoch 56 Batch 684/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.911, Loss: 0.163 Epoch 56 Batch 685/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.179 Epoch 56 Batch 686/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.169 Epoch 56 Batch 687/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.185 Epoch 56 Batch 688/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.915, Loss: 0.154 Epoch 56 Batch 689/1077 - Train Accuracy: 0.964, Validation Accuracy: 0.915, Loss: 0.131 Epoch 56 Batch 690/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.157 Epoch 56 Batch 691/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.920, Loss: 0.183 Epoch 56 Batch 692/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.173 Epoch 56 Batch 693/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.917, Loss: 0.215 Epoch 56 Batch 694/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.917, Loss: 0.169 Epoch 56 Batch 695/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.917, Loss: 0.151 Epoch 56 Batch 696/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.917, Loss: 0.184 Epoch 56 Batch 697/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.154 Epoch 56 Batch 698/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.150 Epoch 56 Batch 699/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.152 Epoch 56 Batch 700/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.143 Epoch 56 Batch 701/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.174 Epoch 56 Batch 702/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.199 Epoch 56 Batch 703/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.166 Epoch 56 Batch 704/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.925, Loss: 0.207 Epoch 56 Batch 705/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.183 Epoch 56 Batch 706/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.203 Epoch 56 Batch 707/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.178 Epoch 56 Batch 708/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.925, Loss: 0.157 Epoch 56 Batch 709/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.925, Loss: 0.177 Epoch 56 Batch 710/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.177 Epoch 56 Batch 711/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.178 Epoch 56 Batch 712/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.924, Loss: 0.169 Epoch 56 Batch 713/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.152 Epoch 56 Batch 714/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.165 Epoch 56 Batch 715/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.923, Loss: 0.198 Epoch 56 Batch 716/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.921, Loss: 0.131 Epoch 56 Batch 717/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.920, Loss: 0.147 Epoch 56 Batch 718/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.152 Epoch 56 Batch 719/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.156 Epoch 56 Batch 720/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.191 Epoch 56 Batch 721/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.174 Epoch 56 Batch 722/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.159 Epoch 56 Batch 723/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.150 Epoch 56 Batch 724/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.164 Epoch 56 Batch 725/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.136 Epoch 56 Batch 726/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.938, Loss: 0.160 Epoch 56 Batch 727/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.937, Loss: 0.162 Epoch 56 Batch 728/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.937, Loss: 0.169 Epoch 56 Batch 729/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.176 Epoch 56 Batch 730/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.181 Epoch 56 Batch 731/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.191 Epoch 56 Batch 732/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.917, Loss: 0.180 Epoch 56 Batch 733/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.170 Epoch 56 Batch 734/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.185 Epoch 56 Batch 735/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.915, Loss: 0.146 Epoch 56 Batch 736/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.160 Epoch 56 Batch 737/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.170 Epoch 56 Batch 738/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.137 Epoch 56 Batch 739/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.920, Loss: 0.150 Epoch 56 Batch 740/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.162 Epoch 56 Batch 741/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.185 Epoch 56 Batch 742/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.159 Epoch 56 Batch 743/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.925, Loss: 0.159 Epoch 56 Batch 744/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.157 Epoch 56 Batch 745/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.185 Epoch 56 Batch 746/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.926, Loss: 0.166 Epoch 56 Batch 747/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.158 Epoch 56 Batch 748/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.147 Epoch 56 Batch 749/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.922, Loss: 0.162 Epoch 56 Batch 750/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.167 Epoch 56 Batch 751/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.180 Epoch 56 Batch 752/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.157 Epoch 56 Batch 753/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.916, Loss: 0.168 Epoch 56 Batch 754/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.921, Loss: 0.166 Epoch 56 Batch 755/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.167 Epoch 56 Batch 756/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.155 Epoch 56 Batch 757/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.182 Epoch 56 Batch 758/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.143 Epoch 56 Batch 759/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.925, Loss: 0.150 Epoch 56 Batch 760/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.165 Epoch 56 Batch 761/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.168 Epoch 56 Batch 762/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.924, Loss: 0.157 Epoch 56 Batch 763/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.142 Epoch 56 Batch 764/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.925, Loss: 0.166 Epoch 56 Batch 765/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.158 Epoch 56 Batch 766/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.184 Epoch 56 Batch 767/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.925, Loss: 0.157 Epoch 56 Batch 768/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.152 Epoch 56 Batch 769/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.924, Loss: 0.171 Epoch 56 Batch 770/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.924, Loss: 0.166 Epoch 56 Batch 771/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.185 Epoch 56 Batch 772/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.933, Loss: 0.154 Epoch 56 Batch 773/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.927, Loss: 0.166 Epoch 56 Batch 774/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.927, Loss: 0.151 Epoch 56 Batch 775/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.930, Loss: 0.152 Epoch 56 Batch 776/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.141 Epoch 56 Batch 777/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.930, Loss: 0.173 Epoch 56 Batch 778/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.931, Loss: 0.149 Epoch 56 Batch 779/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.931, Loss: 0.173 Epoch 56 Batch 780/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.931, Loss: 0.198 Epoch 56 Batch 781/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.931, Loss: 0.147 Epoch 56 Batch 782/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.154 Epoch 56 Batch 783/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.183 Epoch 56 Batch 784/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.141 Epoch 56 Batch 785/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.922, Loss: 0.160 Epoch 56 Batch 786/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.165 Epoch 56 Batch 787/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.161 Epoch 56 Batch 788/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.159 Epoch 56 Batch 789/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.166 Epoch 56 Batch 790/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.922, Loss: 0.175 Epoch 56 Batch 791/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.179 Epoch 56 Batch 792/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.176 Epoch 56 Batch 793/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.152 Epoch 56 Batch 794/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.930, Loss: 0.175 Epoch 56 Batch 795/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.184 Epoch 56 Batch 796/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.926, Loss: 0.163 Epoch 56 Batch 797/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.164 Epoch 56 Batch 798/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.155 Epoch 56 Batch 799/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.926, Loss: 0.206 Epoch 56 Batch 800/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.930, Loss: 0.168 Epoch 56 Batch 801/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.188 Epoch 56 Batch 802/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.189 Epoch 56 Batch 803/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.168 Epoch 56 Batch 804/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.169 Epoch 56 Batch 805/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.926, Loss: 0.166 Epoch 56 Batch 806/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.163 Epoch 56 Batch 807/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.134 Epoch 56 Batch 808/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.926, Loss: 0.191 Epoch 56 Batch 809/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.200 Epoch 56 Batch 810/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.151 Epoch 56 Batch 811/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.153 Epoch 56 Batch 812/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.176 Epoch 56 Batch 813/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.165 Epoch 56 Batch 814/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.167 Epoch 56 Batch 815/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.158 Epoch 56 Batch 816/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.178 Epoch 56 Batch 817/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.178 Epoch 56 Batch 818/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.170 Epoch 56 Batch 819/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.159 Epoch 56 Batch 820/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.919, Loss: 0.161 Epoch 56 Batch 821/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.159 Epoch 56 Batch 822/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.919, Loss: 0.171 Epoch 56 Batch 823/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.919, Loss: 0.184 Epoch 56 Batch 824/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.919, Loss: 0.159 Epoch 56 Batch 825/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.927, Loss: 0.142 Epoch 56 Batch 826/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.148 Epoch 56 Batch 827/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.172 Epoch 56 Batch 828/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.161 Epoch 56 Batch 829/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.918, Loss: 0.204 Epoch 56 Batch 830/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.919, Loss: 0.175 Epoch 56 Batch 831/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.919, Loss: 0.171 Epoch 56 Batch 832/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.919, Loss: 0.164 Epoch 56 Batch 833/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.175 Epoch 56 Batch 834/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.179 Epoch 56 Batch 835/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.187 Epoch 56 Batch 836/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.917, Loss: 0.163 Epoch 56 Batch 837/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.183 Epoch 56 Batch 838/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.163 Epoch 56 Batch 839/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.164 Epoch 56 Batch 840/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.927, Loss: 0.135 Epoch 56 Batch 841/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.167 Epoch 56 Batch 842/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.166 Epoch 56 Batch 843/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.929, Loss: 0.178 Epoch 56 Batch 844/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.142 Epoch 56 Batch 845/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.927, Loss: 0.167 Epoch 56 Batch 846/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.925, Loss: 0.174 Epoch 56 Batch 847/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.172 Epoch 56 Batch 848/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.918, Loss: 0.173 Epoch 56 Batch 849/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.149 Epoch 56 Batch 850/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.187 Epoch 56 Batch 851/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.183 Epoch 56 Batch 852/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.920, Loss: 0.197 Epoch 56 Batch 853/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.918, Loss: 0.136 Epoch 56 Batch 854/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.166 Epoch 56 Batch 855/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.157 Epoch 56 Batch 856/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.178 Epoch 56 Batch 857/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.147 Epoch 56 Batch 858/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.159 Epoch 56 Batch 859/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.170 Epoch 56 Batch 860/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.916, Loss: 0.157 Epoch 56 Batch 861/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.169 Epoch 56 Batch 862/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.176 Epoch 56 Batch 863/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.159 Epoch 56 Batch 864/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.161 Epoch 56 Batch 865/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.163 Epoch 56 Batch 866/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.165 Epoch 56 Batch 867/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.926, Loss: 0.202 Epoch 56 Batch 868/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.183 Epoch 56 Batch 869/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.922, Loss: 0.158 Epoch 56 Batch 870/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.927, Loss: 0.182 Epoch 56 Batch 871/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.159 Epoch 56 Batch 872/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.151 Epoch 56 Batch 873/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.166 Epoch 56 Batch 874/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.930, Loss: 0.172 Epoch 56 Batch 875/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.935, Loss: 0.183 Epoch 56 Batch 876/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.935, Loss: 0.164 Epoch 56 Batch 877/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.144 Epoch 56 Batch 878/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.164 Epoch 56 Batch 879/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.160 Epoch 56 Batch 880/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.170 Epoch 56 Batch 881/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.186 Epoch 56 Batch 882/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.185 Epoch 56 Batch 883/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.200 Epoch 56 Batch 884/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.925, Loss: 0.162 Epoch 56 Batch 885/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.130 Epoch 56 Batch 886/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.172 Epoch 56 Batch 887/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.921, Loss: 0.192 Epoch 56 Batch 888/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.132 Epoch 56 Batch 889/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.169 Epoch 56 Batch 890/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.926, Loss: 0.161 Epoch 56 Batch 891/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.146 Epoch 56 Batch 892/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.927, Loss: 0.140 Epoch 56 Batch 893/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.148 Epoch 56 Batch 894/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.162 Epoch 56 Batch 895/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.172 Epoch 56 Batch 896/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.189 Epoch 56 Batch 897/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.137 Epoch 56 Batch 898/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.147 Epoch 56 Batch 899/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.183 Epoch 56 Batch 900/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.182 Epoch 56 Batch 901/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.931, Loss: 0.185 Epoch 56 Batch 902/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.927, Loss: 0.186 Epoch 56 Batch 903/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.931, Loss: 0.162 Epoch 56 Batch 904/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.149 Epoch 56 Batch 905/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.931, Loss: 0.135 Epoch 56 Batch 906/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.932, Loss: 0.160 Epoch 56 Batch 907/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.932, Loss: 0.169 Epoch 56 Batch 908/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.937, Loss: 0.177 Epoch 56 Batch 909/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.936, Loss: 0.176 Epoch 56 Batch 910/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.931, Loss: 0.158 Epoch 56 Batch 911/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.164 Epoch 56 Batch 912/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.178 Epoch 56 Batch 913/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.934, Loss: 0.195 Epoch 56 Batch 914/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.214 Epoch 56 Batch 915/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.930, Loss: 0.161 Epoch 56 Batch 916/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.173 Epoch 56 Batch 917/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.930, Loss: 0.156 Epoch 56 Batch 918/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.163 Epoch 56 Batch 919/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.934, Loss: 0.152 Epoch 56 Batch 920/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.191 Epoch 56 Batch 921/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.929, Loss: 0.159 Epoch 56 Batch 922/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.165 Epoch 56 Batch 923/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.934, Loss: 0.151 Epoch 56 Batch 924/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.934, Loss: 0.200 Epoch 56 Batch 925/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.934, Loss: 0.162 Epoch 56 Batch 926/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.934, Loss: 0.188 Epoch 56 Batch 927/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.934, Loss: 0.185 Epoch 56 Batch 928/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.171 Epoch 56 Batch 929/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.934, Loss: 0.180 Epoch 56 Batch 930/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.934, Loss: 0.156 Epoch 56 Batch 931/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.163 Epoch 56 Batch 932/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.933, Loss: 0.163 Epoch 56 Batch 933/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.935, Loss: 0.180 Epoch 56 Batch 934/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.935, Loss: 0.173 Epoch 56 Batch 935/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.937, Loss: 0.159 Epoch 56 Batch 936/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.937, Loss: 0.189 Epoch 56 Batch 937/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.189 Epoch 56 Batch 938/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.938, Loss: 0.175 Epoch 56 Batch 939/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.938, Loss: 0.210 Epoch 56 Batch 940/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.933, Loss: 0.137 Epoch 56 Batch 941/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.164 Epoch 56 Batch 942/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.932, Loss: 0.182 Epoch 56 Batch 943/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.151 Epoch 56 Batch 944/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.931, Loss: 0.151 Epoch 56 Batch 945/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.931, Loss: 0.174 Epoch 56 Batch 946/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.931, Loss: 0.151 Epoch 56 Batch 947/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.929, Loss: 0.189 Epoch 56 Batch 948/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.173 Epoch 56 Batch 949/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.930, Loss: 0.145 Epoch 56 Batch 950/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.934, Loss: 0.161 Epoch 56 Batch 951/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.180 Epoch 56 Batch 952/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.153 Epoch 56 Batch 953/1077 - Train Accuracy: 0.969, Validation Accuracy: 0.925, Loss: 0.146 Epoch 56 Batch 954/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.929, Loss: 0.165 Epoch 56 Batch 955/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.168 Epoch 56 Batch 956/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.929, Loss: 0.171 Epoch 56 Batch 957/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.929, Loss: 0.171 Epoch 56 Batch 958/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.168 Epoch 56 Batch 959/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.934, Loss: 0.156 Epoch 56 Batch 960/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.938, Loss: 0.161 Epoch 56 Batch 961/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.938, Loss: 0.180 Epoch 56 Batch 962/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.161 Epoch 56 Batch 963/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.214 Epoch 56 Batch 964/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.145 Epoch 56 Batch 965/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.925, Loss: 0.187 Epoch 56 Batch 966/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.129 Epoch 56 Batch 967/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.926, Loss: 0.145 Epoch 56 Batch 968/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.928, Loss: 0.206 Epoch 56 Batch 969/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.927, Loss: 0.207 Epoch 56 Batch 970/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.932, Loss: 0.183 Epoch 56 Batch 971/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.933, Loss: 0.163 Epoch 56 Batch 972/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.935, Loss: 0.153 Epoch 56 Batch 973/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.935, Loss: 0.132 Epoch 56 Batch 974/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.157 Epoch 56 Batch 975/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.925, Loss: 0.158 Epoch 56 Batch 976/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.148 Epoch 56 Batch 977/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.150 Epoch 56 Batch 978/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.184 Epoch 56 Batch 979/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.180 Epoch 56 Batch 980/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.171 Epoch 56 Batch 981/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.159 Epoch 56 Batch 982/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.156 Epoch 56 Batch 983/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.929, Loss: 0.161 Epoch 56 Batch 984/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.929, Loss: 0.165 Epoch 56 Batch 985/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.162 Epoch 56 Batch 986/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.168 Epoch 56 Batch 987/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.150 Epoch 56 Batch 988/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.188 Epoch 56 Batch 989/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.172 Epoch 56 Batch 990/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.927, Loss: 0.187 Epoch 56 Batch 991/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.172 Epoch 56 Batch 992/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.930, Loss: 0.158 Epoch 56 Batch 993/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.146 Epoch 56 Batch 994/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.172 Epoch 56 Batch 995/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.160 Epoch 56 Batch 996/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.148 Epoch 56 Batch 997/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.150 Epoch 56 Batch 998/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.929, Loss: 0.158 Epoch 56 Batch 999/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.931, Loss: 0.154 Epoch 56 Batch 1000/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.934, Loss: 0.169 Epoch 56 Batch 1001/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.145 Epoch 56 Batch 1002/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.154 Epoch 56 Batch 1003/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.162 Epoch 56 Batch 1004/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.188 Epoch 56 Batch 1005/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.155 Epoch 56 Batch 1006/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.913, Loss: 0.139 Epoch 56 Batch 1007/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.918, Loss: 0.156 Epoch 56 Batch 1008/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.195 Epoch 56 Batch 1009/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.913, Loss: 0.139 Epoch 56 Batch 1010/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.913, Loss: 0.164 Epoch 56 Batch 1011/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.907, Loss: 0.162 Epoch 56 Batch 1012/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.907, Loss: 0.150 Epoch 56 Batch 1013/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.150 Epoch 56 Batch 1014/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.162 Epoch 56 Batch 1015/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.910, Loss: 0.207 Epoch 56 Batch 1016/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.159 Epoch 56 Batch 1017/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.153 Epoch 56 Batch 1018/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.909, Loss: 0.165 Epoch 56 Batch 1019/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.910, Loss: 0.192 Epoch 56 Batch 1020/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.919, Loss: 0.152 Epoch 56 Batch 1021/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.163 Epoch 56 Batch 1022/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.152 Epoch 56 Batch 1023/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.916, Loss: 0.150 Epoch 56 Batch 1024/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.925, Loss: 0.190 Epoch 56 Batch 1025/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.930, Loss: 0.161 Epoch 56 Batch 1026/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.170 Epoch 56 Batch 1027/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.169 Epoch 56 Batch 1028/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.934, Loss: 0.157 Epoch 56 Batch 1029/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.935, Loss: 0.153 Epoch 56 Batch 1030/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.935, Loss: 0.185 Epoch 56 Batch 1031/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.934, Loss: 0.193 Epoch 56 Batch 1032/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.180 Epoch 56 Batch 1033/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.930, Loss: 0.149 Epoch 56 Batch 1034/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.925, Loss: 0.150 Epoch 56 Batch 1035/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.930, Loss: 0.137 Epoch 56 Batch 1036/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.930, Loss: 0.194 Epoch 56 Batch 1037/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.160 Epoch 56 Batch 1038/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.163 Epoch 56 Batch 1039/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.160 Epoch 56 Batch 1040/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.926, Loss: 0.180 Epoch 56 Batch 1041/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.167 Epoch 56 Batch 1042/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.926, Loss: 0.157 Epoch 56 Batch 1043/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.173 Epoch 56 Batch 1044/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.176 Epoch 56 Batch 1045/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.152 Epoch 56 Batch 1046/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.924, Loss: 0.128 Epoch 56 Batch 1047/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.924, Loss: 0.150 Epoch 56 Batch 1048/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.152 Epoch 56 Batch 1049/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.188 Epoch 56 Batch 1050/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.924, Loss: 0.147 Epoch 56 Batch 1051/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.174 Epoch 56 Batch 1052/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.150 Epoch 56 Batch 1053/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.925, Loss: 0.182 Epoch 56 Batch 1054/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.167 Epoch 56 Batch 1055/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.167 Epoch 56 Batch 1056/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.920, Loss: 0.167 Epoch 56 Batch 1057/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.172 Epoch 56 Batch 1058/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.176 Epoch 56 Batch 1059/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.928, Loss: 0.176 Epoch 56 Batch 1060/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.131 Epoch 56 Batch 1061/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.928, Loss: 0.192 Epoch 56 Batch 1062/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.153 Epoch 56 Batch 1063/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.926, Loss: 0.167 Epoch 56 Batch 1064/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.159 Epoch 56 Batch 1065/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.169 Epoch 56 Batch 1066/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.160 Epoch 56 Batch 1067/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.172 Epoch 56 Batch 1068/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.934, Loss: 0.147 Epoch 56 Batch 1069/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.934, Loss: 0.132 Epoch 56 Batch 1070/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.939, Loss: 0.172 Epoch 56 Batch 1071/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.939, Loss: 0.163 Epoch 56 Batch 1072/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.933, Loss: 0.182 Epoch 56 Batch 1073/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.168 Epoch 56 Batch 1074/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.934, Loss: 0.188 Epoch 56 Batch 1075/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.924, Loss: 0.178 Epoch 57 Batch 0/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.145 Epoch 57 Batch 1/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.924, Loss: 0.167 Epoch 57 Batch 2/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.924, Loss: 0.162 Epoch 57 Batch 3/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.924, Loss: 0.156 Epoch 57 Batch 4/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.155 Epoch 57 Batch 5/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.929, Loss: 0.183 Epoch 57 Batch 6/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.179 Epoch 57 Batch 7/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.156 Epoch 57 Batch 8/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.135 Epoch 57 Batch 9/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.159 Epoch 57 Batch 10/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.929, Loss: 0.166 Epoch 57 Batch 11/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.929, Loss: 0.175 Epoch 57 Batch 12/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.928, Loss: 0.160 Epoch 57 Batch 13/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.928, Loss: 0.184 Epoch 57 Batch 14/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.928, Loss: 0.131 Epoch 57 Batch 15/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.917, Loss: 0.149 Epoch 57 Batch 16/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.162 Epoch 57 Batch 17/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.158 Epoch 57 Batch 18/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.164 Epoch 57 Batch 19/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.162 Epoch 57 Batch 20/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.155 Epoch 57 Batch 21/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.158 Epoch 57 Batch 22/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.156 Epoch 57 Batch 23/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.157 Epoch 57 Batch 24/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.166 Epoch 57 Batch 25/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.920, Loss: 0.144 Epoch 57 Batch 26/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.169 Epoch 57 Batch 27/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.157 Epoch 57 Batch 28/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.915, Loss: 0.157 Epoch 57 Batch 29/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.170 Epoch 57 Batch 30/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.911, Loss: 0.150 Epoch 57 Batch 31/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.169 Epoch 57 Batch 32/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.152 Epoch 57 Batch 33/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.911, Loss: 0.162 Epoch 57 Batch 34/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.911, Loss: 0.165 Epoch 57 Batch 35/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.917, Loss: 0.152 Epoch 57 Batch 36/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.909, Loss: 0.163 Epoch 57 Batch 37/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.919, Loss: 0.160 Epoch 57 Batch 38/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.923, Loss: 0.201 Epoch 57 Batch 39/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.203 Epoch 57 Batch 40/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.160 Epoch 57 Batch 41/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.169 Epoch 57 Batch 42/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.189 Epoch 57 Batch 43/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.156 Epoch 57 Batch 44/1077 - Train Accuracy: 0.966, Validation Accuracy: 0.924, Loss: 0.164 Epoch 57 Batch 45/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.924, Loss: 0.175 Epoch 57 Batch 46/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.924, Loss: 0.176 Epoch 57 Batch 47/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.157 Epoch 57 Batch 48/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.924, Loss: 0.190 Epoch 57 Batch 49/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.181 Epoch 57 Batch 50/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.165 Epoch 57 Batch 51/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.158 Epoch 57 Batch 52/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.168 Epoch 57 Batch 53/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.926, Loss: 0.167 Epoch 57 Batch 54/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.927, Loss: 0.205 Epoch 57 Batch 55/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.149 Epoch 57 Batch 56/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.154 Epoch 57 Batch 57/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.927, Loss: 0.145 Epoch 57 Batch 58/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.927, Loss: 0.148 Epoch 57 Batch 59/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.927, Loss: 0.156 Epoch 57 Batch 60/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.144 Epoch 57 Batch 61/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.167 Epoch 57 Batch 62/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.927, Loss: 0.179 Epoch 57 Batch 63/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.927, Loss: 0.156 Epoch 57 Batch 64/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.160 Epoch 57 Batch 65/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.168 Epoch 57 Batch 66/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.144 Epoch 57 Batch 67/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.158 Epoch 57 Batch 68/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.180 Epoch 57 Batch 69/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.927, Loss: 0.184 Epoch 57 Batch 70/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.926, Loss: 0.166 Epoch 57 Batch 71/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.927, Loss: 0.151 Epoch 57 Batch 72/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.153 Epoch 57 Batch 73/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.927, Loss: 0.147 Epoch 57 Batch 74/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.927, Loss: 0.119 Epoch 57 Batch 75/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.928, Loss: 0.210 Epoch 57 Batch 76/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.927, Loss: 0.146 Epoch 57 Batch 77/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.934, Loss: 0.155 Epoch 57 Batch 78/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.934, Loss: 0.168 Epoch 57 Batch 79/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.183 Epoch 57 Batch 80/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.934, Loss: 0.161 Epoch 57 Batch 81/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.933, Loss: 0.153 Epoch 57 Batch 82/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.139 Epoch 57 Batch 83/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.933, Loss: 0.168 Epoch 57 Batch 84/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.184 Epoch 57 Batch 85/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.158 Epoch 57 Batch 86/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.157 Epoch 57 Batch 87/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.931, Loss: 0.204 Epoch 57 Batch 88/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.936, Loss: 0.187 Epoch 57 Batch 89/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.939, Loss: 0.157 Epoch 57 Batch 90/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.195 Epoch 57 Batch 91/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.130 Epoch 57 Batch 92/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.167 Epoch 57 Batch 93/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.161 Epoch 57 Batch 94/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.161 Epoch 57 Batch 95/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.171 Epoch 57 Batch 96/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.928, Loss: 0.166 Epoch 57 Batch 97/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.932, Loss: 0.160 Epoch 57 Batch 98/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.157 Epoch 57 Batch 99/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.174 Epoch 57 Batch 100/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.159 Epoch 57 Batch 101/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.931, Loss: 0.163 Epoch 57 Batch 102/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.932, Loss: 0.140 Epoch 57 Batch 103/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.927, Loss: 0.198 Epoch 57 Batch 104/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.180 Epoch 57 Batch 105/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.927, Loss: 0.177 Epoch 57 Batch 106/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.931, Loss: 0.196 Epoch 57 Batch 107/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.926, Loss: 0.180 Epoch 57 Batch 108/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.933, Loss: 0.145 Epoch 57 Batch 109/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.931, Loss: 0.172 Epoch 57 Batch 110/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.938, Loss: 0.129 Epoch 57 Batch 111/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.938, Loss: 0.149 Epoch 57 Batch 112/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.939, Loss: 0.150 Epoch 57 Batch 113/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.944, Loss: 0.185 Epoch 57 Batch 114/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.948, Loss: 0.170 Epoch 57 Batch 115/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.949, Loss: 0.181 Epoch 57 Batch 116/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.949, Loss: 0.194 Epoch 57 Batch 117/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.944, Loss: 0.171 Epoch 57 Batch 118/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.944, Loss: 0.190 Epoch 57 Batch 119/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.944, Loss: 0.167 Epoch 57 Batch 120/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.937, Loss: 0.204 Epoch 57 Batch 121/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.176 Epoch 57 Batch 122/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.938, Loss: 0.159 Epoch 57 Batch 123/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.938, Loss: 0.145 Epoch 57 Batch 124/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.938, Loss: 0.180 Epoch 57 Batch 125/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.940, Loss: 0.172 Epoch 57 Batch 126/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.931, Loss: 0.147 Epoch 57 Batch 127/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.935, Loss: 0.164 Epoch 57 Batch 128/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.935, Loss: 0.158 Epoch 57 Batch 129/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.935, Loss: 0.186 Epoch 57 Batch 130/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.935, Loss: 0.149 Epoch 57 Batch 131/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.935, Loss: 0.158 Epoch 57 Batch 132/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.935, Loss: 0.175 Epoch 57 Batch 133/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.938, Loss: 0.159 Epoch 57 Batch 134/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.938, Loss: 0.146 Epoch 57 Batch 135/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.944, Loss: 0.175 Epoch 57 Batch 136/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.939, Loss: 0.148 Epoch 57 Batch 137/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.936, Loss: 0.141 Epoch 57 Batch 138/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.938, Loss: 0.158 Epoch 57 Batch 139/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.187 Epoch 57 Batch 140/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.937, Loss: 0.164 Epoch 57 Batch 141/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.938, Loss: 0.152 Epoch 57 Batch 142/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.937, Loss: 0.165 Epoch 57 Batch 143/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.937, Loss: 0.186 Epoch 57 Batch 144/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.198 Epoch 57 Batch 145/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.939, Loss: 0.188 Epoch 57 Batch 146/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.939, Loss: 0.197 Epoch 57 Batch 147/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.935, Loss: 0.172 Epoch 57 Batch 148/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.935, Loss: 0.189 Epoch 57 Batch 149/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.163 Epoch 57 Batch 150/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.172 Epoch 57 Batch 151/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.926, Loss: 0.147 Epoch 57 Batch 152/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.189 Epoch 57 Batch 153/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.180 Epoch 57 Batch 154/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.927, Loss: 0.165 Epoch 57 Batch 155/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.924, Loss: 0.186 Epoch 57 Batch 156/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.157 Epoch 57 Batch 157/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.939, Loss: 0.185 Epoch 57 Batch 158/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.938, Loss: 0.191 Epoch 57 Batch 159/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.937, Loss: 0.145 Epoch 57 Batch 160/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.937, Loss: 0.166 Epoch 57 Batch 161/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.940, Loss: 0.173 Epoch 57 Batch 162/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.940, Loss: 0.193 Epoch 57 Batch 163/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.940, Loss: 0.189 Epoch 57 Batch 164/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.940, Loss: 0.166 Epoch 57 Batch 165/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.936, Loss: 0.163 Epoch 57 Batch 166/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.175 Epoch 57 Batch 167/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.945, Loss: 0.157 Epoch 57 Batch 168/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.940, Loss: 0.182 Epoch 57 Batch 169/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.940, Loss: 0.164 Epoch 57 Batch 170/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.940, Loss: 0.176 Epoch 57 Batch 171/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.148 Epoch 57 Batch 172/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.945, Loss: 0.143 Epoch 57 Batch 173/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.945, Loss: 0.170 Epoch 57 Batch 174/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.935, Loss: 0.163 Epoch 57 Batch 175/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.935, Loss: 0.177 Epoch 57 Batch 176/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.935, Loss: 0.152 Epoch 57 Batch 177/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.929, Loss: 0.166 Epoch 57 Batch 178/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.930, Loss: 0.143 Epoch 57 Batch 179/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.171 Epoch 57 Batch 180/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.144 Epoch 57 Batch 181/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.190 Epoch 57 Batch 182/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.929, Loss: 0.177 Epoch 57 Batch 183/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.186 Epoch 57 Batch 184/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.929, Loss: 0.162 Epoch 57 Batch 185/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.180 Epoch 57 Batch 186/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.929, Loss: 0.187 Epoch 57 Batch 187/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.929, Loss: 0.168 Epoch 57 Batch 188/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.928, Loss: 0.171 Epoch 57 Batch 189/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.156 Epoch 57 Batch 190/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.155 Epoch 57 Batch 191/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.934, Loss: 0.136 Epoch 57 Batch 192/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.934, Loss: 0.166 Epoch 57 Batch 193/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.165 Epoch 57 Batch 194/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.135 Epoch 57 Batch 195/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.150 Epoch 57 Batch 196/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.918, Loss: 0.147 Epoch 57 Batch 197/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.152 Epoch 57 Batch 198/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.917, Loss: 0.151 Epoch 57 Batch 199/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.917, Loss: 0.156 Epoch 57 Batch 200/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.172 Epoch 57 Batch 201/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.142 Epoch 57 Batch 202/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.170 Epoch 57 Batch 203/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.164 Epoch 57 Batch 204/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.925, Loss: 0.218 Epoch 57 Batch 205/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.162 Epoch 57 Batch 206/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.145 Epoch 57 Batch 207/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.167 Epoch 57 Batch 208/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.178 Epoch 57 Batch 209/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.928, Loss: 0.129 Epoch 57 Batch 210/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.928, Loss: 0.167 Epoch 57 Batch 211/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.933, Loss: 0.153 Epoch 57 Batch 212/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.933, Loss: 0.152 Epoch 57 Batch 213/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.141 Epoch 57 Batch 214/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.938, Loss: 0.144 Epoch 57 Batch 215/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.938, Loss: 0.175 Epoch 57 Batch 216/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.937, Loss: 0.186 Epoch 57 Batch 217/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.936, Loss: 0.130 Epoch 57 Batch 218/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.936, Loss: 0.201 Epoch 57 Batch 219/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.936, Loss: 0.142 Epoch 57 Batch 220/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.174 Epoch 57 Batch 221/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.936, Loss: 0.160 Epoch 57 Batch 222/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.930, Loss: 0.158 Epoch 57 Batch 223/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.930, Loss: 0.142 Epoch 57 Batch 224/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.151 Epoch 57 Batch 225/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.932, Loss: 0.188 Epoch 57 Batch 226/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.934, Loss: 0.163 Epoch 57 Batch 227/1077 - Train Accuracy: 0.881, Validation Accuracy: 0.934, Loss: 0.186 Epoch 57 Batch 228/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.935, Loss: 0.159 Epoch 57 Batch 229/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.935, Loss: 0.164 Epoch 57 Batch 230/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.164 Epoch 57 Batch 231/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.933, Loss: 0.175 Epoch 57 Batch 232/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.934, Loss: 0.161 Epoch 57 Batch 233/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.188 Epoch 57 Batch 234/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.928, Loss: 0.186 Epoch 57 Batch 235/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.933, Loss: 0.149 Epoch 57 Batch 236/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.933, Loss: 0.178 Epoch 57 Batch 237/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.143 Epoch 57 Batch 238/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.159 Epoch 57 Batch 239/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.933, Loss: 0.134 Epoch 57 Batch 240/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.931, Loss: 0.151 Epoch 57 Batch 241/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.931, Loss: 0.151 Epoch 57 Batch 242/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.150 Epoch 57 Batch 243/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.930, Loss: 0.189 Epoch 57 Batch 244/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.185 Epoch 57 Batch 245/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.149 Epoch 57 Batch 246/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.160 Epoch 57 Batch 247/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.928, Loss: 0.152 Epoch 57 Batch 248/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.928, Loss: 0.157 Epoch 57 Batch 249/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.165 Epoch 57 Batch 250/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.934, Loss: 0.148 Epoch 57 Batch 251/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.165 Epoch 57 Batch 252/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.169 Epoch 57 Batch 253/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.928, Loss: 0.161 Epoch 57 Batch 254/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.156 Epoch 57 Batch 255/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.162 Epoch 57 Batch 256/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.928, Loss: 0.214 Epoch 57 Batch 257/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.928, Loss: 0.157 Epoch 57 Batch 258/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.928, Loss: 0.164 Epoch 57 Batch 259/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.147 Epoch 57 Batch 260/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.138 Epoch 57 Batch 261/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.933, Loss: 0.183 Epoch 57 Batch 262/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.933, Loss: 0.155 Epoch 57 Batch 263/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.930, Loss: 0.138 Epoch 57 Batch 264/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.930, Loss: 0.179 Epoch 57 Batch 265/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.923, Loss: 0.138 Epoch 57 Batch 266/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.925, Loss: 0.168 Epoch 57 Batch 267/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.929, Loss: 0.144 Epoch 57 Batch 268/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.929, Loss: 0.187 Epoch 57 Batch 269/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.182 Epoch 57 Batch 270/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.184 Epoch 57 Batch 271/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.160 Epoch 57 Batch 272/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.923, Loss: 0.237 Epoch 57 Batch 273/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.161 Epoch 57 Batch 274/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.149 Epoch 57 Batch 275/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.166 Epoch 57 Batch 276/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.921, Loss: 0.187 Epoch 57 Batch 277/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.921, Loss: 0.157 Epoch 57 Batch 278/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.168 Epoch 57 Batch 279/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.205 Epoch 57 Batch 280/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.173 Epoch 57 Batch 281/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.163 Epoch 57 Batch 282/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.915, Loss: 0.211 Epoch 57 Batch 283/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.916, Loss: 0.181 Epoch 57 Batch 284/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.167 Epoch 57 Batch 285/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.914, Loss: 0.170 Epoch 57 Batch 286/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.165 Epoch 57 Batch 287/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.919, Loss: 0.156 Epoch 57 Batch 288/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.923, Loss: 0.184 Epoch 57 Batch 289/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.149 Epoch 57 Batch 290/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.924, Loss: 0.179 Epoch 57 Batch 291/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.177 Epoch 57 Batch 292/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.915, Loss: 0.162 Epoch 57 Batch 293/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.179 Epoch 57 Batch 294/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.171 Epoch 57 Batch 295/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.183 Epoch 57 Batch 296/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.925, Loss: 0.147 Epoch 57 Batch 297/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.926, Loss: 0.189 Epoch 57 Batch 298/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.932, Loss: 0.179 Epoch 57 Batch 299/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.154 Epoch 57 Batch 300/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.931, Loss: 0.147 Epoch 57 Batch 301/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.932, Loss: 0.143 Epoch 57 Batch 302/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.927, Loss: 0.159 Epoch 57 Batch 303/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.170 Epoch 57 Batch 304/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.927, Loss: 0.161 Epoch 57 Batch 305/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.934, Loss: 0.162 Epoch 57 Batch 306/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.938, Loss: 0.159 Epoch 57 Batch 307/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.938, Loss: 0.168 Epoch 57 Batch 308/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.938, Loss: 0.172 Epoch 57 Batch 309/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.938, Loss: 0.148 Epoch 57 Batch 310/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.163 Epoch 57 Batch 311/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.155 Epoch 57 Batch 312/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.931, Loss: 0.203 Epoch 57 Batch 313/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.153 Epoch 57 Batch 314/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.931, Loss: 0.163 Epoch 57 Batch 315/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.931, Loss: 0.152 Epoch 57 Batch 316/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.932, Loss: 0.156 Epoch 57 Batch 317/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.928, Loss: 0.188 Epoch 57 Batch 318/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.155 Epoch 57 Batch 319/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.164 Epoch 57 Batch 320/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.918, Loss: 0.159 Epoch 57 Batch 321/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.918, Loss: 0.168 Epoch 57 Batch 322/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.918, Loss: 0.139 Epoch 57 Batch 323/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.175 Epoch 57 Batch 324/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.920, Loss: 0.158 Epoch 57 Batch 325/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.149 Epoch 57 Batch 326/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.158 Epoch 57 Batch 327/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.192 Epoch 57 Batch 328/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.185 Epoch 57 Batch 329/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.919, Loss: 0.173 Epoch 57 Batch 330/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.158 Epoch 57 Batch 331/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.923, Loss: 0.168 Epoch 57 Batch 332/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.143 Epoch 57 Batch 333/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.922, Loss: 0.143 Epoch 57 Batch 334/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.173 Epoch 57 Batch 335/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.174 Epoch 57 Batch 336/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.178 Epoch 57 Batch 337/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.929, Loss: 0.178 Epoch 57 Batch 338/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.929, Loss: 0.198 Epoch 57 Batch 339/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.155 Epoch 57 Batch 340/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.167 Epoch 57 Batch 341/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.207 Epoch 57 Batch 342/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.143 Epoch 57 Batch 343/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.173 Epoch 57 Batch 344/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.924, Loss: 0.170 Epoch 57 Batch 345/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.151 Epoch 57 Batch 346/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.172 Epoch 57 Batch 347/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.922, Loss: 0.155 Epoch 57 Batch 348/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.925, Loss: 0.152 Epoch 57 Batch 349/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.153 Epoch 57 Batch 350/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.163 Epoch 57 Batch 351/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.917, Loss: 0.187 Epoch 57 Batch 352/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.149 Epoch 57 Batch 353/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.194 Epoch 57 Batch 354/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.173 Epoch 57 Batch 355/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.174 Epoch 57 Batch 356/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.911, Loss: 0.161 Epoch 57 Batch 357/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.166 Epoch 57 Batch 358/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.919, Loss: 0.181 Epoch 57 Batch 359/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.920, Loss: 0.162 Epoch 57 Batch 360/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.921, Loss: 0.158 Epoch 57 Batch 361/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.170 Epoch 57 Batch 362/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.181 Epoch 57 Batch 363/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.924, Loss: 0.201 Epoch 57 Batch 364/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.181 Epoch 57 Batch 365/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.160 Epoch 57 Batch 366/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.162 Epoch 57 Batch 367/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.135 Epoch 57 Batch 368/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.928, Loss: 0.182 Epoch 57 Batch 369/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.144 Epoch 57 Batch 370/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.925, Loss: 0.169 Epoch 57 Batch 371/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.159 Epoch 57 Batch 372/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.925, Loss: 0.145 Epoch 57 Batch 373/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.927, Loss: 0.140 Epoch 57 Batch 374/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.169 Epoch 57 Batch 375/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.164 Epoch 57 Batch 376/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.165 Epoch 57 Batch 377/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.931, Loss: 0.153 Epoch 57 Batch 378/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.145 Epoch 57 Batch 379/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.924, Loss: 0.177 Epoch 57 Batch 380/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.158 Epoch 57 Batch 381/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.926, Loss: 0.176 Epoch 57 Batch 382/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.925, Loss: 0.208 Epoch 57 Batch 383/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.924, Loss: 0.150 Epoch 57 Batch 384/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.177 Epoch 57 Batch 385/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.165 Epoch 57 Batch 386/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.924, Loss: 0.169 Epoch 57 Batch 387/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.165 Epoch 57 Batch 388/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.180 Epoch 57 Batch 389/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.920, Loss: 0.173 Epoch 57 Batch 390/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.920, Loss: 0.187 Epoch 57 Batch 391/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.185 Epoch 57 Batch 392/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.921, Loss: 0.187 Epoch 57 Batch 393/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.927, Loss: 0.160 Epoch 57 Batch 394/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.175 Epoch 57 Batch 395/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.927, Loss: 0.166 Epoch 57 Batch 396/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.926, Loss: 0.181 Epoch 57 Batch 397/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.153 Epoch 57 Batch 398/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.927, Loss: 0.181 Epoch 57 Batch 399/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.177 Epoch 57 Batch 400/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.172 Epoch 57 Batch 401/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.152 Epoch 57 Batch 402/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.150 Epoch 57 Batch 403/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.200 Epoch 57 Batch 404/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.157 Epoch 57 Batch 405/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.925, Loss: 0.172 Epoch 57 Batch 406/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.925, Loss: 0.144 Epoch 57 Batch 407/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.177 Epoch 57 Batch 408/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.188 Epoch 57 Batch 409/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.182 Epoch 57 Batch 410/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.924, Loss: 0.165 Epoch 57 Batch 411/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.168 Epoch 57 Batch 412/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.924, Loss: 0.149 Epoch 57 Batch 413/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.924, Loss: 0.160 Epoch 57 Batch 414/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.165 Epoch 57 Batch 415/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.180 Epoch 57 Batch 416/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.161 Epoch 57 Batch 417/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.224 Epoch 57 Batch 418/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.929, Loss: 0.152 Epoch 57 Batch 419/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.929, Loss: 0.164 Epoch 57 Batch 420/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.920, Loss: 0.166 Epoch 57 Batch 421/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.178 Epoch 57 Batch 422/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.919, Loss: 0.140 Epoch 57 Batch 423/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.195 Epoch 57 Batch 424/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.144 Epoch 57 Batch 425/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.156 Epoch 57 Batch 426/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.209 Epoch 57 Batch 427/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.169 Epoch 57 Batch 428/1077 - Train Accuracy: 0.966, Validation Accuracy: 0.923, Loss: 0.137 Epoch 57 Batch 429/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.159 Epoch 57 Batch 430/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.149 Epoch 57 Batch 431/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.928, Loss: 0.143 Epoch 57 Batch 432/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.173 Epoch 57 Batch 433/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.936, Loss: 0.169 Epoch 57 Batch 434/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.936, Loss: 0.157 Epoch 57 Batch 435/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.935, Loss: 0.162 Epoch 57 Batch 436/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.932, Loss: 0.152 Epoch 57 Batch 437/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.149 Epoch 57 Batch 438/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.163 Epoch 57 Batch 439/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.929, Loss: 0.182 Epoch 57 Batch 440/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.190 Epoch 57 Batch 441/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.176 Epoch 57 Batch 442/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.932, Loss: 0.170 Epoch 57 Batch 443/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.933, Loss: 0.143 Epoch 57 Batch 444/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.933, Loss: 0.156 Epoch 57 Batch 445/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.172 Epoch 57 Batch 446/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.923, Loss: 0.137 Epoch 57 Batch 447/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.159 Epoch 57 Batch 448/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.922, Loss: 0.199 Epoch 57 Batch 449/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.181 Epoch 57 Batch 450/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.164 Epoch 57 Batch 451/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.153 Epoch 57 Batch 452/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.184 Epoch 57 Batch 453/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.163 Epoch 57 Batch 454/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.922, Loss: 0.161 Epoch 57 Batch 455/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.181 Epoch 57 Batch 456/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.929, Loss: 0.160 Epoch 57 Batch 457/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.929, Loss: 0.158 Epoch 57 Batch 458/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.171 Epoch 57 Batch 459/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.188 Epoch 57 Batch 460/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.163 Epoch 57 Batch 461/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.934, Loss: 0.163 Epoch 57 Batch 462/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.934, Loss: 0.153 Epoch 57 Batch 463/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.180 Epoch 57 Batch 464/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.930, Loss: 0.155 Epoch 57 Batch 465/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.189 Epoch 57 Batch 466/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.176 Epoch 57 Batch 467/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.925, Loss: 0.177 Epoch 57 Batch 468/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.161 Epoch 57 Batch 469/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.929, Loss: 0.152 Epoch 57 Batch 470/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.924, Loss: 0.164 Epoch 57 Batch 471/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.924, Loss: 0.135 Epoch 57 Batch 472/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.149 Epoch 57 Batch 473/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.178 Epoch 57 Batch 474/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.920, Loss: 0.159 Epoch 57 Batch 475/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.156 Epoch 57 Batch 476/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.920, Loss: 0.156 Epoch 57 Batch 477/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.142 Epoch 57 Batch 478/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.171 Epoch 57 Batch 479/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.204 Epoch 57 Batch 480/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.924, Loss: 0.150 Epoch 57 Batch 481/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.928, Loss: 0.182 Epoch 57 Batch 482/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.166 Epoch 57 Batch 483/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.179 Epoch 57 Batch 484/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.168 Epoch 57 Batch 485/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.165 Epoch 57 Batch 486/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.924, Loss: 0.150 Epoch 57 Batch 487/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.924, Loss: 0.149 Epoch 57 Batch 488/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.158 Epoch 57 Batch 489/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.170 Epoch 57 Batch 490/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.161 Epoch 57 Batch 491/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.176 Epoch 57 Batch 492/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.196 Epoch 57 Batch 493/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.928, Loss: 0.152 Epoch 57 Batch 494/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.933, Loss: 0.148 Epoch 57 Batch 495/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.933, Loss: 0.164 Epoch 57 Batch 496/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.163 Epoch 57 Batch 497/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.931, Loss: 0.184 Epoch 57 Batch 498/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.166 Epoch 57 Batch 499/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.932, Loss: 0.157 Epoch 57 Batch 500/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.932, Loss: 0.155 Epoch 57 Batch 501/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.150 Epoch 57 Batch 502/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.927, Loss: 0.166 Epoch 57 Batch 503/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.160 Epoch 57 Batch 504/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.927, Loss: 0.176 Epoch 57 Batch 505/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.927, Loss: 0.135 Epoch 57 Batch 506/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.927, Loss: 0.154 Epoch 57 Batch 507/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.926, Loss: 0.167 Epoch 57 Batch 508/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.152 Epoch 57 Batch 509/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.191 Epoch 57 Batch 510/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.160 Epoch 57 Batch 511/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.175 Epoch 57 Batch 512/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.924, Loss: 0.154 Epoch 57 Batch 513/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.186 Epoch 57 Batch 514/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.930, Loss: 0.168 Epoch 57 Batch 515/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.937, Loss: 0.191 Epoch 57 Batch 516/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.942, Loss: 0.152 Epoch 57 Batch 517/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.941, Loss: 0.167 Epoch 57 Batch 518/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.941, Loss: 0.163 Epoch 57 Batch 519/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.161 Epoch 57 Batch 520/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.940, Loss: 0.160 Epoch 57 Batch 521/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.940, Loss: 0.164 Epoch 57 Batch 522/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.938, Loss: 0.208 Epoch 57 Batch 523/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.938, Loss: 0.182 Epoch 57 Batch 524/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.938, Loss: 0.180 Epoch 57 Batch 525/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.939, Loss: 0.180 Epoch 57 Batch 526/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.939, Loss: 0.168 Epoch 57 Batch 527/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.939, Loss: 0.167 Epoch 57 Batch 528/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.940, Loss: 0.149 Epoch 57 Batch 529/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.940, Loss: 0.158 Epoch 57 Batch 530/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.940, Loss: 0.173 Epoch 57 Batch 531/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.940, Loss: 0.166 Epoch 57 Batch 532/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.939, Loss: 0.196 Epoch 57 Batch 533/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.932, Loss: 0.201 Epoch 57 Batch 534/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.932, Loss: 0.156 Epoch 57 Batch 535/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.157 Epoch 57 Batch 536/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.932, Loss: 0.139 Epoch 57 Batch 537/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.150 Epoch 57 Batch 538/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.935, Loss: 0.140 Epoch 57 Batch 539/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.935, Loss: 0.195 Epoch 57 Batch 540/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.935, Loss: 0.156 Epoch 57 Batch 541/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.935, Loss: 0.160 Epoch 57 Batch 542/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.183 Epoch 57 Batch 543/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.942, Loss: 0.174 Epoch 57 Batch 544/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.937, Loss: 0.146 Epoch 57 Batch 545/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.941, Loss: 0.172 Epoch 57 Batch 546/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.940, Loss: 0.177 Epoch 57 Batch 547/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.940, Loss: 0.178 Epoch 57 Batch 548/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.173 Epoch 57 Batch 549/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.937, Loss: 0.198 Epoch 57 Batch 550/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.937, Loss: 0.169 Epoch 57 Batch 551/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.940, Loss: 0.173 Epoch 57 Batch 552/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.940, Loss: 0.175 Epoch 57 Batch 553/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.941, Loss: 0.186 Epoch 57 Batch 554/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.941, Loss: 0.163 Epoch 57 Batch 555/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.941, Loss: 0.166 Epoch 57 Batch 556/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.941, Loss: 0.148 Epoch 57 Batch 557/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.936, Loss: 0.150 Epoch 57 Batch 558/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.152 Epoch 57 Batch 559/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.931, Loss: 0.152 Epoch 57 Batch 560/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.932, Loss: 0.144 Epoch 57 Batch 561/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.151 Epoch 57 Batch 562/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.141 Epoch 57 Batch 563/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.925, Loss: 0.186 Epoch 57 Batch 564/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.925, Loss: 0.162 Epoch 57 Batch 565/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.186 Epoch 57 Batch 566/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.931, Loss: 0.182 Epoch 57 Batch 567/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.931, Loss: 0.175 Epoch 57 Batch 568/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.166 Epoch 57 Batch 569/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.171 Epoch 57 Batch 570/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.195 Epoch 57 Batch 571/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.921, Loss: 0.144 Epoch 57 Batch 572/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.922, Loss: 0.156 Epoch 57 Batch 573/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.181 Epoch 57 Batch 574/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.161 Epoch 57 Batch 575/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.158 Epoch 57 Batch 576/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.928, Loss: 0.144 Epoch 57 Batch 577/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.180 Epoch 57 Batch 578/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.927, Loss: 0.187 Epoch 57 Batch 579/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.148 Epoch 57 Batch 580/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.145 Epoch 57 Batch 581/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.928, Loss: 0.135 Epoch 57 Batch 582/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.928, Loss: 0.162 Epoch 57 Batch 583/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.183 Epoch 57 Batch 584/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.932, Loss: 0.169 Epoch 57 Batch 585/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.932, Loss: 0.139 Epoch 57 Batch 586/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.932, Loss: 0.166 Epoch 57 Batch 587/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.165 Epoch 57 Batch 588/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.150 Epoch 57 Batch 589/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.932, Loss: 0.158 Epoch 57 Batch 590/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.165 Epoch 57 Batch 591/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.937, Loss: 0.165 Epoch 57 Batch 592/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.933, Loss: 0.182 Epoch 57 Batch 593/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.930, Loss: 0.173 Epoch 57 Batch 594/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.935, Loss: 0.182 Epoch 57 Batch 595/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.933, Loss: 0.190 Epoch 57 Batch 596/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.931, Loss: 0.169 Epoch 57 Batch 597/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.931, Loss: 0.157 Epoch 57 Batch 598/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.931, Loss: 0.154 Epoch 57 Batch 599/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.205 Epoch 57 Batch 600/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.931, Loss: 0.164 Epoch 57 Batch 601/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.930, Loss: 0.174 Epoch 57 Batch 602/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.929, Loss: 0.178 Epoch 57 Batch 603/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.149 Epoch 57 Batch 604/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.189 Epoch 57 Batch 605/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.191 Epoch 57 Batch 606/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.129 Epoch 57 Batch 607/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.930, Loss: 0.145 Epoch 57 Batch 608/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.937, Loss: 0.165 Epoch 57 Batch 609/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.937, Loss: 0.188 Epoch 57 Batch 610/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.939, Loss: 0.200 Epoch 57 Batch 611/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.939, Loss: 0.165 Epoch 57 Batch 612/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.939, Loss: 0.137 Epoch 57 Batch 613/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.944, Loss: 0.178 Epoch 57 Batch 614/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.944, Loss: 0.152 Epoch 57 Batch 615/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.944, Loss: 0.157 Epoch 57 Batch 616/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.944, Loss: 0.165 Epoch 57 Batch 617/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.939, Loss: 0.171 Epoch 57 Batch 618/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.938, Loss: 0.161 Epoch 57 Batch 619/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.938, Loss: 0.132 Epoch 57 Batch 620/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.936, Loss: 0.145 Epoch 57 Batch 621/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.936, Loss: 0.163 Epoch 57 Batch 622/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.932, Loss: 0.162 Epoch 57 Batch 623/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.932, Loss: 0.153 Epoch 57 Batch 624/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.934, Loss: 0.162 Epoch 57 Batch 625/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.147 Epoch 57 Batch 626/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.939, Loss: 0.140 Epoch 57 Batch 627/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.940, Loss: 0.171 Epoch 57 Batch 628/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.939, Loss: 0.176 Epoch 57 Batch 629/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.939, Loss: 0.165 Epoch 57 Batch 630/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.940, Loss: 0.167 Epoch 57 Batch 631/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.939, Loss: 0.160 Epoch 57 Batch 632/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.939, Loss: 0.161 Epoch 57 Batch 633/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.154 Epoch 57 Batch 634/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.139 Epoch 57 Batch 635/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.944, Loss: 0.202 Epoch 57 Batch 636/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.944, Loss: 0.155 Epoch 57 Batch 637/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.943, Loss: 0.162 Epoch 57 Batch 638/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.940, Loss: 0.177 Epoch 57 Batch 639/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.940, Loss: 0.170 Epoch 57 Batch 640/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.148 Epoch 57 Batch 641/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.154 Epoch 57 Batch 642/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.166 Epoch 57 Batch 643/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.945, Loss: 0.136 Epoch 57 Batch 644/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.940, Loss: 0.172 Epoch 57 Batch 645/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.942, Loss: 0.172 Epoch 57 Batch 646/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.942, Loss: 0.170 Epoch 57 Batch 647/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.942, Loss: 0.140 Epoch 57 Batch 648/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.938, Loss: 0.146 Epoch 57 Batch 649/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.938, Loss: 0.158 Epoch 57 Batch 650/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.939, Loss: 0.159 Epoch 57 Batch 651/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.166 Epoch 57 Batch 652/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.166 Epoch 57 Batch 653/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.940, Loss: 0.181 Epoch 57 Batch 654/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.139 Epoch 57 Batch 655/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.941, Loss: 0.181 Epoch 57 Batch 656/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.940, Loss: 0.169 Epoch 57 Batch 657/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.940, Loss: 0.176 Epoch 57 Batch 658/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.940, Loss: 0.156 Epoch 57 Batch 659/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.150 Epoch 57 Batch 660/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.940, Loss: 0.170 Epoch 57 Batch 661/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.940, Loss: 0.152 Epoch 57 Batch 662/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.940, Loss: 0.143 Epoch 57 Batch 663/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.940, Loss: 0.148 Epoch 57 Batch 664/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.166 Epoch 57 Batch 665/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.158 Epoch 57 Batch 666/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.186 Epoch 57 Batch 667/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.930, Loss: 0.180 Epoch 57 Batch 668/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.156 Epoch 57 Batch 669/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.174 Epoch 57 Batch 670/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.154 Epoch 57 Batch 671/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.925, Loss: 0.187 Epoch 57 Batch 672/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.926, Loss: 0.156 Epoch 57 Batch 673/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.921, Loss: 0.168 Epoch 57 Batch 674/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.921, Loss: 0.155 Epoch 57 Batch 675/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.184 Epoch 57 Batch 676/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.920, Loss: 0.159 Epoch 57 Batch 677/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.920, Loss: 0.189 Epoch 57 Batch 678/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.154 Epoch 57 Batch 679/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.157 Epoch 57 Batch 680/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.153 Epoch 57 Batch 681/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.925, Loss: 0.170 Epoch 57 Batch 682/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.146 Epoch 57 Batch 683/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.160 Epoch 57 Batch 684/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.135 Epoch 57 Batch 685/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.191 Epoch 57 Batch 686/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.174 Epoch 57 Batch 687/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.172 Epoch 57 Batch 688/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.932, Loss: 0.147 Epoch 57 Batch 689/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.932, Loss: 0.138 Epoch 57 Batch 690/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.930, Loss: 0.172 Epoch 57 Batch 691/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.930, Loss: 0.170 Epoch 57 Batch 692/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.164 Epoch 57 Batch 693/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.930, Loss: 0.205 Epoch 57 Batch 694/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.929, Loss: 0.161 Epoch 57 Batch 695/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.929, Loss: 0.143 Epoch 57 Batch 696/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.929, Loss: 0.174 Epoch 57 Batch 697/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.155 Epoch 57 Batch 698/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.162 Epoch 57 Batch 699/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.925, Loss: 0.146 Epoch 57 Batch 700/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.927, Loss: 0.138 Epoch 57 Batch 701/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.930, Loss: 0.176 Epoch 57 Batch 702/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.195 Epoch 57 Batch 703/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.153 Epoch 57 Batch 704/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.926, Loss: 0.205 Epoch 57 Batch 705/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.175 Epoch 57 Batch 706/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.926, Loss: 0.202 Epoch 57 Batch 707/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.154 Epoch 57 Batch 708/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.931, Loss: 0.174 Epoch 57 Batch 709/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.930, Loss: 0.183 Epoch 57 Batch 710/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.929, Loss: 0.151 Epoch 57 Batch 711/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.934, Loss: 0.183 Epoch 57 Batch 712/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.935, Loss: 0.149 Epoch 57 Batch 713/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.935, Loss: 0.154 Epoch 57 Batch 714/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.936, Loss: 0.151 Epoch 57 Batch 715/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.929, Loss: 0.199 Epoch 57 Batch 716/1077 - Train Accuracy: 0.967, Validation Accuracy: 0.928, Loss: 0.131 Epoch 57 Batch 717/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.927, Loss: 0.153 Epoch 57 Batch 718/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.154 Epoch 57 Batch 719/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.931, Loss: 0.155 Epoch 57 Batch 720/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.931, Loss: 0.184 Epoch 57 Batch 721/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.171 Epoch 57 Batch 722/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.926, Loss: 0.148 Epoch 57 Batch 723/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.933, Loss: 0.176 Epoch 57 Batch 724/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.174 Epoch 57 Batch 725/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.934, Loss: 0.145 Epoch 57 Batch 726/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.934, Loss: 0.158 Epoch 57 Batch 727/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.934, Loss: 0.150 Epoch 57 Batch 728/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.934, Loss: 0.179 Epoch 57 Batch 729/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.932, Loss: 0.179 Epoch 57 Batch 730/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.179 Epoch 57 Batch 731/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.168 Epoch 57 Batch 732/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.172 Epoch 57 Batch 733/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.168 Epoch 57 Batch 734/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.164 Epoch 57 Batch 735/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.142 Epoch 57 Batch 736/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.151 Epoch 57 Batch 737/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.181 Epoch 57 Batch 738/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.130 Epoch 57 Batch 739/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.155 Epoch 57 Batch 740/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.147 Epoch 57 Batch 741/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.192 Epoch 57 Batch 742/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.157 Epoch 57 Batch 743/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.930, Loss: 0.163 Epoch 57 Batch 744/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.155 Epoch 57 Batch 745/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.935, Loss: 0.148 Epoch 57 Batch 746/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.935, Loss: 0.169 Epoch 57 Batch 747/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.937, Loss: 0.146 Epoch 57 Batch 748/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.942, Loss: 0.161 Epoch 57 Batch 749/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.941, Loss: 0.158 Epoch 57 Batch 750/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.938, Loss: 0.159 Epoch 57 Batch 751/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.933, Loss: 0.170 Epoch 57 Batch 752/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.936, Loss: 0.155 Epoch 57 Batch 753/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.934, Loss: 0.162 Epoch 57 Batch 754/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.939, Loss: 0.155 Epoch 57 Batch 755/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.939, Loss: 0.166 Epoch 57 Batch 756/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.938, Loss: 0.160 Epoch 57 Batch 757/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.936, Loss: 0.175 Epoch 57 Batch 758/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.935, Loss: 0.151 Epoch 57 Batch 759/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.138 Epoch 57 Batch 760/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.184 Epoch 57 Batch 761/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.185 Epoch 57 Batch 762/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.933, Loss: 0.147 Epoch 57 Batch 763/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.939, Loss: 0.149 Epoch 57 Batch 764/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.935, Loss: 0.156 Epoch 57 Batch 765/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.935, Loss: 0.154 Epoch 57 Batch 766/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.935, Loss: 0.165 Epoch 57 Batch 767/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.935, Loss: 0.160 Epoch 57 Batch 768/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.935, Loss: 0.154 Epoch 57 Batch 769/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.935, Loss: 0.174 Epoch 57 Batch 770/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.940, Loss: 0.167 Epoch 57 Batch 771/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.169 Epoch 57 Batch 772/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.934, Loss: 0.139 Epoch 57 Batch 773/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.940, Loss: 0.146 Epoch 57 Batch 774/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.940, Loss: 0.153 Epoch 57 Batch 775/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.936, Loss: 0.179 Epoch 57 Batch 776/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.141 Epoch 57 Batch 777/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.174 Epoch 57 Batch 778/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.936, Loss: 0.152 Epoch 57 Batch 779/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.938, Loss: 0.166 Epoch 57 Batch 780/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.936, Loss: 0.188 Epoch 57 Batch 781/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.936, Loss: 0.143 Epoch 57 Batch 782/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.156 Epoch 57 Batch 783/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.936, Loss: 0.172 Epoch 57 Batch 784/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.152 Epoch 57 Batch 785/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.936, Loss: 0.141 Epoch 57 Batch 786/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.147 Epoch 57 Batch 787/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.931, Loss: 0.143 Epoch 57 Batch 788/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.149 Epoch 57 Batch 789/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.929, Loss: 0.174 Epoch 57 Batch 790/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.929, Loss: 0.181 Epoch 57 Batch 791/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.929, Loss: 0.174 Epoch 57 Batch 792/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.185 Epoch 57 Batch 793/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.933, Loss: 0.158 Epoch 57 Batch 794/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.928, Loss: 0.165 Epoch 57 Batch 795/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.200 Epoch 57 Batch 796/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.164 Epoch 57 Batch 797/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.147 Epoch 57 Batch 798/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.159 Epoch 57 Batch 799/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.922, Loss: 0.190 Epoch 57 Batch 800/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.923, Loss: 0.155 Epoch 57 Batch 801/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.172 Epoch 57 Batch 802/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.178 Epoch 57 Batch 803/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.923, Loss: 0.169 Epoch 57 Batch 804/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.167 Epoch 57 Batch 805/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.923, Loss: 0.169 Epoch 57 Batch 806/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.146 Epoch 57 Batch 807/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.922, Loss: 0.141 Epoch 57 Batch 808/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.922, Loss: 0.189 Epoch 57 Batch 809/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.206 Epoch 57 Batch 810/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.146 Epoch 57 Batch 811/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.920, Loss: 0.146 Epoch 57 Batch 812/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.194 Epoch 57 Batch 813/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.154 Epoch 57 Batch 814/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.163 Epoch 57 Batch 815/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.164 Epoch 57 Batch 816/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.169 Epoch 57 Batch 817/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.204 Epoch 57 Batch 818/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.934, Loss: 0.160 Epoch 57 Batch 819/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.934, Loss: 0.158 Epoch 57 Batch 820/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.934, Loss: 0.176 Epoch 57 Batch 821/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.179 Epoch 57 Batch 822/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.933, Loss: 0.152 Epoch 57 Batch 823/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.931, Loss: 0.155 Epoch 57 Batch 824/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.181 Epoch 57 Batch 825/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.938, Loss: 0.149 Epoch 57 Batch 826/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.935, Loss: 0.143 Epoch 57 Batch 827/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.158 Epoch 57 Batch 828/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.151 Epoch 57 Batch 829/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.935, Loss: 0.213 Epoch 57 Batch 830/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.156 Epoch 57 Batch 831/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.937, Loss: 0.159 Epoch 57 Batch 832/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.939, Loss: 0.174 Epoch 57 Batch 833/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.939, Loss: 0.165 Epoch 57 Batch 834/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.939, Loss: 0.179 Epoch 57 Batch 835/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.935, Loss: 0.165 Epoch 57 Batch 836/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.936, Loss: 0.165 Epoch 57 Batch 837/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.937, Loss: 0.192 Epoch 57 Batch 838/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.936, Loss: 0.161 Epoch 57 Batch 839/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.936, Loss: 0.147 Epoch 57 Batch 840/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.153 Epoch 57 Batch 841/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.173 Epoch 57 Batch 842/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.936, Loss: 0.162 Epoch 57 Batch 843/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.140 Epoch 57 Batch 844/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.936, Loss: 0.148 Epoch 57 Batch 845/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.941, Loss: 0.152 Epoch 57 Batch 846/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.941, Loss: 0.191 Epoch 57 Batch 847/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.937, Loss: 0.190 Epoch 57 Batch 848/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.936, Loss: 0.149 Epoch 57 Batch 849/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.941, Loss: 0.143 Epoch 57 Batch 850/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.941, Loss: 0.180 Epoch 57 Batch 851/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.941, Loss: 0.175 Epoch 57 Batch 852/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.940, Loss: 0.183 Epoch 57 Batch 853/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.941, Loss: 0.149 Epoch 57 Batch 854/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.941, Loss: 0.165 Epoch 57 Batch 855/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.941, Loss: 0.148 Epoch 57 Batch 856/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.941, Loss: 0.166 Epoch 57 Batch 857/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.944, Loss: 0.157 Epoch 57 Batch 858/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.944, Loss: 0.152 Epoch 57 Batch 859/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.944, Loss: 0.172 Epoch 57 Batch 860/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.943, Loss: 0.164 Epoch 57 Batch 861/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.944, Loss: 0.166 Epoch 57 Batch 862/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.944, Loss: 0.169 Epoch 57 Batch 863/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.156 Epoch 57 Batch 864/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.934, Loss: 0.150 Epoch 57 Batch 865/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.169 Epoch 57 Batch 866/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.177 Epoch 57 Batch 867/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.934, Loss: 0.219 Epoch 57 Batch 868/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.163 Epoch 57 Batch 869/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.169 Epoch 57 Batch 870/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.935, Loss: 0.166 Epoch 57 Batch 871/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.154 Epoch 57 Batch 872/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.149 Epoch 57 Batch 873/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.934, Loss: 0.172 Epoch 57 Batch 874/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.931, Loss: 0.173 Epoch 57 Batch 875/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.931, Loss: 0.159 Epoch 57 Batch 876/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.931, Loss: 0.172 Epoch 57 Batch 877/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.158 Epoch 57 Batch 878/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.931, Loss: 0.154 Epoch 57 Batch 879/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.934, Loss: 0.158 Epoch 57 Batch 880/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.935, Loss: 0.159 Epoch 57 Batch 881/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.935, Loss: 0.167 Epoch 57 Batch 882/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.935, Loss: 0.157 Epoch 57 Batch 883/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.935, Loss: 0.216 Epoch 57 Batch 884/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.930, Loss: 0.152 Epoch 57 Batch 885/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.129 Epoch 57 Batch 886/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.159 Epoch 57 Batch 887/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.929, Loss: 0.177 Epoch 57 Batch 888/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.144 Epoch 57 Batch 889/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.165 Epoch 57 Batch 890/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.929, Loss: 0.164 Epoch 57 Batch 891/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.175 Epoch 57 Batch 892/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.929, Loss: 0.150 Epoch 57 Batch 893/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.186 Epoch 57 Batch 894/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.934, Loss: 0.166 Epoch 57 Batch 895/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.171 Epoch 57 Batch 896/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.934, Loss: 0.180 Epoch 57 Batch 897/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.139 Epoch 57 Batch 898/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.934, Loss: 0.162 Epoch 57 Batch 899/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.150 Epoch 57 Batch 900/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.176 Epoch 57 Batch 901/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.197 Epoch 57 Batch 902/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.934, Loss: 0.185 Epoch 57 Batch 903/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.158 Epoch 57 Batch 904/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.934, Loss: 0.171 Epoch 57 Batch 905/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.144 Epoch 57 Batch 906/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.147 Epoch 57 Batch 907/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.933, Loss: 0.155 Epoch 57 Batch 908/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.938, Loss: 0.175 Epoch 57 Batch 909/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.939, Loss: 0.165 Epoch 57 Batch 910/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.939, Loss: 0.138 Epoch 57 Batch 911/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.169 Epoch 57 Batch 912/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.936, Loss: 0.173 Epoch 57 Batch 913/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.183 Epoch 57 Batch 914/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.936, Loss: 0.197 Epoch 57 Batch 915/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.938, Loss: 0.166 Epoch 57 Batch 916/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.939, Loss: 0.164 Epoch 57 Batch 917/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.939, Loss: 0.157 Epoch 57 Batch 918/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.939, Loss: 0.149 Epoch 57 Batch 919/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.935, Loss: 0.143 Epoch 57 Batch 920/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.930, Loss: 0.161 Epoch 57 Batch 921/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.930, Loss: 0.169 Epoch 57 Batch 922/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.160 Epoch 57 Batch 923/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.930, Loss: 0.152 Epoch 57 Batch 924/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.929, Loss: 0.212 Epoch 57 Batch 925/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.151 Epoch 57 Batch 926/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.933, Loss: 0.182 Epoch 57 Batch 927/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.934, Loss: 0.179 Epoch 57 Batch 928/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.939, Loss: 0.159 Epoch 57 Batch 929/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.939, Loss: 0.180 Epoch 57 Batch 930/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.938, Loss: 0.150 Epoch 57 Batch 931/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.938, Loss: 0.152 Epoch 57 Batch 932/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.937, Loss: 0.150 Epoch 57 Batch 933/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.937, Loss: 0.169 Epoch 57 Batch 934/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.937, Loss: 0.165 Epoch 57 Batch 935/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.938, Loss: 0.163 Epoch 57 Batch 936/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.938, Loss: 0.171 Epoch 57 Batch 937/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.183 Epoch 57 Batch 938/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.942, Loss: 0.186 Epoch 57 Batch 939/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.942, Loss: 0.173 Epoch 57 Batch 940/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.938, Loss: 0.145 Epoch 57 Batch 941/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.942, Loss: 0.151 Epoch 57 Batch 942/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.942, Loss: 0.175 Epoch 57 Batch 943/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.942, Loss: 0.163 Epoch 57 Batch 944/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.938, Loss: 0.155 Epoch 57 Batch 945/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.938, Loss: 0.151 Epoch 57 Batch 946/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.937, Loss: 0.149 Epoch 57 Batch 947/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.938, Loss: 0.187 Epoch 57 Batch 948/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.937, Loss: 0.164 Epoch 57 Batch 949/1077 - Train Accuracy: 0.964, Validation Accuracy: 0.937, Loss: 0.126 Epoch 57 Batch 950/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.942, Loss: 0.141 Epoch 57 Batch 951/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.942, Loss: 0.165 Epoch 57 Batch 952/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.143 Epoch 57 Batch 953/1077 - Train Accuracy: 0.966, Validation Accuracy: 0.942, Loss: 0.158 Epoch 57 Batch 954/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.942, Loss: 0.186 Epoch 57 Batch 955/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.942, Loss: 0.162 Epoch 57 Batch 956/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.167 Epoch 57 Batch 957/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.933, Loss: 0.150 Epoch 57 Batch 958/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.933, Loss: 0.162 Epoch 57 Batch 959/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.933, Loss: 0.162 Epoch 57 Batch 960/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.932, Loss: 0.153 Epoch 57 Batch 961/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.933, Loss: 0.173 Epoch 57 Batch 962/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.931, Loss: 0.168 Epoch 57 Batch 963/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.191 Epoch 57 Batch 964/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.932, Loss: 0.145 Epoch 57 Batch 965/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.935, Loss: 0.153 Epoch 57 Batch 966/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.934, Loss: 0.139 Epoch 57 Batch 967/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.934, Loss: 0.177 Epoch 57 Batch 968/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.934, Loss: 0.183 Epoch 57 Batch 969/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.179 Epoch 57 Batch 970/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.166 Epoch 57 Batch 971/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.168 Epoch 57 Batch 972/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.159 Epoch 57 Batch 973/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.150 Epoch 57 Batch 974/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.157 Epoch 57 Batch 975/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.164 Epoch 57 Batch 976/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.153 Epoch 57 Batch 977/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.126 Epoch 57 Batch 978/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.175 Epoch 57 Batch 979/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.931, Loss: 0.166 Epoch 57 Batch 980/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.168 Epoch 57 Batch 981/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.165 Epoch 57 Batch 982/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.182 Epoch 57 Batch 983/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.173 Epoch 57 Batch 984/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.935, Loss: 0.183 Epoch 57 Batch 985/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.936, Loss: 0.147 Epoch 57 Batch 986/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.932, Loss: 0.174 Epoch 57 Batch 987/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.934, Loss: 0.155 Epoch 57 Batch 988/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.181 Epoch 57 Batch 989/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.934, Loss: 0.195 Epoch 57 Batch 990/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.935, Loss: 0.189 Epoch 57 Batch 991/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.167 Epoch 57 Batch 992/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.935, Loss: 0.170 Epoch 57 Batch 993/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.931, Loss: 0.158 Epoch 57 Batch 994/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.163 Epoch 57 Batch 995/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.936, Loss: 0.168 Epoch 57 Batch 996/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.936, Loss: 0.170 Epoch 57 Batch 997/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.936, Loss: 0.154 Epoch 57 Batch 998/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.936, Loss: 0.160 Epoch 57 Batch 999/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.175 Epoch 57 Batch 1000/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.929, Loss: 0.161 Epoch 57 Batch 1001/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.140 Epoch 57 Batch 1002/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.925, Loss: 0.132 Epoch 57 Batch 1003/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.168 Epoch 57 Batch 1004/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.921, Loss: 0.167 Epoch 57 Batch 1005/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.921, Loss: 0.163 Epoch 57 Batch 1006/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.156 Epoch 57 Batch 1007/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.921, Loss: 0.169 Epoch 57 Batch 1008/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.208 Epoch 57 Batch 1009/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.926, Loss: 0.133 Epoch 57 Batch 1010/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.923, Loss: 0.167 Epoch 57 Batch 1011/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.926, Loss: 0.166 Epoch 57 Batch 1012/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.153 Epoch 57 Batch 1013/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.145 Epoch 57 Batch 1014/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.934, Loss: 0.162 Epoch 57 Batch 1015/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.194 Epoch 57 Batch 1016/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.938, Loss: 0.168 Epoch 57 Batch 1017/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.938, Loss: 0.180 Epoch 57 Batch 1018/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.939, Loss: 0.191 Epoch 57 Batch 1019/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.940, Loss: 0.195 Epoch 57 Batch 1020/1077 - Train Accuracy: 0.964, Validation Accuracy: 0.941, Loss: 0.149 Epoch 57 Batch 1021/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.174 Epoch 57 Batch 1022/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.942, Loss: 0.159 Epoch 57 Batch 1023/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.942, Loss: 0.149 Epoch 57 Batch 1024/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.943, Loss: 0.175 Epoch 57 Batch 1025/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.944, Loss: 0.152 Epoch 57 Batch 1026/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.942, Loss: 0.168 Epoch 57 Batch 1027/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.942, Loss: 0.177 Epoch 57 Batch 1028/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.939, Loss: 0.171 Epoch 57 Batch 1029/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.942, Loss: 0.163 Epoch 57 Batch 1030/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.942, Loss: 0.188 Epoch 57 Batch 1031/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.941, Loss: 0.174 Epoch 57 Batch 1032/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.941, Loss: 0.172 Epoch 57 Batch 1033/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.941, Loss: 0.152 Epoch 57 Batch 1034/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.942, Loss: 0.162 Epoch 57 Batch 1035/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.142 Epoch 57 Batch 1036/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.933, Loss: 0.173 Epoch 57 Batch 1037/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.933, Loss: 0.163 Epoch 57 Batch 1038/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.175 Epoch 57 Batch 1039/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.168 Epoch 57 Batch 1040/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.928, Loss: 0.175 Epoch 57 Batch 1041/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.923, Loss: 0.180 Epoch 57 Batch 1042/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.923, Loss: 0.155 Epoch 57 Batch 1043/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.923, Loss: 0.182 Epoch 57 Batch 1044/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.186 Epoch 57 Batch 1045/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.168 Epoch 57 Batch 1046/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.135 Epoch 57 Batch 1047/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.166 Epoch 57 Batch 1048/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.143 Epoch 57 Batch 1049/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.189 Epoch 57 Batch 1050/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.141 Epoch 57 Batch 1051/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.931, Loss: 0.160 Epoch 57 Batch 1052/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.936, Loss: 0.143 Epoch 57 Batch 1053/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.936, Loss: 0.171 Epoch 57 Batch 1054/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.938, Loss: 0.162 Epoch 57 Batch 1055/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.938, Loss: 0.159 Epoch 57 Batch 1056/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.947, Loss: 0.152 Epoch 57 Batch 1057/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.942, Loss: 0.196 Epoch 57 Batch 1058/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.942, Loss: 0.169 Epoch 57 Batch 1059/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.942, Loss: 0.182 Epoch 57 Batch 1060/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.942, Loss: 0.138 Epoch 57 Batch 1061/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.947, Loss: 0.195 Epoch 57 Batch 1062/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.947, Loss: 0.159 Epoch 57 Batch 1063/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.947, Loss: 0.160 Epoch 57 Batch 1064/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.944, Loss: 0.174 Epoch 57 Batch 1065/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.935, Loss: 0.170 Epoch 57 Batch 1066/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.935, Loss: 0.165 Epoch 57 Batch 1067/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.935, Loss: 0.173 Epoch 57 Batch 1068/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.938, Loss: 0.143 Epoch 57 Batch 1069/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.123 Epoch 57 Batch 1070/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.938, Loss: 0.174 Epoch 57 Batch 1071/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.159 Epoch 57 Batch 1072/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.933, Loss: 0.158 Epoch 57 Batch 1073/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.199 Epoch 57 Batch 1074/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.194 Epoch 57 Batch 1075/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.939, Loss: 0.184 Epoch 58 Batch 0/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.939, Loss: 0.154 Epoch 58 Batch 1/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.143 Epoch 58 Batch 2/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.939, Loss: 0.156 Epoch 58 Batch 3/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.938, Loss: 0.144 Epoch 58 Batch 4/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.142 Epoch 58 Batch 5/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.933, Loss: 0.190 Epoch 58 Batch 6/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.172 Epoch 58 Batch 7/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.938, Loss: 0.146 Epoch 58 Batch 8/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.942, Loss: 0.162 Epoch 58 Batch 9/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.940, Loss: 0.162 Epoch 58 Batch 10/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.940, Loss: 0.163 Epoch 58 Batch 11/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.934, Loss: 0.173 Epoch 58 Batch 12/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.934, Loss: 0.173 Epoch 58 Batch 13/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.178 Epoch 58 Batch 14/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.934, Loss: 0.131 Epoch 58 Batch 15/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.159 Epoch 58 Batch 16/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.931, Loss: 0.164 Epoch 58 Batch 17/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.932, Loss: 0.170 Epoch 58 Batch 18/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.931, Loss: 0.158 Epoch 58 Batch 19/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.177 Epoch 58 Batch 20/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.144 Epoch 58 Batch 21/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.931, Loss: 0.169 Epoch 58 Batch 22/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.178 Epoch 58 Batch 23/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.152 Epoch 58 Batch 24/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.926, Loss: 0.153 Epoch 58 Batch 25/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.926, Loss: 0.157 Epoch 58 Batch 26/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.181 Epoch 58 Batch 27/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.156 Epoch 58 Batch 28/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.926, Loss: 0.166 Epoch 58 Batch 29/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.920, Loss: 0.166 Epoch 58 Batch 30/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.142 Epoch 58 Batch 31/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.189 Epoch 58 Batch 32/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.155 Epoch 58 Batch 33/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.147 Epoch 58 Batch 34/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.159 Epoch 58 Batch 35/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.156 Epoch 58 Batch 36/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.161 Epoch 58 Batch 37/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.926, Loss: 0.151 Epoch 58 Batch 38/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.172 Epoch 58 Batch 39/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.936, Loss: 0.178 Epoch 58 Batch 40/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.144 Epoch 58 Batch 41/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.936, Loss: 0.155 Epoch 58 Batch 42/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.936, Loss: 0.165 Epoch 58 Batch 43/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.936, Loss: 0.141 Epoch 58 Batch 44/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.936, Loss: 0.145 Epoch 58 Batch 45/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.936, Loss: 0.167 Epoch 58 Batch 46/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.938, Loss: 0.177 Epoch 58 Batch 47/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.938, Loss: 0.167 Epoch 58 Batch 48/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.938, Loss: 0.194 Epoch 58 Batch 49/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.938, Loss: 0.165 Epoch 58 Batch 50/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.146 Epoch 58 Batch 51/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.938, Loss: 0.162 Epoch 58 Batch 52/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.938, Loss: 0.160 Epoch 58 Batch 53/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.938, Loss: 0.161 Epoch 58 Batch 54/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.940, Loss: 0.189 Epoch 58 Batch 55/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.938, Loss: 0.155 Epoch 58 Batch 56/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.936, Loss: 0.151 Epoch 58 Batch 57/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.936, Loss: 0.159 Epoch 58 Batch 58/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.936, Loss: 0.143 Epoch 58 Batch 59/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.935, Loss: 0.158 Epoch 58 Batch 60/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.935, Loss: 0.155 Epoch 58 Batch 61/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.931, Loss: 0.191 Epoch 58 Batch 62/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.160 Epoch 58 Batch 63/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.137 Epoch 58 Batch 64/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.172 Epoch 58 Batch 65/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.930, Loss: 0.154 Epoch 58 Batch 66/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.146 Epoch 58 Batch 67/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.163 Epoch 58 Batch 68/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.184 Epoch 58 Batch 69/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.927, Loss: 0.189 Epoch 58 Batch 70/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.927, Loss: 0.181 Epoch 58 Batch 71/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.141 Epoch 58 Batch 72/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.936, Loss: 0.142 Epoch 58 Batch 73/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.936, Loss: 0.167 Epoch 58 Batch 74/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.937, Loss: 0.137 Epoch 58 Batch 75/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.937, Loss: 0.198 Epoch 58 Batch 76/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.139 Epoch 58 Batch 77/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.935, Loss: 0.171 Epoch 58 Batch 78/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.937, Loss: 0.158 Epoch 58 Batch 79/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.937, Loss: 0.172 Epoch 58 Batch 80/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.938, Loss: 0.154 Epoch 58 Batch 81/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.933, Loss: 0.141 Epoch 58 Batch 82/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.933, Loss: 0.142 Epoch 58 Batch 83/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.159 Epoch 58 Batch 84/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.929, Loss: 0.165 Epoch 58 Batch 85/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.158 Epoch 58 Batch 86/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.929, Loss: 0.157 Epoch 58 Batch 87/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.930, Loss: 0.205 Epoch 58 Batch 88/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.934, Loss: 0.193 Epoch 58 Batch 89/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.932, Loss: 0.172 Epoch 58 Batch 90/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.930, Loss: 0.183 Epoch 58 Batch 91/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.147 Epoch 58 Batch 92/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.161 Epoch 58 Batch 93/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.161 Epoch 58 Batch 94/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.160 Epoch 58 Batch 95/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.196 Epoch 58 Batch 96/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.932, Loss: 0.166 Epoch 58 Batch 97/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.932, Loss: 0.168 Epoch 58 Batch 98/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.941, Loss: 0.151 Epoch 58 Batch 99/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.944, Loss: 0.175 Epoch 58 Batch 100/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.943, Loss: 0.159 Epoch 58 Batch 101/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.939, Loss: 0.148 Epoch 58 Batch 102/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.943, Loss: 0.146 Epoch 58 Batch 103/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.943, Loss: 0.197 Epoch 58 Batch 104/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.943, Loss: 0.161 Epoch 58 Batch 105/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.938, Loss: 0.152 Epoch 58 Batch 106/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.939, Loss: 0.180 Epoch 58 Batch 107/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.943, Loss: 0.160 Epoch 58 Batch 108/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.939, Loss: 0.142 Epoch 58 Batch 109/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.935, Loss: 0.154 Epoch 58 Batch 110/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.939, Loss: 0.136 Epoch 58 Batch 111/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.939, Loss: 0.153 Epoch 58 Batch 112/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.934, Loss: 0.153 Epoch 58 Batch 113/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.934, Loss: 0.161 Epoch 58 Batch 114/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.155 Epoch 58 Batch 115/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.193 Epoch 58 Batch 116/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.929, Loss: 0.189 Epoch 58 Batch 117/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.929, Loss: 0.167 Epoch 58 Batch 118/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.928, Loss: 0.160 Epoch 58 Batch 119/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.932, Loss: 0.154 Epoch 58 Batch 120/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.932, Loss: 0.183 Epoch 58 Batch 121/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.935, Loss: 0.161 Epoch 58 Batch 122/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.935, Loss: 0.143 Epoch 58 Batch 123/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.938, Loss: 0.144 Epoch 58 Batch 124/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.937, Loss: 0.197 Epoch 58 Batch 125/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.937, Loss: 0.166 Epoch 58 Batch 126/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.937, Loss: 0.134 Epoch 58 Batch 127/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.937, Loss: 0.172 Epoch 58 Batch 128/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.149 Epoch 58 Batch 129/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.938, Loss: 0.167 Epoch 58 Batch 130/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.938, Loss: 0.150 Epoch 58 Batch 131/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.938, Loss: 0.167 Epoch 58 Batch 132/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.938, Loss: 0.152 Epoch 58 Batch 133/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.938, Loss: 0.148 Epoch 58 Batch 134/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.938, Loss: 0.140 Epoch 58 Batch 135/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.938, Loss: 0.168 Epoch 58 Batch 136/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.938, Loss: 0.146 Epoch 58 Batch 137/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.938, Loss: 0.128 Epoch 58 Batch 138/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.938, Loss: 0.155 Epoch 58 Batch 139/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.938, Loss: 0.161 Epoch 58 Batch 140/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.938, Loss: 0.163 Epoch 58 Batch 141/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.938, Loss: 0.178 Epoch 58 Batch 142/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.943, Loss: 0.155 Epoch 58 Batch 143/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.938, Loss: 0.173 Epoch 58 Batch 144/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.938, Loss: 0.178 Epoch 58 Batch 145/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.938, Loss: 0.181 Epoch 58 Batch 146/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.938, Loss: 0.212 Epoch 58 Batch 147/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.938, Loss: 0.174 Epoch 58 Batch 148/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.944, Loss: 0.156 Epoch 58 Batch 149/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.944, Loss: 0.172 Epoch 58 Batch 150/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.944, Loss: 0.149 Epoch 58 Batch 151/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.944, Loss: 0.132 Epoch 58 Batch 152/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.943, Loss: 0.197 Epoch 58 Batch 153/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.943, Loss: 0.171 Epoch 58 Batch 154/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.939, Loss: 0.146 Epoch 58 Batch 155/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.945, Loss: 0.175 Epoch 58 Batch 156/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.939, Loss: 0.138 Epoch 58 Batch 157/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.939, Loss: 0.159 Epoch 58 Batch 158/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.939, Loss: 0.177 Epoch 58 Batch 159/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.140 Epoch 58 Batch 160/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.942, Loss: 0.125 Epoch 58 Batch 161/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.941, Loss: 0.163 Epoch 58 Batch 162/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.941, Loss: 0.180 Epoch 58 Batch 163/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.941, Loss: 0.187 Epoch 58 Batch 164/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.941, Loss: 0.162 Epoch 58 Batch 165/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.941, Loss: 0.158 Epoch 58 Batch 166/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.941, Loss: 0.187 Epoch 58 Batch 167/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.941, Loss: 0.146 Epoch 58 Batch 168/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.941, Loss: 0.177 Epoch 58 Batch 169/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.941, Loss: 0.173 Epoch 58 Batch 170/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.936, Loss: 0.163 Epoch 58 Batch 171/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.165 Epoch 58 Batch 172/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.937, Loss: 0.172 Epoch 58 Batch 173/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.935, Loss: 0.174 Epoch 58 Batch 174/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.934, Loss: 0.156 Epoch 58 Batch 175/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.164 Epoch 58 Batch 176/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.934, Loss: 0.164 Epoch 58 Batch 177/1077 - Train Accuracy: 0.968, Validation Accuracy: 0.934, Loss: 0.174 Epoch 58 Batch 178/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.934, Loss: 0.165 Epoch 58 Batch 179/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.929, Loss: 0.166 Epoch 58 Batch 180/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.158 Epoch 58 Batch 181/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.189 Epoch 58 Batch 182/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.194 Epoch 58 Batch 183/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.924, Loss: 0.189 Epoch 58 Batch 184/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.926, Loss: 0.158 Epoch 58 Batch 185/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.158 Epoch 58 Batch 186/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.186 Epoch 58 Batch 187/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.932, Loss: 0.140 Epoch 58 Batch 188/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.931, Loss: 0.167 Epoch 58 Batch 189/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.153 Epoch 58 Batch 190/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.147 Epoch 58 Batch 191/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.125 Epoch 58 Batch 192/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.173 Epoch 58 Batch 193/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.930, Loss: 0.152 Epoch 58 Batch 194/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.930, Loss: 0.146 Epoch 58 Batch 195/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.930, Loss: 0.139 Epoch 58 Batch 196/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.930, Loss: 0.167 Epoch 58 Batch 197/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.927, Loss: 0.170 Epoch 58 Batch 198/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.927, Loss: 0.173 Epoch 58 Batch 199/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.927, Loss: 0.154 Epoch 58 Batch 200/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.927, Loss: 0.155 Epoch 58 Batch 201/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.927, Loss: 0.147 Epoch 58 Batch 202/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.930, Loss: 0.163 Epoch 58 Batch 203/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.935, Loss: 0.175 Epoch 58 Batch 204/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.935, Loss: 0.207 Epoch 58 Batch 205/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.935, Loss: 0.169 Epoch 58 Batch 206/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.144 Epoch 58 Batch 207/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.935, Loss: 0.161 Epoch 58 Batch 208/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.193 Epoch 58 Batch 209/1077 - Train Accuracy: 0.964, Validation Accuracy: 0.936, Loss: 0.138 Epoch 58 Batch 210/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.936, Loss: 0.165 Epoch 58 Batch 211/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.934, Loss: 0.157 Epoch 58 Batch 212/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.938, Loss: 0.157 Epoch 58 Batch 213/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.938, Loss: 0.123 Epoch 58 Batch 214/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.153 Epoch 58 Batch 215/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.934, Loss: 0.166 Epoch 58 Batch 216/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.933, Loss: 0.160 Epoch 58 Batch 217/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.149 Epoch 58 Batch 218/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.934, Loss: 0.200 Epoch 58 Batch 219/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.935, Loss: 0.151 Epoch 58 Batch 220/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.932, Loss: 0.157 Epoch 58 Batch 221/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.931, Loss: 0.154 Epoch 58 Batch 222/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.931, Loss: 0.161 Epoch 58 Batch 223/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.930, Loss: 0.147 Epoch 58 Batch 224/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.157 Epoch 58 Batch 225/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.935, Loss: 0.167 Epoch 58 Batch 226/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.935, Loss: 0.166 Epoch 58 Batch 227/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.935, Loss: 0.190 Epoch 58 Batch 228/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.166 Epoch 58 Batch 229/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.937, Loss: 0.170 Epoch 58 Batch 230/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.937, Loss: 0.139 Epoch 58 Batch 231/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.938, Loss: 0.182 Epoch 58 Batch 232/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.938, Loss: 0.165 Epoch 58 Batch 233/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.938, Loss: 0.189 Epoch 58 Batch 234/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.938, Loss: 0.187 Epoch 58 Batch 235/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.936, Loss: 0.160 Epoch 58 Batch 236/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.937, Loss: 0.168 Epoch 58 Batch 237/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.932, Loss: 0.138 Epoch 58 Batch 238/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.932, Loss: 0.155 Epoch 58 Batch 239/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.934, Loss: 0.150 Epoch 58 Batch 240/1077 - Train Accuracy: 0.963, Validation Accuracy: 0.929, Loss: 0.143 Epoch 58 Batch 241/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.929, Loss: 0.144 Epoch 58 Batch 242/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.929, Loss: 0.148 Epoch 58 Batch 243/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.934, Loss: 0.172 Epoch 58 Batch 244/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.934, Loss: 0.167 Epoch 58 Batch 245/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.932, Loss: 0.143 Epoch 58 Batch 246/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.932, Loss: 0.152 Epoch 58 Batch 247/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.932, Loss: 0.166 Epoch 58 Batch 248/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.152 Epoch 58 Batch 249/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.155 Epoch 58 Batch 250/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.939, Loss: 0.146 Epoch 58 Batch 251/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.936, Loss: 0.140 Epoch 58 Batch 252/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.933, Loss: 0.152 Epoch 58 Batch 253/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.934, Loss: 0.174 Epoch 58 Batch 254/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.933, Loss: 0.174 Epoch 58 Batch 255/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.935, Loss: 0.160 Epoch 58 Batch 256/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.935, Loss: 0.187 Epoch 58 Batch 257/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.936, Loss: 0.164 Epoch 58 Batch 258/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.936, Loss: 0.153 Epoch 58 Batch 259/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.935, Loss: 0.155 Epoch 58 Batch 260/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.146 Epoch 58 Batch 261/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.935, Loss: 0.163 Epoch 58 Batch 262/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.146 Epoch 58 Batch 263/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.934, Loss: 0.136 Epoch 58 Batch 264/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.936, Loss: 0.164 Epoch 58 Batch 265/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.936, Loss: 0.166 Epoch 58 Batch 266/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.936, Loss: 0.154 Epoch 58 Batch 267/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.936, Loss: 0.152 Epoch 58 Batch 268/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.176 Epoch 58 Batch 269/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.180 Epoch 58 Batch 270/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.190 Epoch 58 Batch 271/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.143 Epoch 58 Batch 272/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.930, Loss: 0.214 Epoch 58 Batch 273/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.142 Epoch 58 Batch 274/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.169 Epoch 58 Batch 275/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.932, Loss: 0.172 Epoch 58 Batch 276/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.932, Loss: 0.211 Epoch 58 Batch 277/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.928, Loss: 0.150 Epoch 58 Batch 278/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.165 Epoch 58 Batch 279/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.928, Loss: 0.183 Epoch 58 Batch 280/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.928, Loss: 0.158 Epoch 58 Batch 281/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.159 Epoch 58 Batch 282/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.932, Loss: 0.200 Epoch 58 Batch 283/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.932, Loss: 0.177 Epoch 58 Batch 284/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.932, Loss: 0.173 Epoch 58 Batch 285/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.933, Loss: 0.165 Epoch 58 Batch 286/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.149 Epoch 58 Batch 287/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.936, Loss: 0.154 Epoch 58 Batch 288/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.936, Loss: 0.181 Epoch 58 Batch 289/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.931, Loss: 0.156 Epoch 58 Batch 290/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.931, Loss: 0.202 Epoch 58 Batch 291/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.176 Epoch 58 Batch 292/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.167 Epoch 58 Batch 293/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.931, Loss: 0.171 Epoch 58 Batch 294/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.157 Epoch 58 Batch 295/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.935, Loss: 0.196 Epoch 58 Batch 296/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.936, Loss: 0.162 Epoch 58 Batch 297/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.936, Loss: 0.202 Epoch 58 Batch 298/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.173 Epoch 58 Batch 299/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.934, Loss: 0.158 Epoch 58 Batch 300/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.939, Loss: 0.151 Epoch 58 Batch 301/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.939, Loss: 0.151 Epoch 58 Batch 302/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.933, Loss: 0.147 Epoch 58 Batch 303/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.187 Epoch 58 Batch 304/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.929, Loss: 0.153 Epoch 58 Batch 305/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.152 Epoch 58 Batch 306/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.931, Loss: 0.180 Epoch 58 Batch 307/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.931, Loss: 0.162 Epoch 58 Batch 308/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.931, Loss: 0.170 Epoch 58 Batch 309/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.933, Loss: 0.144 Epoch 58 Batch 310/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.174 Epoch 58 Batch 311/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.155 Epoch 58 Batch 312/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.928, Loss: 0.191 Epoch 58 Batch 313/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.157 Epoch 58 Batch 314/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.157 Epoch 58 Batch 315/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.931, Loss: 0.147 Epoch 58 Batch 316/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.144 Epoch 58 Batch 317/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.936, Loss: 0.180 Epoch 58 Batch 318/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.938, Loss: 0.159 Epoch 58 Batch 319/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.936, Loss: 0.169 Epoch 58 Batch 320/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.937, Loss: 0.173 Epoch 58 Batch 321/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.933, Loss: 0.165 Epoch 58 Batch 322/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.933, Loss: 0.140 Epoch 58 Batch 323/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.933, Loss: 0.176 Epoch 58 Batch 324/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.933, Loss: 0.146 Epoch 58 Batch 325/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.928, Loss: 0.155 Epoch 58 Batch 326/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.161 Epoch 58 Batch 327/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.933, Loss: 0.175 Epoch 58 Batch 328/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.182 Epoch 58 Batch 329/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.934, Loss: 0.154 Epoch 58 Batch 330/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.934, Loss: 0.169 Epoch 58 Batch 331/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.169 Epoch 58 Batch 332/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.934, Loss: 0.124 Epoch 58 Batch 333/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.152 Epoch 58 Batch 334/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.934, Loss: 0.154 Epoch 58 Batch 335/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.934, Loss: 0.166 Epoch 58 Batch 336/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.202 Epoch 58 Batch 337/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.936, Loss: 0.186 Epoch 58 Batch 338/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.936, Loss: 0.189 Epoch 58 Batch 339/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.936, Loss: 0.150 Epoch 58 Batch 340/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.936, Loss: 0.146 Epoch 58 Batch 341/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.941, Loss: 0.188 Epoch 58 Batch 342/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.941, Loss: 0.145 Epoch 58 Batch 343/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.941, Loss: 0.157 Epoch 58 Batch 344/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.937, Loss: 0.152 Epoch 58 Batch 345/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.936, Loss: 0.156 Epoch 58 Batch 346/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.935, Loss: 0.168 Epoch 58 Batch 347/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.934, Loss: 0.123 Epoch 58 Batch 348/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.144 Epoch 58 Batch 349/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.936, Loss: 0.160 Epoch 58 Batch 350/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.155 Epoch 58 Batch 351/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.931, Loss: 0.179 Epoch 58 Batch 352/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.152 Epoch 58 Batch 353/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.927, Loss: 0.184 Epoch 58 Batch 354/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.930, Loss: 0.185 Epoch 58 Batch 355/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.201 Epoch 58 Batch 356/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.168 Epoch 58 Batch 357/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.156 Epoch 58 Batch 358/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.930, Loss: 0.159 Epoch 58 Batch 359/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.170 Epoch 58 Batch 360/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.165 Epoch 58 Batch 361/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.927, Loss: 0.154 Epoch 58 Batch 362/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.174 Epoch 58 Batch 363/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.922, Loss: 0.186 Epoch 58 Batch 364/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.179 Epoch 58 Batch 365/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.931, Loss: 0.142 Epoch 58 Batch 366/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.163 Epoch 58 Batch 367/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.931, Loss: 0.141 Epoch 58 Batch 368/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.936, Loss: 0.168 Epoch 58 Batch 369/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.936, Loss: 0.149 Epoch 58 Batch 370/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.935, Loss: 0.170 Epoch 58 Batch 371/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.934, Loss: 0.164 Epoch 58 Batch 372/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.139 Epoch 58 Batch 373/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.934, Loss: 0.138 Epoch 58 Batch 374/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.181 Epoch 58 Batch 375/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.925, Loss: 0.169 Epoch 58 Batch 376/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.155 Epoch 58 Batch 377/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.157 Epoch 58 Batch 378/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.138 Epoch 58 Batch 379/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.925, Loss: 0.162 Epoch 58 Batch 380/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.148 Epoch 58 Batch 381/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.930, Loss: 0.182 Epoch 58 Batch 382/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.934, Loss: 0.197 Epoch 58 Batch 383/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.929, Loss: 0.174 Epoch 58 Batch 384/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.932, Loss: 0.163 Epoch 58 Batch 385/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.927, Loss: 0.154 Epoch 58 Batch 386/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.926, Loss: 0.156 Epoch 58 Batch 387/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.927, Loss: 0.157 Epoch 58 Batch 388/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.161 Epoch 58 Batch 389/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.929, Loss: 0.161 Epoch 58 Batch 390/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.929, Loss: 0.182 Epoch 58 Batch 391/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.930, Loss: 0.179 Epoch 58 Batch 392/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.939, Loss: 0.197 Epoch 58 Batch 393/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.941, Loss: 0.160 Epoch 58 Batch 394/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.162 Epoch 58 Batch 395/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.167 Epoch 58 Batch 396/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.940, Loss: 0.190 Epoch 58 Batch 397/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.940, Loss: 0.152 Epoch 58 Batch 398/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.940, Loss: 0.164 Epoch 58 Batch 399/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.941, Loss: 0.173 Epoch 58 Batch 400/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.940, Loss: 0.215 Epoch 58 Batch 401/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.938, Loss: 0.151 Epoch 58 Batch 402/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.938, Loss: 0.139 Epoch 58 Batch 403/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.195 Epoch 58 Batch 404/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.934, Loss: 0.162 Epoch 58 Batch 405/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.172 Epoch 58 Batch 406/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.936, Loss: 0.138 Epoch 58 Batch 407/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.180 Epoch 58 Batch 408/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.935, Loss: 0.184 Epoch 58 Batch 409/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.935, Loss: 0.165 Epoch 58 Batch 410/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.935, Loss: 0.177 Epoch 58 Batch 411/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.935, Loss: 0.164 Epoch 58 Batch 412/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.938, Loss: 0.145 Epoch 58 Batch 413/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.938, Loss: 0.157 Epoch 58 Batch 414/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.938, Loss: 0.183 Epoch 58 Batch 415/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.938, Loss: 0.157 Epoch 58 Batch 416/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.168 Epoch 58 Batch 417/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.935, Loss: 0.207 Epoch 58 Batch 418/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.932, Loss: 0.145 Epoch 58 Batch 419/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.932, Loss: 0.165 Epoch 58 Batch 420/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.152 Epoch 58 Batch 421/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.931, Loss: 0.200 Epoch 58 Batch 422/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.156 Epoch 58 Batch 423/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.931, Loss: 0.162 Epoch 58 Batch 424/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.162 Epoch 58 Batch 425/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.139 Epoch 58 Batch 426/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.930, Loss: 0.194 Epoch 58 Batch 427/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.158 Epoch 58 Batch 428/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.929, Loss: 0.142 Epoch 58 Batch 429/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.142 Epoch 58 Batch 430/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.150 Epoch 58 Batch 431/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.933, Loss: 0.146 Epoch 58 Batch 432/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.161 Epoch 58 Batch 433/1077 - Train Accuracy: 0.965, Validation Accuracy: 0.924, Loss: 0.180 Epoch 58 Batch 434/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.923, Loss: 0.156 Epoch 58 Batch 435/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.923, Loss: 0.177 Epoch 58 Batch 436/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.927, Loss: 0.147 Epoch 58 Batch 437/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.929, Loss: 0.137 Epoch 58 Batch 438/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.167 Epoch 58 Batch 439/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.929, Loss: 0.181 Epoch 58 Batch 440/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.930, Loss: 0.176 Epoch 58 Batch 441/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.934, Loss: 0.167 Epoch 58 Batch 442/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.934, Loss: 0.165 Epoch 58 Batch 443/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.934, Loss: 0.153 Epoch 58 Batch 444/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.155 Epoch 58 Batch 445/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.926, Loss: 0.176 Epoch 58 Batch 446/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.931, Loss: 0.135 Epoch 58 Batch 447/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.932, Loss: 0.142 Epoch 58 Batch 448/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.932, Loss: 0.188 Epoch 58 Batch 449/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.931, Loss: 0.189 Epoch 58 Batch 450/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.165 Epoch 58 Batch 451/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.162 Epoch 58 Batch 452/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.200 Epoch 58 Batch 453/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.157 Epoch 58 Batch 454/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.930, Loss: 0.168 Epoch 58 Batch 455/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.147 Epoch 58 Batch 456/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.930, Loss: 0.166 Epoch 58 Batch 457/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.930, Loss: 0.160 Epoch 58 Batch 458/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.930, Loss: 0.165 Epoch 58 Batch 459/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.152 Epoch 58 Batch 460/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.163 Epoch 58 Batch 461/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.930, Loss: 0.155 Epoch 58 Batch 462/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.931, Loss: 0.151 Epoch 58 Batch 463/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.171 Epoch 58 Batch 464/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.921, Loss: 0.142 Epoch 58 Batch 465/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.199 Epoch 58 Batch 466/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.153 Epoch 58 Batch 467/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.920, Loss: 0.181 Epoch 58 Batch 468/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.159 Epoch 58 Batch 469/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.150 Epoch 58 Batch 470/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.919, Loss: 0.159 Epoch 58 Batch 471/1077 - Train Accuracy: 0.965, Validation Accuracy: 0.919, Loss: 0.140 Epoch 58 Batch 472/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.909, Loss: 0.147 Epoch 58 Batch 473/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.169 Epoch 58 Batch 474/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.920, Loss: 0.167 Epoch 58 Batch 475/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.176 Epoch 58 Batch 476/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.156 Epoch 58 Batch 477/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.925, Loss: 0.133 Epoch 58 Batch 478/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.165 Epoch 58 Batch 479/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.924, Loss: 0.169 Epoch 58 Batch 480/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.929, Loss: 0.162 Epoch 58 Batch 481/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.173 Epoch 58 Batch 482/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.189 Epoch 58 Batch 483/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.929, Loss: 0.191 Epoch 58 Batch 484/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.174 Epoch 58 Batch 485/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.163 Epoch 58 Batch 486/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.149 Epoch 58 Batch 487/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.932, Loss: 0.146 Epoch 58 Batch 488/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.154 Epoch 58 Batch 489/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.928, Loss: 0.142 Epoch 58 Batch 490/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.158 Epoch 58 Batch 491/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.187 Epoch 58 Batch 492/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.171 Epoch 58 Batch 493/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.928, Loss: 0.149 Epoch 58 Batch 494/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.140 Epoch 58 Batch 495/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.170 Epoch 58 Batch 496/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.184 Epoch 58 Batch 497/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.190 Epoch 58 Batch 498/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.156 Epoch 58 Batch 499/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.930, Loss: 0.153 Epoch 58 Batch 500/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.935, Loss: 0.138 Epoch 58 Batch 501/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.935, Loss: 0.143 Epoch 58 Batch 502/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.936, Loss: 0.147 Epoch 58 Batch 503/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.932, Loss: 0.166 Epoch 58 Batch 504/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.938, Loss: 0.172 Epoch 58 Batch 505/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.141 Epoch 58 Batch 506/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.932, Loss: 0.145 Epoch 58 Batch 507/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.928, Loss: 0.159 Epoch 58 Batch 508/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.147 Epoch 58 Batch 509/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.932, Loss: 0.170 Epoch 58 Batch 510/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.927, Loss: 0.158 Epoch 58 Batch 511/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.927, Loss: 0.166 Epoch 58 Batch 512/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.927, Loss: 0.144 Epoch 58 Batch 513/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.177 Epoch 58 Batch 514/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.923, Loss: 0.170 Epoch 58 Batch 515/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.918, Loss: 0.166 Epoch 58 Batch 516/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.144 Epoch 58 Batch 517/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.165 Epoch 58 Batch 518/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.154 Epoch 58 Batch 519/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.161 Epoch 58 Batch 520/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.930, Loss: 0.168 Epoch 58 Batch 521/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.929, Loss: 0.164 Epoch 58 Batch 522/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.929, Loss: 0.197 Epoch 58 Batch 523/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.166 Epoch 58 Batch 524/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.170 Epoch 58 Batch 525/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.927, Loss: 0.171 Epoch 58 Batch 526/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.929, Loss: 0.136 Epoch 58 Batch 527/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.165 Epoch 58 Batch 528/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.144 Epoch 58 Batch 529/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.169 Epoch 58 Batch 530/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.933, Loss: 0.165 Epoch 58 Batch 531/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.933, Loss: 0.166 Epoch 58 Batch 532/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.933, Loss: 0.181 Epoch 58 Batch 533/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.202 Epoch 58 Batch 534/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.933, Loss: 0.160 Epoch 58 Batch 535/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.161 Epoch 58 Batch 536/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.938, Loss: 0.160 Epoch 58 Batch 537/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.935, Loss: 0.143 Epoch 58 Batch 538/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.931, Loss: 0.125 Epoch 58 Batch 539/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.926, Loss: 0.191 Epoch 58 Batch 540/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.926, Loss: 0.137 Epoch 58 Batch 541/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.926, Loss: 0.138 Epoch 58 Batch 542/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.159 Epoch 58 Batch 543/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.184 Epoch 58 Batch 544/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.931, Loss: 0.129 Epoch 58 Batch 545/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.165 Epoch 58 Batch 546/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.184 Epoch 58 Batch 547/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.148 Epoch 58 Batch 548/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.936, Loss: 0.162 Epoch 58 Batch 549/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.931, Loss: 0.193 Epoch 58 Batch 550/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.936, Loss: 0.167 Epoch 58 Batch 551/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.941, Loss: 0.186 Epoch 58 Batch 552/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.940, Loss: 0.162 Epoch 58 Batch 553/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.940, Loss: 0.160 Epoch 58 Batch 554/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.938, Loss: 0.152 Epoch 58 Batch 555/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.938, Loss: 0.153 Epoch 58 Batch 556/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.938, Loss: 0.145 Epoch 58 Batch 557/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.936, Loss: 0.166 Epoch 58 Batch 558/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.936, Loss: 0.155 Epoch 58 Batch 559/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.936, Loss: 0.154 Epoch 58 Batch 560/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.935, Loss: 0.166 Epoch 58 Batch 561/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.151 Epoch 58 Batch 562/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.935, Loss: 0.145 Epoch 58 Batch 563/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.935, Loss: 0.194 Epoch 58 Batch 564/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.935, Loss: 0.188 Epoch 58 Batch 565/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.937, Loss: 0.172 Epoch 58 Batch 566/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.933, Loss: 0.177 Epoch 58 Batch 567/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.174 Epoch 58 Batch 568/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.151 Epoch 58 Batch 569/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.928, Loss: 0.162 Epoch 58 Batch 570/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.169 Epoch 58 Batch 571/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.150 Epoch 58 Batch 572/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.929, Loss: 0.154 Epoch 58 Batch 573/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.193 Epoch 58 Batch 574/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.934, Loss: 0.159 Epoch 58 Batch 575/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.936, Loss: 0.156 Epoch 58 Batch 576/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.936, Loss: 0.150 Epoch 58 Batch 577/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.936, Loss: 0.149 Epoch 58 Batch 578/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.936, Loss: 0.180 Epoch 58 Batch 579/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.936, Loss: 0.140 Epoch 58 Batch 580/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.936, Loss: 0.136 Epoch 58 Batch 581/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.936, Loss: 0.129 Epoch 58 Batch 582/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.166 Epoch 58 Batch 583/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.938, Loss: 0.183 Epoch 58 Batch 584/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.938, Loss: 0.174 Epoch 58 Batch 585/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.937, Loss: 0.148 Epoch 58 Batch 586/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.937, Loss: 0.178 Epoch 58 Batch 587/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.937, Loss: 0.168 Epoch 58 Batch 588/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.937, Loss: 0.155 Epoch 58 Batch 589/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.932, Loss: 0.167 Epoch 58 Batch 590/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.932, Loss: 0.162 Epoch 58 Batch 591/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.159 Epoch 58 Batch 592/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.176 Epoch 58 Batch 593/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.176 Epoch 58 Batch 594/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.150 Epoch 58 Batch 595/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.162 Epoch 58 Batch 596/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.173 Epoch 58 Batch 597/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.154 Epoch 58 Batch 598/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.148 Epoch 58 Batch 599/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.223 Epoch 58 Batch 600/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.158 Epoch 58 Batch 601/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.927, Loss: 0.154 Epoch 58 Batch 602/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.927, Loss: 0.170 Epoch 58 Batch 603/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.149 Epoch 58 Batch 604/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.179 Epoch 58 Batch 605/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.181 Epoch 58 Batch 606/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.131 Epoch 58 Batch 607/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.920, Loss: 0.165 Epoch 58 Batch 608/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.184 Epoch 58 Batch 609/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.924, Loss: 0.185 Epoch 58 Batch 610/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.929, Loss: 0.175 Epoch 58 Batch 611/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.930, Loss: 0.169 Epoch 58 Batch 612/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.934, Loss: 0.133 Epoch 58 Batch 613/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.934, Loss: 0.172 Epoch 58 Batch 614/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.934, Loss: 0.160 Epoch 58 Batch 615/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.934, Loss: 0.156 Epoch 58 Batch 616/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.172 Epoch 58 Batch 617/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.937, Loss: 0.160 Epoch 58 Batch 618/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.929, Loss: 0.165 Epoch 58 Batch 619/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.930, Loss: 0.153 Epoch 58 Batch 620/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.143 Epoch 58 Batch 621/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.928, Loss: 0.184 Epoch 58 Batch 622/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.928, Loss: 0.171 Epoch 58 Batch 623/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.929, Loss: 0.187 Epoch 58 Batch 624/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.146 Epoch 58 Batch 625/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.147 Epoch 58 Batch 626/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.148 Epoch 58 Batch 627/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.160 Epoch 58 Batch 628/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.928, Loss: 0.184 Epoch 58 Batch 629/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.174 Epoch 58 Batch 630/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.178 Epoch 58 Batch 631/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.157 Epoch 58 Batch 632/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.928, Loss: 0.146 Epoch 58 Batch 633/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.923, Loss: 0.156 Epoch 58 Batch 634/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.146 Epoch 58 Batch 635/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.214 Epoch 58 Batch 636/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.150 Epoch 58 Batch 637/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.166 Epoch 58 Batch 638/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.167 Epoch 58 Batch 639/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.175 Epoch 58 Batch 640/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.157 Epoch 58 Batch 641/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.162 Epoch 58 Batch 642/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.160 Epoch 58 Batch 643/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.931, Loss: 0.141 Epoch 58 Batch 644/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.930, Loss: 0.164 Epoch 58 Batch 645/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.935, Loss: 0.158 Epoch 58 Batch 646/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.938, Loss: 0.167 Epoch 58 Batch 647/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.171 Epoch 58 Batch 648/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.939, Loss: 0.138 Epoch 58 Batch 649/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.939, Loss: 0.167 Epoch 58 Batch 650/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.935, Loss: 0.163 Epoch 58 Batch 651/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.931, Loss: 0.152 Epoch 58 Batch 652/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.936, Loss: 0.170 Epoch 58 Batch 653/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.183 Epoch 58 Batch 654/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.144 Epoch 58 Batch 655/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.181 Epoch 58 Batch 656/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.934, Loss: 0.155 Epoch 58 Batch 657/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.173 Epoch 58 Batch 658/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.147 Epoch 58 Batch 659/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.934, Loss: 0.154 Epoch 58 Batch 660/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.933, Loss: 0.172 Epoch 58 Batch 661/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.936, Loss: 0.147 Epoch 58 Batch 662/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.936, Loss: 0.158 Epoch 58 Batch 663/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.154 Epoch 58 Batch 664/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.936, Loss: 0.164 Epoch 58 Batch 665/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.936, Loss: 0.152 Epoch 58 Batch 666/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.933, Loss: 0.179 Epoch 58 Batch 667/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.933, Loss: 0.155 Epoch 58 Batch 668/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.174 Epoch 58 Batch 669/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.932, Loss: 0.159 Epoch 58 Batch 670/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.932, Loss: 0.182 Epoch 58 Batch 671/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.932, Loss: 0.161 Epoch 58 Batch 672/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.933, Loss: 0.175 Epoch 58 Batch 673/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.933, Loss: 0.153 Epoch 58 Batch 674/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.933, Loss: 0.149 Epoch 58 Batch 675/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.933, Loss: 0.173 Epoch 58 Batch 676/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.169 Epoch 58 Batch 677/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.934, Loss: 0.182 Epoch 58 Batch 678/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.934, Loss: 0.150 Epoch 58 Batch 679/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.175 Epoch 58 Batch 680/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.146 Epoch 58 Batch 681/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.932, Loss: 0.155 Epoch 58 Batch 682/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.932, Loss: 0.153 Epoch 58 Batch 683/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.931, Loss: 0.166 Epoch 58 Batch 684/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.930, Loss: 0.150 Epoch 58 Batch 685/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.179 Epoch 58 Batch 686/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.169 Epoch 58 Batch 687/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.926, Loss: 0.181 Epoch 58 Batch 688/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.156 Epoch 58 Batch 689/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.930, Loss: 0.159 Epoch 58 Batch 690/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.179 Epoch 58 Batch 691/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.928, Loss: 0.169 Epoch 58 Batch 692/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.158 Epoch 58 Batch 693/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.172 Epoch 58 Batch 694/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.930, Loss: 0.167 Epoch 58 Batch 695/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.155 Epoch 58 Batch 696/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.931, Loss: 0.185 Epoch 58 Batch 697/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.152 Epoch 58 Batch 698/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.153 Epoch 58 Batch 699/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.926, Loss: 0.160 Epoch 58 Batch 700/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.140 Epoch 58 Batch 701/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.175 Epoch 58 Batch 702/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.199 Epoch 58 Batch 703/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.927, Loss: 0.156 Epoch 58 Batch 704/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.926, Loss: 0.186 Epoch 58 Batch 705/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.167 Epoch 58 Batch 706/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.927, Loss: 0.202 Epoch 58 Batch 707/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.164 Epoch 58 Batch 708/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.161 Epoch 58 Batch 709/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.931, Loss: 0.180 Epoch 58 Batch 710/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.931, Loss: 0.143 Epoch 58 Batch 711/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.932, Loss: 0.187 Epoch 58 Batch 712/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.935, Loss: 0.162 Epoch 58 Batch 713/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.936, Loss: 0.161 Epoch 58 Batch 714/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.936, Loss: 0.165 Epoch 58 Batch 715/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.935, Loss: 0.190 Epoch 58 Batch 716/1077 - Train Accuracy: 0.968, Validation Accuracy: 0.935, Loss: 0.153 Epoch 58 Batch 717/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.930, Loss: 0.149 Epoch 58 Batch 718/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.167 Epoch 58 Batch 719/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.933, Loss: 0.162 Epoch 58 Batch 720/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.933, Loss: 0.187 Epoch 58 Batch 721/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.169 Epoch 58 Batch 722/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.933, Loss: 0.136 Epoch 58 Batch 723/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.940, Loss: 0.145 Epoch 58 Batch 724/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.938, Loss: 0.192 Epoch 58 Batch 725/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.938, Loss: 0.153 Epoch 58 Batch 726/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.938, Loss: 0.149 Epoch 58 Batch 727/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.938, Loss: 0.137 Epoch 58 Batch 728/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.940, Loss: 0.182 Epoch 58 Batch 729/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.201 Epoch 58 Batch 730/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.935, Loss: 0.181 Epoch 58 Batch 731/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.935, Loss: 0.163 Epoch 58 Batch 732/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.935, Loss: 0.183 Epoch 58 Batch 733/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.163 Epoch 58 Batch 734/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.933, Loss: 0.163 Epoch 58 Batch 735/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.933, Loss: 0.145 Epoch 58 Batch 736/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.936, Loss: 0.153 Epoch 58 Batch 737/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.936, Loss: 0.187 Epoch 58 Batch 738/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.936, Loss: 0.151 Epoch 58 Batch 739/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.936, Loss: 0.149 Epoch 58 Batch 740/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.936, Loss: 0.147 Epoch 58 Batch 741/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.936, Loss: 0.181 Epoch 58 Batch 742/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.936, Loss: 0.143 Epoch 58 Batch 743/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.936, Loss: 0.165 Epoch 58 Batch 744/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.936, Loss: 0.159 Epoch 58 Batch 745/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.935, Loss: 0.169 Epoch 58 Batch 746/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.166 Epoch 58 Batch 747/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.140 Epoch 58 Batch 748/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.932, Loss: 0.134 Epoch 58 Batch 749/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.929, Loss: 0.170 Epoch 58 Batch 750/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.167 Epoch 58 Batch 751/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.173 Epoch 58 Batch 752/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.934, Loss: 0.135 Epoch 58 Batch 753/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.938, Loss: 0.168 Epoch 58 Batch 754/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.941, Loss: 0.178 Epoch 58 Batch 755/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.941, Loss: 0.176 Epoch 58 Batch 756/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.175 Epoch 58 Batch 757/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.942, Loss: 0.164 Epoch 58 Batch 758/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.942, Loss: 0.148 Epoch 58 Batch 759/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.942, Loss: 0.143 Epoch 58 Batch 760/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.941, Loss: 0.171 Epoch 58 Batch 761/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.940, Loss: 0.168 Epoch 58 Batch 762/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.940, Loss: 0.144 Epoch 58 Batch 763/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.940, Loss: 0.156 Epoch 58 Batch 764/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.940, Loss: 0.168 Epoch 58 Batch 765/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.940, Loss: 0.154 Epoch 58 Batch 766/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.940, Loss: 0.166 Epoch 58 Batch 767/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.157 Epoch 58 Batch 768/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.941, Loss: 0.167 Epoch 58 Batch 769/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.162 Epoch 58 Batch 770/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.941, Loss: 0.142 Epoch 58 Batch 771/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.146 Epoch 58 Batch 772/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.939, Loss: 0.164 Epoch 58 Batch 773/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.939, Loss: 0.146 Epoch 58 Batch 774/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.164 Epoch 58 Batch 775/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.939, Loss: 0.155 Epoch 58 Batch 776/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.137 Epoch 58 Batch 777/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.940, Loss: 0.168 Epoch 58 Batch 778/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.940, Loss: 0.141 Epoch 58 Batch 779/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.944, Loss: 0.157 Epoch 58 Batch 780/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.944, Loss: 0.187 Epoch 58 Batch 781/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.134 Epoch 58 Batch 782/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.943, Loss: 0.167 Epoch 58 Batch 783/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.193 Epoch 58 Batch 784/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.150 Epoch 58 Batch 785/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.935, Loss: 0.151 Epoch 58 Batch 786/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.154 Epoch 58 Batch 787/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.175 Epoch 58 Batch 788/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.178 Epoch 58 Batch 789/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.929, Loss: 0.170 Epoch 58 Batch 790/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.929, Loss: 0.177 Epoch 58 Batch 791/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.931, Loss: 0.172 Epoch 58 Batch 792/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.166 Epoch 58 Batch 793/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.168 Epoch 58 Batch 794/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.935, Loss: 0.150 Epoch 58 Batch 795/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.167 Epoch 58 Batch 796/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.931, Loss: 0.142 Epoch 58 Batch 797/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.931, Loss: 0.151 Epoch 58 Batch 798/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.931, Loss: 0.152 Epoch 58 Batch 799/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.933, Loss: 0.175 Epoch 58 Batch 800/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.934, Loss: 0.145 Epoch 58 Batch 801/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.934, Loss: 0.160 Epoch 58 Batch 802/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.200 Epoch 58 Batch 803/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.934, Loss: 0.190 Epoch 58 Batch 804/1077 - Train Accuracy: 0.961, Validation Accuracy: 0.934, Loss: 0.161 Epoch 58 Batch 805/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.934, Loss: 0.164 Epoch 58 Batch 806/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.147 Epoch 58 Batch 807/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.932, Loss: 0.133 Epoch 58 Batch 808/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.932, Loss: 0.165 Epoch 58 Batch 809/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.932, Loss: 0.179 Epoch 58 Batch 810/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.932, Loss: 0.152 Epoch 58 Batch 811/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.932, Loss: 0.152 Epoch 58 Batch 812/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.932, Loss: 0.165 Epoch 58 Batch 813/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.933, Loss: 0.159 Epoch 58 Batch 814/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.932, Loss: 0.160 Epoch 58 Batch 815/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.936, Loss: 0.162 Epoch 58 Batch 816/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.936, Loss: 0.173 Epoch 58 Batch 817/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.187 Epoch 58 Batch 818/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.932, Loss: 0.164 Epoch 58 Batch 819/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.932, Loss: 0.164 Epoch 58 Batch 820/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.931, Loss: 0.159 Epoch 58 Batch 821/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.155 Epoch 58 Batch 822/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.931, Loss: 0.153 Epoch 58 Batch 823/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.932, Loss: 0.140 Epoch 58 Batch 824/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.173 Epoch 58 Batch 825/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.934, Loss: 0.149 Epoch 58 Batch 826/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.936, Loss: 0.142 Epoch 58 Batch 827/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.170 Epoch 58 Batch 828/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.936, Loss: 0.146 Epoch 58 Batch 829/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.935, Loss: 0.197 Epoch 58 Batch 830/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.935, Loss: 0.149 Epoch 58 Batch 831/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.936, Loss: 0.172 Epoch 58 Batch 832/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.155 Epoch 58 Batch 833/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.931, Loss: 0.188 Epoch 58 Batch 834/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.175 Epoch 58 Batch 835/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.171 Epoch 58 Batch 836/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.935, Loss: 0.158 Epoch 58 Batch 837/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.935, Loss: 0.202 Epoch 58 Batch 838/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.940, Loss: 0.140 Epoch 58 Batch 839/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.152 Epoch 58 Batch 840/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.945, Loss: 0.154 Epoch 58 Batch 841/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.201 Epoch 58 Batch 842/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.945, Loss: 0.139 Epoch 58 Batch 843/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.944, Loss: 0.158 Epoch 58 Batch 844/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.944, Loss: 0.148 Epoch 58 Batch 845/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.160 Epoch 58 Batch 846/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.944, Loss: 0.195 Epoch 58 Batch 847/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.944, Loss: 0.202 Epoch 58 Batch 848/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.943, Loss: 0.141 Epoch 58 Batch 849/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.943, Loss: 0.163 Epoch 58 Batch 850/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.939, Loss: 0.184 Epoch 58 Batch 851/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.175 Epoch 58 Batch 852/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.939, Loss: 0.190 Epoch 58 Batch 853/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.935, Loss: 0.140 Epoch 58 Batch 854/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.935, Loss: 0.172 Epoch 58 Batch 855/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.934, Loss: 0.182 Epoch 58 Batch 856/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.171 Epoch 58 Batch 857/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.164 Epoch 58 Batch 858/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.934, Loss: 0.176 Epoch 58 Batch 859/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.184 Epoch 58 Batch 860/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.934, Loss: 0.171 Epoch 58 Batch 861/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.935, Loss: 0.158 Epoch 58 Batch 862/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.934, Loss: 0.155 Epoch 58 Batch 863/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.143 Epoch 58 Batch 864/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.149 Epoch 58 Batch 865/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.155 Epoch 58 Batch 866/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.189 Epoch 58 Batch 867/1077 - Train Accuracy: 0.876, Validation Accuracy: 0.931, Loss: 0.216 Epoch 58 Batch 868/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.164 Epoch 58 Batch 869/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.160 Epoch 58 Batch 870/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.931, Loss: 0.183 Epoch 58 Batch 871/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.931, Loss: 0.146 Epoch 58 Batch 872/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.937, Loss: 0.153 Epoch 58 Batch 873/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.940, Loss: 0.164 Epoch 58 Batch 874/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.941, Loss: 0.165 Epoch 58 Batch 875/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.936, Loss: 0.160 Epoch 58 Batch 876/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.936, Loss: 0.166 Epoch 58 Batch 877/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.931, Loss: 0.155 Epoch 58 Batch 878/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.932, Loss: 0.144 Epoch 58 Batch 879/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.932, Loss: 0.149 Epoch 58 Batch 880/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.932, Loss: 0.170 Epoch 58 Batch 881/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.176 Epoch 58 Batch 882/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.146 Epoch 58 Batch 883/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.933, Loss: 0.197 Epoch 58 Batch 884/1077 - Train Accuracy: 0.890, Validation Accuracy: 0.933, Loss: 0.145 Epoch 58 Batch 885/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.939, Loss: 0.129 Epoch 58 Batch 886/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.939, Loss: 0.162 Epoch 58 Batch 887/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.939, Loss: 0.194 Epoch 58 Batch 888/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.939, Loss: 0.153 Epoch 58 Batch 889/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.173 Epoch 58 Batch 890/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.940, Loss: 0.161 Epoch 58 Batch 891/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.933, Loss: 0.164 Epoch 58 Batch 892/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.932, Loss: 0.144 Epoch 58 Batch 893/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.932, Loss: 0.181 Epoch 58 Batch 894/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.932, Loss: 0.156 Epoch 58 Batch 895/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.154 Epoch 58 Batch 896/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.176 Epoch 58 Batch 897/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.935, Loss: 0.149 Epoch 58 Batch 898/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.940, Loss: 0.137 Epoch 58 Batch 899/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.182 Epoch 58 Batch 900/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.169 Epoch 58 Batch 901/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.935, Loss: 0.182 Epoch 58 Batch 902/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.940, Loss: 0.176 Epoch 58 Batch 903/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.940, Loss: 0.148 Epoch 58 Batch 904/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.938, Loss: 0.143 Epoch 58 Batch 905/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.933, Loss: 0.159 Epoch 58 Batch 906/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.933, Loss: 0.150 Epoch 58 Batch 907/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.168 Epoch 58 Batch 908/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.934, Loss: 0.165 Epoch 58 Batch 909/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.943, Loss: 0.164 Epoch 58 Batch 910/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.943, Loss: 0.152 Epoch 58 Batch 911/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.950, Loss: 0.147 Epoch 58 Batch 912/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.944, Loss: 0.165 Epoch 58 Batch 913/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.943, Loss: 0.192 Epoch 58 Batch 914/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.941, Loss: 0.223 Epoch 58 Batch 915/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.936, Loss: 0.146 Epoch 58 Batch 916/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.936, Loss: 0.168 Epoch 58 Batch 917/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.934, Loss: 0.161 Epoch 58 Batch 918/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.156 Epoch 58 Batch 919/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.134 Epoch 58 Batch 920/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.934, Loss: 0.157 Epoch 58 Batch 921/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.937, Loss: 0.175 Epoch 58 Batch 922/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.937, Loss: 0.161 Epoch 58 Batch 923/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.938, Loss: 0.144 Epoch 58 Batch 924/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.937, Loss: 0.190 Epoch 58 Batch 925/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.937, Loss: 0.139 Epoch 58 Batch 926/1077 - Train Accuracy: 0.884, Validation Accuracy: 0.942, Loss: 0.163 Epoch 58 Batch 927/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.942, Loss: 0.183 Epoch 58 Batch 928/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.942, Loss: 0.164 Epoch 58 Batch 929/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.942, Loss: 0.168 Epoch 58 Batch 930/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.942, Loss: 0.138 Epoch 58 Batch 931/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.942, Loss: 0.174 Epoch 58 Batch 932/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.163 Epoch 58 Batch 933/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.938, Loss: 0.176 Epoch 58 Batch 934/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.938, Loss: 0.179 Epoch 58 Batch 935/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.939, Loss: 0.155 Epoch 58 Batch 936/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.939, Loss: 0.191 Epoch 58 Batch 937/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.939, Loss: 0.198 Epoch 58 Batch 938/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.939, Loss: 0.185 Epoch 58 Batch 939/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.939, Loss: 0.199 Epoch 58 Batch 940/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.939, Loss: 0.156 Epoch 58 Batch 941/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.148 Epoch 58 Batch 942/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.939, Loss: 0.169 Epoch 58 Batch 943/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.140 Epoch 58 Batch 944/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.934, Loss: 0.155 Epoch 58 Batch 945/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.934, Loss: 0.180 Epoch 58 Batch 946/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.930, Loss: 0.147 Epoch 58 Batch 947/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.930, Loss: 0.180 Epoch 58 Batch 948/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.145 Epoch 58 Batch 949/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.929, Loss: 0.141 Epoch 58 Batch 950/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.929, Loss: 0.177 Epoch 58 Batch 951/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.158 Epoch 58 Batch 952/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.142 Epoch 58 Batch 953/1077 - Train Accuracy: 0.970, Validation Accuracy: 0.928, Loss: 0.133 Epoch 58 Batch 954/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.928, Loss: 0.181 Epoch 58 Batch 955/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.928, Loss: 0.167 Epoch 58 Batch 956/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.177 Epoch 58 Batch 957/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.931, Loss: 0.164 Epoch 58 Batch 958/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.167 Epoch 58 Batch 959/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.940, Loss: 0.177 Epoch 58 Batch 960/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.940, Loss: 0.169 Epoch 58 Batch 961/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.940, Loss: 0.178 Epoch 58 Batch 962/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.170 Epoch 58 Batch 963/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.941, Loss: 0.187 Epoch 58 Batch 964/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.150 Epoch 58 Batch 965/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.940, Loss: 0.179 Epoch 58 Batch 966/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.939, Loss: 0.147 Epoch 58 Batch 967/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.938, Loss: 0.148 Epoch 58 Batch 968/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.938, Loss: 0.204 Epoch 58 Batch 969/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.938, Loss: 0.199 Epoch 58 Batch 970/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.939, Loss: 0.180 Epoch 58 Batch 971/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.939, Loss: 0.159 Epoch 58 Batch 972/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.933, Loss: 0.167 Epoch 58 Batch 973/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.142 Epoch 58 Batch 974/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.153 Epoch 58 Batch 975/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.929, Loss: 0.166 Epoch 58 Batch 976/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.136 Epoch 58 Batch 977/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.934, Loss: 0.129 Epoch 58 Batch 978/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.172 Epoch 58 Batch 979/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.935, Loss: 0.181 Epoch 58 Batch 980/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.935, Loss: 0.164 Epoch 58 Batch 981/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.936, Loss: 0.170 Epoch 58 Batch 982/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.928, Loss: 0.158 Epoch 58 Batch 983/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.179 Epoch 58 Batch 984/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.928, Loss: 0.180 Epoch 58 Batch 985/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.157 Epoch 58 Batch 986/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.928, Loss: 0.170 Epoch 58 Batch 987/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.933, Loss: 0.148 Epoch 58 Batch 988/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.180 Epoch 58 Batch 989/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.163 Epoch 58 Batch 990/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.935, Loss: 0.164 Epoch 58 Batch 991/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.935, Loss: 0.157 Epoch 58 Batch 992/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.935, Loss: 0.168 Epoch 58 Batch 993/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.940, Loss: 0.148 Epoch 58 Batch 994/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.158 Epoch 58 Batch 995/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.942, Loss: 0.162 Epoch 58 Batch 996/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.942, Loss: 0.174 Epoch 58 Batch 997/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.943, Loss: 0.160 Epoch 58 Batch 998/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.943, Loss: 0.166 Epoch 58 Batch 999/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.943, Loss: 0.173 Epoch 58 Batch 1000/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.942, Loss: 0.163 Epoch 58 Batch 1001/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.931, Loss: 0.144 Epoch 58 Batch 1002/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.926, Loss: 0.146 Epoch 58 Batch 1003/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.166 Epoch 58 Batch 1004/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.190 Epoch 58 Batch 1005/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.176 Epoch 58 Batch 1006/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.924, Loss: 0.147 Epoch 58 Batch 1007/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.164 Epoch 58 Batch 1008/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.199 Epoch 58 Batch 1009/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.934, Loss: 0.143 Epoch 58 Batch 1010/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.934, Loss: 0.153 Epoch 58 Batch 1011/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.158 Epoch 58 Batch 1012/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.139 Epoch 58 Batch 1013/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.147 Epoch 58 Batch 1014/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.928, Loss: 0.165 Epoch 58 Batch 1015/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.929, Loss: 0.180 Epoch 58 Batch 1016/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.929, Loss: 0.164 Epoch 58 Batch 1017/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.142 Epoch 58 Batch 1018/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.929, Loss: 0.157 Epoch 58 Batch 1019/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.198 Epoch 58 Batch 1020/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.924, Loss: 0.141 Epoch 58 Batch 1021/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.160 Epoch 58 Batch 1022/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.929, Loss: 0.155 Epoch 58 Batch 1023/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.153 Epoch 58 Batch 1024/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.934, Loss: 0.187 Epoch 58 Batch 1025/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.934, Loss: 0.162 Epoch 58 Batch 1026/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.939, Loss: 0.166 Epoch 58 Batch 1027/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.183 Epoch 58 Batch 1028/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.940, Loss: 0.154 Epoch 58 Batch 1029/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.939, Loss: 0.161 Epoch 58 Batch 1030/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.939, Loss: 0.185 Epoch 58 Batch 1031/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.939, Loss: 0.191 Epoch 58 Batch 1032/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.939, Loss: 0.203 Epoch 58 Batch 1033/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.944, Loss: 0.159 Epoch 58 Batch 1034/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.945, Loss: 0.162 Epoch 58 Batch 1035/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.941, Loss: 0.149 Epoch 58 Batch 1036/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.936, Loss: 0.182 Epoch 58 Batch 1037/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.940, Loss: 0.185 Epoch 58 Batch 1038/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.174 Epoch 58 Batch 1039/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.932, Loss: 0.151 Epoch 58 Batch 1040/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.932, Loss: 0.163 Epoch 58 Batch 1041/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.932, Loss: 0.175 Epoch 58 Batch 1042/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.932, Loss: 0.148 Epoch 58 Batch 1043/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.189 Epoch 58 Batch 1044/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.930, Loss: 0.168 Epoch 58 Batch 1045/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.174 Epoch 58 Batch 1046/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.930, Loss: 0.135 Epoch 58 Batch 1047/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.167 Epoch 58 Batch 1048/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.154 Epoch 58 Batch 1049/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.930, Loss: 0.194 Epoch 58 Batch 1050/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.150 Epoch 58 Batch 1051/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.170 Epoch 58 Batch 1052/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.938, Loss: 0.157 Epoch 58 Batch 1053/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.938, Loss: 0.165 Epoch 58 Batch 1054/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.938, Loss: 0.139 Epoch 58 Batch 1055/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.938, Loss: 0.143 Epoch 58 Batch 1056/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.938, Loss: 0.154 Epoch 58 Batch 1057/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.938, Loss: 0.183 Epoch 58 Batch 1058/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.942, Loss: 0.173 Epoch 58 Batch 1059/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.942, Loss: 0.187 Epoch 58 Batch 1060/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.149 Epoch 58 Batch 1061/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.935, Loss: 0.173 Epoch 58 Batch 1062/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.935, Loss: 0.151 Epoch 58 Batch 1063/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.940, Loss: 0.172 Epoch 58 Batch 1064/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.157 Epoch 58 Batch 1065/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.153 Epoch 58 Batch 1066/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.930, Loss: 0.154 Epoch 58 Batch 1067/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.932, Loss: 0.177 Epoch 58 Batch 1068/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.937, Loss: 0.144 Epoch 58 Batch 1069/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.936, Loss: 0.134 Epoch 58 Batch 1070/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.937, Loss: 0.163 Epoch 58 Batch 1071/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.937, Loss: 0.156 Epoch 58 Batch 1072/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.943, Loss: 0.175 Epoch 58 Batch 1073/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.943, Loss: 0.173 Epoch 58 Batch 1074/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.943, Loss: 0.185 Epoch 58 Batch 1075/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.935, Loss: 0.180 Epoch 59 Batch 0/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.935, Loss: 0.125 Epoch 59 Batch 1/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.935, Loss: 0.153 Epoch 59 Batch 2/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.936, Loss: 0.170 Epoch 59 Batch 3/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.936, Loss: 0.159 Epoch 59 Batch 4/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.941, Loss: 0.161 Epoch 59 Batch 5/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.209 Epoch 59 Batch 6/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.941, Loss: 0.161 Epoch 59 Batch 7/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.941, Loss: 0.132 Epoch 59 Batch 8/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.941, Loss: 0.156 Epoch 59 Batch 9/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.167 Epoch 59 Batch 10/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.940, Loss: 0.166 Epoch 59 Batch 11/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.942, Loss: 0.175 Epoch 59 Batch 12/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.942, Loss: 0.182 Epoch 59 Batch 13/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.943, Loss: 0.174 Epoch 59 Batch 14/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.141 Epoch 59 Batch 15/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.151 Epoch 59 Batch 16/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.937, Loss: 0.172 Epoch 59 Batch 17/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.932, Loss: 0.172 Epoch 59 Batch 18/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.933, Loss: 0.171 Epoch 59 Batch 19/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.930, Loss: 0.156 Epoch 59 Batch 20/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.931, Loss: 0.148 Epoch 59 Batch 21/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.931, Loss: 0.153 Epoch 59 Batch 22/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.151 Epoch 59 Batch 23/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.160 Epoch 59 Batch 24/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.925, Loss: 0.142 Epoch 59 Batch 25/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.925, Loss: 0.136 Epoch 59 Batch 26/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.162 Epoch 59 Batch 27/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.146 Epoch 59 Batch 28/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.154 Epoch 59 Batch 29/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.927, Loss: 0.142 Epoch 59 Batch 30/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.160 Epoch 59 Batch 31/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.165 Epoch 59 Batch 32/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.149 Epoch 59 Batch 33/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.126 Epoch 59 Batch 34/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.931, Loss: 0.173 Epoch 59 Batch 35/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.931, Loss: 0.158 Epoch 59 Batch 36/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.159 Epoch 59 Batch 37/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.931, Loss: 0.155 Epoch 59 Batch 38/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.936, Loss: 0.161 Epoch 59 Batch 39/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.936, Loss: 0.188 Epoch 59 Batch 40/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.941, Loss: 0.154 Epoch 59 Batch 41/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.939, Loss: 0.159 Epoch 59 Batch 42/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.938, Loss: 0.185 Epoch 59 Batch 43/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.940, Loss: 0.137 Epoch 59 Batch 44/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.937, Loss: 0.154 Epoch 59 Batch 45/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.939, Loss: 0.173 Epoch 59 Batch 46/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.942, Loss: 0.163 Epoch 59 Batch 47/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.942, Loss: 0.155 Epoch 59 Batch 48/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.943, Loss: 0.187 Epoch 59 Batch 49/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.943, Loss: 0.162 Epoch 59 Batch 50/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.144 Epoch 59 Batch 51/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.939, Loss: 0.140 Epoch 59 Batch 52/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.944, Loss: 0.176 Epoch 59 Batch 53/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.944, Loss: 0.165 Epoch 59 Batch 54/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.938, Loss: 0.210 Epoch 59 Batch 55/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.163 Epoch 59 Batch 56/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.936, Loss: 0.144 Epoch 59 Batch 57/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.935, Loss: 0.137 Epoch 59 Batch 58/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.935, Loss: 0.147 Epoch 59 Batch 59/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.936, Loss: 0.172 Epoch 59 Batch 60/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.936, Loss: 0.148 Epoch 59 Batch 61/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.935, Loss: 0.166 Epoch 59 Batch 62/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.935, Loss: 0.164 Epoch 59 Batch 63/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.937, Loss: 0.150 Epoch 59 Batch 64/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.152 Epoch 59 Batch 65/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.941, Loss: 0.154 Epoch 59 Batch 66/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.941, Loss: 0.150 Epoch 59 Batch 67/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.941, Loss: 0.158 Epoch 59 Batch 68/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.941, Loss: 0.194 Epoch 59 Batch 69/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.938, Loss: 0.187 Epoch 59 Batch 70/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.934, Loss: 0.185 Epoch 59 Batch 71/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.156 Epoch 59 Batch 72/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.169 Epoch 59 Batch 73/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.184 Epoch 59 Batch 74/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.933, Loss: 0.126 Epoch 59 Batch 75/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.933, Loss: 0.180 Epoch 59 Batch 76/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.929, Loss: 0.160 Epoch 59 Batch 77/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.927, Loss: 0.145 Epoch 59 Batch 78/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.928, Loss: 0.162 Epoch 59 Batch 79/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.933, Loss: 0.166 Epoch 59 Batch 80/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.933, Loss: 0.148 Epoch 59 Batch 81/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.932, Loss: 0.148 Epoch 59 Batch 82/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.933, Loss: 0.138 Epoch 59 Batch 83/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.932, Loss: 0.170 Epoch 59 Batch 84/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.182 Epoch 59 Batch 85/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.933, Loss: 0.153 Epoch 59 Batch 86/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.932, Loss: 0.174 Epoch 59 Batch 87/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.932, Loss: 0.177 Epoch 59 Batch 88/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.933, Loss: 0.170 Epoch 59 Batch 89/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.158 Epoch 59 Batch 90/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.938, Loss: 0.173 Epoch 59 Batch 91/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.935, Loss: 0.151 Epoch 59 Batch 92/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.940, Loss: 0.167 Epoch 59 Batch 93/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.940, Loss: 0.183 Epoch 59 Batch 94/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.147 Epoch 59 Batch 95/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.940, Loss: 0.166 Epoch 59 Batch 96/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.940, Loss: 0.160 Epoch 59 Batch 97/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.940, Loss: 0.169 Epoch 59 Batch 98/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.158 Epoch 59 Batch 99/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.939, Loss: 0.167 Epoch 59 Batch 100/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.939, Loss: 0.161 Epoch 59 Batch 101/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.939, Loss: 0.152 Epoch 59 Batch 102/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.174 Epoch 59 Batch 103/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.939, Loss: 0.197 Epoch 59 Batch 104/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.939, Loss: 0.173 Epoch 59 Batch 105/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.177 Epoch 59 Batch 106/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.943, Loss: 0.199 Epoch 59 Batch 107/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.943, Loss: 0.184 Epoch 59 Batch 108/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.938, Loss: 0.148 Epoch 59 Batch 109/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.938, Loss: 0.164 Epoch 59 Batch 110/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.933, Loss: 0.125 Epoch 59 Batch 111/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.161 Epoch 59 Batch 112/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.147 Epoch 59 Batch 113/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.936, Loss: 0.205 Epoch 59 Batch 114/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.137 Epoch 59 Batch 115/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.939, Loss: 0.188 Epoch 59 Batch 116/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.940, Loss: 0.167 Epoch 59 Batch 117/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.943, Loss: 0.152 Epoch 59 Batch 118/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.942, Loss: 0.174 Epoch 59 Batch 119/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.942, Loss: 0.159 Epoch 59 Batch 120/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.941, Loss: 0.177 Epoch 59 Batch 121/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.936, Loss: 0.158 Epoch 59 Batch 122/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.933, Loss: 0.146 Epoch 59 Batch 123/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.938, Loss: 0.140 Epoch 59 Batch 124/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.941, Loss: 0.166 Epoch 59 Batch 125/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.169 Epoch 59 Batch 126/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.941, Loss: 0.126 Epoch 59 Batch 127/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.942, Loss: 0.154 Epoch 59 Batch 128/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.941, Loss: 0.152 Epoch 59 Batch 129/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.941, Loss: 0.168 Epoch 59 Batch 130/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.941, Loss: 0.147 Epoch 59 Batch 131/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.942, Loss: 0.173 Epoch 59 Batch 132/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.942, Loss: 0.170 Epoch 59 Batch 133/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.939, Loss: 0.149 Epoch 59 Batch 134/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.153 Epoch 59 Batch 135/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.929, Loss: 0.172 Epoch 59 Batch 136/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.152 Epoch 59 Batch 137/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.134 Epoch 59 Batch 138/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.154 Epoch 59 Batch 139/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.165 Epoch 59 Batch 140/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.158 Epoch 59 Batch 141/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.149 Epoch 59 Batch 142/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.160 Epoch 59 Batch 143/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.934, Loss: 0.161 Epoch 59 Batch 144/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.937, Loss: 0.180 Epoch 59 Batch 145/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.195 Epoch 59 Batch 146/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.941, Loss: 0.203 Epoch 59 Batch 147/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.943, Loss: 0.181 Epoch 59 Batch 148/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.948, Loss: 0.153 Epoch 59 Batch 149/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.948, Loss: 0.165 Epoch 59 Batch 150/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.948, Loss: 0.141 Epoch 59 Batch 151/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.948, Loss: 0.129 Epoch 59 Batch 152/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.948, Loss: 0.180 Epoch 59 Batch 153/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.947, Loss: 0.174 Epoch 59 Batch 154/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.947, Loss: 0.162 Epoch 59 Batch 155/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.947, Loss: 0.156 Epoch 59 Batch 156/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.947, Loss: 0.161 Epoch 59 Batch 157/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.941, Loss: 0.187 Epoch 59 Batch 158/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.945, Loss: 0.166 Epoch 59 Batch 159/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.944, Loss: 0.135 Epoch 59 Batch 160/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.939, Loss: 0.159 Epoch 59 Batch 161/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.939, Loss: 0.155 Epoch 59 Batch 162/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.939, Loss: 0.212 Epoch 59 Batch 163/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.939, Loss: 0.187 Epoch 59 Batch 164/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.180 Epoch 59 Batch 165/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.934, Loss: 0.162 Epoch 59 Batch 166/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.171 Epoch 59 Batch 167/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.160 Epoch 59 Batch 168/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.190 Epoch 59 Batch 169/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.177 Epoch 59 Batch 170/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.160 Epoch 59 Batch 171/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.137 Epoch 59 Batch 172/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.938, Loss: 0.155 Epoch 59 Batch 173/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.174 Epoch 59 Batch 174/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.155 Epoch 59 Batch 175/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.159 Epoch 59 Batch 176/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.931, Loss: 0.170 Epoch 59 Batch 177/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.930, Loss: 0.173 Epoch 59 Batch 178/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.168 Epoch 59 Batch 179/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.164 Epoch 59 Batch 180/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.931, Loss: 0.162 Epoch 59 Batch 181/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.931, Loss: 0.177 Epoch 59 Batch 182/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.930, Loss: 0.175 Epoch 59 Batch 183/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.934, Loss: 0.163 Epoch 59 Batch 184/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.935, Loss: 0.138 Epoch 59 Batch 185/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.168 Epoch 59 Batch 186/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.939, Loss: 0.172 Epoch 59 Batch 187/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.940, Loss: 0.145 Epoch 59 Batch 188/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.940, Loss: 0.151 Epoch 59 Batch 189/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.940, Loss: 0.159 Epoch 59 Batch 190/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.940, Loss: 0.151 Epoch 59 Batch 191/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.940, Loss: 0.129 Epoch 59 Batch 192/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.940, Loss: 0.163 Epoch 59 Batch 193/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.175 Epoch 59 Batch 194/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.940, Loss: 0.138 Epoch 59 Batch 195/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.940, Loss: 0.147 Epoch 59 Batch 196/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.157 Epoch 59 Batch 197/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.949, Loss: 0.156 Epoch 59 Batch 198/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.164 Epoch 59 Batch 199/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.946, Loss: 0.143 Epoch 59 Batch 200/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.946, Loss: 0.177 Epoch 59 Batch 201/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.945, Loss: 0.148 Epoch 59 Batch 202/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.941, Loss: 0.165 Epoch 59 Batch 203/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.936, Loss: 0.176 Epoch 59 Batch 204/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.941, Loss: 0.218 Epoch 59 Batch 205/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.941, Loss: 0.168 Epoch 59 Batch 206/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.941, Loss: 0.166 Epoch 59 Batch 207/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.936, Loss: 0.176 Epoch 59 Batch 208/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.941, Loss: 0.225 Epoch 59 Batch 209/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.939, Loss: 0.126 Epoch 59 Batch 210/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.939, Loss: 0.184 Epoch 59 Batch 211/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.929, Loss: 0.163 Epoch 59 Batch 212/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.935, Loss: 0.166 Epoch 59 Batch 213/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.929, Loss: 0.134 Epoch 59 Batch 214/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.934, Loss: 0.157 Epoch 59 Batch 215/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.925, Loss: 0.180 Epoch 59 Batch 216/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.925, Loss: 0.179 Epoch 59 Batch 217/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.144 Epoch 59 Batch 218/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.922, Loss: 0.192 Epoch 59 Batch 219/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.922, Loss: 0.135 Epoch 59 Batch 220/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.922, Loss: 0.172 Epoch 59 Batch 221/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.163 Epoch 59 Batch 222/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.157 Epoch 59 Batch 223/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.919, Loss: 0.150 Epoch 59 Batch 224/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.160 Epoch 59 Batch 225/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.182 Epoch 59 Batch 226/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.925, Loss: 0.161 Epoch 59 Batch 227/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.924, Loss: 0.193 Epoch 59 Batch 228/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.164 Epoch 59 Batch 229/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.930, Loss: 0.173 Epoch 59 Batch 230/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.152 Epoch 59 Batch 231/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.930, Loss: 0.197 Epoch 59 Batch 232/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.930, Loss: 0.166 Epoch 59 Batch 233/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.928, Loss: 0.194 Epoch 59 Batch 234/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.932, Loss: 0.195 Epoch 59 Batch 235/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.942, Loss: 0.164 Epoch 59 Batch 236/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.946, Loss: 0.184 Epoch 59 Batch 237/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.951, Loss: 0.151 Epoch 59 Batch 238/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.951, Loss: 0.162 Epoch 59 Batch 239/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.951, Loss: 0.132 Epoch 59 Batch 240/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.148 Epoch 59 Batch 241/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.951, Loss: 0.129 Epoch 59 Batch 242/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.951, Loss: 0.160 Epoch 59 Batch 243/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.947, Loss: 0.167 Epoch 59 Batch 244/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.947, Loss: 0.182 Epoch 59 Batch 245/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.947, Loss: 0.163 Epoch 59 Batch 246/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.942, Loss: 0.152 Epoch 59 Batch 247/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.943, Loss: 0.158 Epoch 59 Batch 248/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.944, Loss: 0.170 Epoch 59 Batch 249/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.935, Loss: 0.165 Epoch 59 Batch 250/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.935, Loss: 0.161 Epoch 59 Batch 251/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.179 Epoch 59 Batch 252/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.930, Loss: 0.154 Epoch 59 Batch 253/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.931, Loss: 0.161 Epoch 59 Batch 254/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.935, Loss: 0.164 Epoch 59 Batch 255/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.942, Loss: 0.161 Epoch 59 Batch 256/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.938, Loss: 0.191 Epoch 59 Batch 257/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.938, Loss: 0.164 Epoch 59 Batch 258/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.943, Loss: 0.161 Epoch 59 Batch 259/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.939, Loss: 0.160 Epoch 59 Batch 260/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.939, Loss: 0.146 Epoch 59 Batch 261/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.939, Loss: 0.156 Epoch 59 Batch 262/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.939, Loss: 0.137 Epoch 59 Batch 263/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.939, Loss: 0.151 Epoch 59 Batch 264/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.939, Loss: 0.164 Epoch 59 Batch 265/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.937, Loss: 0.154 Epoch 59 Batch 266/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.949, Loss: 0.156 Epoch 59 Batch 267/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.948, Loss: 0.144 Epoch 59 Batch 268/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.946, Loss: 0.169 Epoch 59 Batch 269/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.941, Loss: 0.177 Epoch 59 Batch 270/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.941, Loss: 0.179 Epoch 59 Batch 271/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.941, Loss: 0.151 Epoch 59 Batch 272/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.941, Loss: 0.208 Epoch 59 Batch 273/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.939, Loss: 0.135 Epoch 59 Batch 274/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.168 Epoch 59 Batch 275/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.938, Loss: 0.174 Epoch 59 Batch 276/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.928, Loss: 0.189 Epoch 59 Batch 277/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.924, Loss: 0.136 Epoch 59 Batch 278/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.929, Loss: 0.184 Epoch 59 Batch 279/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.929, Loss: 0.188 Epoch 59 Batch 280/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.928, Loss: 0.167 Epoch 59 Batch 281/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.164 Epoch 59 Batch 282/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.926, Loss: 0.198 Epoch 59 Batch 283/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.930, Loss: 0.178 Epoch 59 Batch 284/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.934, Loss: 0.176 Epoch 59 Batch 285/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.167 Epoch 59 Batch 286/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.147 Epoch 59 Batch 287/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.934, Loss: 0.153 Epoch 59 Batch 288/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.929, Loss: 0.186 Epoch 59 Batch 289/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.168 Epoch 59 Batch 290/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.198 Epoch 59 Batch 291/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.170 Epoch 59 Batch 292/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.931, Loss: 0.167 Epoch 59 Batch 293/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.931, Loss: 0.185 Epoch 59 Batch 294/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.149 Epoch 59 Batch 295/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.934, Loss: 0.176 Epoch 59 Batch 296/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.147 Epoch 59 Batch 297/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.936, Loss: 0.195 Epoch 59 Batch 298/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.198 Epoch 59 Batch 299/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.940, Loss: 0.162 Epoch 59 Batch 300/1077 - Train Accuracy: 0.968, Validation Accuracy: 0.941, Loss: 0.152 Epoch 59 Batch 301/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.941, Loss: 0.146 Epoch 59 Batch 302/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.942, Loss: 0.156 Epoch 59 Batch 303/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.941, Loss: 0.181 Epoch 59 Batch 304/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.941, Loss: 0.149 Epoch 59 Batch 305/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.941, Loss: 0.167 Epoch 59 Batch 306/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.940, Loss: 0.175 Epoch 59 Batch 307/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.940, Loss: 0.158 Epoch 59 Batch 308/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.940, Loss: 0.174 Epoch 59 Batch 309/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.943, Loss: 0.144 Epoch 59 Batch 310/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.943, Loss: 0.154 Epoch 59 Batch 311/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.938, Loss: 0.145 Epoch 59 Batch 312/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.938, Loss: 0.175 Epoch 59 Batch 313/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.938, Loss: 0.145 Epoch 59 Batch 314/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.938, Loss: 0.163 Epoch 59 Batch 315/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.938, Loss: 0.146 Epoch 59 Batch 316/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.938, Loss: 0.145 Epoch 59 Batch 317/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.938, Loss: 0.187 Epoch 59 Batch 318/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.153 Epoch 59 Batch 319/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.935, Loss: 0.173 Epoch 59 Batch 320/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.935, Loss: 0.161 Epoch 59 Batch 321/1077 - Train Accuracy: 0.895, Validation Accuracy: 0.930, Loss: 0.162 Epoch 59 Batch 322/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.148 Epoch 59 Batch 323/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.927, Loss: 0.179 Epoch 59 Batch 324/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.927, Loss: 0.149 Epoch 59 Batch 325/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.163 Epoch 59 Batch 326/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.142 Epoch 59 Batch 327/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.168 Epoch 59 Batch 328/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.194 Epoch 59 Batch 329/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.194 Epoch 59 Batch 330/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.928, Loss: 0.168 Epoch 59 Batch 331/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.933, Loss: 0.158 Epoch 59 Batch 332/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.933, Loss: 0.133 Epoch 59 Batch 333/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.933, Loss: 0.144 Epoch 59 Batch 334/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.933, Loss: 0.154 Epoch 59 Batch 335/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.933, Loss: 0.167 Epoch 59 Batch 336/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.933, Loss: 0.208 Epoch 59 Batch 337/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.933, Loss: 0.183 Epoch 59 Batch 338/1077 - Train Accuracy: 0.888, Validation Accuracy: 0.938, Loss: 0.206 Epoch 59 Batch 339/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.939, Loss: 0.143 Epoch 59 Batch 340/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.937, Loss: 0.163 Epoch 59 Batch 341/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.937, Loss: 0.197 Epoch 59 Batch 342/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.939, Loss: 0.151 Epoch 59 Batch 343/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.166 Epoch 59 Batch 344/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.941, Loss: 0.160 Epoch 59 Batch 345/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.941, Loss: 0.161 Epoch 59 Batch 346/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.938, Loss: 0.175 Epoch 59 Batch 347/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.933, Loss: 0.140 Epoch 59 Batch 348/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.153 Epoch 59 Batch 349/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.939, Loss: 0.142 Epoch 59 Batch 350/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.939, Loss: 0.159 Epoch 59 Batch 351/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.939, Loss: 0.179 Epoch 59 Batch 352/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.939, Loss: 0.150 Epoch 59 Batch 353/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.939, Loss: 0.169 Epoch 59 Batch 354/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.942, Loss: 0.185 Epoch 59 Batch 355/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.938, Loss: 0.194 Epoch 59 Batch 356/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.160 Epoch 59 Batch 357/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.931, Loss: 0.144 Epoch 59 Batch 358/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.929, Loss: 0.185 Epoch 59 Batch 359/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.172 Epoch 59 Batch 360/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.156 Epoch 59 Batch 361/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.174 Epoch 59 Batch 362/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.930, Loss: 0.170 Epoch 59 Batch 363/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.931, Loss: 0.177 Epoch 59 Batch 364/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.931, Loss: 0.208 Epoch 59 Batch 365/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.931, Loss: 0.142 Epoch 59 Batch 366/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.152 Epoch 59 Batch 367/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.138 Epoch 59 Batch 368/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.926, Loss: 0.163 Epoch 59 Batch 369/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.153 Epoch 59 Batch 370/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.175 Epoch 59 Batch 371/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.151 Epoch 59 Batch 372/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.928, Loss: 0.142 Epoch 59 Batch 373/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.929, Loss: 0.137 Epoch 59 Batch 374/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.929, Loss: 0.189 Epoch 59 Batch 375/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.928, Loss: 0.159 Epoch 59 Batch 376/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.164 Epoch 59 Batch 377/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.156 Epoch 59 Batch 378/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.142 Epoch 59 Batch 379/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.924, Loss: 0.201 Epoch 59 Batch 380/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.168 Epoch 59 Batch 381/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.930, Loss: 0.167 Epoch 59 Batch 382/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.930, Loss: 0.212 Epoch 59 Batch 383/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.146 Epoch 59 Batch 384/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.935, Loss: 0.166 Epoch 59 Batch 385/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.935, Loss: 0.172 Epoch 59 Batch 386/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.932, Loss: 0.173 Epoch 59 Batch 387/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.932, Loss: 0.148 Epoch 59 Batch 388/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.932, Loss: 0.169 Epoch 59 Batch 389/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.931, Loss: 0.156 Epoch 59 Batch 390/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.934, Loss: 0.178 Epoch 59 Batch 391/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.939, Loss: 0.151 Epoch 59 Batch 392/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.935, Loss: 0.169 Epoch 59 Batch 393/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.934, Loss: 0.138 Epoch 59 Batch 394/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.932, Loss: 0.152 Epoch 59 Batch 395/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.932, Loss: 0.159 Epoch 59 Batch 396/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.183 Epoch 59 Batch 397/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.934, Loss: 0.170 Epoch 59 Batch 398/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.935, Loss: 0.161 Epoch 59 Batch 399/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.934, Loss: 0.173 Epoch 59 Batch 400/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.934, Loss: 0.195 Epoch 59 Batch 401/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.148 Epoch 59 Batch 402/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.933, Loss: 0.144 Epoch 59 Batch 403/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.933, Loss: 0.187 Epoch 59 Batch 404/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.146 Epoch 59 Batch 405/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.929, Loss: 0.184 Epoch 59 Batch 406/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.929, Loss: 0.144 Epoch 59 Batch 407/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.931, Loss: 0.188 Epoch 59 Batch 408/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.935, Loss: 0.173 Epoch 59 Batch 409/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.935, Loss: 0.193 Epoch 59 Batch 410/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.940, Loss: 0.177 Epoch 59 Batch 411/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.166 Epoch 59 Batch 412/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.938, Loss: 0.136 Epoch 59 Batch 413/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.939, Loss: 0.136 Epoch 59 Batch 414/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.939, Loss: 0.174 Epoch 59 Batch 415/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.934, Loss: 0.144 Epoch 59 Batch 416/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.154 Epoch 59 Batch 417/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.209 Epoch 59 Batch 418/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.920, Loss: 0.153 Epoch 59 Batch 419/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.145 Epoch 59 Batch 420/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.155 Epoch 59 Batch 421/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.190 Epoch 59 Batch 422/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.154 Epoch 59 Batch 423/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.166 Epoch 59 Batch 424/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.926, Loss: 0.151 Epoch 59 Batch 425/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.927, Loss: 0.147 Epoch 59 Batch 426/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.207 Epoch 59 Batch 427/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.160 Epoch 59 Batch 428/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.928, Loss: 0.156 Epoch 59 Batch 429/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.137 Epoch 59 Batch 430/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.142 Epoch 59 Batch 431/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.930, Loss: 0.147 Epoch 59 Batch 432/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.935, Loss: 0.165 Epoch 59 Batch 433/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.933, Loss: 0.160 Epoch 59 Batch 434/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.932, Loss: 0.164 Epoch 59 Batch 435/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.934, Loss: 0.168 Epoch 59 Batch 436/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.155 Epoch 59 Batch 437/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.128 Epoch 59 Batch 438/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.154 Epoch 59 Batch 439/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.926, Loss: 0.197 Epoch 59 Batch 440/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.925, Loss: 0.194 Epoch 59 Batch 441/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.154 Epoch 59 Batch 442/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.168 Epoch 59 Batch 443/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.921, Loss: 0.158 Epoch 59 Batch 444/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.153 Epoch 59 Batch 445/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.927, Loss: 0.162 Epoch 59 Batch 446/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.143 Epoch 59 Batch 447/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.927, Loss: 0.152 Epoch 59 Batch 448/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.925, Loss: 0.191 Epoch 59 Batch 449/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.182 Epoch 59 Batch 450/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.925, Loss: 0.159 Epoch 59 Batch 451/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.159 Epoch 59 Batch 452/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.924, Loss: 0.195 Epoch 59 Batch 453/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.148 Epoch 59 Batch 454/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.220 Epoch 59 Batch 455/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.931, Loss: 0.160 Epoch 59 Batch 456/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.156 Epoch 59 Batch 457/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.934, Loss: 0.150 Epoch 59 Batch 458/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.939, Loss: 0.177 Epoch 59 Batch 459/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.941, Loss: 0.161 Epoch 59 Batch 460/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.941, Loss: 0.171 Epoch 59 Batch 461/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.941, Loss: 0.147 Epoch 59 Batch 462/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.146 Epoch 59 Batch 463/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.936, Loss: 0.181 Epoch 59 Batch 464/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.938, Loss: 0.162 Epoch 59 Batch 465/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.939, Loss: 0.158 Epoch 59 Batch 466/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.939, Loss: 0.148 Epoch 59 Batch 467/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.938, Loss: 0.150 Epoch 59 Batch 468/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.179 Epoch 59 Batch 469/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.938, Loss: 0.165 Epoch 59 Batch 470/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.163 Epoch 59 Batch 471/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.933, Loss: 0.137 Epoch 59 Batch 472/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.932, Loss: 0.144 Epoch 59 Batch 473/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.932, Loss: 0.167 Epoch 59 Batch 474/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.930, Loss: 0.167 Epoch 59 Batch 475/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.157 Epoch 59 Batch 476/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.159 Epoch 59 Batch 477/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.162 Epoch 59 Batch 478/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.927, Loss: 0.167 Epoch 59 Batch 479/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.928, Loss: 0.188 Epoch 59 Batch 480/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.927, Loss: 0.168 Epoch 59 Batch 481/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.168 Epoch 59 Batch 482/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.175 Epoch 59 Batch 483/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.929, Loss: 0.185 Epoch 59 Batch 484/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.931, Loss: 0.154 Epoch 59 Batch 485/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.932, Loss: 0.154 Epoch 59 Batch 486/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.932, Loss: 0.156 Epoch 59 Batch 487/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.923, Loss: 0.173 Epoch 59 Batch 488/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.923, Loss: 0.179 Epoch 59 Batch 489/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.149 Epoch 59 Batch 490/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.169 Epoch 59 Batch 491/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.926, Loss: 0.179 Epoch 59 Batch 492/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.921, Loss: 0.191 Epoch 59 Batch 493/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.151 Epoch 59 Batch 494/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.148 Epoch 59 Batch 495/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.926, Loss: 0.158 Epoch 59 Batch 496/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.176 Epoch 59 Batch 497/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.930, Loss: 0.201 Epoch 59 Batch 498/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.170 Epoch 59 Batch 499/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.927, Loss: 0.142 Epoch 59 Batch 500/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.928, Loss: 0.151 Epoch 59 Batch 501/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.168 Epoch 59 Batch 502/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.937, Loss: 0.155 Epoch 59 Batch 503/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.932, Loss: 0.167 Epoch 59 Batch 504/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.937, Loss: 0.184 Epoch 59 Batch 505/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.932, Loss: 0.144 Epoch 59 Batch 506/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.167 Epoch 59 Batch 507/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.932, Loss: 0.150 Epoch 59 Batch 508/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.149 Epoch 59 Batch 509/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.934, Loss: 0.187 Epoch 59 Batch 510/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.170 Epoch 59 Batch 511/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.933, Loss: 0.162 Epoch 59 Batch 512/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.934, Loss: 0.151 Epoch 59 Batch 513/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.169 Epoch 59 Batch 514/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.934, Loss: 0.152 Epoch 59 Batch 515/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.933, Loss: 0.144 Epoch 59 Batch 516/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.930, Loss: 0.161 Epoch 59 Batch 517/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.930, Loss: 0.154 Epoch 59 Batch 518/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.154 Epoch 59 Batch 519/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.932, Loss: 0.162 Epoch 59 Batch 520/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.930, Loss: 0.152 Epoch 59 Batch 521/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.931, Loss: 0.162 Epoch 59 Batch 522/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.931, Loss: 0.187 Epoch 59 Batch 523/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.163 Epoch 59 Batch 524/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.151 Epoch 59 Batch 525/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.158 Epoch 59 Batch 526/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.922, Loss: 0.146 Epoch 59 Batch 527/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.921, Loss: 0.162 Epoch 59 Batch 528/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.147 Epoch 59 Batch 529/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.165 Epoch 59 Batch 530/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.930, Loss: 0.159 Epoch 59 Batch 531/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.931, Loss: 0.143 Epoch 59 Batch 532/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.931, Loss: 0.189 Epoch 59 Batch 533/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.200 Epoch 59 Batch 534/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.931, Loss: 0.162 Epoch 59 Batch 535/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.931, Loss: 0.140 Epoch 59 Batch 536/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.165 Epoch 59 Batch 537/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.151 Epoch 59 Batch 538/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.135 Epoch 59 Batch 539/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.186 Epoch 59 Batch 540/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.926, Loss: 0.154 Epoch 59 Batch 541/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.134 Epoch 59 Batch 542/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.171 Epoch 59 Batch 543/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.167 Epoch 59 Batch 544/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.926, Loss: 0.134 Epoch 59 Batch 545/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.927, Loss: 0.164 Epoch 59 Batch 546/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.927, Loss: 0.180 Epoch 59 Batch 547/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.163 Epoch 59 Batch 548/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.182 Epoch 59 Batch 549/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.939, Loss: 0.191 Epoch 59 Batch 550/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.940, Loss: 0.179 Epoch 59 Batch 551/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.937, Loss: 0.179 Epoch 59 Batch 552/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.937, Loss: 0.153 Epoch 59 Batch 553/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.932, Loss: 0.196 Epoch 59 Batch 554/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.932, Loss: 0.151 Epoch 59 Batch 555/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.932, Loss: 0.155 Epoch 59 Batch 556/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.927, Loss: 0.144 Epoch 59 Batch 557/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.160 Epoch 59 Batch 558/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.146 Epoch 59 Batch 559/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.933, Loss: 0.156 Epoch 59 Batch 560/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.933, Loss: 0.143 Epoch 59 Batch 561/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.933, Loss: 0.141 Epoch 59 Batch 562/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.151 Epoch 59 Batch 563/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.928, Loss: 0.186 Epoch 59 Batch 564/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.928, Loss: 0.187 Epoch 59 Batch 565/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.189 Epoch 59 Batch 566/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.211 Epoch 59 Batch 567/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.921, Loss: 0.177 Epoch 59 Batch 568/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.173 Epoch 59 Batch 569/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.925, Loss: 0.156 Epoch 59 Batch 570/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.183 Epoch 59 Batch 571/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.166 Epoch 59 Batch 572/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.932, Loss: 0.147 Epoch 59 Batch 573/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.174 Epoch 59 Batch 574/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.182 Epoch 59 Batch 575/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.930, Loss: 0.151 Epoch 59 Batch 576/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.930, Loss: 0.156 Epoch 59 Batch 577/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.188 Epoch 59 Batch 578/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.937, Loss: 0.179 Epoch 59 Batch 579/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.936, Loss: 0.136 Epoch 59 Batch 580/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.937, Loss: 0.144 Epoch 59 Batch 581/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.145 Epoch 59 Batch 582/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.938, Loss: 0.167 Epoch 59 Batch 583/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.938, Loss: 0.168 Epoch 59 Batch 584/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.937, Loss: 0.161 Epoch 59 Batch 585/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.936, Loss: 0.129 Epoch 59 Batch 586/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.936, Loss: 0.169 Epoch 59 Batch 587/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.931, Loss: 0.144 Epoch 59 Batch 588/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.933, Loss: 0.172 Epoch 59 Batch 589/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.922, Loss: 0.172 Epoch 59 Batch 590/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.172 Epoch 59 Batch 591/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.149 Epoch 59 Batch 592/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.921, Loss: 0.178 Epoch 59 Batch 593/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.189 Epoch 59 Batch 594/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.175 Epoch 59 Batch 595/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.924, Loss: 0.181 Epoch 59 Batch 596/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.170 Epoch 59 Batch 597/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.169 Epoch 59 Batch 598/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.161 Epoch 59 Batch 599/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.209 Epoch 59 Batch 600/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.171 Epoch 59 Batch 601/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.925, Loss: 0.168 Epoch 59 Batch 602/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.172 Epoch 59 Batch 603/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.933, Loss: 0.159 Epoch 59 Batch 604/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.933, Loss: 0.161 Epoch 59 Batch 605/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.933, Loss: 0.192 Epoch 59 Batch 606/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.143 Epoch 59 Batch 607/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.934, Loss: 0.148 Epoch 59 Batch 608/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.934, Loss: 0.179 Epoch 59 Batch 609/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.934, Loss: 0.164 Epoch 59 Batch 610/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.934, Loss: 0.182 Epoch 59 Batch 611/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.167 Epoch 59 Batch 612/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.934, Loss: 0.138 Epoch 59 Batch 613/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.934, Loss: 0.167 Epoch 59 Batch 614/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.940, Loss: 0.161 Epoch 59 Batch 615/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.939, Loss: 0.165 Epoch 59 Batch 616/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.939, Loss: 0.165 Epoch 59 Batch 617/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.936, Loss: 0.163 Epoch 59 Batch 618/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.937, Loss: 0.167 Epoch 59 Batch 619/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.939, Loss: 0.149 Epoch 59 Batch 620/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.158 Epoch 59 Batch 621/1077 - Train Accuracy: 0.957, Validation Accuracy: 0.938, Loss: 0.150 Epoch 59 Batch 622/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.936, Loss: 0.165 Epoch 59 Batch 623/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.936, Loss: 0.181 Epoch 59 Batch 624/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.165 Epoch 59 Batch 625/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.145 Epoch 59 Batch 626/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.149 Epoch 59 Batch 627/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.932, Loss: 0.154 Epoch 59 Batch 628/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.938, Loss: 0.167 Epoch 59 Batch 629/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.938, Loss: 0.169 Epoch 59 Batch 630/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.164 Epoch 59 Batch 631/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.934, Loss: 0.171 Epoch 59 Batch 632/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.943, Loss: 0.143 Epoch 59 Batch 633/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.943, Loss: 0.163 Epoch 59 Batch 634/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.943, Loss: 0.137 Epoch 59 Batch 635/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.943, Loss: 0.179 Epoch 59 Batch 636/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.943, Loss: 0.164 Epoch 59 Batch 637/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.942, Loss: 0.157 Epoch 59 Batch 638/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.942, Loss: 0.161 Epoch 59 Batch 639/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.941, Loss: 0.193 Epoch 59 Batch 640/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.941, Loss: 0.144 Epoch 59 Batch 641/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.942, Loss: 0.153 Epoch 59 Batch 642/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.942, Loss: 0.146 Epoch 59 Batch 643/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.942, Loss: 0.150 Epoch 59 Batch 644/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.942, Loss: 0.161 Epoch 59 Batch 645/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.942, Loss: 0.164 Epoch 59 Batch 646/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.937, Loss: 0.147 Epoch 59 Batch 647/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.937, Loss: 0.167 Epoch 59 Batch 648/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.937, Loss: 0.159 Epoch 59 Batch 649/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.191 Epoch 59 Batch 650/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.935, Loss: 0.165 Epoch 59 Batch 651/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.935, Loss: 0.161 Epoch 59 Batch 652/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.189 Epoch 59 Batch 653/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.935, Loss: 0.202 Epoch 59 Batch 654/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.151 Epoch 59 Batch 655/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.939, Loss: 0.177 Epoch 59 Batch 656/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.939, Loss: 0.149 Epoch 59 Batch 657/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.165 Epoch 59 Batch 658/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.939, Loss: 0.152 Epoch 59 Batch 659/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.939, Loss: 0.182 Epoch 59 Batch 660/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.939, Loss: 0.178 Epoch 59 Batch 661/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.145 Epoch 59 Batch 662/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.937, Loss: 0.144 Epoch 59 Batch 663/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.937, Loss: 0.149 Epoch 59 Batch 664/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.936, Loss: 0.156 Epoch 59 Batch 665/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.936, Loss: 0.153 Epoch 59 Batch 666/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.179 Epoch 59 Batch 667/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.174 Epoch 59 Batch 668/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.929, Loss: 0.182 Epoch 59 Batch 669/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.153 Epoch 59 Batch 670/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.155 Epoch 59 Batch 671/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.189 Epoch 59 Batch 672/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.930, Loss: 0.177 Epoch 59 Batch 673/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.932, Loss: 0.157 Epoch 59 Batch 674/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.927, Loss: 0.155 Epoch 59 Batch 675/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.188 Epoch 59 Batch 676/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.174 Epoch 59 Batch 677/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.928, Loss: 0.180 Epoch 59 Batch 678/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.140 Epoch 59 Batch 679/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.185 Epoch 59 Batch 680/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.142 Epoch 59 Batch 681/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.160 Epoch 59 Batch 682/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.923, Loss: 0.140 Epoch 59 Batch 683/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.921, Loss: 0.151 Epoch 59 Batch 684/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.150 Epoch 59 Batch 685/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.170 Epoch 59 Batch 686/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.916, Loss: 0.157 Epoch 59 Batch 687/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.186 Epoch 59 Batch 688/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.167 Epoch 59 Batch 689/1077 - Train Accuracy: 0.959, Validation Accuracy: 0.922, Loss: 0.159 Epoch 59 Batch 690/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.936, Loss: 0.172 Epoch 59 Batch 691/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.936, Loss: 0.168 Epoch 59 Batch 692/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.935, Loss: 0.151 Epoch 59 Batch 693/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.936, Loss: 0.209 Epoch 59 Batch 694/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.173 Epoch 59 Batch 695/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.936, Loss: 0.139 Epoch 59 Batch 696/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.936, Loss: 0.191 Epoch 59 Batch 697/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.936, Loss: 0.156 Epoch 59 Batch 698/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.936, Loss: 0.147 Epoch 59 Batch 699/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.157 Epoch 59 Batch 700/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.940, Loss: 0.153 Epoch 59 Batch 701/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.941, Loss: 0.176 Epoch 59 Batch 702/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.195 Epoch 59 Batch 703/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.941, Loss: 0.139 Epoch 59 Batch 704/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.942, Loss: 0.204 Epoch 59 Batch 705/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.942, Loss: 0.189 Epoch 59 Batch 706/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.942, Loss: 0.194 Epoch 59 Batch 707/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.942, Loss: 0.153 Epoch 59 Batch 708/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.942, Loss: 0.176 Epoch 59 Batch 709/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.942, Loss: 0.181 Epoch 59 Batch 710/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.942, Loss: 0.145 Epoch 59 Batch 711/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.942, Loss: 0.184 Epoch 59 Batch 712/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.942, Loss: 0.186 Epoch 59 Batch 713/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.941, Loss: 0.153 Epoch 59 Batch 714/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.942, Loss: 0.161 Epoch 59 Batch 715/1077 - Train Accuracy: 0.894, Validation Accuracy: 0.941, Loss: 0.190 Epoch 59 Batch 716/1077 - Train Accuracy: 0.965, Validation Accuracy: 0.938, Loss: 0.137 Epoch 59 Batch 717/1077 - Train Accuracy: 0.960, Validation Accuracy: 0.938, Loss: 0.149 Epoch 59 Batch 718/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.938, Loss: 0.141 Epoch 59 Batch 719/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.935, Loss: 0.158 Epoch 59 Batch 720/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.938, Loss: 0.177 Epoch 59 Batch 721/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.938, Loss: 0.167 Epoch 59 Batch 722/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.939, Loss: 0.148 Epoch 59 Batch 723/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.161 Epoch 59 Batch 724/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.942, Loss: 0.183 Epoch 59 Batch 725/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.939, Loss: 0.133 Epoch 59 Batch 726/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.155 Epoch 59 Batch 727/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.938, Loss: 0.152 Epoch 59 Batch 728/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.938, Loss: 0.178 Epoch 59 Batch 729/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.944, Loss: 0.170 Epoch 59 Batch 730/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.939, Loss: 0.182 Epoch 59 Batch 731/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.944, Loss: 0.193 Epoch 59 Batch 732/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.944, Loss: 0.177 Epoch 59 Batch 733/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.944, Loss: 0.161 Epoch 59 Batch 734/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.175 Epoch 59 Batch 735/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.168 Epoch 59 Batch 736/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.154 Epoch 59 Batch 737/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.180 Epoch 59 Batch 738/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.137 Epoch 59 Batch 739/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.157 Epoch 59 Batch 740/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.156 Epoch 59 Batch 741/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.926, Loss: 0.160 Epoch 59 Batch 742/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.936, Loss: 0.183 Epoch 59 Batch 743/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.931, Loss: 0.171 Epoch 59 Batch 744/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.143 Epoch 59 Batch 745/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.935, Loss: 0.181 Epoch 59 Batch 746/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.935, Loss: 0.156 Epoch 59 Batch 747/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.937, Loss: 0.137 Epoch 59 Batch 748/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.938, Loss: 0.136 Epoch 59 Batch 749/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.147 Epoch 59 Batch 750/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.937, Loss: 0.164 Epoch 59 Batch 751/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.937, Loss: 0.170 Epoch 59 Batch 752/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.934, Loss: 0.153 Epoch 59 Batch 753/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.936, Loss: 0.158 Epoch 59 Batch 754/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.936, Loss: 0.179 Epoch 59 Batch 755/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.936, Loss: 0.178 Epoch 59 Batch 756/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.936, Loss: 0.161 Epoch 59 Batch 757/1077 - Train Accuracy: 0.898, Validation Accuracy: 0.936, Loss: 0.173 Epoch 59 Batch 758/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.936, Loss: 0.143 Epoch 59 Batch 759/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.935, Loss: 0.145 Epoch 59 Batch 760/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.935, Loss: 0.155 Epoch 59 Batch 761/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.935, Loss: 0.165 Epoch 59 Batch 762/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.935, Loss: 0.139 Epoch 59 Batch 763/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.935, Loss: 0.145 Epoch 59 Batch 764/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.938, Loss: 0.153 Epoch 59 Batch 765/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.938, Loss: 0.171 Epoch 59 Batch 766/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.938, Loss: 0.166 Epoch 59 Batch 767/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.160 Epoch 59 Batch 768/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.943, Loss: 0.160 Epoch 59 Batch 769/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.943, Loss: 0.151 Epoch 59 Batch 770/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.943, Loss: 0.155 Epoch 59 Batch 771/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.943, Loss: 0.150 Epoch 59 Batch 772/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.943, Loss: 0.149 Epoch 59 Batch 773/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.943, Loss: 0.145 Epoch 59 Batch 774/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.943, Loss: 0.171 Epoch 59 Batch 775/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.943, Loss: 0.177 Epoch 59 Batch 776/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.140 Epoch 59 Batch 777/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.939, Loss: 0.198 Epoch 59 Batch 778/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.939, Loss: 0.151 Epoch 59 Batch 779/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.940, Loss: 0.173 Epoch 59 Batch 780/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.939, Loss: 0.185 Epoch 59 Batch 781/1077 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.127 Epoch 59 Batch 782/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.944, Loss: 0.149 Epoch 59 Batch 783/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.944, Loss: 0.173 Epoch 59 Batch 784/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.153 Epoch 59 Batch 785/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.145 Epoch 59 Batch 786/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.944, Loss: 0.159 Epoch 59 Batch 787/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.939, Loss: 0.147 Epoch 59 Batch 788/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.939, Loss: 0.138 Epoch 59 Batch 789/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.944, Loss: 0.172 Epoch 59 Batch 790/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.944, Loss: 0.179 Epoch 59 Batch 791/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.941, Loss: 0.157 Epoch 59 Batch 792/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.941, Loss: 0.180 Epoch 59 Batch 793/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.941, Loss: 0.157 Epoch 59 Batch 794/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.939, Loss: 0.170 Epoch 59 Batch 795/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.939, Loss: 0.195 Epoch 59 Batch 796/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.939, Loss: 0.168 Epoch 59 Batch 797/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.939, Loss: 0.153 Epoch 59 Batch 798/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.939, Loss: 0.147 Epoch 59 Batch 799/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.939, Loss: 0.189 Epoch 59 Batch 800/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.942, Loss: 0.156 Epoch 59 Batch 801/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.164 Epoch 59 Batch 802/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.936, Loss: 0.168 Epoch 59 Batch 803/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.177 Epoch 59 Batch 804/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.931, Loss: 0.154 Epoch 59 Batch 805/1077 - Train Accuracy: 0.892, Validation Accuracy: 0.931, Loss: 0.152 Epoch 59 Batch 806/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.164 Epoch 59 Batch 807/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.139 Epoch 59 Batch 808/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.928, Loss: 0.160 Epoch 59 Batch 809/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.203 Epoch 59 Batch 810/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.929, Loss: 0.146 Epoch 59 Batch 811/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.144 Epoch 59 Batch 812/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.934, Loss: 0.159 Epoch 59 Batch 813/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.930, Loss: 0.162 Epoch 59 Batch 814/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.179 Epoch 59 Batch 815/1077 - Train Accuracy: 0.903, Validation Accuracy: 0.930, Loss: 0.159 Epoch 59 Batch 816/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.930, Loss: 0.148 Epoch 59 Batch 817/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.937, Loss: 0.175 Epoch 59 Batch 818/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.937, Loss: 0.171 Epoch 59 Batch 819/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.933, Loss: 0.150 Epoch 59 Batch 820/1077 - Train Accuracy: 0.893, Validation Accuracy: 0.933, Loss: 0.168 Epoch 59 Batch 821/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.146 Epoch 59 Batch 822/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.933, Loss: 0.154 Epoch 59 Batch 823/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.933, Loss: 0.160 Epoch 59 Batch 824/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.152 Epoch 59 Batch 825/1077 - Train Accuracy: 0.954, Validation Accuracy: 0.934, Loss: 0.137 Epoch 59 Batch 826/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.152 Epoch 59 Batch 827/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.161 Epoch 59 Batch 828/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.944, Loss: 0.156 Epoch 59 Batch 829/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.944, Loss: 0.230 Epoch 59 Batch 830/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.940, Loss: 0.165 Epoch 59 Batch 831/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.940, Loss: 0.157 Epoch 59 Batch 832/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.940, Loss: 0.158 Epoch 59 Batch 833/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.941, Loss: 0.181 Epoch 59 Batch 834/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.941, Loss: 0.166 Epoch 59 Batch 835/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.941, Loss: 0.176 Epoch 59 Batch 836/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.935, Loss: 0.168 Epoch 59 Batch 837/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.935, Loss: 0.200 Epoch 59 Batch 838/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.935, Loss: 0.157 Epoch 59 Batch 839/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.941, Loss: 0.153 Epoch 59 Batch 840/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.936, Loss: 0.158 Epoch 59 Batch 841/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.936, Loss: 0.178 Epoch 59 Batch 842/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.154 Epoch 59 Batch 843/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.936, Loss: 0.154 Epoch 59 Batch 844/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.129 Epoch 59 Batch 845/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.936, Loss: 0.141 Epoch 59 Batch 846/1077 - Train Accuracy: 0.879, Validation Accuracy: 0.931, Loss: 0.190 Epoch 59 Batch 847/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.175 Epoch 59 Batch 848/1077 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.156 Epoch 59 Batch 849/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.935, Loss: 0.154 Epoch 59 Batch 850/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.939, Loss: 0.192 Epoch 59 Batch 851/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.196 Epoch 59 Batch 852/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.939, Loss: 0.180 Epoch 59 Batch 853/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.135 Epoch 59 Batch 854/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.936, Loss: 0.193 Epoch 59 Batch 855/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.935, Loss: 0.151 Epoch 59 Batch 856/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.935, Loss: 0.176 Epoch 59 Batch 857/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.160 Epoch 59 Batch 858/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.935, Loss: 0.151 Epoch 59 Batch 859/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.168 Epoch 59 Batch 860/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.939, Loss: 0.158 Epoch 59 Batch 861/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.938, Loss: 0.164 Epoch 59 Batch 862/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.938, Loss: 0.170 Epoch 59 Batch 863/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.148 Epoch 59 Batch 864/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.935, Loss: 0.146 Epoch 59 Batch 865/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.935, Loss: 0.167 Epoch 59 Batch 866/1077 - Train Accuracy: 0.913, Validation Accuracy: 0.935, Loss: 0.158 Epoch 59 Batch 867/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.935, Loss: 0.197 Epoch 59 Batch 868/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.162 Epoch 59 Batch 869/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.178 Epoch 59 Batch 870/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.930, Loss: 0.168 Epoch 59 Batch 871/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.936, Loss: 0.168 Epoch 59 Batch 872/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.934, Loss: 0.140 Epoch 59 Batch 873/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.172 Epoch 59 Batch 874/1077 - Train Accuracy: 0.900, Validation Accuracy: 0.926, Loss: 0.188 Epoch 59 Batch 875/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.928, Loss: 0.181 Epoch 59 Batch 876/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.929, Loss: 0.158 Epoch 59 Batch 877/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.145 Epoch 59 Batch 878/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.169 Epoch 59 Batch 879/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.145 Epoch 59 Batch 880/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.169 Epoch 59 Batch 881/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.167 Epoch 59 Batch 882/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.932, Loss: 0.150 Epoch 59 Batch 883/1077 - Train Accuracy: 0.877, Validation Accuracy: 0.935, Loss: 0.197 Epoch 59 Batch 884/1077 - Train Accuracy: 0.896, Validation Accuracy: 0.930, Loss: 0.172 Epoch 59 Batch 885/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.124 Epoch 59 Batch 886/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.170 Epoch 59 Batch 887/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.178 Epoch 59 Batch 888/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.935, Loss: 0.170 Epoch 59 Batch 889/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.159 Epoch 59 Batch 890/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.935, Loss: 0.161 Epoch 59 Batch 891/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.175 Epoch 59 Batch 892/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.138 Epoch 59 Batch 893/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.172 Epoch 59 Batch 894/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.926, Loss: 0.160 Epoch 59 Batch 895/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.161 Epoch 59 Batch 896/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.927, Loss: 0.181 Epoch 59 Batch 897/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.144 Epoch 59 Batch 898/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.144 Epoch 59 Batch 899/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.175 Epoch 59 Batch 900/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.930, Loss: 0.172 Epoch 59 Batch 901/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.936, Loss: 0.190 Epoch 59 Batch 902/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.936, Loss: 0.185 Epoch 59 Batch 903/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.935, Loss: 0.153 Epoch 59 Batch 904/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.935, Loss: 0.144 Epoch 59 Batch 905/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.935, Loss: 0.137 Epoch 59 Batch 906/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.935, Loss: 0.149 Epoch 59 Batch 907/1077 - Train Accuracy: 0.952, Validation Accuracy: 0.935, Loss: 0.158 Epoch 59 Batch 908/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.938, Loss: 0.174 Epoch 59 Batch 909/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.938, Loss: 0.152 Epoch 59 Batch 910/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.929, Loss: 0.148 Epoch 59 Batch 911/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.151 Epoch 59 Batch 912/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.928, Loss: 0.186 Epoch 59 Batch 913/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.198 Epoch 59 Batch 914/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.933, Loss: 0.207 Epoch 59 Batch 915/1077 - Train Accuracy: 0.880, Validation Accuracy: 0.932, Loss: 0.161 Epoch 59 Batch 916/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.936, Loss: 0.176 Epoch 59 Batch 917/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.161 Epoch 59 Batch 918/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.938, Loss: 0.150 Epoch 59 Batch 919/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.938, Loss: 0.115 Epoch 59 Batch 920/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.175 Epoch 59 Batch 921/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.938, Loss: 0.170 Epoch 59 Batch 922/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.939, Loss: 0.157 Epoch 59 Batch 923/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.152 Epoch 59 Batch 924/1077 - Train Accuracy: 0.947, Validation Accuracy: 0.934, Loss: 0.189 Epoch 59 Batch 925/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.160 Epoch 59 Batch 926/1077 - Train Accuracy: 0.886, Validation Accuracy: 0.929, Loss: 0.179 Epoch 59 Batch 927/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.923, Loss: 0.174 Epoch 59 Batch 928/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.158 Epoch 59 Batch 929/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.925, Loss: 0.163 Epoch 59 Batch 930/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.930, Loss: 0.159 Epoch 59 Batch 931/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.171 Epoch 59 Batch 932/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.150 Epoch 59 Batch 933/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.935, Loss: 0.163 Epoch 59 Batch 934/1077 - Train Accuracy: 0.901, Validation Accuracy: 0.934, Loss: 0.158 Epoch 59 Batch 935/1077 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.166 Epoch 59 Batch 936/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.167 Epoch 59 Batch 937/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.935, Loss: 0.176 Epoch 59 Batch 938/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.935, Loss: 0.177 Epoch 59 Batch 939/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.935, Loss: 0.205 Epoch 59 Batch 940/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.935, Loss: 0.141 Epoch 59 Batch 941/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.147 Epoch 59 Batch 942/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.164 Epoch 59 Batch 943/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.169 Epoch 59 Batch 944/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.151 Epoch 59 Batch 945/1077 - Train Accuracy: 0.955, Validation Accuracy: 0.928, Loss: 0.146 Epoch 59 Batch 946/1077 - Train Accuracy: 0.968, Validation Accuracy: 0.928, Loss: 0.151 Epoch 59 Batch 947/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.924, Loss: 0.189 Epoch 59 Batch 948/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.156 Epoch 59 Batch 949/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.924, Loss: 0.136 Epoch 59 Batch 950/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.138 Epoch 59 Batch 951/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.168 Epoch 59 Batch 952/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.923, Loss: 0.150 Epoch 59 Batch 953/1077 - Train Accuracy: 0.969, Validation Accuracy: 0.928, Loss: 0.144 Epoch 59 Batch 954/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.164 Epoch 59 Batch 955/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.162 Epoch 59 Batch 956/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.177 Epoch 59 Batch 957/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.927, Loss: 0.170 Epoch 59 Batch 958/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.161 Epoch 59 Batch 959/1077 - Train Accuracy: 0.949, Validation Accuracy: 0.927, Loss: 0.160 Epoch 59 Batch 960/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.163 Epoch 59 Batch 961/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.178 Epoch 59 Batch 962/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.930, Loss: 0.157 Epoch 59 Batch 963/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.197 Epoch 59 Batch 964/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.934, Loss: 0.147 Epoch 59 Batch 965/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.935, Loss: 0.160 Epoch 59 Batch 966/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.929, Loss: 0.136 Epoch 59 Batch 967/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.929, Loss: 0.161 Epoch 59 Batch 968/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.929, Loss: 0.201 Epoch 59 Batch 969/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.199 Epoch 59 Batch 970/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.169 Epoch 59 Batch 971/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.157 Epoch 59 Batch 972/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.151 Epoch 59 Batch 973/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.934, Loss: 0.142 Epoch 59 Batch 974/1077 - Train Accuracy: 0.919, Validation Accuracy: 0.934, Loss: 0.155 Epoch 59 Batch 975/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.929, Loss: 0.145 Epoch 59 Batch 976/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.151 Epoch 59 Batch 977/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.129 Epoch 59 Batch 978/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.174 Epoch 59 Batch 979/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.168 Epoch 59 Batch 980/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.927, Loss: 0.186 Epoch 59 Batch 981/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.927, Loss: 0.160 Epoch 59 Batch 982/1077 - Train Accuracy: 0.942, Validation Accuracy: 0.930, Loss: 0.153 Epoch 59 Batch 983/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.171 Epoch 59 Batch 984/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.930, Loss: 0.153 Epoch 59 Batch 985/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.927, Loss: 0.147 Epoch 59 Batch 986/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.172 Epoch 59 Batch 987/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.927, Loss: 0.154 Epoch 59 Batch 988/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.188 Epoch 59 Batch 989/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.179 Epoch 59 Batch 990/1077 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.173 Epoch 59 Batch 991/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.927, Loss: 0.177 Epoch 59 Batch 992/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.182 Epoch 59 Batch 993/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.133 Epoch 59 Batch 994/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.161 Epoch 59 Batch 995/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.935, Loss: 0.160 Epoch 59 Batch 996/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.935, Loss: 0.156 Epoch 59 Batch 997/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.935, Loss: 0.164 Epoch 59 Batch 998/1077 - Train Accuracy: 0.917, Validation Accuracy: 0.932, Loss: 0.159 Epoch 59 Batch 999/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.932, Loss: 0.166 Epoch 59 Batch 1000/1077 - Train Accuracy: 0.906, Validation Accuracy: 0.932, Loss: 0.155 Epoch 59 Batch 1001/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.133 Epoch 59 Batch 1002/1077 - Train Accuracy: 0.951, Validation Accuracy: 0.928, Loss: 0.132 Epoch 59 Batch 1003/1077 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.160 Epoch 59 Batch 1004/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.187 Epoch 59 Batch 1005/1077 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.151 Epoch 59 Batch 1006/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.925, Loss: 0.153 Epoch 59 Batch 1007/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.157 Epoch 59 Batch 1008/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.193 Epoch 59 Batch 1009/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.918, Loss: 0.142 Epoch 59 Batch 1010/1077 - Train Accuracy: 0.950, Validation Accuracy: 0.919, Loss: 0.157 Epoch 59 Batch 1011/1077 - Train Accuracy: 0.946, Validation Accuracy: 0.919, Loss: 0.155 Epoch 59 Batch 1012/1077 - Train Accuracy: 0.944, Validation Accuracy: 0.919, Loss: 0.140 Epoch 59 Batch 1013/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.135 Epoch 59 Batch 1014/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.152 Epoch 59 Batch 1015/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.200 Epoch 59 Batch 1016/1077 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.166 Epoch 59 Batch 1017/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.154 Epoch 59 Batch 1018/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.160 Epoch 59 Batch 1019/1077 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.200 Epoch 59 Batch 1020/1077 - Train Accuracy: 0.958, Validation Accuracy: 0.928, Loss: 0.143 Epoch 59 Batch 1021/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.153 Epoch 59 Batch 1022/1077 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.140 Epoch 59 Batch 1023/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.143 Epoch 59 Batch 1024/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.930, Loss: 0.168 Epoch 59 Batch 1025/1077 - Train Accuracy: 0.887, Validation Accuracy: 0.930, Loss: 0.155 Epoch 59 Batch 1026/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.930, Loss: 0.165 Epoch 59 Batch 1027/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.154 Epoch 59 Batch 1028/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.936, Loss: 0.143 Epoch 59 Batch 1029/1077 - Train Accuracy: 0.889, Validation Accuracy: 0.937, Loss: 0.155 Epoch 59 Batch 1030/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.171 Epoch 59 Batch 1031/1077 - Train Accuracy: 0.925, Validation Accuracy: 0.938, Loss: 0.181 Epoch 59 Batch 1032/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.939, Loss: 0.197 Epoch 59 Batch 1033/1077 - Train Accuracy: 0.929, Validation Accuracy: 0.937, Loss: 0.149 Epoch 59 Batch 1034/1077 - Train Accuracy: 0.897, Validation Accuracy: 0.938, Loss: 0.171 Epoch 59 Batch 1035/1077 - Train Accuracy: 0.948, Validation Accuracy: 0.933, Loss: 0.143 Epoch 59 Batch 1036/1077 - Train Accuracy: 0.914, Validation Accuracy: 0.933, Loss: 0.172 Epoch 59 Batch 1037/1077 - Train Accuracy: 0.904, Validation Accuracy: 0.938, Loss: 0.183 Epoch 59 Batch 1038/1077 - Train Accuracy: 0.921, Validation Accuracy: 0.933, Loss: 0.167 Epoch 59 Batch 1039/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.933, Loss: 0.157 Epoch 59 Batch 1040/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.934, Loss: 0.175 Epoch 59 Batch 1041/1077 - Train Accuracy: 0.905, Validation Accuracy: 0.934, Loss: 0.169 Epoch 59 Batch 1042/1077 - Train Accuracy: 0.956, Validation Accuracy: 0.935, Loss: 0.142 Epoch 59 Batch 1043/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.935, Loss: 0.190 Epoch 59 Batch 1044/1077 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.168 Epoch 59 Batch 1045/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.157 Epoch 59 Batch 1046/1077 - Train Accuracy: 0.953, Validation Accuracy: 0.935, Loss: 0.137 Epoch 59 Batch 1047/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.162 Epoch 59 Batch 1048/1077 - Train Accuracy: 0.912, Validation Accuracy: 0.935, Loss: 0.153 Epoch 59 Batch 1049/1077 - Train Accuracy: 0.911, Validation Accuracy: 0.935, Loss: 0.176 Epoch 59 Batch 1050/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.935, Loss: 0.153 Epoch 59 Batch 1051/1077 - Train Accuracy: 0.931, Validation Accuracy: 0.940, Loss: 0.166 Epoch 59 Batch 1052/1077 - Train Accuracy: 0.927, Validation Accuracy: 0.944, Loss: 0.155 Epoch 59 Batch 1053/1077 - Train Accuracy: 0.902, Validation Accuracy: 0.949, Loss: 0.170 Epoch 59 Batch 1054/1077 - Train Accuracy: 0.930, Validation Accuracy: 0.949, Loss: 0.150 Epoch 59 Batch 1055/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.948, Loss: 0.150 Epoch 59 Batch 1056/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.948, Loss: 0.138 Epoch 59 Batch 1057/1077 - Train Accuracy: 0.908, Validation Accuracy: 0.943, Loss: 0.182 Epoch 59 Batch 1058/1077 - Train Accuracy: 0.926, Validation Accuracy: 0.940, Loss: 0.169 Epoch 59 Batch 1059/1077 - Train Accuracy: 0.891, Validation Accuracy: 0.944, Loss: 0.184 Epoch 59 Batch 1060/1077 - Train Accuracy: 0.933, Validation Accuracy: 0.943, Loss: 0.128 Epoch 59 Batch 1061/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.944, Loss: 0.186 Epoch 59 Batch 1062/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.164 Epoch 59 Batch 1063/1077 - Train Accuracy: 0.910, Validation Accuracy: 0.934, Loss: 0.155 Epoch 59 Batch 1064/1077 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.150 Epoch 59 Batch 1065/1077 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.149 Epoch 59 Batch 1066/1077 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.144 Epoch 59 Batch 1067/1077 - Train Accuracy: 0.909, Validation Accuracy: 0.929, Loss: 0.193 Epoch 59 Batch 1068/1077 - Train Accuracy: 0.943, Validation Accuracy: 0.929, Loss: 0.156 Epoch 59 Batch 1069/1077 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.134 Epoch 59 Batch 1070/1077 - Train Accuracy: 0.915, Validation Accuracy: 0.939, Loss: 0.154 Epoch 59 Batch 1071/1077 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.159 Epoch 59 Batch 1072/1077 - Train Accuracy: 0.924, Validation Accuracy: 0.942, Loss: 0.157 Epoch 59 Batch 1073/1077 - Train Accuracy: 0.935, Validation Accuracy: 0.940, Loss: 0.175 Epoch 59 Batch 1074/1077 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.195 Epoch 59 Batch 1075/1077 - Train Accuracy: 0.907, Validation Accuracy: 0.934, Loss: 0.184 Model Trained and Saved
保存 batch_size 和 save_path 参数以进行推论（for inference）。
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
# Save parameters for checkpoint
helper.save_params(save_path)
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import tensorflow as tf
import numpy as np
import helper
import problem_unittests as tests
_, (source_vocab_to_int, target_vocab_to_int), (source_int_to_vocab, target_int_to_vocab) = helper.load_preprocess()
load_path = helper.load_params()
要向模型提供要翻译的句子，你首先需要预处理该句子。实现函数 sentence_to_seq() 以预处理新的句子。
vocab_to_int 将单词转换为 id<UNK> 单词 iddef sentence_to_seq(sentence, vocab_to_int):
"""
Convert a sentence to a sequence of ids
:param sentence: String
:param vocab_to_int: Dictionary to go from the words to an id
:return: List of word ids
"""
# TODO: Implement Function
word_ids = [vocab_to_int.get(word, vocab_to_int['<UNK>']) for word in sentence.lower().split()]
return word_ids
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_sentence_to_seq(sentence_to_seq)
Tests Passed
将 translate_sentence 从英语翻译成法语。
translate_sentence = 'he saw a old yellow truck .'
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
translate_sentence = sentence_to_seq(translate_sentence, source_vocab_to_int)
loaded_graph = tf.Graph()
with tf.Session(graph=loaded_graph) as sess:
# Load saved model
loader = tf.train.import_meta_graph(load_path + '.meta')
loader.restore(sess, load_path)
input_data = loaded_graph.get_tensor_by_name('input:0')
logits = loaded_graph.get_tensor_by_name('logits:0')
keep_prob = loaded_graph.get_tensor_by_name('keep_prob:0')
translate_logits = sess.run(logits, {input_data: [translate_sentence], keep_prob: 1.0})[0]
print('Input')
print(' Word Ids: {}'.format([i for i in translate_sentence]))
print(' English Words: {}'.format([source_int_to_vocab[i] for i in translate_sentence]))
print('\nPrediction')
print(' Word Ids: {}'.format([i for i in np.argmax(translate_logits, 1)]))
print(' French Words: {}'.format([target_int_to_vocab[i] for i in np.argmax(translate_logits, 1)]))
Input Word Ids: [63, 140, 18, 166, 33, 229, 90] English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.'] Prediction Word Ids: [348, 274, 236, 32, 74, 36, 1] French Words: ['il', 'vu', 'un', 'nouveau', 'camion', '.', '<EOS>']
你可能注意到了，某些句子的翻译质量比其他的要好。因为你使用的数据集只有 227 个英语单词，但实际生活中有数千个单词，只有使用这些单词的句子结果才会比较理想。对于此项目，不需要达到完美的翻译。但是，如果你想创建更好的翻译模型，则需要更好的数据。
你可以使用 WMT10 French-English corpus 语料库训练模型。该数据集拥有更多的词汇，讨论的话题也更丰富。但是，训练时间要好多天的时间，所以确保你有 GPU 并且对于我们提供的数据集，你的神经网络性能很棒。提交此项目后，别忘了研究下 WMT10 语料库。
提交项目时，确保先运行所有单元，然后再保存记事本。保存记事本文件为 “dlnd_language_translation.ipynb”，再通过菜单中的“文件” ->“下载为”将其另存为 HTML 格式。提交的项目文档中需包含“helper.py”和“problem_unittests.py”文件。